diff --git a/compose_files/sql/users.sql b/compose_files/sql/users.sql index e882a8fb9..b12c48407 100644 --- a/compose_files/sql/users.sql +++ b/compose_files/sql/users.sql @@ -1,22 +1,148 @@ -set define on + set define on define OFFICE_EROC=&1 +defin API_KEY=&2 begin - cwms_sec.add_user_to_group('&&OFFICE_EROC.webtest','All Users', 'HQ'); - cwms_sec.add_user_to_group('&&OFFICE_EROC.webtest','All Users', 'SPK'); - cwms_sec.add_user_to_group('&&OFFICE_EROC.webtest','CWMS Users', 'HQ'); - cwms_sec.add_user_to_group('&&OFFICE_EROC.webtest','CWMS User Admins', 'HQ'); - - - cwms_sec.add_cwms_user('l2hectest',NULL,'SPK'); - cwms_sec.update_edipi('l2hectest',1234567890); - cwms_sec.add_user_to_group('l2hectest','All Users', 'SPK'); - cwms_sec.add_user_to_group('l2hectest','CWMS Users', 'SPK'); - cwms_sec.add_user_to_group('l2hectest','TS ID Creator','SPK'); - - cwms_sec.add_cwms_user('l1hectest',NULL,'SPL'); + cwms_sec.add_user_to_group( + '&&OFFICE_EROC.webtest', + 'All Users', + 'HQ' + ); + cwms_sec.add_user_to_group( + '&&OFFICE_EROC.webtest', + 'All Users', + 'SPK' + ); + cwms_sec.add_user_to_group( + '&&OFFICE_EROC.webtest', + 'CWMS Users', + 'HQ' + ); + cwms_sec.add_user_to_group( + '&&OFFICE_EROC.webtest', + 'CWMS User Admins', + 'HQ' + ); + cwms_sec.add_cwms_user( + 'l2hectest', + null, + 'SPK' + ); + cwms_sec.update_edipi( + 'l2hectest', + 1234567890 + ); + cwms_sec.add_user_to_group( + 'l2hectest', + 'All Users', + 'SPK' + ); + cwms_sec.add_user_to_group( + 'l2hectest', + 'CWMS Users', + 'SPK' + ); + cwms_sec.add_user_to_group( + 'l2hectest', + 'TS ID Creator', + 'SPK' + ); + cwms_sec.add_cwms_user( + 'l1hectest', + null, + 'SPL' + ); -- intentionally no extra permissions. --cwms_sec.add_user_to_group('l2hectest','CWMS Users', 'SPL'); + + cwms_sec.add_cwms_user( + 'm5hectest', + null, + 'SWT' + ); + cwms_sec.add_user_to_group( + 'm5hectest', + 'All Users', + 'SWT' + ); + cwms_sec.add_user_to_group( + 'm5hectest', + 'CWMS Users', + 'SWT' + ); + cwms_sec.add_cwms_user( + 'q0hectest', + null, + 'SWT' + ); + cwms_sec.add_user_to_group( + 'q0hectest', + 'All Users', + 'SWT' + ); + cwms_sec.add_user_to_group( + 'q0hectest', + 'CWMS Users', + 'SWT' + ); + cwms_sec.add_user_to_group( + 'q0hectest', + 'CWMS PD Users', + 'SWT' + ); + cwms_sec.add_cwms_user( + 'q0hectest', + null, + 'MVP' + ); + cwms_sec.add_user_to_group( + 'q0hectest', + 'All Users', + 'MVP' + ); + cwms_sec.add_user_to_group( + 'q0hectest', + 'CWMS Users', + 'MVP' + ); + cwms_sec.add_user_to_group( + 'q0hectest', + 'CWMS PD Users', + 'MVP' + ); + cwms_sec.add_cwms_user( + 'q0hectest', + null, + 'LRL' + ); + cwms_sec.add_user_to_group( + 'q0hectest', + 'All Users', + 'LRL' + ); + cwms_sec.add_user_to_group( + 'q0hectest', + 'CWMS Users', + 'LRL' + ); + cwms_sec.add_user_to_group( + 'q0hectest', + 'CWMS PD Users', + 'LRL' + ); + execute immediate 'grant execute on cwms_20.cwms_upass to web_user'; + insert into "CWMS_20"."AT_API_KEYS" ( + userid, + key_name, + apikey, + created, + expires + ) values ( 'Q0HECTEST', + 'test', + '&&API_KEY', + to_date('2025-06-10 16:10:42','YYYY-MM-DD HH24:MI:SS'), + to_date('2029-06-16 16:10:46','YYYY-MM-DD HH24:MI:SS') ); + cwms_sec.add_cwms_user('m5hectest',NULL,'SWT'); cwms_sec.add_user_to_group('m5hectest','All Users', 'SWT'); cwms_sec.add_user_to_group('m5hectest','CWMS Users', 'SWT'); @@ -27,6 +153,7 @@ begin cwms_sec.add_user_to_group('m5testadmin','All Users', 'LRL'); cwms_sec.add_user_to_group('m5testadmin','CWMS Users', 'LRL'); cwms_sec.add_user_to_group('m5testadmin','CWMS User Admins', 'LRL'); + end; / quit; \ No newline at end of file diff --git a/docker-compose.yml b/docker-compose.yml index f82f73a19..dc7cae16e 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -31,8 +31,9 @@ services: - OFFICE_EROC=s0 - INSTALLONCE=1 - QUIET=1 + - API_KEY=testkey12345677 command: > - sh -xc "sqlplus CWMS_20/$$CWMS_PASSWORD@$$DB_HOST_PORT$$DB_NAME @/setup_sql/users $$OFFICE_EROC" + sh -xc "sqlplus CWMS_20/$$CWMS_PASSWORD@$$DB_HOST_PORT$$DB_NAME @/setup_sql/users $$OFFICE_EROC $$API_KEY" volumes: - ./compose_files/sql:/setup_sql:ro depends_on: @@ -147,3 +148,5 @@ services: - "traefik.enable=true" - "traefik.http.routers.traefik.rule=PathPrefix(`/traefik`)" - "traefik.http.routers.traefik.service=api@internal" + + diff --git a/load_data/.ipynb_checkpoints/dev_data_copy-checkpoint.ipynb b/load_data/.ipynb_checkpoints/dev_data_copy-checkpoint.ipynb new file mode 100644 index 000000000..24629d8f6 --- /dev/null +++ b/load_data/.ipynb_checkpoints/dev_data_copy-checkpoint.ipynb @@ -0,0 +1,590 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "64426a8a-c361-4e80-986d-451bf08907a5", + "metadata": {}, + "outputs": [], + "source": [ + "#libraries\n", + "import pandas as pd\n", + "from datetime import datetime, timedelta\n", + "import sys\n", + "sys.path.insert(0, \"C:/Soft/repos/cwms-python\")\n", + "import cwms\n", + "import numpy as np\n", + "import time" + ] + }, + { + "cell_type": "markdown", + "id": "63849890-9155-4c2b-8a62-96aa9fbe0de4", + "metadata": {}, + "source": [ + "### Initialize system Load Location IDs" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "a5d7f8c6-8b5d-44ec-95d1-1e4ea388d732", + "metadata": {}, + "outputs": [], + "source": [ + "office_id = 'LRL'\n", + "start_date = pd.to_datetime(\"3/1/2025\").tz_localize('UTC')\n", + "end_date = pd.to_datetime(\"6/13/2025\").tz_localize('UTC')\n", + "office_id_lower = office_id.lower() \n", + "apiRoot_src = f\"https://wm.{office_id_lower}.ds.usace.army.mil:8243/{office_id_lower}-data/\"\n", + "location_id_file = 'base_locations_to_grab.csv'\n", + "api = cwms.api.init_session(api_root=apiRoot_src)\n", + "grab_locs = pd.read_csv(location_id_file)" + ] + }, + { + "cell_type": "markdown", + "id": "7da9432f-c362-4d22-a981-9d8fb26cb593", + "metadata": {}, + "source": [ + "### Grab all locations and the get information for subset" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "f9cc1f27-c358-49e3-b14d-751599feb8e3", + "metadata": {}, + "outputs": [], + "source": [ + "location = cwms.get_locations_catalog(office_id=office_id).df\n", + "grab_locs_office = grab_locs[grab_locs['Office']==office_id]\n", + "pattern = \"|\".join(grab_locs_office['Base_Location'])\n", + "public_locations = location[location['name'].str.contains(pattern)]\n", + "public_locations.to_csv(f'data/{office_id}_locations_data.csv', index=False)" + ] + }, + { + "cell_type": "markdown", + "id": "962aac10-218b-4cab-af88-013eab522cc0", + "metadata": {}, + "source": [ + "### Collect All Timeseries ID assigned to the Locations" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "43985fba-3cf4-4e71-bc7b-efd997e4c18c", + "metadata": {}, + "outputs": [], + "source": [ + "final_tsids =[]\n", + "for loc in public_locations['name']:\n", + " loc_repex = loc+'.*'\n", + " cat_ts = cwms.get_timeseries_catalog(office_id=office_id,like=loc_repex,include_extents=True,timeseries_group_like=None).df\n", + " for index, ts in cat_ts.iterrows():\n", + "\n", + " extents = pd.DataFrame(ts['extents'])\n", + " if 'latest-time' in extents.columns:\n", + " if len(extents) == 1 and (pd.to_datetime(extents['latest-time'].iloc[0]) > start_date):\n", + "\n", + " final_tsids.append(ts['name'])\n", + " if len(extents) > 1:\n", + "\n", + " extents['version-time'] = pd.to_datetime(extents['version-time'])\n", + " extents = extents[extents['version-time'] > start_date]\n", + " if len(extents) > 0:\n", + " num = min([len(extents),5])\n", + " extents_sorted = extents.sort_values(by='version-time',ascending=False)\n", + " extents_tosave = extents_sorted.iloc[0:num]\n", + " for version in extents_tosave['version-time']:\n", + " final_tsids.append(f'{ts[\"name\"]}:{version}')\n", + "ts_ids = pd.DataFrame({'office':office_id,'ts_id':final_tsids}) \n", + "ts_ids = ts_ids.drop_duplicates()\n", + "ts_ids.to_csv(f'data/{office_id}_timeseries_ids.csv')" + ] + }, + { + "cell_type": "markdown", + "id": "b3b85b3f-89f1-4987-a890-0890e9fa7b2f", + "metadata": {}, + "source": [ + "### Grab Timeseries Values for All Timeseries IDS" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "ecae8f73-3ab7-4f04-9226-4325e72ad60a", + "metadata": {}, + "outputs": [], + "source": [ + "ts_ids = pd.read_csv(f'data/{office_id}_timeseries_ids.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "46671d37-b440-4219-9f78-9d4042d95ffd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Elapsed time: 59.33675069999998 seconds\n" + ] + } + ], + "source": [ + "start_time = time.perf_counter()\n", + "multi_ts_melt = cwms.get_multi_timeseries_df(ts_ids=ts_ids['ts_id'],office_id=office_id,melted=True,begin=start_date,end=end_date)\n", + "end_time = time.perf_counter()\n", + "elapsed_time = end_time - start_time\n", + "print(f\"Elapsed time: {elapsed_time} seconds\")\n", + "multi_ts_melt.to_parquet(f'data/{office_id}_timeseries_values_melted.parquet')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "29caaf2f-842e-40d3-9f37-5095512cdd0e", + "metadata": {}, + "outputs": [], + "source": [ + "multi_ts_melt = pd.read_parquet('data/MVP_timeseries_values_melted.parquet')\n", + "apiRoot_dev = \"https://water.dev.cwbi.us/cwms-data/\"" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "163df7d8-6e6a-4612-a022-6af40427f6a8", + "metadata": {}, + "outputs": [ + { + "name": "stdin", + "output_type": "stream", + "text": [ + " ········\n" + ] + } + ], + "source": [ + "from getpass import getpass\n", + "apiKey = getpass()\n", + "apiKey_dev = \"apikey \" + apiKey" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "5a2cef41-20e3-45bd-9de2-4887727b9531", + "metadata": {}, + "outputs": [], + "source": [ + "api = cwms.api.init_session(api_root=apiRoot_dev, api_key=apiKey_dev)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "d2cf42da-f5a0-4915-8a9d-4e139d6a1705", + "metadata": {}, + "outputs": [], + "source": [ + "cwms.store_multi_timeseries_df(ts_data=multi_ts_melt,office_id='MVP')" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "275cdfd7-4f60-4731-bf1f-24f4129876f0", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'start_date' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[10], line 3\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mtime\u001b[39;00m\n\u001b[0;32m 2\u001b[0m start_time \u001b[38;5;241m=\u001b[39m time\u001b[38;5;241m.\u001b[39mperf_counter()\n\u001b[1;32m----> 3\u001b[0m multi_ts_melt_dev \u001b[38;5;241m=\u001b[39m cwms\u001b[38;5;241m.\u001b[39mget_multi_timeseries_df(ts_ids\u001b[38;5;241m=\u001b[39mfinal_tsids,office_id\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mMVP\u001b[39m\u001b[38;5;124m'\u001b[39m,melted\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m,begin\u001b[38;5;241m=\u001b[39m\u001b[43mstart_date\u001b[49m,end\u001b[38;5;241m=\u001b[39mend_date)\n\u001b[0;32m 4\u001b[0m end_time \u001b[38;5;241m=\u001b[39m time\u001b[38;5;241m.\u001b[39mperf_counter()\n\u001b[0;32m 5\u001b[0m elapsed_time \u001b[38;5;241m=\u001b[39m end_time \u001b[38;5;241m-\u001b[39m start_time\n", + "\u001b[1;31mNameError\u001b[0m: name 'start_date' is not defined" + ] + } + ], + "source": [ + "import time\n", + "start_time = time.perf_counter()\n", + "multi_ts_melt_dev = cwms.get_multi_timeseries_df(ts_ids=final_tsids,office_id='MVP',melted=True,begin=start_date,end=end_date)\n", + "end_time = time.perf_counter()\n", + "elapsed_time = end_time - start_time\n", + "print(f\"Elapsed time: {elapsed_time} seconds\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c4dd0de1-9413-41e3-a956-b652865de0ea", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5d408b30-61f1-4e29-9ef4-56be7298431d", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 52, + "id": "584e2089-990c-4387-969a-a0652bb4b681", + "metadata": {}, + "outputs": [], + "source": [ + "unique_tsids = (multi_ts_melt['ts_id'].astype(str) + ':' + multi_ts_melt['version_date'].astype(str)).unique()" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "id": "3ab1f866-ce7f-4a7b-be11-d2351abe4830", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['LockDam_05-TainterGate23.Flow.Inst.15Minutes.0.comp:NaT',\n", + " 'LockDam_05-TainterGate23.Opening.Inst.15Minutes.0.CEMVP-ProjectEntry:NaT',\n", + " 'LockDam_05-TainterGate23.Opening.Inst.~15Minutes.0.CEMVP-ProjectEntry:NaT',\n", + " ..., 'LockDam_02.Temp-Water.Inst.15Minutes.0.merged:NaT',\n", + " 'LockDam_02.Temp-Water.Inst.~1Day.0.Raw-NWS-IEM:NaT',\n", + " 'LockDam_02.Volt.Inst.1Hour.0.CEMVP-GOES-Raw:NaT'], dtype=object)" + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "unique_tsids" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "id": "fcfeb20c-7f10-4847-af78-1fd56d99e40a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'cfs'" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data['units'].iloc[0]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "434965dc-caf8-44ba-a266-e8ca609bcfe4", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ed5b113d-e63a-4a8a-a808-521dd7a09805", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6d26f19f-1319-477c-852b-363f158980c7", + "metadata": {}, + "outputs": [], + "source": [ + "data = multi_ts_melt.query('ts_id' == 'LockDam_05-TainterGate23.Flow.Inst.15Minutes.0.comp' and 'version_date' < 9')" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "4f5afd19-4240-4818-bf2d-68f2119a2d6a", + "metadata": {}, + "outputs": [ + { + "ename": "ValueError", + "evalue": "Index contains duplicate entries, cannot reshape", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[45], line 11\u001b[0m\n\u001b[0;32m 7\u001b[0m multi_ts[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mversion_date\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m (\n\u001b[0;32m 8\u001b[0m multi_ts[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mversion_date\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39mstr[:\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m2\u001b[39m] \u001b[38;5;241m+\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m:\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m+\u001b[39m multi_ts[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mversion_date\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39mstr[\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m2\u001b[39m:]\n\u001b[0;32m 9\u001b[0m )\n\u001b[0;32m 10\u001b[0m multi_ts\u001b[38;5;241m.\u001b[39mfillna({\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mversion_date\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m\"\u001b[39m}, inplace\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[1;32m---> 11\u001b[0m multi_ts_unmelt \u001b[38;5;241m=\u001b[39m \u001b[43mmulti_ts\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mpivot\u001b[49m\u001b[43m(\u001b[49m\u001b[43mindex\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mdate-time\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcolumns\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcols\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvalues\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mvalue\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32mC:\\Soft\\Anaconda3\\envs\\env-cwms\\lib\\site-packages\\pandas\\core\\frame.py:9025\u001b[0m, in \u001b[0;36mDataFrame.pivot\u001b[1;34m(self, columns, index, values)\u001b[0m\n\u001b[0;32m 9018\u001b[0m \u001b[38;5;129m@Substitution\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 9019\u001b[0m \u001b[38;5;129m@Appender\u001b[39m(_shared_docs[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mpivot\u001b[39m\u001b[38;5;124m\"\u001b[39m])\n\u001b[0;32m 9020\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mpivot\u001b[39m(\n\u001b[0;32m 9021\u001b[0m \u001b[38;5;28mself\u001b[39m, \u001b[38;5;241m*\u001b[39m, columns, index\u001b[38;5;241m=\u001b[39mlib\u001b[38;5;241m.\u001b[39mno_default, values\u001b[38;5;241m=\u001b[39mlib\u001b[38;5;241m.\u001b[39mno_default\n\u001b[0;32m 9022\u001b[0m ) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m DataFrame:\n\u001b[0;32m 9023\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mpandas\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcore\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mreshape\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mpivot\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m pivot\n\u001b[1;32m-> 9025\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mpivot\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mindex\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mindex\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcolumns\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcolumns\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvalues\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mvalues\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32mC:\\Soft\\Anaconda3\\envs\\env-cwms\\lib\\site-packages\\pandas\\core\\reshape\\pivot.py:553\u001b[0m, in \u001b[0;36mpivot\u001b[1;34m(data, columns, index, values)\u001b[0m\n\u001b[0;32m 549\u001b[0m indexed \u001b[38;5;241m=\u001b[39m data\u001b[38;5;241m.\u001b[39m_constructor_sliced(data[values]\u001b[38;5;241m.\u001b[39m_values, index\u001b[38;5;241m=\u001b[39mmultiindex)\n\u001b[0;32m 550\u001b[0m \u001b[38;5;66;03m# error: Argument 1 to \"unstack\" of \"DataFrame\" has incompatible type \"Union\u001b[39;00m\n\u001b[0;32m 551\u001b[0m \u001b[38;5;66;03m# [List[Any], ExtensionArray, ndarray[Any, Any], Index, Series]\"; expected\u001b[39;00m\n\u001b[0;32m 552\u001b[0m \u001b[38;5;66;03m# \"Hashable\"\u001b[39;00m\n\u001b[1;32m--> 553\u001b[0m result \u001b[38;5;241m=\u001b[39m \u001b[43mindexed\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43munstack\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcolumns_listlike\u001b[49m\u001b[43m)\u001b[49m \u001b[38;5;66;03m# type: ignore[arg-type]\u001b[39;00m\n\u001b[0;32m 554\u001b[0m result\u001b[38;5;241m.\u001b[39mindex\u001b[38;5;241m.\u001b[39mnames \u001b[38;5;241m=\u001b[39m [\n\u001b[0;32m 555\u001b[0m name \u001b[38;5;28;01mif\u001b[39;00m name \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m lib\u001b[38;5;241m.\u001b[39mno_default \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01mfor\u001b[39;00m name \u001b[38;5;129;01min\u001b[39;00m result\u001b[38;5;241m.\u001b[39mindex\u001b[38;5;241m.\u001b[39mnames\n\u001b[0;32m 556\u001b[0m ]\n\u001b[0;32m 558\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m result\n", + "File \u001b[1;32mC:\\Soft\\Anaconda3\\envs\\env-cwms\\lib\\site-packages\\pandas\\core\\series.py:4455\u001b[0m, in \u001b[0;36mSeries.unstack\u001b[1;34m(self, level, fill_value, sort)\u001b[0m\n\u001b[0;32m 4410\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m 4411\u001b[0m \u001b[38;5;124;03mUnstack, also known as pivot, Series with MultiIndex to produce DataFrame.\u001b[39;00m\n\u001b[0;32m 4412\u001b[0m \n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 4451\u001b[0m \u001b[38;5;124;03mb 2 4\u001b[39;00m\n\u001b[0;32m 4452\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m 4453\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mpandas\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcore\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mreshape\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mreshape\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m unstack\n\u001b[1;32m-> 4455\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43munstack\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mlevel\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfill_value\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msort\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32mC:\\Soft\\Anaconda3\\envs\\env-cwms\\lib\\site-packages\\pandas\\core\\reshape\\reshape.py:494\u001b[0m, in \u001b[0;36munstack\u001b[1;34m(obj, level, fill_value, sort)\u001b[0m\n\u001b[0;32m 490\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(level, (\u001b[38;5;28mtuple\u001b[39m, \u001b[38;5;28mlist\u001b[39m)):\n\u001b[0;32m 491\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(level) \u001b[38;5;241m!=\u001b[39m \u001b[38;5;241m1\u001b[39m:\n\u001b[0;32m 492\u001b[0m \u001b[38;5;66;03m# _unstack_multiple only handles MultiIndexes,\u001b[39;00m\n\u001b[0;32m 493\u001b[0m \u001b[38;5;66;03m# and isn't needed for a single level\u001b[39;00m\n\u001b[1;32m--> 494\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43m_unstack_multiple\u001b[49m\u001b[43m(\u001b[49m\u001b[43mobj\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mlevel\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfill_value\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfill_value\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msort\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msort\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 495\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 496\u001b[0m level \u001b[38;5;241m=\u001b[39m level[\u001b[38;5;241m0\u001b[39m]\n", + "File \u001b[1;32mC:\\Soft\\Anaconda3\\envs\\env-cwms\\lib\\site-packages\\pandas\\core\\reshape\\reshape.py:445\u001b[0m, in \u001b[0;36m_unstack_multiple\u001b[1;34m(data, clocs, fill_value, sort)\u001b[0m\n\u001b[0;32m 442\u001b[0m dummy \u001b[38;5;241m=\u001b[39m data\u001b[38;5;241m.\u001b[39mcopy()\n\u001b[0;32m 443\u001b[0m dummy\u001b[38;5;241m.\u001b[39mindex \u001b[38;5;241m=\u001b[39m dummy_index\n\u001b[1;32m--> 445\u001b[0m unstacked \u001b[38;5;241m=\u001b[39m \u001b[43mdummy\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43munstack\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m__placeholder__\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfill_value\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfill_value\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msort\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msort\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 446\u001b[0m new_levels \u001b[38;5;241m=\u001b[39m clevels\n\u001b[0;32m 447\u001b[0m new_names \u001b[38;5;241m=\u001b[39m cnames\n", + "File \u001b[1;32mC:\\Soft\\Anaconda3\\envs\\env-cwms\\lib\\site-packages\\pandas\\core\\series.py:4455\u001b[0m, in \u001b[0;36mSeries.unstack\u001b[1;34m(self, level, fill_value, sort)\u001b[0m\n\u001b[0;32m 4410\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m 4411\u001b[0m \u001b[38;5;124;03mUnstack, also known as pivot, Series with MultiIndex to produce DataFrame.\u001b[39;00m\n\u001b[0;32m 4412\u001b[0m \n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 4451\u001b[0m \u001b[38;5;124;03mb 2 4\u001b[39;00m\n\u001b[0;32m 4452\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m 4453\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mpandas\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcore\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mreshape\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mreshape\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m unstack\n\u001b[1;32m-> 4455\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43munstack\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mlevel\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfill_value\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msort\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32mC:\\Soft\\Anaconda3\\envs\\env-cwms\\lib\\site-packages\\pandas\\core\\reshape\\reshape.py:517\u001b[0m, in \u001b[0;36munstack\u001b[1;34m(obj, level, fill_value, sort)\u001b[0m\n\u001b[0;32m 515\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m is_1d_only_ea_dtype(obj\u001b[38;5;241m.\u001b[39mdtype):\n\u001b[0;32m 516\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m _unstack_extension_series(obj, level, fill_value, sort\u001b[38;5;241m=\u001b[39msort)\n\u001b[1;32m--> 517\u001b[0m unstacker \u001b[38;5;241m=\u001b[39m \u001b[43m_Unstacker\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 518\u001b[0m \u001b[43m \u001b[49m\u001b[43mobj\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mindex\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mlevel\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mlevel\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mconstructor\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mobj\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_constructor_expanddim\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msort\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msort\u001b[49m\n\u001b[0;32m 519\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 520\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m unstacker\u001b[38;5;241m.\u001b[39mget_result(\n\u001b[0;32m 521\u001b[0m obj\u001b[38;5;241m.\u001b[39m_values, value_columns\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, fill_value\u001b[38;5;241m=\u001b[39mfill_value\n\u001b[0;32m 522\u001b[0m )\n", + "File \u001b[1;32mC:\\Soft\\Anaconda3\\envs\\env-cwms\\lib\\site-packages\\pandas\\core\\reshape\\reshape.py:154\u001b[0m, in \u001b[0;36m_Unstacker.__init__\u001b[1;34m(self, index, level, constructor, sort)\u001b[0m\n\u001b[0;32m 146\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m num_cells \u001b[38;5;241m>\u001b[39m np\u001b[38;5;241m.\u001b[39miinfo(np\u001b[38;5;241m.\u001b[39mint32)\u001b[38;5;241m.\u001b[39mmax:\n\u001b[0;32m 147\u001b[0m warnings\u001b[38;5;241m.\u001b[39mwarn(\n\u001b[0;32m 148\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mThe following operation may generate \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mnum_cells\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m cells \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m 149\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124min the resulting pandas object.\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[0;32m 150\u001b[0m PerformanceWarning,\n\u001b[0;32m 151\u001b[0m stacklevel\u001b[38;5;241m=\u001b[39mfind_stack_level(),\n\u001b[0;32m 152\u001b[0m )\n\u001b[1;32m--> 154\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_make_selectors\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32mC:\\Soft\\Anaconda3\\envs\\env-cwms\\lib\\site-packages\\pandas\\core\\reshape\\reshape.py:210\u001b[0m, in \u001b[0;36m_Unstacker._make_selectors\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 207\u001b[0m mask\u001b[38;5;241m.\u001b[39mput(selector, \u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[0;32m 209\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m mask\u001b[38;5;241m.\u001b[39msum() \u001b[38;5;241m<\u001b[39m \u001b[38;5;28mlen\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mindex):\n\u001b[1;32m--> 210\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mIndex contains duplicate entries, cannot reshape\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 212\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mgroup_index \u001b[38;5;241m=\u001b[39m comp_index\n\u001b[0;32m 213\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmask \u001b[38;5;241m=\u001b[39m mask\n", + "\u001b[1;31mValueError\u001b[0m: Index contains duplicate entries, cannot reshape" + ] + } + ], + "source": [ + "cols = [\"ts_id\", \"units\"]\n", + "if \"version_date\" in multi_ts.columns:\n", + " cols.append(\"version_date\")\n", + " multi_ts[\"version_date\"] = multi_ts[\"version_date\"].dt.strftime(\n", + " \"%Y-%m-%d %H:%M:%S%z\"\n", + " )\n", + " multi_ts[\"version_date\"] = (\n", + " multi_ts[\"version_date\"].str[:-2] + \":\" + multi_ts[\"version_date\"].str[-2:]\n", + " )\n", + " multi_ts.fillna({\"version_date\": \"\"}, inplace=True)\n", + "multi_ts_unmelt = multi_ts.pivot(index=\"date-time\", columns=cols, values=\"value\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8b4c37c8-7a23-466e-804b-1ace3757e68c", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "da6a9982-318b-46a0-80b1-3db1c5d51235", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a88d03ff-d144-4219-847c-8c65fbe14ed1", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "3e4e1368-a2c4-4483-ac2c-695110e8a02e", + "metadata": {}, + "outputs": [ + { + 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date-timevaluequality-codets_idunits
02025-03-01 00:00:00+00:000.00LockDam_05-TainterGate23.Opening.Inst.15Minute...ft
12025-03-01 00:15:00+00:000.00LockDam_05-TainterGate23.Opening.Inst.15Minute...ft
22025-03-01 00:30:00+00:000.00LockDam_05-TainterGate23.Opening.Inst.15Minute...ft
32025-03-01 00:45:00+00:000.00LockDam_05-TainterGate23.Opening.Inst.15Minute...ft
42025-03-01 01:00:00+00:000.00LockDam_05-TainterGate23.Opening.Inst.15Minute...ft
..................
41293502025-06-06 10:30:00+00:0069.40LockDam_02.Temp-Water.Inst.~1Day.0.Raw-NWS-IEMF
41293512025-06-07 10:00:00+00:0069.30LockDam_02.Temp-Water.Inst.~1Day.0.Raw-NWS-IEMF
41293522025-06-09 10:00:00+00:0067.00LockDam_02.Temp-Water.Inst.~1Day.0.Raw-NWS-IEMF
41293532025-06-11 10:00:00+00:0068.80LockDam_02.Temp-Water.Inst.~1Day.0.Raw-NWS-IEMF
41293542025-06-12 10:00:00+00:0067.60LockDam_02.Temp-Water.Inst.~1Day.0.Raw-NWS-IEMF
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4129355 rows × 5 columns

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" + ], + "text/plain": [ + " date-time value quality-code \\\n", + "0 2025-03-01 00:00:00+00:00 0.0 0 \n", + "1 2025-03-01 00:15:00+00:00 0.0 0 \n", + "2 2025-03-01 00:30:00+00:00 0.0 0 \n", + "3 2025-03-01 00:45:00+00:00 0.0 0 \n", + "4 2025-03-01 01:00:00+00:00 0.0 0 \n", + "... ... ... ... \n", + "4129350 2025-06-06 10:30:00+00:00 69.4 0 \n", + "4129351 2025-06-07 10:00:00+00:00 69.3 0 \n", + "4129352 2025-06-09 10:00:00+00:00 67.0 0 \n", + "4129353 2025-06-11 10:00:00+00:00 68.8 0 \n", + "4129354 2025-06-12 10:00:00+00:00 67.6 0 \n", + "\n", + " ts_id units \n", + "0 LockDam_05-TainterGate23.Opening.Inst.15Minute... ft \n", + "1 LockDam_05-TainterGate23.Opening.Inst.15Minute... ft \n", + "2 LockDam_05-TainterGate23.Opening.Inst.15Minute... ft \n", + "3 LockDam_05-TainterGate23.Opening.Inst.15Minute... ft \n", + "4 LockDam_05-TainterGate23.Opening.Inst.15Minute... ft \n", + "... ... ... \n", + "4129350 LockDam_02.Temp-Water.Inst.~1Day.0.Raw-NWS-IEM F \n", + "4129351 LockDam_02.Temp-Water.Inst.~1Day.0.Raw-NWS-IEM F \n", + "4129352 LockDam_02.Temp-Water.Inst.~1Day.0.Raw-NWS-IEM F \n", + "4129353 LockDam_02.Temp-Water.Inst.~1Day.0.Raw-NWS-IEM F \n", + "4129354 LockDam_02.Temp-Water.Inst.~1Day.0.Raw-NWS-IEM F \n", + "\n", + "[4129355 rows x 5 columns]" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "\n", + "multi_ts_melt" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1fcf78f9-5007-4440-bd4e-0b08fda5f812", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.18" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/load_data/.ipynb_checkpoints/dev_data_load-checkpoint.ipynb b/load_data/.ipynb_checkpoints/dev_data_load-checkpoint.ipynb new file mode 100644 index 000000000..7837dcb36 --- /dev/null +++ b/load_data/.ipynb_checkpoints/dev_data_load-checkpoint.ipynb @@ -0,0 +1,279 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "fc24b3e1-2a70-436a-a8e3-0bf0e8a9195f", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "import pandas as pd\n", + "from datetime import datetime, timedelta\n", + "import sys\n", + "import cwms\n", + "import numpy as np\n", + "import time" + ] + }, + { + "cell_type": "markdown", + "id": "978352f0-352e-4303-ae23-93838a17e704", + "metadata": {}, + "source": [ + "### Initialize CDA root and key" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bb32f1d3-62a1-447a-b7fe-d0b48f3ccf01", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "office_ids = ['LRL','MVP']\n", + "apiRoot_dev = \"http://localhost:8081/cwms-data/\"\n", + "apiKey_dev = \"apikey testkey12345677\"\n", + "api = cwms.api.init_session(api_root=apiRoot_dev, api_key=apiKey_dev)" + ] + }, + { + "cell_type": "markdown", + "id": "7bd62514-550c-4f3f-a907-52502b10d3ff", + "metadata": {}, + "source": [ + "### Store Locations to Database" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "04001bfd-ef62-4233-a249-cb9cbcba1042", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def default_val(value, default):\n", + " if pd.isna(value) or value == 'Unknown or Not Applicable':\n", + " value = default\n", + " return value\n", + "\n", + "def store_multi_location_df(locations):\n", + " for i,row in locations.iterrows():\n", + " if row['active']:\n", + " loc_json = {\n", + " \"office-id\": row['office'], # required\n", + " \"name\": row['name'], #required\n", + " \"latitude\": float(default_val(row['latitude'],'38.0')), #required\n", + " \"longitude\": float(default_val(row['longitude'],'-85.0')), #required\n", + " \"active\": row['active'], #required\n", + " \"public-name\": default_val(row['public-name'],row['name']),\n", + " \"long-name\": row['long-name'],\n", + " \"description\": row['description'],\n", + " \"timezone-name\": default_val(row['time-zone'],'US/Eastern'), #required\n", + " \"location-type\": row['type'], \n", + " \"location-kind\": row['kind'], #required\n", + " \"nation\": 'US', #required and abbreviated\n", + " #\"state-initial\": row['state'], #Saving state doesn't work.\n", + " #\"county-name\": row['county'],\n", + " \"nearest-city\": row['nearest-city'],\n", + " \"horizontal-datum\": default_val(row['horizontal-datum'],'NAD27'), #required\n", + " #\"published-longitude\": float(row['published-longitude']),\n", + " #\"published-latitude\": float(row['published-latitude']),\n", + " \"vertical-datum\": row['vertical-datum'],\n", + " \"elevation\": float(row['elevation']),\n", + " \"map-label\": row['map-label'],\n", + " \"bounding-office-id\": row['bounding-office'],\n", + " \"elevation-units\": row['unit']\n", + " }\n", + " clean_dict = {k: loc_json[k] for k in loc_json if not pd.isna(loc_json[k])}\n", + " #try:\n", + " cwms.store_location(data = clean_dict)\n", + " #except:\n", + " # print(clean_dict)\n", + " # print('save failed')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d6c56107-9c10-4c52-b8b3-2bf91e1d01ea", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "for office_id in office_ids:\n", + " locations = pd.read_csv(f'data/{office_id}_locations_data.csv')\n", + " store_multi_location_df(locations)" + ] + }, + { + "cell_type": "markdown", + "id": "ec280dcb-a4e3-4a58-af91-c16aa1d88441", + "metadata": {}, + "source": [ + "#### Check if Locations are present" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "48b25256-f248-4247-ae03-f86e3b961584", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "location_check = cwms.get_locations_catalog(office_id='LRL').df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b9130c6f-b28c-4fba-be63-d9500787664b", + "metadata": {}, + "outputs": [], + "source": [ + "location_check" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2b1c2c8a-ff32-4087-a690-6ae32c0ff8f1", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "location_check = cwms.get_locations_catalog(office_id='MVP').df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "41aac268-fbec-490f-aaa1-471d975fcd43", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "location_check" + ] + }, + { + "cell_type": "markdown", + "id": "105169d5-4216-4429-8ffc-a356a0aa99a9", + "metadata": {}, + "source": [ + "### Store Timeseries Values To Database" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9e3e0a05-ef0e-450d-8b10-d5f8a8948463", + "metadata": {}, + "outputs": [], + "source": [ + "for office_id in office_ids:\n", + " print(f'importing timeseries for {office_id}')\n", + " ts_ids = pd.read_csv(f'data/{office_id}_timeseries_ids_used.csv')\n", + " multi_ts_melt = pd.read_parquet(f'data/{office_id}_timeseries_values_melted.parquet')\n", + " multi_ts_melt = multi_ts_melt.dropna(subset=['value'])\n", + " multi_ts_melt_used = multi_ts_melt[multi_ts_melt['ts_id'].isin(ts_ids['ts_id'])]\n", + " cwms.store_multi_timeseries_df(data=multi_ts_melt_used,office_id=office_id,max_workers=10)" + ] + }, + { + "cell_type": "markdown", + "id": "631f8aee-aa70-41cf-bfaf-d75f36b7d95b", + "metadata": {}, + "source": [ + "#### Check Timeseries Values" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1d0da1e2-9b1c-4655-aa8f-b377181b4508", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "ts_ids = cwms.get_timeseries_catalog(office_id='MVP',timeseries_group_like=None,page_size=10000,include_extents=True).df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f3b50dd7-c0dd-4d1c-8a94-9adf904f93b0", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "ts_ids" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "fcf0c940-97e9-48e9-9fd1-e73d92b86c0f", + "metadata": {}, + "outputs": [], + "source": [ + "start_date = pd.to_datetime('03/01/2025').tz_localize('UTC')\n", + "end_date = pd.to_datetime('06/13/2025').tz_localize('UTC')\n", + "data = cwms.get_timeseries(ts_id='ZUMM5.Stage.Inst.~15Minutes.0.rev-USGS',office_id='MVP',begin=start_date,end=end_date)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "57cdb085-a27a-4814-b834-827728474f0e", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "data.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8926cbfa-6029-415f-bc13-29c9c4a3bb21", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.4" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/load_data/.ipynb_checkpoints/test-checkpoint.csv b/load_data/.ipynb_checkpoints/test-checkpoint.csv new file mode 100644 index 000000000..8734fe9ef --- /dev/null +++ b/load_data/.ipynb_checkpoints/test-checkpoint.csv @@ -0,0 +1,1241 @@ +,office,name,units,interval,interval-offset,time-zone,extents +0,MVP,ABRN8.Flow-Local.Inst.6Hours.0.Fcst-NCRFC-CHIPS,cms,6Hours,0,US/Central,"[{'earliest-time': '2025-05-25T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-06T01:11:00Z', 'last-update': '2025-06-16T18:43:16.063259Z'}, {'earliest-time': '2025-05-26T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-07T01:11:00Z', 'last-update': '2025-06-16T18:43:17.081731Z'}, {'earliest-time': '2025-05-27T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-08T01:11:00Z', 'last-update': '2025-06-16T18:43:16.0351Z'}, {'earliest-time': '2025-05-29T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-11T01:11:00Z', 'last-update': '2025-06-16T18:43:15.841988Z'}, {'earliest-time': '2025-05-29T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-12T01:11:00Z', 'last-update': '2025-06-16T18:43:14.655117Z'}]" +1,MVP,ABRN8.Flow-Local.Inst.6Hours.0.Fcst-NCRFC-CHIPS-Auto,cms,6Hours,0,US/Central,"[{'earliest-time': '2025-03-01T00:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'last-update': '2025-06-16T18:43:17.12Z'}]" +2,MVP,ABRN8.Flow-Local.Inst.6Hours.0.Fcst-NCRFC-CHIPS-CRF,cms,6Hours,0,US/Central,"[{'earliest-time': '2025-03-01T00:00:00Z', 'latest-time': '2025-03-18T12:00:00Z', 'last-update': '2025-06-16T18:43:16.174Z'}]" +3,MVP,ABRN8.Flow.Ave.1Day.1Day.rev-USGS,cms,1Day,300,US/Central,"[{'earliest-time': '2025-03-01T05:00:00Z', 'latest-time': '2025-05-22T05:00:00Z', 'last-update': '2025-06-16T18:43:17.214247Z'}]" +4,MVP,ABRN8.Flow.Inst.6Hours.0.Fcst-NCRFC-CHIPS,cms,6Hours,0,US/Central,"[{'earliest-time': '2025-05-25T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-06T01:11:00Z', 'last-update': '2025-06-16T18:43:18.586Z'}, {'earliest-time': '2025-05-26T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-07T01:11:00Z', 'last-update': '2025-06-16T18:43:18.351288Z'}, {'earliest-time': '2025-05-27T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-08T01:11:00Z', 'last-update': '2025-06-16T18:43:19.609036Z'}, {'earliest-time': '2025-05-29T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-11T01:11:00Z', 'last-update': 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'latest-time': '2025-06-13T00:00:00Z', 'last-update': '2025-06-16T18:41:17.939Z'}]" +1212,MVP,TraverseWR_Dam.Stage.Inst.15Minutes.0.rev,m,15Minutes,0,US/Central,"[{'earliest-time': '2025-03-01T00:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'last-update': '2025-06-16T18:41:19.226Z'}]" +1213,MVP,TraverseWR_Dam.Stage.Inst.~15Minutes.0.Raw-USGS,m,~15Minutes,-2147483648,US/Central,"[{'earliest-time': '2025-03-01T00:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'last-update': '2025-06-16T18:41:19.122Z'}]" +1214,MVP,TraverseWR_Dam.Stage.Inst.~15Minutes.0.best,m,~15Minutes,-2147483648,US/Central,"[{'earliest-time': '2025-03-01T00:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'last-update': '2025-06-16T18:41:20.544Z'}]" +1215,MVP,TraverseWR_Dam.Stage.Inst.~15Minutes.0.rev-USGS,m,~15Minutes,-2147483648,US/Central,"[{'earliest-time': '2025-03-01T00:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'last-update': '2025-06-16T18:41:20.346Z'}]" +1216,MVP,TraverseWR_Dam.Stor.Ave.15Minutes.2Hours.comp,m3,15Minutes,0,US/Central,"[{'earliest-time': '2025-03-01T00:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'last-update': '2025-06-16T18:41:20.436Z'}]" +1217,MVP,TraverseWR_Dam.Stor.Ave.1Day.1Day.comp,m3,1Day,720,US/Central,"[{'earliest-time': '2025-03-07T12:00:00Z', 'latest-time': '2025-06-12T12:00:00Z', 'last-update': '2025-06-16T18:41:19.194Z'}]" +1218,MVP,TraverseWR_Dam.Stor.Ave.6Hours.6Hours.comp,m3,6Hours,0,US/Central,"[{'earliest-time': '2025-03-07T00:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'last-update': '2025-06-16T18:41:20.18Z'}]" +1219,MVP,TraverseWR_Dam.Temp-Air.Inst.~1Day.0.Raw-NWS-ACIS,C,~1Day,-2147483648,US/Central,"[{'earliest-time': '2025-03-03T12:00:00Z', 'latest-time': '2025-06-11T12:00:00Z', 'last-update': '2025-06-16T18:41:20.673Z'}]" +1220,MVP,TraverseWR_Dam.Temp-Air.Max.~1Day.1Day.Raw-NWS-ACIS,C,~1Day,-2147483648,US/Central,"[{'earliest-time': '2025-03-01T12:00:00Z', 'latest-time': '2025-06-11T12:00:00Z', 'last-update': '2025-06-16T18:41:21.629Z'}]" +1221,MVP,TraverseWR_Dam.Temp-Air.Min.~1Day.1Day.Raw-NWS-ACIS,C,~1Day,-2147483648,US/Central,"[{'earliest-time': '2025-03-01T12:00:00Z', 'latest-time': '2025-06-11T12:00:00Z', 'last-update': '2025-06-16T18:41:22.836Z'}]" +1222,MVP,TraverseWR_Dam.Volt.Inst.1Hour.0.CEMVP-GOES-Raw,volt,1Hour,0,US/Central,"[{'earliest-time': '2025-03-01T00:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'last-update': '2025-06-16T18:41:25.332471Z'}]" +1223,MVP,ZUMM5.Flow-Local.Inst.6Hours.0.Fcst-NCRFC-CHIPS,cms,6Hours,0,US/Central,"[{'earliest-time': '2025-05-27T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-08T01:11:00Z', 'last-update': '2025-06-16T18:33:34.180276Z'}, {'earliest-time': '2025-05-28T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-09T01:11:00Z', 'last-update': '2025-06-16T18:33:33.007808Z'}, {'earliest-time': '2025-05-30T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-10T01:11:00Z', 'last-update': '2025-06-16T18:33:32.704893Z'}, {'earliest-time': '2025-05-29T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-11T01:11:00Z', 'last-update': '2025-06-16T18:33:34.24004Z'}, {'earliest-time': '2025-05-29T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-12T01:11:00Z', 'last-update': '2025-06-16T18:33:32.991601Z'}]" +1224,MVP,ZUMM5.Flow-Local.Inst.6Hours.0.Fcst-NCRFC-CHIPS-Auto,cms,6Hours,0,US/Central,"[{'earliest-time': '2025-03-01T00:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'last-update': '2025-06-16T18:21:41.138Z'}]" +1225,MVP,ZUMM5.Flow-Local.Inst.6Hours.0.Fcst-NCRFC-CHIPS-CRF,cms,6Hours,0,US/Central,"[{'earliest-time': '2025-03-01T00:00:00Z', 'latest-time': '2025-04-01T12:00:00Z', 'last-update': '2025-06-16T18:33:34.262Z'}]" +1226,MVP,ZUMM5.Flow.Inst.15Minutes.0.comp,cms,15Minutes,0,US/Central,"[{'earliest-time': '2025-03-01T00:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'last-update': '2025-06-16T18:33:36.509Z'}]" +1227,MVP,ZUMM5.Flow.Inst.15Minutes.0.rev,cms,15Minutes,0,US/Central,"[{'earliest-time': '2025-03-01T00:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'last-update': '2025-06-16T18:21:42.734Z'}]" +1228,MVP,ZUMM5.Flow.Inst.6Hours.0.Fcst-NCRFC-CHIPS,cms,6Hours,0,US/Central,"[{'earliest-time': '2025-05-27T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-08T01:11:00Z', 'last-update': '2025-06-16T18:33:37.962076Z'}, {'earliest-time': '2025-05-28T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-09T01:11:00Z', 'last-update': '2025-06-16T18:33:36.733914Z'}, {'earliest-time': '2025-05-30T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-10T01:11:00Z', 'last-update': '2025-06-16T18:33:39.041481Z'}, {'earliest-time': '2025-05-29T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-11T01:11:00Z', 'last-update': '2025-06-16T18:33:37.823873Z'}, {'earliest-time': '2025-05-29T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-12T01:11:00Z', 'last-update': '2025-06-16T18:33:36.50295Z'}]" +1229,MVP,ZUMM5.Flow.Inst.6Hours.0.Fcst-NCRFC-CHIPS-Auto,cms,6Hours,0,US/Central,"[{'earliest-time': '2025-03-01T00:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'last-update': '2025-06-16T18:33:36.888Z'}]" +1230,MVP,ZUMM5.Flow.Inst.6Hours.0.Fcst-NCRFC-CHIPS-CRF,cms,6Hours,0,US/Central,"[{'earliest-time': '2025-03-01T00:00:00Z', 'latest-time': '2025-04-01T12:00:00Z', 'last-update': '2025-06-16T18:33:36.807Z'}]" +1231,MVP,ZUMM5.Precip-RainAndMelt.Total.6Hours.6Hours.Fcst-NCRFC-CHIPS,mm,6Hours,0,US/Central,"[{'earliest-time': '2025-05-27T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-08T01:11:00Z', 'last-update': '2025-06-16T18:33:39.257429Z'}, {'earliest-time': '2025-05-28T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-09T01:11:00Z', 'last-update': '2025-06-16T18:33:39.100908Z'}, {'earliest-time': '2025-05-30T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-10T01:11:00Z', 'last-update': '2025-06-16T18:33:40.366749Z'}, {'earliest-time': '2025-05-29T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-11T01:11:00Z', 'last-update': '2025-06-16T18:33:40.609429Z'}, {'earliest-time': '2025-05-29T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-12T01:11:00Z', 'last-update': '2025-06-16T18:33:38.101221Z'}]" +1232,MVP,ZUMM5.Precip-RainAndMelt.Total.6Hours.6Hours.Fcst-NCRFC-CHIPS-Auto,mm,6Hours,0,US/Central,"[{'earliest-time': '2025-03-01T00:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'last-update': '2025-06-16T18:33:39.203Z'}]" +1233,MVP,ZUMM5.Precip-RainAndMelt.Total.6Hours.6Hours.Fcst-NCRFC-CHIPS-CRF,mm,6Hours,0,US/Central,"[{'earliest-time': '2025-03-01T00:00:00Z', 'latest-time': '2025-04-01T12:00:00Z', 'last-update': '2025-06-16T18:33:39.133Z'}]" +1234,MVP,ZUMM5.Stage.Inst.15Minutes.0.CEMVP-GOES-Raw,m,15Minutes,0,US/Central,"[{'earliest-time': '2025-03-01T00:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'last-update': '2025-06-16T18:33:39.409Z'}]" +1235,MVP,ZUMM5.Stage.Inst.15Minutes.0.corrected-comp,m,15Minutes,0,US/Central,"[{'earliest-time': '2025-03-01T00:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'last-update': '2025-06-16T18:33:39.459Z'}]" +1236,MVP,ZUMM5.Stage.Inst.15Minutes.0.rev,m,15Minutes,0,US/Central,"[{'earliest-time': '2025-03-01T00:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'last-update': '2025-06-16T18:33:40.41Z'}]" +1237,MVP,ZUMM5.Stage.Inst.~15Minutes.0.Raw-USGS,m,~15Minutes,-2147483648,US/Central,"[{'earliest-time': '2025-03-01T00:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'last-update': '2025-06-16T18:33:40.53Z'}]" +1238,MVP,ZUMM5.Stage.Inst.~15Minutes.0.rev-USGS,m,~15Minutes,-2147483648,US/Central,"[{'earliest-time': '2025-03-01T00:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'last-update': '2025-06-16T18:33:40.668Z'}]" +1239,MVP,ZUMM5.Volt.Inst.1Hour.0.CEMVP-GOES-Raw,volt,1Hour,0,US/Central,"[{'earliest-time': '2025-03-01T00:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'last-update': '2025-06-16T18:33:42.799Z'}]" diff --git a/load_data/base_locations_to_grab.csv b/load_data/base_locations_to_grab.csv new file mode 100644 index 000000000..475398f07 --- /dev/null +++ b/load_data/base_locations_to_grab.csv @@ -0,0 +1,36 @@ +Office,Base_Location +MVP,ABRN8 +MVP,AGYM5 +MVP,Baldhill_Dam +MVP,ChippewaDiv_Dam +MVP,Clayton +MVP,Cooperstown +MVP,DAWM5 +MVP,ELZM5 +MVP,Highway75_Dam +MVP,LFKM5 +MVP,LockDam_05 +MVP,LockDam_02 +MVP,MissHW_Gull +MVP,MOOM5S +MVP,MissHW_PineRiver +MVP,Muscoda +MVP,NWUM5 +MVP,Rafferty_Dam +MVP,TraverseWR_Dam +MVP,ZUMM5 +LRL,ALVK2 +LRL,BKVI3 +LRL,DUNK2 +LRL,GRLK2 +LRL,Barkley +LRL,Cairo +LRL,Kentucky +LRL,Newburgh +LRL,Olmsted +LRL,Boston +LRL,Catawba +LRL,Cincinnati +LRL,Buckhorn +LRL,Green +LRL,Taylorsville diff --git a/load_data/data/.ipynb_checkpoints/LRL_locations_data-checkpoint.csv b/load_data/data/.ipynb_checkpoints/LRL_locations_data-checkpoint.csv new file mode 100755 index 000000000..b8219d8e3 --- /dev/null +++ b/load_data/data/.ipynb_checkpoints/LRL_locations_data-checkpoint.csv @@ -0,0 +1,53 @@ +office,name,kind,unit,nation,active,aliases,nearest-city,time-zone,latitude,longitude,horizontal-datum,elevation,vertical-datum,state,county,bounding-office,map-label,public-name,long-name,type,published-latitude,published-longitude,description +LRL,Taylorsville-Lake,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03295597'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '03295890-Lake'}, {'name': 'Agency Aliases-NIDID', 'value': 'KY00051-Lake'}]","Taylorsville, KY",US/Eastern,38.003568,-85.3065171,NAD27,466.84999999999997,NGVD29,KY,Spencer,LRL,Taylorsville Lake,,,,,, +LRL,Green-GRLK2,SITE,m,United States,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'KY03007-GRLK2'}]","Cane Valley, KY",US/Eastern,37.2461111,-85.3391667,NAD27,203.6064,NGVD29,KY,Taylor,LRL,Green River Lake,,,,,, +LRL,Boston-BSNK2L,SITE,m,United States,True,"[{'name': 'Agency Aliases-DCP Platform ID', 'value': 'CE693326-BSNK2L'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '03301500-BSNK2L'}]",,US/Eastern,37.767286111111,-85.70385,,122.048016,NGVD29,KY,Nelson,,,,,,,, +LRL,Green,PROJECT,ft,United States,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'KY03007'}]","Cane Valley, KY",US/Eastern,37.2461111,-85.3391667,NAD27,668.0,NGVD29,KY,Taylor,LRL,Green River Lake,Green River Lake,Green,Corps Reservoir,,, +LRL,Taylorsville-Bypass02,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03295890-Bypass02'}, {'name': 'Agency Aliases-NIDID', 'value': 'KY00051-Bypass02'}]","Taylorsville, KY",US/Eastern,38.003568,-85.3065171,NAD27,142.29588,NGVD29,KY,Spencer,LRL,Taylorsville Lake,,,,,, +LRL,Catawba,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03253500'}]","Falmouth, KY",US/Eastern,38.7103478,-84.3107693,NAD27,500.01,NGVD29,KY,Pendleton,LRL,Licking River at Catawba,"LICKING RIVER AT CATAWBA, KY","LICKING RIVER AT CATAWBA, KY",Stream Gauge,,, +LRL,Buckhorn-Lake,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03280800'}, {'name': 'Agency Aliases-NIDID', 'value': 'KY03027-Lake'}]","Buckhorn, KY",US/Eastern,37.3402778,-83.4691667,NAD27,757.0,NGVD29,KY,Perry,LRL,Buckhorn Lake,,,,,, +LRL,TaylorsvilleOH,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03263000'}]",,America/New_York,,,,,,,,,,,,,,, +LRL,DUNK2S,SITE,ft,United States,True,[],,,,,,,,,,,,,,,,, +LRL,BKVI3,SITE,ft,United States,True,[],,,,,,,,,,,,,,,,, +LRL,Cincinnati-CCNO1,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03255000-CCNO1'}]","Covington, KY",US/Eastern,39.0945044,-84.5104983,NAD27,428.87999999999994,NGVD29,OH,Hamilton,LRL,Ohio River at Cincinnati,,,,,, +LRL,Olmsted-HW,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03612600-HW'}]",Presque Isle,Unknown or Not Applicable,0.0,0.0,,0.0,,00,Unknown County or County N/A for Unknown State or State N/A,,,Olmsted Headwater,,,-3.4028234663852886e+38,-3.4028234663852886e+38, +LRL,Boston,SITE,ft,,True,"[{'name': 'Agency Aliases-DCP Platform ID', 'value': 'CE693326'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '03301500'}]",,US/Eastern,37.767286111111,-85.70385,,400.41999999999996,NGVD29,KY,Nelson,,,"ROLLING FORK NEAR BOSTON, KY","ROLLING FORK NEAR BOSTON, KY",,,, +LRL,ALVK2,SITE,m,United States,True,[],,,,,,,,,,,,,,,,, +LRL,Taylorsville-Outlet01,OUTLET,m,United States,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'KY00051-Outlet01'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '03295890-Outlet01'}]","Taylorsville, KY",US/Eastern,38.005360231786,-85.307965492868,NAD27,142.29588,NGVD29,KY,Spencer,LRL,Taylorsville Lake,Taylorsville Outlet,,,,, +LRL,Taylorsville-BRCK2,SITE,m,United States,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'KY00051-BRCK2'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '03295890-BRCK2'}]","Taylorsville, KY",US/Eastern,38.003568,-85.3065171,NAD27,142.29588,NGVD29,KY,Spencer,LRL,Taylorsville Lake,,,,,, +LRL,Green-Lake,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03305990'}, {'name': 'Agency Aliases-NIDID', 'value': 'KY03007-Lake'}]","Cane Valley, KY",US/Eastern,37.2461111,-85.3391667,NAD27,203.6064,NGVD29,KY,Taylor,LRL,Green River Lake,,,,,, +LRL,Greensburg,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03306500'}]","Greensburg, KY",US/Central,37.2536713,-85.5030215,NAD83,531.81,NGVD29,KY,Green,LRL,,"GREEN RIVER AT GREENSBURG, KY","GREEN RIVER AT GREENSBURG, KY",,,, +LRL,Cairo,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '370000089094501'}]",,,,,,,,,,,,,,,,, +LRL,BowlingGreenKY-BWGK2L,SITE,ft,United States,True,"[{'name': 'Agency Aliases-DCP Platform ID', 'value': 'CE774640-BWGK2L'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '03314500-BWGK2L'}]",,US/Central,37.002819444444,-86.432766666667,,409.83,NGVD29,KY,Warren,,,,,,,, +LRL,Franklin-ALVK2S,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03313700-ALVK2S'}]","Franklin, KY",US/Central,36.7233738,-86.5522175,NAD83,174.799752,NGVD29,KY,Simpson,LRL,,,,,,, +LRL,Newburgh,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03304300'}]","Newburgh, IN",US/Central,37.934301333332,-87.379384665112,NAD83,100.434648,NGVD29,IN,Warrick,LRL,Newburgh Locks and Dam TW,OHIO RIVER AT NEWBURGH LOCK AND ,"OHIO RIVER AT NEWBURGH LOCK AND DAM, IN",Stream Gauge,,, +LRL,Alvaton-ALVK2L,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03314000-ALVK2L'}, {'name': 'Agency Aliases-DCP Platform ID', 'value': 'CE6D10F0-ALVK2L'}]",,US/Central,36.895319444444,-86.380547222222,,443.0699999999999,NGVD29,KY,Warren,,,,,,,, +LRL,Taylorsville-Tailwater,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03295890-Tailwater'}, {'name': 'Agency Aliases-NIDID', 'value': 'KY00051-Tailwater'}]","Taylorsville, KY",US/Eastern,38.003568,-85.3065171,NAD27,142.29588,NGVD29,KY,Spencer,LRL,Taylorsville Lake,,,,,, +LRL,Barkley-BARK2,SITE,ft,United States,True,[],,,,,,,,,,,,,,,,, +LRL,GRLK2,SITE,ft,United States,True,[],,,,,,,,,,,,,,,,, +LRL,Buckhorn,PROJECT,m,United States,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'KY03027'}]","Buckhorn, KY",US/Eastern,37.3402778,-83.4691667,NAD27,230.73360000000002,NGVD29,KY,Perry,LRL,Buckhorn Lake,Buckhorn Lake,Buckhorn Lake,Corps Reservoir,,, +LRL,Kentucky-KYDK2,SITE,m,United States,True,[],,,,,,,,,,,,,,,,, +LRL,Taylorsville-ServiceGate01,SITE,m,United States,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'KY00051-ServiceGate01'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '03295890-ServiceGate01'}]","Taylorsville, KY",US/Eastern,38.003568,-85.3065171,NAD27,142.29588,NGVD29,KY,Spencer,LRL,Taylorsville Lake,,,,,, +LRL,Taylorsville-ServiceGate02,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03295890-ServiceGate02'}, {'name': 'Agency Aliases-NIDID', 'value': 'KY00051-ServiceGate02'}]","Taylorsville, KY",US/Eastern,38.003568,-85.3065171,NAD27,142.29588,NGVD29,KY,Spencer,LRL,Taylorsville Lake,,,,,, +LRL,Taylorsville-Bypass01,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03295890-Bypass01'}, {'name': 'Agency Aliases-NIDID', 'value': 'KY00051-Bypass01'}]","Taylorsville, KY",US/Eastern,38.003568,-85.3065171,NAD27,142.29588,NGVD29,KY,Spencer,LRL,Taylorsville Lake,,,,,, +LRL,Cairo-CIRI2,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '370000089094501-CIRI2'}]",,,,,,,,,,,,,,,,, +LRL,Olmsted,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03612600'}]",Presque Isle,America/Chicago,0.0,0.0,,0.0,,,,,,,,,0.0,0.0, +LRL,Taylorsville,PROJECT,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03295890'}, {'name': 'Agency Aliases-NIDID', 'value': 'KY00051'}]","Taylorsville, KY",US/Eastern,38.003568,-85.3065171,NAD27,142.29588,NGVD29,KY,Spencer,LRL,Taylorsville Lake,Taylorsville Lake,Taylorsville Lake,Corps Reservoir,,, +LRL,Dundee-DUNK2L,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03319000-DUNK2L'}]","Narrows, KY",US/Central,37.5475514,-86.7216546,NAD83,393.18,NGVD29,KY,Ohio,LRL,,,,,,, +LRL,HorseBranch-DUNK2S,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03318800-DUNK2S'}]",,,,,,,,,,,,,,,,, +LRL,BowlingGreenKY,SITE,ft,,True,"[{'name': 'Agency Aliases-DCP Platform ID', 'value': 'CE774640'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '03314500'}]",,US/Central,37.002819444444,-86.432766666667,,409.83,NGVD29,KY,Warren,,,"BARREN RIVER AT BOWLING GREEN, K","BARREN RIVER AT BOWLING GREEN, KY",,,, +LRL,DUNK2,SITE,ft,United States,True,[],,,,,,,,,,,,,,,,, +LRL,Olmsted-TW,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03612600-TW'}]",Presque Isle,Unknown or Not Applicable,0.0,0.0,,0.0,,00,Unknown County or County N/A for Unknown State or State N/A,,,Olmsted Tailwater,,,-3.4028234663852886e+38,-3.4028234663852886e+38, +LRL,ALVK2S,SITE,m,United States,True,[],,,,,,,,,,,,,,,,, +LRL,Taylorsville-BRCK2L,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03295890-BRCK2L'}, {'name': 'Agency Aliases-NIDID', 'value': 'KY00051-BRCK2L'}]","Taylorsville, KY",US/Eastern,38.003568,-85.3065171,NAD27,142.29588,NGVD29,KY,Spencer,LRL,Taylorsville Lake,,,,,, +LRL,OlmstedUpr,SITE,m,United States,True,[],"Olmsted, IL",US/Central,37.183424262929,-89.063253433899,NAD83,84.86851200000001,NGVD29,KY,Ballard,LRL,Olmsted Dam Upper Gage,OHIO RIVER AT OLMSTED,OHIO RIVER AT OLMSTED,Stream Gauge,,, +LRL,Taylorsville-TAYO1,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03295890-TAYO1'}, {'name': 'Agency Aliases-NIDID', 'value': 'KY00051-TAYO1'}]","Vandalia, OH",US/Eastern,39.8728351,-84.164107,NAD83,760.11,NGVD29,OH,Montgomery,LRL,Taylorsville Dam,Great Miami River at Taylorsvill,Great Miami River at Taylorsville OH,Stream Gauge,,, +LRL,BowlingGreenIN,SITE,m,,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03360000'}, {'name': 'Agency Aliases-DCP Platform ID', 'value': 'CE77835E'}]",,US/Eastern,39.382819444444,-87.020566666667,,167.036496,NGVD29,IN,Clay,,,"EEL RIVER AT BOWLING GREEN, IN","EEL RIVER AT BOWLING GREEN, IN",Stream Gauge,,, +LRL,Newburghwq,SITE,ft,United States,True,[],,,,,,,,,,,,,,,,, +LRL,GreenMouth,SITE,ft,United States,True,[],,,,,,,,,,,,,,,,, +LRL,Kentucky,SITE,m,United States,True,[],,,,,,,,,,,,,,,,, +LRL,Cincinnati,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03255000'}]","Covington, KY",US/Eastern,39.0945044,-84.5104983,NAD27,428.87999999999994,NGVD29,OH,Hamilton,LRL,Ohio River at Cincinnati,"OHIO RIVER AT CINCINNATI, OH","OHIO RIVER AT CINCINNATI, OH",Stream Gauge,,, +LRL,Newburgh-NBGI3,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03304300-NBGI3'}]","Newburgh, IN",Unknown or Not Applicable,37.934301333332,-87.379384665112,NAD83,100.434648,NGVD29,00,Unknown County or County N/A for Unknown State or State N/A,LRL,Newburgh Locks and Dam TW,,,,,, +LRL,Olmsted-OLMI2,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03612600-OLMI2'}]",Presque Isle,America/Chicago,0.0,0.0,,0.0,,,,,,,,,0.0,0.0, +LRL,Greensburg-GNSK2L,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03306500-GNSK2L'}]","Greensburg, KY",US/Central,37.2536713,-85.5030215,NAD83,531.81,NGVD29,KY,Green,LRL,,,,,,, +LRL,Barkley,SITE,ft,United States,True,[],,,,,,,,,,,,,,,,, diff --git a/load_data/data/.ipynb_checkpoints/LRL_timeseries_ids-checkpoint.csv b/load_data/data/.ipynb_checkpoints/LRL_timeseries_ids-checkpoint.csv new file mode 100755 index 000000000..eaadbba2a --- /dev/null +++ b/load_data/data/.ipynb_checkpoints/LRL_timeseries_ids-checkpoint.csv @@ -0,0 +1,444 @@ +,office,ts_id +0,LRL,Taylorsville-Lake.Elev.Inst.15Minutes.0.LRGS-raw +1,LRL,Taylorsville-Lake.Elev.Inst.15Minutes.0.LRGS-rev +2,LRL,Taylorsville-Lake.Elev.Inst.5Minutes.0.LRGS-raw +3,LRL,Taylorsville-Lake.Elev.Inst.5Minutes.0.LRGS-rev +4,LRL,Taylorsville-Lake.Elev.Inst.5Minutes.0.USGS-raw +5,LRL,Taylorsville-Lake.Elev.Inst.5Minutes.0.USGS-rev +6,LRL,Taylorsville-Lake.Precip.Inst.15Minutes.0.LRGS-raw +7,LRL,Taylorsville-Lake.Precip.Inst.5Minutes.0.LRGS-raw +8,LRL,Taylorsville-Lake.Precip.Total.5Minutes.5Minutes.USGS-raw +9,LRL,Taylorsville-Lake.Precip.Total.5Minutes.5Minutes.USGS-rev +10,LRL,Taylorsville-Lake.Temp-Water.Inst.15Minutes.0.USGS-raw +11,LRL,Taylorsville-Lake.Temp-Water.Inst.15Minutes.0.USGS-rev +12,LRL,BowlingGreenIN.Flow.Inst.15Minutes.0.LRGS-comp +13,LRL,BowlingGreenIN.Flow.Inst.15Minutes.0.USGS-raw +14,LRL,BowlingGreenIN.Flow.Inst.15Minutes.0.USGS-rev +15,LRL,BowlingGreenIN.Stage.Inst.15Minutes.0.LRGS-raw +16,LRL,BowlingGreenIN.Stage.Inst.15Minutes.0.LRGS-rev +17,LRL,BowlingGreenIN.Stage.Inst.15Minutes.0.USGS-raw +18,LRL,BowlingGreenIN.Stage.Inst.15Minutes.0.USGS-rev +19,LRL,BowlingGreenIN.Stage.Inst.~1Day.0.lrldlb-raw +20,LRL,BowlingGreenIN.Stage.Inst.~1Day.0.lrldlb-rev +21,LRL,BowlingGreenKY.Flow.Inst.15Minutes.0.LRGS-comp +22,LRL,BowlingGreenKY.Flow.Inst.15Minutes.0.USGS-raw +23,LRL,BowlingGreenKY.Flow.Inst.15Minutes.0.USGS-rev +24,LRL,BowlingGreenKY.Precip.Inst.15Minutes.0.LRGS-raw +25,LRL,BowlingGreenKY.Precip.Total.15Minutes.15Minutes.USGS-raw +26,LRL,BowlingGreenKY.Precip.Total.15Minutes.15Minutes.USGS-rev +27,LRL,BowlingGreenKY.Stage.Inst.15Minutes.0.LRGS-raw +28,LRL,BowlingGreenKY.Stage.Inst.15Minutes.0.LRGS-rev +29,LRL,BowlingGreenKY.Stage.Inst.15Minutes.0.USGS-raw +30,LRL,BowlingGreenKY.Stage.Inst.15Minutes.0.USGS-rev +31,LRL,BowlingGreenKY.Stage.Inst.~1Day.0.lrldlb-raw +32,LRL,BowlingGreenKY.Stage.Inst.~1Day.0.lrldlb-rev +33,LRL,GREENUP-GNUK2.Code-Ice.Inst.0.0.LPMS-raw +34,LRL,GREENUP-GNUK2.Code-Weather.Inst.0.0.LPMS-raw +35,LRL,GREENUP-GNUK2.Count-Hydropower-Units.Inst.0.0.LPMS-raw +36,LRL,GREENUP-GNUK2.Dir-Wind.Inst.0.0.LPMS-raw +37,LRL,GREENUP-GNUK2.Flow-Hydropower.Inst.0.0.LPMS-raw +38,LRL,GREENUP-GNUK2.Flow-Total.Inst.0.0.LPMS-comp +39,LRL,GREENUP-GNUK2.Opening-Gate-Total.Inst.0.0.LPMS-raw +40,LRL,GREENUP-GNUK2.Precip.Total.0.1Day.LPMS-raw +41,LRL,GREENUP-GNUK2.Speed-Wind.Inst.0.0.LPMS-raw +42,LRL,GREENUP-GNUK2.Stage-Headwater.Inst.0.0.LPMS-raw +43,LRL,GREENUP-GNUK2.Stage-Headwater.Inst.1Day.0.LPMS-comp +44,LRL,GREENUP-GNUK2.Stage-Tailwater.Inst.0.0.LPMS-raw +45,LRL,GREENUP-GNUK2.Stage-Tailwater.Inst.1Day.0.LPMS-comp +46,LRL,GREENUP-GNUK2.Temp-Air.Inst.0.0.LPMS-raw +47,LRL,GREENUP-GNUK2.Temp-Water.Inst.0.0.LPMS-raw +48,LRL,Green-Lake.Elev.Inst.15Minutes.0.LRGS-raw +49,LRL,Green-Lake.Elev.Inst.15Minutes.0.LRGS-rev +50,LRL,Green-Lake.Elev.Inst.5Minutes.0.LRGS-raw +51,LRL,Green-Lake.Elev.Inst.5Minutes.0.LRGS-rev +52,LRL,Green-Lake.Elev.Inst.5Minutes.0.USGS-raw +53,LRL,Green-Lake.Elev.Inst.5Minutes.0.USGS-rev +54,LRL,Green-Lake.Precip.Inst.15Minutes.0.LRGS-raw +55,LRL,Green-Lake.Stage.Inst.15Minutes.0.LRGS-raw +56,LRL,Green-Lake.Stage.Inst.15Minutes.0.LRGS-rev +57,LRL,Green-Lake.Stage.Inst.5Minutes.0.LRGS-raw +58,LRL,Green-Lake.Stage.Inst.5Minutes.0.LRGS-rev +59,LRL,Green-Lake.Stage.Inst.5Minutes.0.USGS-raw +60,LRL,Green-Lake.Stage.Inst.5Minutes.0.USGS-rev +61,LRL,Green.Depth-Snow.Inst.~1Day.0.radar-test +62,LRL,Green.Depth-SnowWE.Inst.~1Day.0.radar-test +63,LRL,Green.Elev.Inst.0.0.lrldlb-raw +64,LRL,Green.Elev.Inst.0.0.lrldlb-rev +65,LRL,Green.Elev.Inst.0.0.radar-test +66,LRL,Green.Elev.Inst.15Minutes.0.LRGS-raw +67,LRL,Green.Elev.Inst.15Minutes.0.LRGS-rev +68,LRL,Green.Elev.Inst.1Hour.0.LRL-cavi-fct +69,LRL,Green.Elev.Inst.1Hour.0.National-CWMS-Forecast +70,LRL,Green.Elev.Inst.1Hour.0.lrldlb-comp +71,LRL,Green.Elev.Inst.~1Day.0.LRL-cavi-fct +72,LRL,Green.Flow-BP1.Inst.0.0.lrldlb-comp +73,LRL,Green.Flow-BP1.Inst.1Hour.0.lrldlb-comp +74,LRL,Green.Flow-BP2.Inst.0.0.lrldlb-comp +75,LRL,Green.Flow-BP2.Inst.1Hour.0.lrldlb-comp +76,LRL,Green.Flow-Inflow.Ave.1Hour.1Hour.lrldlb-comp +77,LRL,Green.Flow-Inflow.Ave.1Hour.6Hours.lrldlb-comp +78,LRL,Green.Flow-Inflow.Inst.1Hour.0.National-CWMS-Forecast +79,LRL,Green.Flow-MG1.Inst.0.0.lrldlb-comp +80,LRL,Green.Flow-MG1.Inst.1Hour.0.lrldlb-comp +81,LRL,Green.Flow-Outflow.Ave.1Hour.1Hour.lrldlb-comp +82,LRL,Green.Flow-Outflow.Inst.0.0.lrldlb-comp +83,LRL,Green.Flow-Outflow.Inst.1Hour.0.LRL-cavi-fct +84,LRL,Green.Flow-Outflow.Inst.1Hour.0.National-CWMS-Forecast +85,LRL,Green.Flow-Outflow.Inst.1Hour.0.lrldlb-comp +86,LRL,Green.Flow-Outflow.Inst.~1Day.0.LRL-cavi-fct +87,LRL,Green.Opening-BP1.Inst.0.0.lrldlb-fct +88,LRL,Green.Opening-BP1.Inst.0.0.lrldlb-raw +89,LRL,Green.Opening-BP1.Inst.0.0.lrldlb-rev +90,LRL,Green.Opening-BP1.Inst.0.0.radar-test +91,LRL,Green.Opening-BP1.Inst.1Hour.0.lrldlb-comp +92,LRL,Green.Opening-BP2.Inst.0.0.lrldlb-fct +93,LRL,Green.Opening-BP2.Inst.0.0.lrldlb-raw +94,LRL,Green.Opening-BP2.Inst.0.0.lrldlb-rev +95,LRL,Green.Opening-BP2.Inst.0.0.radar-test +96,LRL,Green.Opening-BP2.Inst.1Hour.0.lrldlb-comp +97,LRL,Green.Opening-L1.Inst.0.0.lrldlb-fct +98,LRL,Green.Opening-L1.Inst.0.0.lrldlb-raw +99,LRL,Green.Opening-L1.Inst.0.0.lrldlb-rev +100,LRL,Green.Opening-L1.Inst.0.0.radar-test +101,LRL,Green.Opening-L1.Inst.1Hour.0.lrldlb-comp +102,LRL,Green.Opening-L2.Inst.0.0.lrldlb-fct +103,LRL,Green.Opening-L2.Inst.0.0.lrldlb-raw +104,LRL,Green.Opening-L2.Inst.0.0.lrldlb-rev +105,LRL,Green.Opening-L2.Inst.0.0.radar-test +106,LRL,Green.Opening-L2.Inst.1Hour.0.lrldlb-comp +107,LRL,Green.Opening-MG1.Inst.0.0.lrldlb-fct +108,LRL,Green.Opening-MG1.Inst.0.0.lrldlb-raw +109,LRL,Green.Opening-MG1.Inst.0.0.lrldlb-rev +110,LRL,Green.Opening-MG1.Inst.0.0.radar-test +111,LRL,Green.Opening-MG1.Inst.1Hour.0.lrldlb-comp +112,LRL,Green.Opening-MG2.Inst.0.0.lrldlb-raw +113,LRL,Green.Opening-MG2.Inst.0.0.lrldlb-rev +114,LRL,Green.Opening-MG2.Inst.1Hour.0.lrldlb-comp +115,LRL,Green.Precip-Loss.Inst.1Hour.0.National-CWMS-Forecast +116,LRL,Green.Precip.Inst.15Minutes.0.LRGS-raw +117,LRL,Green.Precip.Inst.1Hour.0.National-CWMS-Forecast +118,LRL,Green.Precip.Total.1Hour.1Hour.Openweather +119,LRL,Green.Precip.Total.~1Day.1Day.lrldlb-raw +120,LRL,Green.Precip.Total.~1Day.1Day.lrldlb-rev +121,LRL,Green.Precip.Total.~1Day.1Day.radar-test +122,LRL,Green.Stage-Tailwater.Inst.0.0.lrldlb-raw +123,LRL,Green.Stage-Tailwater.Inst.0.0.radar-test +124,LRL,Green.Stage.Inst.15Minutes.0.LRGS-raw +125,LRL,Green.Stage.Inst.15Minutes.0.LRGS-rev +126,LRL,Green.Stor.Inst.1Hour.0.lrldlb-comp +127,LRL,Green.Temp-Air.Inst.1Hour.0.Openweather +128,LRL,Green.Temp-Air.Inst.~1Day.0.lrldlb-raw +129,LRL,Green.Temp-Air.Inst.~1Day.0.radar-test +130,LRL,Green.Temp-Air.Max.~1Day.1Day.lrldlb-raw +131,LRL,Green.Temp-Air.Max.~1Day.1Day.radar-test +132,LRL,Green.Temp-Air.Min.~1Day.1Day.lrldlb-raw +133,LRL,Green.Temp-Air.Min.~1Day.1Day.radar-test +134,LRL,Green.Temp-Water.Inst.~1Day.0.lrldlb-raw +135,LRL,Green.Temp-Water.Inst.~1Day.0.radar-test +136,LRL,Greensburg.Flow.Inst.15Minutes.0.LRGS-comp +137,LRL,Greensburg.Precip.Inst.15Minutes.0.LRGS-raw +138,LRL,Greensburg.Precip.Total.15Minutes.15Minutes.USGS-raw +139,LRL,Greensburg.Precip.Total.15Minutes.15Minutes.USGS-rev +140,LRL,Greensburg.Stage.Inst.15Minutes.0.LRGS-raw +141,LRL,Greensburg.Stage.Inst.15Minutes.0.LRGS-rev +142,LRL,Greensburg.Stage.Inst.15Minutes.0.USGS-raw +143,LRL,Greensburg.Stage.Inst.15Minutes.0.USGS-rev +144,LRL,Greensburg.Stage.Inst.~1Day.0.lrldlb-raw +145,LRL,Greensburg.Stage.Inst.~1Day.0.lrldlb-rev +146,LRL,Greensburg.Stage.Inst.~1Day.0.radar-test +147,LRL,Greensburg.Temp-Water.Inst.15Minutes.0.LRGS-raw +148,LRL,Greensburg.Temp-Water.Inst.15Minutes.0.LRGS-rev +149,LRL,Greensburg.Temp-Water.Inst.15Minutes.0.USGS-raw +150,LRL,Greensburg.Temp-Water.Inst.15Minutes.0.USGS-rev +151,LRL,Catawba.Flow.Inst.15Minutes.0.LRGS-comp +152,LRL,Catawba.Flow.Inst.15Minutes.0.USGS-raw +153,LRL,Catawba.Flow.Inst.15Minutes.0.USGS-rev +154,LRL,Catawba.Flow.Inst.~1Day.0.LRL-cavi-fct +155,LRL,Catawba.Stage.Inst.15Minutes.0.LRGS-raw +156,LRL,Catawba.Stage.Inst.15Minutes.0.LRGS-rev +157,LRL,Catawba.Stage.Inst.15Minutes.0.USGS-raw +158,LRL,Catawba.Stage.Inst.15Minutes.0.USGS-rev +159,LRL,Catawba.Stage.Inst.~1Day.0.lrldlb-raw +160,LRL,Catawba.Stage.Inst.~1Day.0.lrldlb-rev +161,LRL,Buckhorn-Lake.Elev.Inst.15Minutes.0.LRGS-raw +162,LRL,Buckhorn-Lake.Elev.Inst.5Minutes.0.LRGS-raw +163,LRL,Buckhorn-Lake.Elev.Inst.5Minutes.0.LRGS-rev +164,LRL,Buckhorn-Lake.Elev.Inst.5Minutes.0.USGS-raw +165,LRL,Buckhorn-Lake.Elev.Inst.5Minutes.0.USGS-rev +166,LRL,Buckhorn-Lake.Precip.Inst.15Minutes.0.LRGS-raw +167,LRL,Buckhorn-Lake.Precip.Inst.5Minutes.0.LRGS-raw +168,LRL,Buckhorn-Lake.Precip.Total.5Minutes.5Minutes.USGS-raw +169,LRL,Buckhorn-Lake.Precip.Total.5Minutes.5Minutes.USGS-rev +170,LRL,Buckhorn-Lake.Stage.Inst.15Minutes.0.LRGS-raw +171,LRL,Buckhorn-Lake.Stage.Inst.15Minutes.0.LRGS-rev +172,LRL,Buckhorn-Lake.Stage.Inst.5Minutes.0.USGS-raw +173,LRL,Buckhorn-Lake.Stage.Inst.5Minutes.0.USGS-rev +174,LRL,TaylorsvilleOH.Elev.Inst.15Minutes.0.USGS-comp +175,LRL,TaylorsvilleOH.Flow.Inst.15Minutes.0.USGS-raw +176,LRL,TaylorsvilleOH.Flow.Inst.15Minutes.0.USGS-rev +177,LRL,TaylorsvilleOH.Precip.Total.15Minutes.15Minutes.USGS-raw +178,LRL,TaylorsvilleOH.Precip.Total.15Minutes.15Minutes.USGS-rev +179,LRL,TaylorsvilleOH.Stage.Inst.15Minutes.0.USGS-raw +180,LRL,TaylorsvilleOH.Stage.Inst.15Minutes.0.USGS-rev +181,LRL,DUNK2S.Flow.Inst.6Hours.0.OHRFC-0hrQPF +182,LRL,DUNK2S.Flow.Inst.6Hours.0.OHRFC-48hrQPF +183,LRL,DUNK2S.Flow.Inst.6Hours.0.OHRFC-operQPF +184,LRL,BKVI3.Flow-Local.Inst.6Hours.0.OHRFC-0hrQPF +185,LRL,BKVI3.Flow-Local.Inst.6Hours.0.OHRFC-48hrQPF +186,LRL,BKVI3.Flow-Local.Inst.6Hours.0.OHRFC-operQPF +187,LRL,BKVI3.Flow-ResIn.Inst.6Hours.0.OHRFC-0hrQPF +188,LRL,BKVI3.Flow-ResIn.Inst.6Hours.0.OHRFC-48hrQPF +189,LRL,BKVI3.Flow-ResIn.Inst.6Hours.0.OHRFC-operQPF +190,LRL,Olmsted-HW.Stage.Inst.15Minutes.0.USGS-raw +191,LRL,Olmsted-HW.Stage.Inst.15Minutes.0.USGS-rev +192,LRL,Boston.Flow.Inst.0.0.USGS-raw +193,LRL,Boston.Flow.Inst.0.0.USGS-rev +194,LRL,Boston.Flow.Inst.15Minutes.0.LRGS-comp +195,LRL,Boston.Flow.Inst.15Minutes.0.USGS-raw +196,LRL,Boston.Flow.Inst.15Minutes.0.USGS-rev +197,LRL,Boston.Flow.Inst.~1Day.0.LRL-cavi-fct +198,LRL,Boston.Precip.Inst.15Minutes.0.LRGS-raw +199,LRL,Boston.Precip.Total.15Minutes.15Minutes.USGS-raw +200,LRL,Boston.Precip.Total.15Minutes.15Minutes.USGS-rev +201,LRL,Boston.Stage.Inst.15Minutes.0.LRGS-raw +202,LRL,Boston.Stage.Inst.15Minutes.0.LRGS-rev +203,LRL,Boston.Stage.Inst.15Minutes.0.USGS-raw +204,LRL,Boston.Stage.Inst.15Minutes.0.USGS-rev +205,LRL,ALVK2.Flow-Local.Inst.6Hours.0.OHRFC-0hrQPF +206,LRL,ALVK2.Flow-Local.Inst.6Hours.0.OHRFC-48hrQPF +207,LRL,ALVK2.Flow-Local.Inst.6Hours.0.OHRFC-operQPF +208,LRL,ALVK2.Flow.Inst.6Hours.0.OHRFC-0hrQPF +209,LRL,ALVK2.Flow.Inst.6Hours.0.OHRFC-48hrQPF +210,LRL,ALVK2.Flow.Inst.6Hours.0.OHRFC-operQPF +211,LRL,ALVK2S.Flow.Inst.6Hours.0.OHRFC-0hrQPF +212,LRL,ALVK2S.Flow.Inst.6Hours.0.OHRFC-48hrQPF +213,LRL,ALVK2S.Flow.Inst.6Hours.0.OHRFC-operQPF +242,LRL,Cairo-CIRI2.Elev.Inst.6Hours.0.LMRFC-fct-0QPF 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+261,LRL,Newburgh.Precip.Total.15Minutes.15Minutes.USGS-raw +262,LRL,Newburgh.Precip.Total.15Minutes.15Minutes.USGS-rev +263,LRL,Newburgh.Stage.Inst.15Minutes.0.LRGS-raw +264,LRL,Newburgh.Stage.Inst.15Minutes.0.LRGS-rev +265,LRL,Newburgh.Stage.Inst.15Minutes.0.USGS-raw +266,LRL,Newburgh.Stage.Inst.15Minutes.0.USGS-rev +267,LRL,Barkley-BARK2.Flow.Ave.~6Hours.6Hours.TVA-fct +268,LRL,Barkley-BARK2.Flow.Inst.1Hour.0.TVA-obs +269,LRL,GRLK2.Flow-ResIn.Inst.6Hours.0.OHRFC-0hrQPF +270,LRL,GRLK2.Flow-ResIn.Inst.6Hours.0.OHRFC-48hrQPF +271,LRL,GRLK2.Flow-ResIn.Inst.6Hours.0.OHRFC-operQPF +272,LRL,GRLK2.Flow.Inst.6Hours.0.OHRFC-0hrQPF +273,LRL,GRLK2.Flow.Inst.6Hours.0.OHRFC-48hrQPF +274,LRL,GRLK2.Flow.Inst.6Hours.0.OHRFC-operQPF +288,LRL,Buckhorn.Depth-Snow.Inst.~1Day.0.radar-test +289,LRL,Buckhorn.Depth-SnowWE.Inst.~1Day.0.radar-test +290,LRL,Buckhorn.Elev.Inst.0.0.lrldlb-raw +291,LRL,Buckhorn.Elev.Inst.0.0.lrldlb-rev +292,LRL,Buckhorn.Elev.Inst.0.0.radar-test +293,LRL,Buckhorn.Elev.Inst.15Minutes.0.LRGS-raw +294,LRL,Buckhorn.Elev.Inst.15Minutes.0.LRGS-rev +295,LRL,Buckhorn.Elev.Inst.1Hour.0.LRL-cavi-fct +296,LRL,Buckhorn.Elev.Inst.1Hour.0.National-CWMS-Forecast +297,LRL,Buckhorn.Elev.Inst.1Hour.0.lrldlb-comp +298,LRL,Buckhorn.Elev.Inst.~1Day.0.LRL-cavi-fct +299,LRL,Buckhorn.Flow-BP1.Inst.0.0.lrldlb-comp +300,LRL,Buckhorn.Flow-BP1.Inst.1Hour.0.lrldlb-comp +301,LRL,Buckhorn.Flow-BP2.Inst.0.0.lrldlb-comp +302,LRL,Buckhorn.Flow-BP2.Inst.1Hour.0.lrldlb-comp +303,LRL,Buckhorn.Flow-Inflow.Ave.1Hour.1Hour.lrldlb-comp +304,LRL,Buckhorn.Flow-Inflow.Ave.1Hour.6Hours.lrldlb-comp +305,LRL,Buckhorn.Flow-Inflow.Inst.1Hour.0.National-CWMS-Forecast +306,LRL,Buckhorn.Flow-MG1.Inst.0.0.lrldlb-comp +307,LRL,Buckhorn.Flow-MG1.Inst.1Hour.0.lrldlb-comp +308,LRL,Buckhorn.Flow-Outflow.Ave.1Hour.1Hour.lrldlb-comp +309,LRL,Buckhorn.Flow-Outflow.Inst.0.0.lrldlb-comp +310,LRL,Buckhorn.Flow-Outflow.Inst.1Hour.0.LRL-cavi-fct +311,LRL,Buckhorn.Flow-Outflow.Inst.1Hour.0.National-CWMS-Forecast +312,LRL,Buckhorn.Flow-Outflow.Inst.1Hour.0.lrldlb-comp +313,LRL,Buckhorn.Flow-Outflow.Inst.~1Day.0.LRL-cavi-fct +314,LRL,Buckhorn.Opening-BP1.Inst.0.0.lrldlb-fct +315,LRL,Buckhorn.Opening-BP1.Inst.0.0.lrldlb-raw +316,LRL,Buckhorn.Opening-BP1.Inst.0.0.lrldlb-rev +317,LRL,Buckhorn.Opening-BP1.Inst.0.0.radar-test +318,LRL,Buckhorn.Opening-BP1.Inst.1Hour.0.lrldlb-comp +319,LRL,Buckhorn.Opening-BP2.Inst.0.0.lrldlb-fct +320,LRL,Buckhorn.Opening-BP2.Inst.0.0.lrldlb-raw +321,LRL,Buckhorn.Opening-BP2.Inst.0.0.lrldlb-rev +322,LRL,Buckhorn.Opening-BP2.Inst.0.0.radar-test +323,LRL,Buckhorn.Opening-BP2.Inst.1Hour.0.lrldlb-comp +324,LRL,Buckhorn.Opening-L1.Inst.0.0.lrldlb-raw +325,LRL,Buckhorn.Opening-L1.Inst.0.0.lrldlb-rev +326,LRL,Buckhorn.Opening-L1.Inst.1Hour.0.lrldlb-comp +327,LRL,Buckhorn.Opening-L2.Inst.0.0.lrldlb-raw +328,LRL,Buckhorn.Opening-L2.Inst.0.0.lrldlb-rev +329,LRL,Buckhorn.Opening-L2.Inst.1Hour.0.lrldlb-comp +330,LRL,Buckhorn.Opening-MG1.Inst.0.0.lrldlb-fct +331,LRL,Buckhorn.Opening-MG1.Inst.0.0.lrldlb-raw +332,LRL,Buckhorn.Opening-MG1.Inst.0.0.lrldlb-rev +333,LRL,Buckhorn.Opening-MG1.Inst.0.0.radar-test +334,LRL,Buckhorn.Opening-MG1.Inst.1Hour.0.lrldlb-comp +335,LRL,Buckhorn.Opening-MG2.Inst.0.0.lrldlb-raw +336,LRL,Buckhorn.Opening-MG2.Inst.0.0.lrldlb-rev +337,LRL,Buckhorn.Opening-MG2.Inst.1Hour.0.lrldlb-comp +338,LRL,Buckhorn.Precip-Loss.Inst.1Hour.0.National-CWMS-Forecast +339,LRL,Buckhorn.Precip.Inst.15Minutes.0.LRGS-raw +340,LRL,Buckhorn.Precip.Inst.1Hour.0.National-CWMS-Forecast +341,LRL,Buckhorn.Precip.Total.1Hour.1Hour.Openweather +342,LRL,Buckhorn.Precip.Total.~1Day.1Day.lrldlb-raw +343,LRL,Buckhorn.Precip.Total.~1Day.1Day.lrldlb-rev +344,LRL,Buckhorn.Precip.Total.~1Day.1Day.radar-test +345,LRL,Buckhorn.Stage-Tailwater.Inst.0.0.lrldlb-raw +346,LRL,Buckhorn.Stage-Tailwater.Inst.0.0.radar-test +347,LRL,Buckhorn.Stage.Inst.15Minutes.0.LRGS-raw +348,LRL,Buckhorn.Stage.Inst.15Minutes.0.LRGS-rev +349,LRL,Buckhorn.Stor.Inst.1Hour.0.lrldlb-comp +350,LRL,Buckhorn.Temp-Air.Inst.1Hour.0.Openweather +351,LRL,Buckhorn.Temp-Air.Inst.~1Day.0.lrldlb-raw +352,LRL,Buckhorn.Temp-Air.Inst.~1Day.0.radar-test +353,LRL,Buckhorn.Temp-Air.Max.~1Day.1Day.lrldlb-raw +354,LRL,Buckhorn.Temp-Air.Max.~1Day.1Day.radar-test +355,LRL,Buckhorn.Temp-Air.Min.~1Day.1Day.lrldlb-raw +356,LRL,Buckhorn.Temp-Air.Min.~1Day.1Day.radar-test +357,LRL,Buckhorn.Temp-Water.Inst.~1Day.0.lrldlb-raw +358,LRL,Buckhorn.Temp-Water.Inst.~1Day.0.radar-test +359,LRL,Kentucky-KYDK2.Flow.Ave.~6Hours.6Hours.TVA-fct +360,LRL,Kentucky-KYDK2.Flow.Inst.1Hour.0.TVA-obs +367,LRL,Olmsted-OLMI2.Code-Ice.Inst.0.0.LPMS-raw +368,LRL,Olmsted-OLMI2.Code-Weather.Inst.0.0.LPMS-raw +369,LRL,Olmsted-OLMI2.Count-Needles.Inst.0.0.LPMS-raw +370,LRL,Olmsted-OLMI2.Count-Wickets-Down.Inst.0.0.LPMS-raw +371,LRL,Olmsted-OLMI2.Dir-Wind.Inst.0.0.LPMS-raw +372,LRL,Olmsted-OLMI2.Elev-Headwater.Inst.15Minutes.0.USGS-comp +373,LRL,Olmsted-OLMI2.Elev-Tailwater.Inst.15Minutes.0.USGS-comp +374,LRL,Olmsted-OLMI2.Flow.Ave.15Minutes.15Minutes.USGS-raw +375,LRL,Olmsted-OLMI2.Flow.Ave.15Minutes.15Minutes.USGS-rev +376,LRL,Olmsted-OLMI2.Opening-Gate-Average.Inst.1Hour.0.LPMS-comp +377,LRL,Olmsted-OLMI2.Opening-Gate-Total.Inst.0.0.LPMS-raw +378,LRL,Olmsted-OLMI2.Precip.Total.0.1Day.LPMS-raw +379,LRL,Olmsted-OLMI2.Precip.Total.15Minutes.15Minutes.USGS-raw +380,LRL,Olmsted-OLMI2.Precip.Total.15Minutes.15Minutes.USGS-rev +381,LRL,Olmsted-OLMI2.Stage-Headwater.Inst.0.0.LPMS-raw +382,LRL,Olmsted-OLMI2.Stage-Headwater.Inst.15Minutes.0.USGS-raw +383,LRL,Olmsted-OLMI2.Stage-Headwater.Inst.15Minutes.0.USGS-rev +384,LRL,Olmsted-OLMI2.Stage-Headwater.Inst.1Day.0.LPMS-comp +385,LRL,Olmsted-OLMI2.Stage-Tailwater.Inst.0.0.LPMS-raw +386,LRL,Olmsted-OLMI2.Stage-Tailwater.Inst.15Minutes.0.USGS-raw +387,LRL,Olmsted-OLMI2.Stage-Tailwater.Inst.15Minutes.0.USGS-rev +388,LRL,Olmsted-OLMI2.Stage-Tailwater.Inst.1Day.0.LPMS-comp +389,LRL,Olmsted-OLMI2.Temp-Air.Inst.0.0.LPMS-raw +390,LRL,Olmsted-OLMI2.Temp-Water.Inst.0.0.LPMS-raw +391,LRL,Olmsted-OLMI2.Temp-Water.Inst.15Minutes.0.USGS-raw +392,LRL,Olmsted-OLMI2.Temp-Water.Inst.15Minutes.0.USGS-rev +393,LRL,Olmsted-TW.Stage.Inst.15Minutes.0.USGS-raw +394,LRL,Olmsted-TW.Stage.Inst.15Minutes.0.USGS-rev +395,LRL,Olmsted.Flow.Ave.15Minutes.15Minutes.USGS-raw +396,LRL,Olmsted.Flow.Ave.15Minutes.15Minutes.USGS-rev +397,LRL,Olmsted.Precip.Total.15Minutes.15Minutes.USGS-raw +398,LRL,Olmsted.Precip.Total.15Minutes.15Minutes.USGS-rev +399,LRL,Olmsted.Stage-Tailwater.Inst.15Minutes.0.LRGS-raw +400,LRL,Olmsted.Stage-Tailwater.Inst.15Minutes.0.LRGS-rev +401,LRL,Olmsted.Temp-Water.Inst.15Minutes.0.USGS-raw +402,LRL,Olmsted.Temp-Water.Inst.15Minutes.0.USGS-rev +403,LRL,OlmstedUpr.Stage.Inst.15Minutes.0.LRGS-raw +404,LRL,OlmstedUpr.Stage.Inst.15Minutes.0.LRGS-rev +417,LRL,Taylorsville.Elev.Inst.0.0.lrldlb-raw +418,LRL,Taylorsville.Elev.Inst.0.0.lrldlb-rev +419,LRL,Taylorsville.Elev.Inst.15Minutes.0.LRGS-raw +420,LRL,Taylorsville.Elev.Inst.15Minutes.0.LRGS-rev +421,LRL,Taylorsville.Elev.Inst.1Hour.0.LRL-cavi-fct +422,LRL,Taylorsville.Elev.Inst.1Hour.0.National-CWMS-Forecast +423,LRL,Taylorsville.Elev.Inst.1Hour.0.lrldlb-comp +424,LRL,Taylorsville.Elev.Inst.~1Day.0.LRL-cavi-fct +425,LRL,Taylorsville.Flow-BP1.Inst.0.0.lrldlb-comp +426,LRL,Taylorsville.Flow-BP1.Inst.1Hour.0.lrldlb-comp +427,LRL,Taylorsville.Flow-BP2.Inst.0.0.lrldlb-comp +428,LRL,Taylorsville.Flow-BP2.Inst.1Hour.0.lrldlb-comp +429,LRL,Taylorsville.Flow-Inflow.Ave.1Hour.1Hour.lrldlb-comp +430,LRL,Taylorsville.Flow-Inflow.Ave.1Hour.6Hours.lrldlb-comp +431,LRL,Taylorsville.Flow-Inflow.Inst.1Hour.0.National-CWMS-Forecast +432,LRL,Taylorsville.Flow-MG1.Inst.0.0.lrldlb-comp +433,LRL,Taylorsville.Flow-MG1.Inst.1Hour.0.lrldlb-comp +434,LRL,Taylorsville.Flow-MG2.Inst.0.0.lrldlb-comp +435,LRL,Taylorsville.Flow-MG2.Inst.1Hour.0.lrldlb-comp +436,LRL,Taylorsville.Flow-Outflow.Ave.1Hour.1Hour.lrldlb-comp +437,LRL,Taylorsville.Flow-Outflow.Inst.0.0.lrldlb-comp +438,LRL,Taylorsville.Flow-Outflow.Inst.1Hour.0.LRL-cavi-fct +439,LRL,Taylorsville.Flow-Outflow.Inst.1Hour.0.National-CWMS-Forecast +440,LRL,Taylorsville.Flow-Outflow.Inst.1Hour.0.lrldlb-comp +441,LRL,Taylorsville.Flow-Outflow.Inst.~1Day.0.LRL-cavi-fct +442,LRL,Taylorsville.Flow.Inst.15Minutes.0.USGS-raw +443,LRL,Taylorsville.Flow.Inst.15Minutes.0.USGS-rev +444,LRL,Taylorsville.Opening-BP1.Inst.0.0.lrldlb-fct +445,LRL,Taylorsville.Opening-BP1.Inst.0.0.lrldlb-raw +446,LRL,Taylorsville.Opening-BP1.Inst.0.0.lrldlb-rev +447,LRL,Taylorsville.Opening-BP1.Inst.1Hour.0.lrldlb-comp +448,LRL,Taylorsville.Opening-BP2.Inst.0.0.lrldlb-fct +449,LRL,Taylorsville.Opening-BP2.Inst.0.0.lrldlb-raw +450,LRL,Taylorsville.Opening-BP2.Inst.0.0.lrldlb-rev +451,LRL,Taylorsville.Opening-BP2.Inst.1Hour.0.lrldlb-comp +452,LRL,Taylorsville.Opening-L1.Inst.0.0.lrldlb-fct +453,LRL,Taylorsville.Opening-L1.Inst.0.0.lrldlb-raw +454,LRL,Taylorsville.Opening-L1.Inst.0.0.lrldlb-rev +455,LRL,Taylorsville.Opening-L1.Inst.1Hour.0.lrldlb-comp +456,LRL,Taylorsville.Opening-L2.Inst.0.0.lrldlb-fct +457,LRL,Taylorsville.Opening-L2.Inst.0.0.lrldlb-raw +458,LRL,Taylorsville.Opening-L2.Inst.0.0.lrldlb-rev +459,LRL,Taylorsville.Opening-L2.Inst.1Hour.0.lrldlb-comp +460,LRL,Taylorsville.Opening-MG1.Inst.0.0.lrldlb-fct +461,LRL,Taylorsville.Opening-MG1.Inst.0.0.lrldlb-raw +462,LRL,Taylorsville.Opening-MG1.Inst.0.0.lrldlb-rev +463,LRL,Taylorsville.Opening-MG1.Inst.1Hour.0.lrldlb-comp +464,LRL,Taylorsville.Opening-MG2.Inst.0.0.lrldlb-fct +465,LRL,Taylorsville.Opening-MG2.Inst.0.0.lrldlb-raw +466,LRL,Taylorsville.Opening-MG2.Inst.0.0.lrldlb-rev +467,LRL,Taylorsville.Opening-MG2.Inst.1Hour.0.lrldlb-comp +468,LRL,Taylorsville.Precip-Loss.Inst.1Hour.0.National-CWMS-Forecast +469,LRL,Taylorsville.Precip.Inst.15Minutes.0.LRGS-raw +470,LRL,Taylorsville.Precip.Inst.1Hour.0.National-CWMS-Forecast +471,LRL,Taylorsville.Precip.Total.15Minutes.15Minutes.USGS-raw +472,LRL,Taylorsville.Precip.Total.15Minutes.15Minutes.USGS-rev +473,LRL,Taylorsville.Precip.Total.1Hour.1Hour.Openweather +474,LRL,Taylorsville.Precip.Total.~1Day.1Day.lrldlb-raw +475,LRL,Taylorsville.Precip.Total.~1Day.1Day.lrldlb-rev +476,LRL,Taylorsville.Stage-Tailwater.Inst.0.0.lrldlb-raw +477,LRL,Taylorsville.Stage.Inst.15Minutes.0.USGS-raw +478,LRL,Taylorsville.Stage.Inst.15Minutes.0.USGS-rev +479,LRL,Taylorsville.Stage.Inst.~1Day.0.lrldlb-raw +480,LRL,Taylorsville.Stage.Inst.~1Day.0.lrldlb-rev +481,LRL,Taylorsville.Stor.Inst.1Hour.0.lrldlb-comp +482,LRL,Taylorsville.Temp-Air.Inst.1Hour.0.Openweather +483,LRL,Taylorsville.Temp-Air.Inst.~1Day.0.lrldlb-raw +484,LRL,Taylorsville.Temp-Air.Max.~1Day.1Day.lrldlb-raw +485,LRL,Taylorsville.Temp-Air.Min.~1Day.1Day.lrldlb-raw +486,LRL,Taylorsville.Temp-Water.Inst.~1Day.0.lrldlb-raw +506,LRL,DUNK2.Flow-Local.Inst.6Hours.0.OHRFC-0hrQPF +507,LRL,DUNK2.Flow-Local.Inst.6Hours.0.OHRFC-48hrQPF +508,LRL,DUNK2.Flow-Local.Inst.6Hours.0.OHRFC-operQPF +509,LRL,DUNK2.Flow.Inst.6Hours.0.OHRFC-0hrQPF +510,LRL,DUNK2.Flow.Inst.6Hours.0.OHRFC-48hrQPF +511,LRL,DUNK2.Flow.Inst.6Hours.0.OHRFC-operQPF +533,LRL,Cincinnati.Elev.Inst.15Minutes.0.USGS-comp +534,LRL,Cincinnati.Flow.Inst.15Minutes.0.USGS-raw +535,LRL,Cincinnati.Flow.Inst.15Minutes.0.USGS-rev +536,LRL,Cincinnati.Stage.Inst.15Minutes.0.LRGS-raw +537,LRL,Cincinnati.Stage.Inst.15Minutes.0.LRGS-rev +538,LRL,Cincinnati.Stage.Inst.15Minutes.0.USGS-raw +539,LRL,Cincinnati.Stage.Inst.15Minutes.0.USGS-rev +540,LRL,Cincinnati.Stage.Inst.~1Day.0.lrldlb-raw +541,LRL,Cincinnati.Stage.Inst.~1Day.0.lrldlb-rev diff --git a/load_data/data/.ipynb_checkpoints/MVP_locations_data-checkpoint.csv b/load_data/data/.ipynb_checkpoints/MVP_locations_data-checkpoint.csv new file mode 100755 index 000000000..10b2d6e40 --- /dev/null +++ b/load_data/data/.ipynb_checkpoints/MVP_locations_data-checkpoint.csv @@ -0,0 +1,171 @@ +office,name,nearest-city,public-name,kind,time-zone,latitude,longitude,unit,nation,state,county,bounding-office,active,aliases,long-name,map-label,type,published-latitude,published-longitude,horizontal-datum,elevation,vertical-datum,description +MVP,LockDam_05-TainterGate23,Winona,Lock and Dam 05 Tainter Gate 23,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate23'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate23'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate23'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate23'}]",Mississippi River Lock and Dam 05 Tainter Gate 23,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,TraverseWR_Dam-MainLake,Fergus Falls,"Mud Lake North of 670TH Street Near Wheaton, MN",SITE,US/Central,45.836055555556,-96.572944444444,ft,United States,MN,Traverse,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'TraverseWR_Dam-MainLake'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WHRM5-MainLake'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00577-MainLake'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05049900'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'TraverseWR_Dam-MainLake'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05049995-MainLake'}]",White Rock Dam Main Lake Gage,White Rock Dam Main Lake Gage,,0.0,0.0,NAD83,899.9999999999999,LOCAL,"MUD LAKE NORTH OF 670TH STREET NEAR WHEATON, MN" +MVP,Highway75_Dam,Odessa,Highway 75 Dam,PROJECT,US/Central,45.248301,-96.29788,ft,United States,MN,Big Stone,MVP,True,"[{'name': 'RFC CHPS Aliases-Locations', 'value': 'ODAM5_CHPS'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Highway75_Dam'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00581'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Highway75_Dam'}]",Highway 75 Dam at Big Stone Lake and Whetstone River Project,Highway 75 Dam,Dam,0.0,0.0,NAD83,0.0,NGVD29,USACE Owned and Maintained +MVP,Baldhill_Dam-ServiceSpillway,Jamestown,Baldhill Dam Service Spillway,SITE,US/Central,47.0356524,-98.0813989,ft,United States,ND,Barnes,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Baldhill_Dam-ServiceSpillway'}, {'name': 'Agency Aliases-NIDID', 'value': 'ND00309-ServiceSpillway'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'BLDN8-ServiceSpillway'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Baldhill_Dam-ServiceSpillway'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05057500-ServiceSpillway'}]",,Baldhill Dam Service Spillway,,,,NAD83,0.0,NGVD29, +MVP,MissHW_Gull-SlideGate01,Brainerd,Gull Slide Gate 01,OUTLET,US/Central,46.4116,-94.3533,ft,United States,MN,Cass,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00596-SlideGate01'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'GLLM5-SlideGate01'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_Gull-SlideGate01'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_Gull-SlideGate01'}]",,Gull Lake Dam,,,,NAD83,1099.9999999999998,NGVD29, +MVP,LockDam_05-TainterGate25,Winona,Lock and Dam 05 Tainter Gate 25,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate25'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate25'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate25'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate25'}]",Mississippi River Lock and Dam 05 Tainter Gate 25,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05a-Tailwater,Winona,Lock and Dam 05a Tailwater,SITE,US/Central,44.085038,-91.667549,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-Tailwater'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588-Tailwater'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-Tailwater'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05378490'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-Tailwater'}]",Mississippi River Lock and Dam 05a Tailwater,Mississippi River Lock and Dam 05a Tailwater,,0.0,0.0,NAD83,0.0,NAVD88, +MVP,LockDam_05-TainterGate27,Winona,Lock and Dam 05 Tainter Gate 27,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate27'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate27'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate27'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate27'}]",Mississippi River Lock and Dam 05 Tainter Gate 27,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05a-CP_LD05TW,Winona,Lock Dam 05a Ctrl Point,SITE,US/Central,44.0883,-91.6699,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00588-CP_LD05TW'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-CP_LD05TW'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-CP_LD05TW'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-CP_LD05TW'}]",,Mississippi River Lock and Dam 05a,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,ZUMM5,Rochester,Zumbro River at Zumbro Falls,SITE,US/Central,44.2867,-92.4322,m,United States,MN,Wabasha,MVP,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '05374000'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'ZUMM5'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'ZUMM5'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'ZUMM5'}]","Zumbro River at Zumbro Falls, MN",,DCP Gage,,,,247.272048,LOCAL, +MVP,MissHW_PineRiver-SlideGate04,Brainerd,Pine River Dam Slide Gate 04,OUTLET,US/Central,46.6683,-94.1116,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate04'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate04'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate04'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate04'}]",,Pine River Dam at Cross Lake,,,,NAD83,365.76,NGVD29, +MVP,TraverseWR_Dam-TainterGate01,Fergus Falls,White Rock Dam Tainter Gate 01,OUTLET,US/Central,45.8616,-96.5716,m,United States,MN,Traverse,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'TraverseWR_Dam-TainterGate01'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WHRM5-TainterGate01'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00577-TainterGate01'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'TraverseWR_Dam-TainterGate01'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05049995-TainterGate01'}]",,White Rock Dam Tainter Gate,,,,NAD83,274.32,LOCAL, +MVP,Highway75_Dam-LowFlow,Watertown,Highway 75 Dam Low Flow,OUTLET,US/Central,45.248536111111,-96.297127777778,ft,United States,MN,Big Stone,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Highway75_Dam-LowFlow'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00581-LowFlow'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Highway75_Dam-LowFlow'}, {'name': 'RFC CHPS Aliases-Locations', 'value': 'ODAM5_CHPS-LowFlow'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'ODAM5'}]",,Highway 75 Dam,,0.0,0.0,NAD83,0.0,NGVD29, +MVP,LFKM5S,Hibbing,Little Fork Snow,SITE,US/Central,48.39861,-93.56722,ft,United States,MN,Koochiching,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LFKM5S'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LFKM5S'}]",Little Fork Snow,Little Fork Snow,,,,,,, +MVP,LockDam_05-TainterGates,Winona,Lock and Dam 05 Tainter Gates,SITE,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGates'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGates'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGates'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGates'}]",Mississippi River Lock and Dam 05 Tainter Gates,Mississippi River Lock and Dam 05 Tainter Gates,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05a-RollerGate01,Winona,Lock and Dam 05a Roller Gate 01,OUTLET,US/Central,44.0883,-91.6699,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-RollerGate01'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-RollerGate01'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588-RollerGate01'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-RollerGate01'}]",Mississippi River Lock and Dam 05a Roller Gate 01,Mississippi River Lock and Dam 05a Gate,Gate,0.0,0.0,NAD83,182.88,NAVD88, +MVP,MissHW_PineRiver-SlideGate02,Brainerd,Pine River Dam Slide Gate 02,OUTLET,US/Central,46.6683,-94.1116,ft,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate02'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate02'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate02'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate02'}]",,Pine River Dam at Cross Lake,,,,NAD83,1199.9999999999998,NGVD29, +MVP,TraverseWR_Dam-TainterGate03,Fergus Falls,White Rock Dam Tainter Gate 03,OUTLET,US/Central,45.8616,-96.5716,ft,United States,MN,Traverse,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'TraverseWR_Dam-TainterGate03'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WHRM5-TainterGate03'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05049995-TainterGate03'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00577-TainterGate03'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'TraverseWR_Dam-TainterGate03'}]",,White Rock Dam Tainter Gate,,,,NAD83,899.9999999999999,LOCAL, +MVP,LockDam_02-HydroTurbines,Hastings,Lock and Dam 02 Hydro Turbines,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-HydroTurbines'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-HydroTurbines'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-HydroTurbines'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-HydroTurbines'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,MissHW_PineRiver,Crosslake,Pine River Dam at Cross Lake,PROJECT,US/Central,46.6683,-94.1116,ft,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver'}]",Mississippi River Headwaters Pine River Dam at Cross Lake,Pine River Dam at Cross Lake,Dam,,,NAD83,1199.9999999999998,NGVD29,USACE Owned and Maintained +MVP,LockDam_02-TainterValves,Hastings,Lock and Dam 02 Tainter Valves,SITE,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterValves'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterValves'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterValves'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterValves'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05-TainterGate13,Winona,Lock and Dam 05 Tainter Gate 13,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate13'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate13'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate13'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate13'}]",Mississippi River Lock and Dam 05 Tainter Gate 13,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,MissHW_Gull-Lake,Brainerd,Gull Lake near Brainerd,SITE,US/Central,46.410931,-94.359777,m,United States,MN,Cass,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_Gull-Lake'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'GLLM5-Lake'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'GLKM5'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00596-Lake'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_Gull-Lake'}]",,Gull Lake Dam,,,,NAD83,0.0,NGVD29, +MVP,MissHW_Gull-Tailwater,Brainerd,Gull Lake Dam Tailwater,SITE,US/Central,46.410869,-94.353622,ft,United States,MN,Cass,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00596-Tailwater'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_Gull-Tailwater'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_Gull-Tailwater'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'GLLM5-Tailwater'}]",,Gull Lake Dam,,,,NAD83,0.0,NGVD29, +MVP,LockDam_05-TainterGate15,Winona,Lock and Dam 05 Tainter Gate 15,OUTLET,US/Central,44.1616,-91.8116,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate15'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate15'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate15'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate15'}]",Mississippi River Lock and Dam 05 Tainter Gate 15,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,182.88,NAVD88, +MVP,MissHW_Gull-SlideGate03,Brainerd,Gull Slide Gate 03,OUTLET,US/Central,46.4116,-94.3533,ft,United States,MN,Cass,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'GLLM5-SlideGate03'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_Gull-SlideGate03'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_Gull-SlideGate03'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00596-SlideGate03'}]",,Gull Lake Dam,,,,NAD83,1099.9999999999998,NGVD29, +MVP,LockDam_05-TainterGate17,Winona,Lock and Dam 05 Tainter Gate 17,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate17'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate17'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate17'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate17'}]",Mississippi River Lock and Dam 05 Tainter Gate 17,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,Highway75_Dam-LowFlow-Tailwater,Watertown,Highway 75 Dam Low Flow Tailwater,SITE,US/Central,45.2483,-96.2916,ft,United States,MN,Big Stone,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Highway75_Dam-LowFlow-Tailwater'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00581-LowFlow-Tailwater'}, {'name': 'RFC CHPS Aliases-Locations', 'value': 'ODAM5_CHPS-LowFlow-Tailwater'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Highway75_Dam-LowFlow-Tailwater'}]",,Highway 75 Dam,,0.0,0.0,NAD83,0.0,NGVD29, +MVP,LockDam_05-TainterGate19,Winona,Lock and Dam 05 Tainter Gate 19,OUTLET,US/Central,44.1616,-91.8116,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate19'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate19'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate19'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate19'}]",Mississippi River Lock and Dam 05 Tainter Gate 19,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,182.88,NAVD88, +MVP,DAWM5,Marshall,W Br Lac Qui Parle nr Dawson,SITE,US/Central,44.9297,-96.0514,ft,United States,MN,Lac Qui Parle,MVP,True,"[{'name': 'Agency Aliases-MNDNR', 'value': '24059001'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'DAWM5'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'DAWM5'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'DAWM5'}]","West Branch Lac Qui Parle River near Dawson, MN",,DCP Gage,,,,,,Owner is MNDNR +MVP,Highway75_Dam-Tailwater,Watertown,Highway 75 Dam Tailwater,SITE,US/Central,45.2483,-96.2916,ft,United States,MN,Big Stone,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00581-Tailwater'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Highway75_Dam-Tailwater'}, {'name': 'RFC CHPS Aliases-Locations', 'value': 'ODAM5_CHPS-Tailwater'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Highway75_Dam-Tailwater'}]",,Highway 75 Dam,,0.0,0.0,NAD83,0.0,NGVD29, +MVP,MissHW_Gull-SlideGate05,Brainerd,Gull Slide Gate 05,OUTLET,US/Central,46.4116,-94.3533,m,United States,MN,Cass,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_Gull-SlideGate05'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'GLLM5-SlideGate05'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_Gull-SlideGate05'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00596-SlideGate05'}]",,Gull Lake Dam,,,,NAD83,335.28,NGVD29, +MVP,LockDam_05-TainterGate21,Winona,Lock and Dam 05 Tainter Gate 21,OUTLET,US/Central,44.1616,-91.8116,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate21'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate21'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate21'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate21'}]",Mississippi River Lock and Dam 05 Tainter Gate 21,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_02-TainterGate13,Cottage Grove,Lock and Dam 02 Tainter Gate 13,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate13'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate13'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate13'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate13'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05-TainterGate32,Winona,Lock and Dam 05 Tainter Gate 32,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate32'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate32'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate32'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate32'}]",Mississippi River Lock and Dam 05 Tainter Gate 32,Mississippi River Lock and Dam 05,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,Baldhill_Dam-FishPondSiphon,Jamestown,Baldhill Dam Fish Pond Outlet,OUTLET,US/Central,47.033886,-98.0771,m,United States,ND,Barnes,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Baldhill_Dam-FishPondSiphon'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'BLDN8-FishPondSiphon'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Baldhill_Dam-FishPondSiphon'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05057500-FishPondSiphon'}, {'name': 'Agency Aliases-NIDID', 'value': 'ND00309-FishPondSiphon'}]",,Baldhill Dam Fish Pond Outlet,,0.0,0.0,NAD83,0.0,NGVD29, +MVP,LockDam_05-TainterGate33,Winona,Lock and Dam 05 Tainter Gate 33,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate33'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate33'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate33'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate33'}]",Mississippi River Lock and Dam 05 Tainter Gate 33,Mississippi River Lock and Dam 05,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_02-TainterGate15,Hastings,Lock and Dam 02 Tainter Gate 15,OUTLET,US/Central,44.7599,-92.8683,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate15'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate15'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate15'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate15'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,Baldhill_Dam-Tailwater,Valley City,Baldhill Dam Tailwater,SITE,US/Central,47.032919,-98.083911,m,United States,ND,Barnes,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'BLDN8-Tailwater'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Baldhill_Dam-Tailwater'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05057500-Tailwater'}, {'name': 'Agency Aliases-NIDID', 'value': 'ND00309-Tailwater'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'BHTN8'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Baldhill_Dam-Tailwater'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05058000'}]",Baldhill Dam Tailwater,Baldhill Dam Tailwater,,0.0,0.0,NAD83,365.76,NGVD29, +MVP,LockDam_02-TainterGate17,Hastings,Lock and Dam 02 Tainter Gate 17,OUTLET,US/Central,44.7599,-92.8683,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate17'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate17'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate17'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate17'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05-TainterGate34,Winona,Lock and Dam 05 Tainter Gate 34,OUTLET,US/Central,44.1616,-91.8116,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate34'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate34'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate34'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate34'}]",Mississippi River Lock and Dam 05 Tainter Gate 34,Mississippi River Lock and Dam 05,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05-TainterGate29,Winona,Lock and Dam 05 Tainter Gate 29,OUTLET,US/Central,44.1616,-91.8116,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate29'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate29'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate29'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate29'}]",Mississippi River Lock and Dam 05 Tainter Gate 29,Mississippi River Lock and Dam 05,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05-TainterGate07,Winona,Lock and Dam 05 Tainter Gate 07,OUTLET,US/Central,44.1616,-91.8116,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate07'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate07'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate07'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate07'}]",Mississippi River Lock and Dam 05 Tainter Gate 07,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05-TainterGate30,Winona,Lock and Dam 05 Tainter Gate 30,OUTLET,US/Central,44.1616,-91.8116,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate30'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate30'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate30'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate30'}]",Mississippi River Lock and Dam 05 Tainter Gate 30,Mississippi River Lock and Dam 05,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_02-TainterGate19,Hastings,Lock and Dam 02 Tainter Gate 19,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate19'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate19'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate19'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate19'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,Clayton,Clayton,"Mississippi River at Clayton, IA",STREAM_LOCATION,America/Chicago,42.903611111111,-91.145,m,United States,IA,Clayton,MVP,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '05411500'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'CLAI4'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CLAI4'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'CLAI4'}]","Mississippi River at Clayton, IA (CP10)","Mississippi River at Clayton, IA",DCP Gage,,,NAD83,600.0,LOCAL, +MVP,Baldhill_Dam-TainterGate02,Jamestown,Baldhill Dam Tainter Gate 02,OUTLET,US/Central,47.0361844,-98.081466,m,United States,ND,Barnes,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Baldhill_Dam-TainterGate02'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'BLDN8-TainterGate02'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05057500-TainterGate02'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Baldhill_Dam-TainterGate02'}, {'name': 'Agency Aliases-NIDID', 'value': 'ND00309-TainterGate02'}]",,Baldhill Dam,,,,NAD83,0.0,NGVD29, +MVP,Highway75_Dam-LeafGate,Watertown,Highway 75 Dam Leaf Gate,OUTLET,US/Central,45.2483,-96.2916,ft,United States,MN,Big Stone,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00581-LeafGate'}, {'name': 'RFC CHPS Aliases-Locations', 'value': 'ODAM5_CHPS-LeafGate'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Highway75_Dam-LeafGate'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Highway75_Dam-LeafGate'}]",,Highway 75 Dam,,0.0,0.0,NAD83,0.0,NGVD29, +MVP,LockDam_05-TainterGate09,Winona,Lock and Dam 05 Tainter Gate 09,OUTLET,US/Central,44.1616,-91.8116,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate09'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate09'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate09'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate09'}]",Mississippi River Lock and Dam 05 Tainter Gate 09,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05-TainterGate31,Winona,Lock and Dam 05 Tainter Gate 31,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate31'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate31'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate31'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate31'}]",Mississippi River Lock and Dam 05 Tainter Gate 31,Mississippi River Lock and Dam 05,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05-TainterGate11,Winona,Lock and Dam 05 Tainter Gate 11,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate11'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate11'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate11'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate11'}]",Mississippi River Lock and Dam 05 Tainter Gate 11,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,Highway75_Dam-EmergencySpillway,Watertown,,SITE,US/Central,45.2483,-96.2916,ft,United States,MN,Big Stone,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Highway75_Dam-EmergencySpillway'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00581-EmergencySpillway'}, {'name': 'RFC CHPS Aliases-Locations', 'value': 'ODAM5_CHPS-EmergencySpillway'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Highway75_Dam-EmergencySpillway'}]",,Highway 75 Dam,,0.0,0.0,NAD83,0.0,NGVD29, +MVP,LockDam_05a-TainterValves,Winona,Lock and Dam 05a Tainter Valves,OUTLET,US/Central,44.0883,-91.6699,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-TainterValves'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-TainterValves'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-TainterValves'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588-TainterValves'}]",,Mississippi River Lock and Dam 05a,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05a-RollerGate04,Winona,Lock and Dam 05a Roller Gate 04,OUTLET,US/Central,44.0883,-91.6699,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00588-RollerGate04'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-RollerGate04'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-RollerGate04'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-RollerGate04'}]",Mississippi River Lock and Dam 05a Roller Gate 04,Mississippi River Lock and Dam 05a Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05,Minnesota City,Lock and Dam 5,PROJECT,US/Central,44.1609167,-91.8142361,m,United States,MN,Winona,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589'}]",Lock and Dam 05 at Mississippi River 9 foot Channel Navigation Project,Lock and Dam 05,Dam,0.0,0.0,NAD83,182.88,LOCAL,USACE Owned and Maintained +MVP,MissHW_PineRiver-Bays05_06,Brainerd,Pine River Dam Bays 5 & 6 - Slide Gates,SITE,US/Central,46.66914,-94.112745,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-Bays05_06'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-Bays05_06'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-Bays05_06'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-Bays05_06'}]",Pine River Dam Bays 5 & 6 - Slide Gates,Pine River Dam at Cross Lake,,-3.4028234663852886e+38,-3.4028234663852886e+38,NAD83,0.0,NGVD29,"Total opening of gates in bays 5, 6" +MVP,MissHW_PineRiver-SlideGate10,Brainerd,Pine River Dam Slide Gate 10,OUTLET,US/Central,46.6683,-94.1116,ft,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate10'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate10'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate10'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate10'}]",,Pine River Dam at Cross Lake,,,,NAD83,1199.9999999999998,NGVD29, +MVP,LockDam_02-Turbine01,Hastings,Lock and Dam 02 Turbine 01,TURBINE,US/Central,44.7599,-92.8683,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-Turbine01'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-Turbine01'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-Turbine01'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-Turbine01'}]",,Mississippi River Lock and Dam 02 Turbine 01,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05a-TainterGate08,Winona,Lock and Dam 05a Tainter Gate 08,OUTLET,US/Central,44.0883,-91.6699,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00588-TainterGate08'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-TainterGate08'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-TainterGate08'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-TainterGate08'}]",,Mississippi River Lock and Dam 05a,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_02-Lock_02,Hastings,Lock and Dam 02 Lock 02,LOCK,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-Lock_02'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-Lock_02'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-Lock_02'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-Lock_02'}]",,Mississippi River Lock and Dam 02,Lock,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05a-TainterGate09,Winona,Lock and Dam 05a Tainter Gate 09,OUTLET,US/Central,44.0883,-91.6699,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-TainterGate09'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-TainterGate09'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-TainterGate09'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588-TainterGate09'}]",,Mississippi River Lock and Dam 05a,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_02-TainterGate03,Hastings,Lock and Dam 02 Tainter Gate 03,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate03'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate03'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate03'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate03'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,MissHW_PineRiver-SlideGate08,Brainerd,Pine River Dam Slide Gate 08,OUTLET,US/Central,46.6683,-94.1116,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate08'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate08'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate08'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate08'}]",,Pine River Dam at Cross Lake,,,,NAD83,365.76,NGVD29, +MVP,LockDam_05a-Lock_01,Winona,Lock Dam 05a Lock 01,LOCK,US/Central,44.0883,-91.6699,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-Lock_01'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588-Lock_01'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-Lock_01'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-Lock_01'}]",,Mississippi River Lock and Dam 05a,Lock,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_02-TainterGate05,Hastings,Lock and Dam 02 Tainter Gate 05,OUTLET,US/Central,44.7599,-92.8683,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate05'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate05'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate05'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate05'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,MissHW_PineRiver-Bays01_02,Brainerd,Pine River Dam Bays 1 & 2 - Slide Gates,SITE,US/Central,46.669194,-94.112572,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-Bays01_02'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-Bays01_02'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-Bays01_02'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-Bays01_02'}]",Pine River Dam Bays 1 & 2 - Slide Gates,Pine River Dam at Cross Lake,,-3.4028234663852886e+38,-3.4028234663852886e+38,NAD 83,0.0,NGVD29,"Total opening of gates in bays 1, 2" +MVP,LockDam_02-TainterGates,Hastings,Lock and Dam 02 Tainter Gates,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGates'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGates'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGates'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGates'}]",,Mississippi River Lock and Dam 02 Tainter Gates,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05-RollerGate01,Winona,Lock and Dam 05 Roller Gate 01,OUTLET,US/Central,44.1616,-91.8116,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-RollerGate01'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-RollerGate01'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-RollerGate01'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-RollerGate01'}]",Mississippi River Lock and Dam 05 Roller Gate 01,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,182.88,NAVD88, +MVP,MissHW_PineRiver-SlideGate06,Brainerd,Pine River Dam Slide Gate 06,OUTLET,US/Central,46.6683,-94.1116,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate06'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate06'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate06'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate06'}]",,Pine River Dam at Cross Lake,,,,NAD83,365.76,NGVD29, +MVP,Baldhill_Dam,Valley City,Baldhill Dam at Lake Ashtabula,PROJECT,US/Central,47.0361833,-98.0814667,ft,United States,ND,Barnes,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'ND00309'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'BLDN8'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05057500'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Baldhill_Dam'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Baldhill_Dam'}]","Baldhill Dam at Lake Ashtabula near Valley City, ND",Baldhill Dam,Dam,,,NAD83,0.0,NGVD29,"USACE Owned, USGS Maintained" +MVP,LockDam_05a-TainterGate10,Winona,Lock and Dam 05a Tainter Gate 10,OUTLET,US/Central,44.0883,-91.6699,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-TainterGate10'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588-TainterGate10'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-TainterGate10'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-TainterGate10'}]",,Mississippi River Lock and Dam 05a,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_02-TainterGate07,Hastings,Lock and Dam 02 Tainter Gate 07,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate07'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate07'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate07'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate07'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_02-TainterGate09,Hastings,Lock and Dam 02 Tainter Gate 09,OUTLET,US/Central,44.7599,-92.8683,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate09'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate09'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate09'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate09'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_02-Powerhouse,Hastings,Lock and Dam 02 Powerhouse,SITE,US/Central,44.760148,-92.867056,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-Powerhouse'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-Powerhouse'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-Powerhouse'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-Powerhouse'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,1968.5039370078734,NAVD88, +MVP,Rafferty_Dam-Tailwater,Williston,Rafferty Dam Tailwater,SITE,US/Central,49.1433333,-103.0830556,ft,Canada,00,Unknown County or County N/A for Unknown State or State N/A,,True,"[{'name': 'Agency Aliases-ECCC Station ID', 'value': '05NB032-Tailwater'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'RAFQ8-Tailwater'}, {'name': 'Agency Aliases-ECCC Station ID', 'value': '05NB036'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Rafferty_Dam-Tailwater'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Rafferty_Dam-Tailwater'}]","Souris River below Rafferty Reservoir, SK",Souris River b Rafferty RSVR,DCP Gage,,,,,,Owner is Environment Canada +MVP,LockDam_05a-TainterGate06,Winona,Lock and Dam 05a Tainter Gate 06,OUTLET,US/Central,44.0883,-91.6699,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-TainterGate06'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588-TainterGate06'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-TainterGate06'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-TainterGate06'}]",,Mississippi River Lock and Dam 05a,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05-RollerGate03,Winona,Lock and Dam 05 Roller Gate 03,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-RollerGate03'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-RollerGate03'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-RollerGate03'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-RollerGate03'}]",Mississippi River Lock and Dam 05 Roller Gate 03,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,Cooperstown200,Cooperstown,"SHEYENNE RIVER ON HWY 200 NEAR COOPERSTOWN, ND",SITE,US/Central,,,ft,United States,ND,Griggs,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Cooperstown2'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05056995'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CPPN8'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Cooperstown2'}]","SHEYENNE RIVER ON HWY 200 NEAR COOPERSTOWN, ND",SHEYENNE RIVER ON HWY 200 NEAR COOPERSTOWN,DCP Gage,,,NAD83,1272.9396325459318,NAVD88,"USACE Owned, USGS Maintained" +MVP,LockDam_05a-RollerGates,Winona,Lock and Dam 05a Roller Gates,SITE,US/Central,44.0883,-91.6699,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00588-RollerGates'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-RollerGates'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-RollerGates'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-RollerGates'}]",Mississippi River Lock and Dam 05a Roller Gates,Mississippi River Lock and Dam 05a Roller Gates,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05a-TainterGate07,Winona,Lock and Dam 05a Tainter Gate 07,OUTLET,US/Central,44.0883,-91.6699,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00588-TainterGate07'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-TainterGate07'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-TainterGate07'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-TainterGate07'}]",,Mississippi River Lock and Dam 05a,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05-RollerGate05,Winona,Lock and Dam 05 Roller Gate 05,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-RollerGate05'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-RollerGate05'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-RollerGate05'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-RollerGate05'}]",Mississippi River Lock and Dam 05 Roller Gate 05,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,MissHW_PineRiver-SlideGate12,Brainerd,Pine River Dam Slide Gate 12,OUTLET,US/Central,46.6683,-94.1116,ft,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate12'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate12'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate12'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate12'}]",,Pine River Dam at Cross Lake,,,,NAD83,1199.9999999999998,NGVD29, +MVP,Highway75_Dam-ServiceSpillway-Gate,Watertown,,OUTLET,US/Central,45.2483,-96.2916,ft,United States,MN,Big Stone,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00581-ServiceSpillway-Gate'}, {'name': 'RFC CHPS Aliases-Locations', 'value': 'ODAM5_CHPS-ServiceSpillway-Gate'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Highway75_Dam-ServiceSpillway-Gate'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Highway75_Dam-ServiceSpillway-Gate'}]",,Highway 75 Dam,,0.0,0.0,NAD83,0.0,NGVD29, +MVP,ChippewaDiv_Dam-LowFlow,Watson,Chippewa Diversion Dam Low Flow,OUTLET,US/Central,45.021908,-95.792215,ft,United States,MN,Chippewa,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'ChippewaDiv_Dam-LowFlow'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00578-LowFlow'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05304995-LowFlow'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'ChippewaDiv_Dam-LowFlow'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WTSM5-LowFlow'}]",Chippewa Diversion Dam Low Flow Outlet,Chippewa Diversion Dam Low Flow,Gate,0.0,0.0,NAD83,0.0,NGVD29, +MVP,MissHW_PineRiver-Bays09_10,Brainerd,Pine River Dam Bays 9 & 10 - Slide Gates,SITE,US/Central,46.669089,-94.112926,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-Bays09_10'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-Bays09_10'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-Bays09_10'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-Bays09_10'}]",Pine River Dam Bays 9 & 10 - Slide Gates,Pine River Dam at Cross Lake,,-3.4028234663852886e+38,-3.4028234663852886e+38,NAD83,0.0,NGVD29,"Total opening of gates in bays 9, 10" +MVP,LockDam_02-TainterGate11,Hastings,Lock and Dam 02 Tainter Gate 11,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate11'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate11'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate11'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate11'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,TraverseWR_Dam-Stoplogs,Fergus Falls,White Rock Dam Stoplogs,SITE,US/Central,45.8616,-96.5716,ft,United States,MN,Traverse,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WHRM5-Stoplogs'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00577-Stoplogs'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'TraverseWR_Dam-Stoplogs'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'TraverseWR_Dam-Stoplogs'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05049995-Stoplogs'}]",White Rock Dam Stoplogs,White Rock Dam Stoplogs,,,,NAD83,899.9999999999999,LOCAL, +MVP,LockDam_05-TainterGate24,Winona,Lock and Dam 05 Tainter Gate 24,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate24'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate24'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate24'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate24'}]",Mississippi River Lock and Dam 05 Tainter Gate 24,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,ChippewaDiv_Dam-TainterGate,Watson,,OUTLET,US/Central,45.0236111,-95.7902778,ft,United States,MN,Chippewa,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00578-TainterGate'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WTSM5-TainterGate'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05304995-TainterGate'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'ChippewaDiv_Dam-TainterGate'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'ChippewaDiv_Dam-TainterGate'}]",,Chippewa Diversion Dam,,0.0,0.0,NAD83,0.0,NGVD29, +MVP,LockDam_05-TainterGate26,Winona,Lock and Dam 05 Tainter Gate 26,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate26'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate26'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate26'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate26'}]",Mississippi River Lock and Dam 05 Tainter Gate 26,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,DAWM5S,Marshall,Dawson Snow,SITE,US/Central,44.82,-96.08,m,United States,MN,Lac Qui Parle,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'DAWM5S'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'DAWM5S'}]",Dawson Snow,Dawson Snow,,,,,,, +MVP,LockDam_05-TainterGate28,Winona,Lock and Dam 05 Tainter Gate 28,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate28'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate28'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate28'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate28'}]",Mississippi River Lock and Dam 05 Tainter Gate 28,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,ELZM5,Elizabeth,Otter Tail River abv Elizabeth,SITE,US/Central,46.369444444444,-96.017222222222,m,United States,MN,Otter Tail,MVP,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '05030500'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'ELZM5'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'ELZM5'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'ELZM5'}]","Otter Tail River near Elizabeth, MN",,DCP Gage,,,NAD83,381.0,LOCAL,"Otter Tail River near Elizabeth, MN" +MVP,LockDam_05-RollerGates,Winona,Lock and Dam 05 Roller Gates,SITE,US/Central,44.1616,-91.8116,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-RollerGates'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-RollerGates'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-RollerGates'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-RollerGates'}]",Mississippi River Lock and Dam 05 Roller Gates,Mississippi River Lock and Dam 05 Roller Gates,Gate,0.0,0.0,NAD83,182.88,NAVD88, +MVP,MissHW_PineRiver-SlideGate03,Brainerd,Pine River Dam Slide Gate 03,OUTLET,US/Central,46.6683,-94.1116,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate03'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate03'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate03'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate03'}]",,Pine River Dam at Cross Lake,,,,NAD83,365.76,NGVD29, +MVP,TraverseWR_Dam-Lake,Fergus Falls,White Rock Dam Lake Gage,SITE,US/Central,45.8616,-96.5716,ft,United States,MN,Traverse,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'TraverseWR_Dam-Lake'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05049995-Lake'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WHRM5-Lake'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00577-Lake'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'TraverseWR_Dam-Lake'}]",White Rock Dam Lake Gage,White Rock Dam Lake Gage,,0.0,0.0,NAD83,899.9999999999999,LOCAL, +MVP,MissHW_PineRiver-SlideGate01,Brainerd,Pine River Dam Slide Gate 01,OUTLET,US/Central,46.6683,-94.1116,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate01'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate01'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate01'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate01'}]",,Pine River Dam at Cross Lake,,,,NAD83,365.76,NGVD29, +MVP,TraverseWR_Dam-TainterGate02,Fergus Falls,White Rock Dam Tainter Gate 02,OUTLET,US/Central,45.8616,-96.5716,m,United States,MN,Traverse,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'TraverseWR_Dam-TainterGate02'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WHRM5-TainterGate02'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00577-TainterGate02'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'TraverseWR_Dam-TainterGate02'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05049995-TainterGate02'}]",,White Rock Dam Tainter Gate,,,,NAD83,274.32,LOCAL, +MVP,LockDam_02-TainterGate01,Hastings,Lock and Dam 02 Tainter Gate 01,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate01'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate01'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate01'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate01'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05a-RollerGate02,Winona,Lock and Dam 05a Roller Gate 02,OUTLET,US/Central,44.0883,-91.6699,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-RollerGate02'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-RollerGate02'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-RollerGate02'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588-RollerGate02'}]",Mississippi River Lock and Dam 05a Roller Gate 02,Mississippi River Lock and Dam 05a Gate,Gate,0.0,0.0,NAD83,182.88,NAVD88, +MVP,Baldhill_Dam-LowFlow02,Valley City,Baldhill Dam Low Flow Gate 02,OUTLET,US/Central,47.0358647,-98.0810972,ft,United States,ND,Barnes,MVP,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '05057500-LowFlow02'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'BLDN8-LowFlow02'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Baldhill_Dam-LowFlow02'}, {'name': 'Agency Aliases-NIDID', 'value': 'ND00309-LowFlow02'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Baldhill_Dam-LowFlow02'}]",Baldhill Dam Low Flow Gate 01,Baldhill Dam Low Flow Gate,,,,NAD83,1199.9999999999998,NGVD29, +MVP,LockDam_05-TainterGate12,Winona,Lock and Dam 05 Tainter Gate 12,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate12'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate12'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate12'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate12'}]",Mississippi River Lock and Dam 05 Tainter Gate 12,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,ChippewaDiv_Dam-Tailwater,Watson,Chippewa Diversion Dam Tailwater,SITE,US/Central,45.0236111,-95.7902778,ft,United States,MN,Chippewa,MVP,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '05304995-Tailwater'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WTSM5-Tailwater'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00578-Tailwater'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'ChippewaDiv_Dam-Tailwater'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'ChippewaDiv_Dam-Tailwater'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05305000'}]",,Chippewa Diversion Dam,,0.0,0.0,NAD83,0.0,NGVD29, +MVP,LockDam_05-TainterGate14,Winona,Lock and Dam 05 Tainter Gate 14,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate14'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate14'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate14'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate14'}]",Mississippi River Lock and Dam 05 Tainter Gate 14,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,TraverseWR_Dam,Wheaton,White Rock Dam at Mud Lake Reservoir,PROJECT,US/Central,45.8616,-96.5716,m,United States,MN,Traverse,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WHRM5'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'TraverseWR_Dam'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'TraverseWR_Dam'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05049995'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00577'}]",White Rock Dam at Mud Lake Reservoir at Lake Traverse Project,White Rock Dam at Mud Lake Reservoir,Dam,,,NAD83,274.32,LOCAL,"USACE Owned, USGS Maintained" +MVP,Cooperstown,Jamestown,"Sheyenne River at Cooperstown, ND",SITE,US/Central,47.4336,-98.0286,m,United States,ND,Griggs,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Cooperstown'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CPRN8'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05057000'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Cooperstown'}]","Sheyenne River at Cooperstown, ND",,DCP Gage,,,NAD27,387.632448,NGVD29,"USACE Owned, USGS Maintained" +MVP,LockDam_05-TainterGate16,Winona,Lock and Dam 05 Tainter Gate 16,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate16'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate16'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate16'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate16'}]",Mississippi River Lock and Dam 05 Tainter Gate 16,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,MOOM5S,Cloquet,Moose Lake Snow,SITE,US/Central,46.43639,-92.70611,m,United States,MN,Kanabec,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MOOM5S'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MOOM5S'}]",Moose Lake Snow,Moose Lake Snow,,,,,,, +MVP,ChippewaDiv_Dam,Watson,Chippewa Diversion Dam,PROJECT,US/Central,45.022025,-95.791308333333,m,United States,MN,Chippewa,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WTSM5'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05304995'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'ChippewaDiv_Dam'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'ChippewaDiv_Dam'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00578'}]",,Chippewa Diversion Dam,Dam,0.0,0.0,NAD83,0.0,NGVD29,"USACE Owned, USGS Maintained" +MVP,LockDam_05-TainterGate18,Winona,Lock and Dam 05 Tainter Gate 18,OUTLET,US/Central,44.1616,-91.8116,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate18'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate18'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate18'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate18'}]",Mississippi River Lock and Dam 05 Tainter Gate 18,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,182.88,NAVD88, +MVP,Muscoda,Middleton,"Wisconsin River at Muscoda, WI",SITE,US/Central,43.1983,-90.4406,m,United States,WI,Grant,MVP,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '05407000'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MUSW3'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MUSW3'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MUSW3'}]","Wisconsin River at Muscoda, WI","Wisconsin River at Muscoda, WI",DCP Gage,,,NAD83,203.231496,LOCAL, +MVP,LockDam_05-Tailwater,Winona,Lock and Dam 5 Tailwater,SITE,US/Central,44.158307,-91.808447,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-Tailwater'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-Tailwater'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-Tailwater'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-Tailwater'}]",Mississippi River Lock and Dam 05 Tailwater,Mississippi River Lock and Dam 05 Tailwater,,0.0,0.0,NAD83,0.0,NAVD88, +MVP,MissHW_Gull-SlideGate04,Brainerd,Gull Slide Gate 04,OUTLET,US/Central,46.4116,-94.3533,ft,United States,MN,Cass,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'GLLM5-SlideGate04'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_Gull-SlideGate04'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_Gull-SlideGate04'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00596-SlideGate04'}]",,Gull Lake Dam,,,,NAD83,1099.9999999999998,NGVD29, +MVP,MissHW_Gull-SlideGate02,Brainerd,Gull Slide Gate 02,OUTLET,US/Central,46.4116,-94.3533,m,United States,MN,Cass,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'GLLM5-SlideGate02'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_Gull-SlideGate02'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_Gull-SlideGate02'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00596-SlideGate02'}]",,Gull Lake Dam,,0.0,,NAD83,0.0,NGVD29, +MVP,Baldhill_Dam-EmergencySpillway,Jamestown,Baldhill Dam Emergency Spillway,SITE,US/Central,47.0346415,-98.0788482,ft,United States,ND,Barnes,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'BLDN8-EmergencySpillway'}, {'name': 'Agency Aliases-NIDID', 'value': 'ND00309-EmergencySpillway'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05057500-EmergencySpillway'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Baldhill_Dam-EmergencySpillway'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Baldhill_Dam-EmergencySpillway'}]",,Baldhill Dam Emergency Spillway,,,,NAD83,0.0,NGVD29, +MVP,MissHW_Gull-StopLog01,Brainerd,Gull Stop Log 01,OUTLET,US/Central,46.4116,-94.3533,m,United States,MN,Cass,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'GLLM5-StopLog01'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_Gull-StopLog01'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_Gull-StopLog01'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00596-StopLog01'}]",,Gull Lake Dam,,,,NAD83,335.28,NGVD29, +MVP,LockDam_05-TainterGate20,Winona,Lock and Dam 05 Tainter Gate 20,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate20'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate20'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate20'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate20'}]",Mississippi River Lock and Dam 05 Tainter Gate 20,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_02-Spillway,Hastings,Lock and Dam 02 Spillway,SITE,US/Central,44.7599,-92.8683,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00594-Spillway'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-Spillway'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-Spillway'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-Spillway'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05-TainterGate22,Winona,Lock and Dam 05 Tainter Gate 22,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate22'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate22'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate22'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate22'}]",Mississippi River Lock and Dam 05 Tainter Gate 22,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,NWUM5,New Ulm,Cottonwood River at New Ulm,SITE,US/Central,44.2914,-94.44,m,United States,MN,Brown,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'NWUM5'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'NWUM5'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05317000'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'NWUM5'}]",Cottonwood River at New Ulm. MN,,DCP Gage,,,,242.87378400000003,LOCAL, +MVP,NWUM5S,New Ulm,New Ulm Snow,SITE,US/Central,44.32111,-94.43889,m,United States,MN,Brown,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'NWUM5S'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'NWUM5S'}]",New Ulm Snow,New Ulm Snow,,,,,,, +MVP,LockDam_02-TainterGate12,Hastings,Lock and Dam 02 Tainter Gate 12,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate12'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate12'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate12'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate12'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,TraverseWR_Dam-Tailwater,Fergus Falls,White Rock Dam Tailwater,SITE,US/Central,45.8616,-96.5716,ft,United States,MN,Traverse,MVP,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '05050000'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WHRM5-Tailwater'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00577-Tailwater'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'TraverseWR_Dam-Tailwater'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'TraverseWR_Dam-Tailwater'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05049995-Tailwater'}]",White Rock Dam Tailwater,White Rock Dam Tailwater,,,,NAD83,899.9999999999999,LOCAL, +MVP,LockDam_02-TainterGate14,Hastings,Lock and Dam 02 Tainter Gate 14,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate14'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate14'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate14'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate14'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,AGYM5,Argyle,Middle River at Argyle,SITE,US/Central,48.340277777778,-96.816111111111,ft,United States,MN,Marshall,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'AGYM5'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'AGYM5'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'AGYM5'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05087500'}]","Middle River at Argyle, MN",,DCP Gage,,,NAD83,828.5299999999999,LOCAL,"Middle River at Argyle, MN" +MVP,LockDam_02-TainterGate16,Hastings,Lock and Dam 02 Tainter Gate 16,OUTLET,US/Central,44.7599,-92.8683,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate16'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate16'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate16'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate16'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_02-TainterGate18,Hastings,Lock and Dam 02 Tainter Gate 18,OUTLET,US/Central,44.7599,-92.8683,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate18'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate18'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate18'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate18'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05-CP_Alma,Winona,Lock and Dam 05 Control Point,SITE,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-CP_Alma'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-CP_Alma'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-CP_Alma'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-CP_Alma'}]",,Mississippi River Lock and Dam 05,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LFKM5,Hibbing,Little Fork River at Little Fk,SITE,US/Central,48.3958,-93.5492,ft,United States,MN,Koochiching,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LFKM5'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'LFKM5'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05131500'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LFKM5'}]","Little Fork River at Little Fork, MN",,DCP Gage,,,,1083.59,LOCAL, +MVP,LockDam_05a-Spillway,Winona,Lock and Dam 05a Spillway,SITE,US/Central,44.0883,-91.6699,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-Spillway'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588-Spillway'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-Spillway'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-Spillway'}]",,Mississippi River Lock and Dam 05a,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05-TainterGate08,Winona,Lock and Dam 05 Tainter Gate 08,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate08'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate08'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate08'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate08'}]",Mississippi River Lock and Dam 05 Tainter Gate 08,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05-TainterGate10,Winona,Lock and Dam 05 Tainter Gate 10,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate10'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate10'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate10'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate10'}]",Mississippi River Lock and Dam 05 Tainter Gate 10,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,Baldhill_Dam-TainterGate01,Jamestown,Baldhill Dam Tainter Gate 01,OUTLET,US/Central,47.0361844,-98.081466,ft,United States,ND,Barnes,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'BLDN8-TainterGate01'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Baldhill_Dam-TainterGate01'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Baldhill_Dam-TainterGate01'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05057500-TainterGate01'}, {'name': 'Agency Aliases-NIDID', 'value': 'ND00309-TainterGate01'}]",,Baldhill Dam,,,,NAD83,0.0,NGVD29, +MVP,ABRN8,Abercrombie,Wild Rice River at Abercrombie,STREAM_LOCATION,US/Central,46.4680556,-96.7833333,ft,United States,ND,Richland,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'ABRN8'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'ABRN8'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05053000'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'ABRN8'}]","Wild Rice River near Abercrombie, ND",,,,,NAD83,907.9399999999999,,"Wild Rice River near Abercrombie, ND" +MVP,Baldhill_Dam-LowFlow01,Valley City,Baldhill Dam Low Flow Gate 01,OUTLET,US/Central,47.0359542,-98.0812555,m,United States,ND,Barnes,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'BLDN8-LowFlow01'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05057500-LowFlow01'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Baldhill_Dam-LowFlow01'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Baldhill_Dam-LowFlow01'}, {'name': 'Agency Aliases-NIDID', 'value': 'ND00309-LowFlow01'}]",Baldhill Dam Low Flow Gate 01,Baldhill Dam Low Flow Gate 01,,,,NAD83,365.76,NGVD29, +MVP,LockDam_02-Tailwater,Hastings,Lock and Dam 2 Tailwater,SITE,US/Central,44.757049,-92.866069,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-Tailwater'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-Tailwater'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-Tailwater'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-Tailwater'}]",Mississippi River Lock and Dam 02 Tailwater,Mississippi River Lock and Dam 02 Tailwater,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,Baldhill_Dam-TainterGate03,Jamestown,Baldhill Dam Tainter Gate 03,OUTLET,US/Central,47.0361844,-98.081466,ft,United States,ND,Barnes,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'BLDN8-TainterGate03'}, {'name': 'Agency Aliases-NIDID', 'value': 'ND00309-TainterGate03'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Baldhill_Dam-TainterGate03'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05057500-TainterGate03'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Baldhill_Dam-TainterGate03'}]",,Baldhill Dam,,,,NAD83,0.0,NGVD29, +MVP,Highway75_Dam-ServiceSpillway,Watertown,Highway 75 Dam Service Spillway,SITE,US/Central,45.226761111111,-96.290252777778,ft,United States,MN,Lac Qui Parle,MVP,True,"[{'name': 'RFC CHPS Aliases-Locations', 'value': 'ODAM5_CHPS-ServiceSpillway'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'ODEM5'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00581-ServiceSpillway'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Highway75_Dam-ServiceSpillway'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Highway75_Dam-ServiceSpillway'}]",,Highway 75 Dam,,0.0,0.0,NAD83,0.0,NGVD29, +MVP,LockDam_10-CP_Clayton,Dubuque,Lock and Dam 10 Control Point,SITE,US/Central,42.785,-91.095,ft,United States,IA,Clayton,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_10-CP_Clayton'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'GTTI4-CP_Clayton'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_10-CP_Clayton'}, {'name': 'Agency Aliases-NIDID', 'value': 'IA04014-CP_Clayton'}]",,Mississippi River Lock and Dam 10,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_02-TainterGate02,Hastings,Lock and Dam 02 Tainter Gate 02,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate02'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate02'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate02'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate02'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_02-Turbine02,Hastings,Lock and Dam 02 Turbine 02,TURBINE,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-Turbine02'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-Turbine02'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-Turbine02'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-Turbine02'}]",,Mississippi River Lock and Dam 02 Turbine 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05a-CrookedSlough,Winona,Crooked Slough near Lock5a,SITE,US/Central,44.0883,-91.6699,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-CrookedSlough'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588-CrookedSlough'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-CrookedSlough'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-CrookedSlough'}]",,Mississippi River Lock and Dam 05a,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,MissHW_PineRiver-Bays07_08,Brainerd,Pine River Dam Bays 7 & 8 - Slide Gates,SITE,US/Central,46.669117,-94.11283,ft,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-Bays07_08'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-Bays07_08'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-Bays07_08'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-Bays07_08'}]",Pine River Dam Bays 7 & 8 - Slide Gates,Pine River Dam at Cross Lake,,-3.4028234663852886e+38,-3.4028234663852886e+38,NAD83,0.0,NGVD29,"Total opening of gates in bays 7, 8" +MVP,MissHW_PineRiver-SlideGate09,Brainerd,Pine River Dam Slide Gate 09,OUTLET,US/Central,46.6683,-94.1116,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate09'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate09'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate09'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate09'}]",,Pine River Dam at Cross Lake,,,,NAD83,365.76,NGVD29, +MVP,LockDam_05a-RollerGate03,Winona,Lock and Dam 05a Roller Gate 03,OUTLET,US/Central,44.0883,-91.6699,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-RollerGate03'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-RollerGate03'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-RollerGate03'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588-RollerGate03'}]",Mississippi River Lock and Dam 05a Roller Gate 03,Mississippi River Lock and Dam 05a Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,MissHW_PineRiver-Bays03_04,Brainerd,Pine River Dam Bays 3 & 4 - Slide Gates,SITE,US/Central,46.669168,-94.112654,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-Bays03_04'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-Bays03_04'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-Bays03_04'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-Bays03_04'}]",Pine River Dam Bays 3 & 4 - Slide Gates,Pine River Dam at Cross Lake,,-3.4028234663852886e+38,-3.4028234663852886e+38,NAD83,0.0,NGVD29,"Total opening of gates in bays 3, 4" +MVP,LockDam_05a-RollerGate05,Winona,Lock and Dam 05a Roller Gate 05,OUTLET,US/Central,44.0883,-91.6699,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00588-RollerGate05'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-RollerGate05'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-RollerGate05'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-RollerGate05'}]",Mississippi River Lock and Dam 05a Roller Gate 05,Mississippi River Lock and Dam 05a Gate,Gate,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_02-Lock_01,Hastings,Lock and Dam Lock 01,LOCK,US/Central,44.7599,-92.8683,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00594-Lock_01'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-Lock_01'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-Lock_01'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-Lock_01'}]",,Mississippi River Lock and Dam 02,Lock,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,MissHW_PineRiver-SlideGate07,Brainerd,Pine River Dam Slide Gate 07,OUTLET,US/Central,46.6683,-94.1116,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate07'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate07'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate07'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate07'}]",,Pine River Dam at Cross Lake,,,,NAD83,365.76,NGVD29, +MVP,MissHW_Gull-Fishway,Brainerd,Gull Fishway 01,OUTLET,US/Central,46.4116,-94.3533,m,United States,MN,Cass,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00596-Fishway'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_Gull-Fishway'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_Gull-Fishway'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'GLLM5-Fishway'}]",,Gull Lake Dam,,,,NAD83,335.28,NGVD29, +MVP,LockDam_02-TainterGate04,Hastings,Lock and Dam 02 Tainter Gate 04,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate04'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate04'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate04'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate04'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05-Lock_01,Winona,Lock and Dam 05 Lock 01,LOCK,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-Lock_01'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-Lock_01'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-Lock_01'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-Lock_01'}]",,Mississippi River Lock and Dam 05,Lock,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_02-TainterGate06,Hastings,Lock and Dam 02 Tainter Gate 06,OUTLET,US/Central,44.7599,-92.8683,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate06'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate06'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate06'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate06'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05a,Fountain City,Lock and Dam 5A,PROJECT,US/Central,44.0890583,-91.6722333,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588'}]",Lock and Dam 05a at Mississippi River 9 foot Channel Navigation Project,Lock and Dam 05a,Dam,0.0,0.0,NAD83,599.9999999999999,LOCAL,USACE Owned and Maintained +MVP,LockDam_02-CP_SoStPaul,Hastings,Lock and Dam 02 Control Point,SITE,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-CP_SoStPaul'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-CP_SoStPaul'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-CP_SoStPaul'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-CP_SoStPaul'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,MissHW_PineRiver-SlideGate05,Brainerd,Pine River Dam Slide Gate 05,OUTLET,US/Central,46.6683,-94.1116,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate05'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate05'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate05'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate05'}]",,Pine River Dam at Cross Lake,,,,NAD83,365.76,NGVD29, +MVP,LockDam_05-RollerGate02,Winona,Lock and Dam 05 Roller Gate 02,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-RollerGate02'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-RollerGate02'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-RollerGate02'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-RollerGate02'}]",Mississippi River Lock and Dam 05 Roller Gate 02,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,MissHW_Gull,Brainerd,Gull Lake Dam,PROJECT,US/Central,46.4110944,-94.353575,ft,United States,MN,Cass,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00596'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_Gull'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'GLLM5'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_Gull'}]",Mississippi River Headwater Gull Lake Dam,Gull Lake Dam,Dam,,,NAD83,1099.9999999999998,NGVD29,USACE Owned and Maintained +MVP,LockDam_05-TainterValves,Winona,Lock and Dam 05 Tainter Valves,OUTLET,US/Central,44.1616,-91.8116,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterValves'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterValves'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterValves'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterValves'}]",Mississippi River Lock and Dam 05 Tainter Valves,Mississippi River Lock and Dam 05,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05-RollerGate04,Winona,Lock and Dam 05 Roller Gate 04,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-RollerGate04'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-RollerGate04'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-RollerGate04'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-RollerGate04'}]",Mississippi River Lock and Dam 05 Roller Gate 04,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,Rafferty_Dam,Williston,Rafferty Reservoir,SITE,US/Central,49.1455556,-103.0944444,m,Canada,00,Unknown County or County N/A for Unknown State or State N/A,,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Rafferty_Dam'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'RAFQ8'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Rafferty_Dam'}, {'name': 'Agency Aliases-ECCC Station ID', 'value': '05NB032'}]","Rafferty Reservoir near Estevan, SK",Rafferty Reservoir near Estevan,DCP Gage,,,,,,Owner is Environment Canada +MVP,LockDam_02-TainterGate08,Hastings,Lock and Dam 02 Tainter Gate 08,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate08'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate08'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate08'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate08'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,MissHW_PineRiver-SlideGate13,Brainerd,Pine River Dam Slide Gate 13,OUTLET,US/Central,46.6683,-94.1116,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate13'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate13'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate13'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate13'}]",,Pine River Dam at Cross Lake,,,,NAD83,365.76,NGVD29, +MVP,MissHW_PineRiver-Bays11_13,Brainerd,"Pine River Dam Bays 11, 12, & 13 - Slide Gates",SITE,US/Central,46.669057,-94.113025,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-Bays11_13'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-Bays11_13'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-Bays11_13'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-Bays11_13'}]","Pine River Dam Bays 11, 12, & 13 - Slide Gates",Pine River Dam at Cross Lake,,-3.4028234663852886e+38,-3.4028234663852886e+38,NAD83,0.0,NGVD29,"Total opening of gates in bays 11, 12, 13" +MVP,LockDam_02-TainterGate10,Hastings,Lock and Dam 02 Tainter Gate 10,OUTLET,US/Central,44.7599,-92.8683,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate10'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate10'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate10'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate10'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_02,Hastings,Lock and Dam 2,PROJECT,US/Central,44.7621,-92.8712833,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00594'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5'}]",Lock and Dam 02 at Mississippi River 9 foot ChannelNavigation Project,Lock and Dam 02,Dam,0.0,0.0,NAD83,599.9999999999999,LOCAL,"USACE Owned and Maintained, Brookfield Power operates hydropower" +MVP,LockDam_05a-TainterGates,Winona,Lock and Dam 05a Tainter Gates,SITE,US/Central,44.0883,-91.6699,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-TainterGates'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-TainterGates'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-TainterGates'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588-TainterGates'}]",Mississippi River Lock and Dam 05a Tainter Gates,Mississippi River Lock and Dam 05a Tainter Gates,Gate,0.0,0.0,NAD83,182.88,NAVD88, +MVP,MissHW_PineRiver-Tailwater,Brainerd,Pine River Dam Tailwater,SITE,US/Central,46.6683,-94.1116,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-Tailwater'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-Tailwater'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-Tailwater'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-Tailwater'}]",,Pine River Dam at Cross Lake,Dam,,,NAD83,365.76,NGVD29, +MVP,MissHW_PineRiver-SlideGate11,Brainerd,Pine River Dam Slide Gate 11,OUTLET,US/Central,46.6683,-94.1116,ft,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate11'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate11'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate11'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate11'}]",,Pine River Dam at Cross Lake,,,,NAD83,1199.9999999999998,NGVD29, +MVP,LockDam_05-RollerGate06,Winona,Lock and Dam 05 Roller Gate 06,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-RollerGate06'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-RollerGate06'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-RollerGate06'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-RollerGate06'}]",Mississippi River Lock and Dam 05 Roller Gate 06,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, diff --git a/load_data/data/.ipynb_checkpoints/MVP_timeseries_ids-checkpoint.csv b/load_data/data/.ipynb_checkpoints/MVP_timeseries_ids-checkpoint.csv new file mode 100755 index 000000000..8c5cea665 --- /dev/null +++ b/load_data/data/.ipynb_checkpoints/MVP_timeseries_ids-checkpoint.csv @@ -0,0 +1,1653 @@ +office,ts_id +mvp,LockDam_05-TainterGate23.Flow.Inst.15Minutes.0.comp 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+mvp,Highway75_Dam.Flow-Sim-RainOnPool.Inst.6Hours.0.Fcst-NCRFC-CHIPS:2025-06-08 01:11:00+00:00 +mvp,Highway75_Dam.Flow-Sim-RainOnPool.Inst.6Hours.0.Fcst-NCRFC-CHIPS-Auto +mvp,Highway75_Dam.Flow-Sim-RainOnPool.Inst.6Hours.0.Fcst-NCRFC-CHIPS-CRF +mvp,Highway75_Dam.Flow.Inst.1Hour.0.Fcst-CEMVP +mvp,Highway75_Dam.Flow.Inst.6Hours.0.Fcst-NCRFC-CHIPS:2025-06-12 01:11:00+00:00 +mvp,Highway75_Dam.Flow.Inst.6Hours.0.Fcst-NCRFC-CHIPS:2025-06-11 01:11:00+00:00 +mvp,Highway75_Dam.Flow.Inst.6Hours.0.Fcst-NCRFC-CHIPS:2025-06-10 01:11:00+00:00 +mvp,Highway75_Dam.Flow.Inst.6Hours.0.Fcst-NCRFC-CHIPS:2025-06-09 01:11:00+00:00 +mvp,Highway75_Dam.Flow.Inst.6Hours.0.Fcst-NCRFC-CHIPS:2025-06-08 01:11:00+00:00 +mvp,Highway75_Dam.Flow.Inst.6Hours.0.Fcst-NCRFC-CHIPS-Auto +mvp,Highway75_Dam.Flow.Inst.6Hours.0.Fcst-NCRFC-CHIPS-CRF +mvp,Highway75_Dam.Head.Inst.15Minutes.0.comp +mvp,Highway75_Dam.Precip-Rain.Total.6Hours.6Hours.Fcst-NCRFC-CHIPS:2025-06-12 01:11:00+00:00 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+mvp,LockDam_02.Flow.Inst.12Hours.0.Fcst-CEMVP-CWMS:120HoursQPF +mvp,LockDam_02.Flow.Inst.15Minutes.0.comp +mvp,LockDam_02.Flow.Inst.15Minutes.0.merged +mvp,LockDam_02.Flow.Inst.6Hours.0.Fcst-NCRFC-CHIPS:2025-06-12 01:11:00+00:00 +mvp,LockDam_02.Flow.Inst.6Hours.0.Fcst-NCRFC-CHIPS:2025-06-11 01:11:00+00:00 +mvp,LockDam_02.Flow.Inst.6Hours.0.Fcst-NCRFC-CHIPS:2025-06-10 01:11:00+00:00 +mvp,LockDam_02.Flow.Inst.6Hours.0.Fcst-NCRFC-CHIPS:2025-06-09 01:11:00+00:00 +mvp,LockDam_02.Flow.Inst.6Hours.0.Fcst-NCRFC-CHIPS:2025-06-08 01:11:00+00:00 +mvp,LockDam_02.Flow.Inst.6Hours.0.Fcst-NCRFC-CHIPS-Auto +mvp,LockDam_02.Flow.Inst.6Hours.0.Fcst-NCRFC-CHIPS-CRF +mvp,LockDam_02.Head.Inst.15Minutes.0.comp +mvp,LockDam_02.Precip-RainAndMelt.Total.6Hours.6Hours.Fcst-NCRFC-CHIPS:2025-06-12 01:11:00+00:00 +mvp,LockDam_02.Precip-RainAndMelt.Total.6Hours.6Hours.Fcst-NCRFC-CHIPS:2025-06-11 01:11:00+00:00 +mvp,LockDam_02.Precip-RainAndMelt.Total.6Hours.6Hours.Fcst-NCRFC-CHIPS:2025-06-10 01:11:00+00:00 +mvp,LockDam_02.Precip-RainAndMelt.Total.6Hours.6Hours.Fcst-NCRFC-CHIPS:2025-06-09 01:11:00+00:00 +mvp,LockDam_02.Precip-RainAndMelt.Total.6Hours.6Hours.Fcst-NCRFC-CHIPS:2025-06-08 01:11:00+00:00 +mvp,LockDam_02.Precip-RainAndMelt.Total.6Hours.6Hours.Fcst-NCRFC-CHIPS-Auto +mvp,LockDam_02.Precip-RainAndMelt.Total.6Hours.6Hours.Fcst-NCRFC-CHIPS-CRF +mvp,LockDam_02.Precip.Total.~1Day.1Day.Raw-NWS-ACIS +mvp,LockDam_02.Speed-Wind.Inst.15Minutes.0.CEMVP-GOES-Raw +mvp,LockDam_02.Stage.Ave.1Day.1Day.MVDhist-rev +mvp,LockDam_02.Stage.Ave.1Day.1Day.comp +mvp,LockDam_02.Stage.Ave.6Hours.6Hours.comp +mvp,LockDam_02.Stage.Inst.0.0.Raw-CEMVP +mvp,LockDam_02.Stage.Inst.15Minutes.0.CEMVP-GOES-Raw +mvp,LockDam_02.Stage.Inst.15Minutes.0.rev +mvp,LockDam_02.Stage.Inst.~15Minutes.0.best +mvp,LockDam_02.Temp-Air.Inst.15Minutes.0.CEMVP-GOES-Raw +mvp,LockDam_02.Temp-Air.Inst.~1Day.0.Raw-NWS-ACIS +mvp,LockDam_02.Temp-Air.Max.~1Day.1Day.Raw-NWS-ACIS +mvp,LockDam_02.Temp-Air.Min.~1Day.1Day.Raw-NWS-ACIS +mvp,LockDam_02.Temp-Water.Ave.1Day.1Day.merged +mvp,LockDam_02.Temp-Water.Inst.15Minutes.0.CEMVP-GOES-Raw +mvp,LockDam_02.Temp-Water.Inst.15Minutes.0.merged +mvp,LockDam_02.Temp-Water.Inst.~1Day.0.Raw-NWS-IEM +mvp,LockDam_02.Volt.Inst.1Hour.0.CEMVP-GOES-Raw diff --git a/load_data/data/LRL_locations_data.csv b/load_data/data/LRL_locations_data.csv new file mode 100755 index 000000000..b8219d8e3 --- /dev/null +++ b/load_data/data/LRL_locations_data.csv @@ -0,0 +1,53 @@ +office,name,kind,unit,nation,active,aliases,nearest-city,time-zone,latitude,longitude,horizontal-datum,elevation,vertical-datum,state,county,bounding-office,map-label,public-name,long-name,type,published-latitude,published-longitude,description +LRL,Taylorsville-Lake,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03295597'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '03295890-Lake'}, {'name': 'Agency Aliases-NIDID', 'value': 'KY00051-Lake'}]","Taylorsville, KY",US/Eastern,38.003568,-85.3065171,NAD27,466.84999999999997,NGVD29,KY,Spencer,LRL,Taylorsville Lake,,,,,, +LRL,Green-GRLK2,SITE,m,United States,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'KY03007-GRLK2'}]","Cane Valley, KY",US/Eastern,37.2461111,-85.3391667,NAD27,203.6064,NGVD29,KY,Taylor,LRL,Green River Lake,,,,,, +LRL,Boston-BSNK2L,SITE,m,United States,True,"[{'name': 'Agency Aliases-DCP Platform ID', 'value': 'CE693326-BSNK2L'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '03301500-BSNK2L'}]",,US/Eastern,37.767286111111,-85.70385,,122.048016,NGVD29,KY,Nelson,,,,,,,, +LRL,Green,PROJECT,ft,United States,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'KY03007'}]","Cane Valley, KY",US/Eastern,37.2461111,-85.3391667,NAD27,668.0,NGVD29,KY,Taylor,LRL,Green River Lake,Green River Lake,Green,Corps Reservoir,,, +LRL,Taylorsville-Bypass02,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03295890-Bypass02'}, {'name': 'Agency Aliases-NIDID', 'value': 'KY00051-Bypass02'}]","Taylorsville, KY",US/Eastern,38.003568,-85.3065171,NAD27,142.29588,NGVD29,KY,Spencer,LRL,Taylorsville Lake,,,,,, +LRL,Catawba,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03253500'}]","Falmouth, KY",US/Eastern,38.7103478,-84.3107693,NAD27,500.01,NGVD29,KY,Pendleton,LRL,Licking River at Catawba,"LICKING RIVER AT CATAWBA, KY","LICKING RIVER AT CATAWBA, KY",Stream Gauge,,, +LRL,Buckhorn-Lake,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03280800'}, {'name': 'Agency Aliases-NIDID', 'value': 'KY03027-Lake'}]","Buckhorn, KY",US/Eastern,37.3402778,-83.4691667,NAD27,757.0,NGVD29,KY,Perry,LRL,Buckhorn Lake,,,,,, +LRL,TaylorsvilleOH,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03263000'}]",,America/New_York,,,,,,,,,,,,,,, +LRL,DUNK2S,SITE,ft,United States,True,[],,,,,,,,,,,,,,,,, +LRL,BKVI3,SITE,ft,United States,True,[],,,,,,,,,,,,,,,,, +LRL,Cincinnati-CCNO1,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03255000-CCNO1'}]","Covington, KY",US/Eastern,39.0945044,-84.5104983,NAD27,428.87999999999994,NGVD29,OH,Hamilton,LRL,Ohio River at Cincinnati,,,,,, +LRL,Olmsted-HW,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03612600-HW'}]",Presque Isle,Unknown or Not Applicable,0.0,0.0,,0.0,,00,Unknown County or County N/A for Unknown State or State N/A,,,Olmsted Headwater,,,-3.4028234663852886e+38,-3.4028234663852886e+38, +LRL,Boston,SITE,ft,,True,"[{'name': 'Agency Aliases-DCP Platform ID', 'value': 'CE693326'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '03301500'}]",,US/Eastern,37.767286111111,-85.70385,,400.41999999999996,NGVD29,KY,Nelson,,,"ROLLING FORK NEAR BOSTON, KY","ROLLING FORK NEAR BOSTON, KY",,,, +LRL,ALVK2,SITE,m,United States,True,[],,,,,,,,,,,,,,,,, +LRL,Taylorsville-Outlet01,OUTLET,m,United States,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'KY00051-Outlet01'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '03295890-Outlet01'}]","Taylorsville, KY",US/Eastern,38.005360231786,-85.307965492868,NAD27,142.29588,NGVD29,KY,Spencer,LRL,Taylorsville Lake,Taylorsville Outlet,,,,, +LRL,Taylorsville-BRCK2,SITE,m,United States,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'KY00051-BRCK2'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '03295890-BRCK2'}]","Taylorsville, KY",US/Eastern,38.003568,-85.3065171,NAD27,142.29588,NGVD29,KY,Spencer,LRL,Taylorsville Lake,,,,,, +LRL,Green-Lake,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03305990'}, {'name': 'Agency Aliases-NIDID', 'value': 'KY03007-Lake'}]","Cane Valley, KY",US/Eastern,37.2461111,-85.3391667,NAD27,203.6064,NGVD29,KY,Taylor,LRL,Green River Lake,,,,,, +LRL,Greensburg,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03306500'}]","Greensburg, KY",US/Central,37.2536713,-85.5030215,NAD83,531.81,NGVD29,KY,Green,LRL,,"GREEN RIVER AT GREENSBURG, KY","GREEN RIVER AT GREENSBURG, KY",,,, +LRL,Cairo,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '370000089094501'}]",,,,,,,,,,,,,,,,, +LRL,BowlingGreenKY-BWGK2L,SITE,ft,United States,True,"[{'name': 'Agency Aliases-DCP Platform ID', 'value': 'CE774640-BWGK2L'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '03314500-BWGK2L'}]",,US/Central,37.002819444444,-86.432766666667,,409.83,NGVD29,KY,Warren,,,,,,,, +LRL,Franklin-ALVK2S,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03313700-ALVK2S'}]","Franklin, KY",US/Central,36.7233738,-86.5522175,NAD83,174.799752,NGVD29,KY,Simpson,LRL,,,,,,, +LRL,Newburgh,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03304300'}]","Newburgh, IN",US/Central,37.934301333332,-87.379384665112,NAD83,100.434648,NGVD29,IN,Warrick,LRL,Newburgh Locks and Dam TW,OHIO RIVER AT NEWBURGH LOCK AND ,"OHIO RIVER AT NEWBURGH LOCK AND DAM, IN",Stream Gauge,,, +LRL,Alvaton-ALVK2L,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03314000-ALVK2L'}, {'name': 'Agency Aliases-DCP Platform ID', 'value': 'CE6D10F0-ALVK2L'}]",,US/Central,36.895319444444,-86.380547222222,,443.0699999999999,NGVD29,KY,Warren,,,,,,,, +LRL,Taylorsville-Tailwater,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03295890-Tailwater'}, {'name': 'Agency Aliases-NIDID', 'value': 'KY00051-Tailwater'}]","Taylorsville, KY",US/Eastern,38.003568,-85.3065171,NAD27,142.29588,NGVD29,KY,Spencer,LRL,Taylorsville Lake,,,,,, +LRL,Barkley-BARK2,SITE,ft,United States,True,[],,,,,,,,,,,,,,,,, +LRL,GRLK2,SITE,ft,United States,True,[],,,,,,,,,,,,,,,,, +LRL,Buckhorn,PROJECT,m,United States,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'KY03027'}]","Buckhorn, KY",US/Eastern,37.3402778,-83.4691667,NAD27,230.73360000000002,NGVD29,KY,Perry,LRL,Buckhorn Lake,Buckhorn Lake,Buckhorn Lake,Corps Reservoir,,, +LRL,Kentucky-KYDK2,SITE,m,United States,True,[],,,,,,,,,,,,,,,,, +LRL,Taylorsville-ServiceGate01,SITE,m,United States,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'KY00051-ServiceGate01'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '03295890-ServiceGate01'}]","Taylorsville, KY",US/Eastern,38.003568,-85.3065171,NAD27,142.29588,NGVD29,KY,Spencer,LRL,Taylorsville Lake,,,,,, +LRL,Taylorsville-ServiceGate02,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03295890-ServiceGate02'}, {'name': 'Agency Aliases-NIDID', 'value': 'KY00051-ServiceGate02'}]","Taylorsville, KY",US/Eastern,38.003568,-85.3065171,NAD27,142.29588,NGVD29,KY,Spencer,LRL,Taylorsville Lake,,,,,, +LRL,Taylorsville-Bypass01,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03295890-Bypass01'}, {'name': 'Agency Aliases-NIDID', 'value': 'KY00051-Bypass01'}]","Taylorsville, KY",US/Eastern,38.003568,-85.3065171,NAD27,142.29588,NGVD29,KY,Spencer,LRL,Taylorsville Lake,,,,,, +LRL,Cairo-CIRI2,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '370000089094501-CIRI2'}]",,,,,,,,,,,,,,,,, +LRL,Olmsted,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03612600'}]",Presque Isle,America/Chicago,0.0,0.0,,0.0,,,,,,,,,0.0,0.0, +LRL,Taylorsville,PROJECT,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03295890'}, {'name': 'Agency Aliases-NIDID', 'value': 'KY00051'}]","Taylorsville, KY",US/Eastern,38.003568,-85.3065171,NAD27,142.29588,NGVD29,KY,Spencer,LRL,Taylorsville Lake,Taylorsville Lake,Taylorsville Lake,Corps Reservoir,,, +LRL,Dundee-DUNK2L,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03319000-DUNK2L'}]","Narrows, KY",US/Central,37.5475514,-86.7216546,NAD83,393.18,NGVD29,KY,Ohio,LRL,,,,,,, +LRL,HorseBranch-DUNK2S,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03318800-DUNK2S'}]",,,,,,,,,,,,,,,,, +LRL,BowlingGreenKY,SITE,ft,,True,"[{'name': 'Agency Aliases-DCP Platform ID', 'value': 'CE774640'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '03314500'}]",,US/Central,37.002819444444,-86.432766666667,,409.83,NGVD29,KY,Warren,,,"BARREN RIVER AT BOWLING GREEN, K","BARREN RIVER AT BOWLING GREEN, KY",,,, +LRL,DUNK2,SITE,ft,United States,True,[],,,,,,,,,,,,,,,,, +LRL,Olmsted-TW,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03612600-TW'}]",Presque Isle,Unknown or Not Applicable,0.0,0.0,,0.0,,00,Unknown County or County N/A for Unknown State or State N/A,,,Olmsted Tailwater,,,-3.4028234663852886e+38,-3.4028234663852886e+38, +LRL,ALVK2S,SITE,m,United States,True,[],,,,,,,,,,,,,,,,, +LRL,Taylorsville-BRCK2L,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03295890-BRCK2L'}, {'name': 'Agency Aliases-NIDID', 'value': 'KY00051-BRCK2L'}]","Taylorsville, KY",US/Eastern,38.003568,-85.3065171,NAD27,142.29588,NGVD29,KY,Spencer,LRL,Taylorsville Lake,,,,,, +LRL,OlmstedUpr,SITE,m,United States,True,[],"Olmsted, IL",US/Central,37.183424262929,-89.063253433899,NAD83,84.86851200000001,NGVD29,KY,Ballard,LRL,Olmsted Dam Upper Gage,OHIO RIVER AT OLMSTED,OHIO RIVER AT OLMSTED,Stream Gauge,,, +LRL,Taylorsville-TAYO1,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03295890-TAYO1'}, {'name': 'Agency Aliases-NIDID', 'value': 'KY00051-TAYO1'}]","Vandalia, OH",US/Eastern,39.8728351,-84.164107,NAD83,760.11,NGVD29,OH,Montgomery,LRL,Taylorsville Dam,Great Miami River at Taylorsvill,Great Miami River at Taylorsville OH,Stream Gauge,,, +LRL,BowlingGreenIN,SITE,m,,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03360000'}, {'name': 'Agency Aliases-DCP Platform ID', 'value': 'CE77835E'}]",,US/Eastern,39.382819444444,-87.020566666667,,167.036496,NGVD29,IN,Clay,,,"EEL RIVER AT BOWLING GREEN, IN","EEL RIVER AT BOWLING GREEN, IN",Stream Gauge,,, +LRL,Newburghwq,SITE,ft,United States,True,[],,,,,,,,,,,,,,,,, +LRL,GreenMouth,SITE,ft,United States,True,[],,,,,,,,,,,,,,,,, +LRL,Kentucky,SITE,m,United States,True,[],,,,,,,,,,,,,,,,, +LRL,Cincinnati,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03255000'}]","Covington, KY",US/Eastern,39.0945044,-84.5104983,NAD27,428.87999999999994,NGVD29,OH,Hamilton,LRL,Ohio River at Cincinnati,"OHIO RIVER AT CINCINNATI, OH","OHIO RIVER AT CINCINNATI, OH",Stream Gauge,,, +LRL,Newburgh-NBGI3,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03304300-NBGI3'}]","Newburgh, IN",Unknown or Not Applicable,37.934301333332,-87.379384665112,NAD83,100.434648,NGVD29,00,Unknown County or County N/A for Unknown State or State N/A,LRL,Newburgh Locks and Dam TW,,,,,, +LRL,Olmsted-OLMI2,SITE,m,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03612600-OLMI2'}]",Presque Isle,America/Chicago,0.0,0.0,,0.0,,,,,,,,,0.0,0.0, +LRL,Greensburg-GNSK2L,SITE,ft,United States,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '03306500-GNSK2L'}]","Greensburg, KY",US/Central,37.2536713,-85.5030215,NAD83,531.81,NGVD29,KY,Green,LRL,,,,,,, +LRL,Barkley,SITE,ft,United States,True,[],,,,,,,,,,,,,,,,, diff --git a/load_data/data/LRL_timeseries_ids_all.csv b/load_data/data/LRL_timeseries_ids_all.csv new file mode 100755 index 000000000..eaadbba2a --- /dev/null +++ b/load_data/data/LRL_timeseries_ids_all.csv @@ -0,0 +1,444 @@ +,office,ts_id +0,LRL,Taylorsville-Lake.Elev.Inst.15Minutes.0.LRGS-raw +1,LRL,Taylorsville-Lake.Elev.Inst.15Minutes.0.LRGS-rev +2,LRL,Taylorsville-Lake.Elev.Inst.5Minutes.0.LRGS-raw +3,LRL,Taylorsville-Lake.Elev.Inst.5Minutes.0.LRGS-rev +4,LRL,Taylorsville-Lake.Elev.Inst.5Minutes.0.USGS-raw +5,LRL,Taylorsville-Lake.Elev.Inst.5Minutes.0.USGS-rev +6,LRL,Taylorsville-Lake.Precip.Inst.15Minutes.0.LRGS-raw +7,LRL,Taylorsville-Lake.Precip.Inst.5Minutes.0.LRGS-raw +8,LRL,Taylorsville-Lake.Precip.Total.5Minutes.5Minutes.USGS-raw +9,LRL,Taylorsville-Lake.Precip.Total.5Minutes.5Minutes.USGS-rev +10,LRL,Taylorsville-Lake.Temp-Water.Inst.15Minutes.0.USGS-raw +11,LRL,Taylorsville-Lake.Temp-Water.Inst.15Minutes.0.USGS-rev +12,LRL,BowlingGreenIN.Flow.Inst.15Minutes.0.LRGS-comp +13,LRL,BowlingGreenIN.Flow.Inst.15Minutes.0.USGS-raw +14,LRL,BowlingGreenIN.Flow.Inst.15Minutes.0.USGS-rev +15,LRL,BowlingGreenIN.Stage.Inst.15Minutes.0.LRGS-raw +16,LRL,BowlingGreenIN.Stage.Inst.15Minutes.0.LRGS-rev +17,LRL,BowlingGreenIN.Stage.Inst.15Minutes.0.USGS-raw +18,LRL,BowlingGreenIN.Stage.Inst.15Minutes.0.USGS-rev +19,LRL,BowlingGreenIN.Stage.Inst.~1Day.0.lrldlb-raw +20,LRL,BowlingGreenIN.Stage.Inst.~1Day.0.lrldlb-rev 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+39,LRL,GREENUP-GNUK2.Opening-Gate-Total.Inst.0.0.LPMS-raw +40,LRL,GREENUP-GNUK2.Precip.Total.0.1Day.LPMS-raw +41,LRL,GREENUP-GNUK2.Speed-Wind.Inst.0.0.LPMS-raw +42,LRL,GREENUP-GNUK2.Stage-Headwater.Inst.0.0.LPMS-raw +43,LRL,GREENUP-GNUK2.Stage-Headwater.Inst.1Day.0.LPMS-comp +44,LRL,GREENUP-GNUK2.Stage-Tailwater.Inst.0.0.LPMS-raw +45,LRL,GREENUP-GNUK2.Stage-Tailwater.Inst.1Day.0.LPMS-comp +46,LRL,GREENUP-GNUK2.Temp-Air.Inst.0.0.LPMS-raw +47,LRL,GREENUP-GNUK2.Temp-Water.Inst.0.0.LPMS-raw +48,LRL,Green-Lake.Elev.Inst.15Minutes.0.LRGS-raw +49,LRL,Green-Lake.Elev.Inst.15Minutes.0.LRGS-rev +50,LRL,Green-Lake.Elev.Inst.5Minutes.0.LRGS-raw +51,LRL,Green-Lake.Elev.Inst.5Minutes.0.LRGS-rev +52,LRL,Green-Lake.Elev.Inst.5Minutes.0.USGS-raw +53,LRL,Green-Lake.Elev.Inst.5Minutes.0.USGS-rev +54,LRL,Green-Lake.Precip.Inst.15Minutes.0.LRGS-raw +55,LRL,Green-Lake.Stage.Inst.15Minutes.0.LRGS-raw +56,LRL,Green-Lake.Stage.Inst.15Minutes.0.LRGS-rev +57,LRL,Green-Lake.Stage.Inst.5Minutes.0.LRGS-raw +58,LRL,Green-Lake.Stage.Inst.5Minutes.0.LRGS-rev +59,LRL,Green-Lake.Stage.Inst.5Minutes.0.USGS-raw +60,LRL,Green-Lake.Stage.Inst.5Minutes.0.USGS-rev +61,LRL,Green.Depth-Snow.Inst.~1Day.0.radar-test +62,LRL,Green.Depth-SnowWE.Inst.~1Day.0.radar-test +63,LRL,Green.Elev.Inst.0.0.lrldlb-raw +64,LRL,Green.Elev.Inst.0.0.lrldlb-rev +65,LRL,Green.Elev.Inst.0.0.radar-test +66,LRL,Green.Elev.Inst.15Minutes.0.LRGS-raw +67,LRL,Green.Elev.Inst.15Minutes.0.LRGS-rev +68,LRL,Green.Elev.Inst.1Hour.0.LRL-cavi-fct +69,LRL,Green.Elev.Inst.1Hour.0.National-CWMS-Forecast +70,LRL,Green.Elev.Inst.1Hour.0.lrldlb-comp +71,LRL,Green.Elev.Inst.~1Day.0.LRL-cavi-fct +72,LRL,Green.Flow-BP1.Inst.0.0.lrldlb-comp +73,LRL,Green.Flow-BP1.Inst.1Hour.0.lrldlb-comp +74,LRL,Green.Flow-BP2.Inst.0.0.lrldlb-comp +75,LRL,Green.Flow-BP2.Inst.1Hour.0.lrldlb-comp +76,LRL,Green.Flow-Inflow.Ave.1Hour.1Hour.lrldlb-comp +77,LRL,Green.Flow-Inflow.Ave.1Hour.6Hours.lrldlb-comp +78,LRL,Green.Flow-Inflow.Inst.1Hour.0.National-CWMS-Forecast +79,LRL,Green.Flow-MG1.Inst.0.0.lrldlb-comp +80,LRL,Green.Flow-MG1.Inst.1Hour.0.lrldlb-comp +81,LRL,Green.Flow-Outflow.Ave.1Hour.1Hour.lrldlb-comp +82,LRL,Green.Flow-Outflow.Inst.0.0.lrldlb-comp +83,LRL,Green.Flow-Outflow.Inst.1Hour.0.LRL-cavi-fct +84,LRL,Green.Flow-Outflow.Inst.1Hour.0.National-CWMS-Forecast +85,LRL,Green.Flow-Outflow.Inst.1Hour.0.lrldlb-comp +86,LRL,Green.Flow-Outflow.Inst.~1Day.0.LRL-cavi-fct +87,LRL,Green.Opening-BP1.Inst.0.0.lrldlb-fct +88,LRL,Green.Opening-BP1.Inst.0.0.lrldlb-raw +89,LRL,Green.Opening-BP1.Inst.0.0.lrldlb-rev +90,LRL,Green.Opening-BP1.Inst.0.0.radar-test +91,LRL,Green.Opening-BP1.Inst.1Hour.0.lrldlb-comp +92,LRL,Green.Opening-BP2.Inst.0.0.lrldlb-fct +93,LRL,Green.Opening-BP2.Inst.0.0.lrldlb-raw +94,LRL,Green.Opening-BP2.Inst.0.0.lrldlb-rev +95,LRL,Green.Opening-BP2.Inst.0.0.radar-test +96,LRL,Green.Opening-BP2.Inst.1Hour.0.lrldlb-comp +97,LRL,Green.Opening-L1.Inst.0.0.lrldlb-fct +98,LRL,Green.Opening-L1.Inst.0.0.lrldlb-raw +99,LRL,Green.Opening-L1.Inst.0.0.lrldlb-rev +100,LRL,Green.Opening-L1.Inst.0.0.radar-test +101,LRL,Green.Opening-L1.Inst.1Hour.0.lrldlb-comp +102,LRL,Green.Opening-L2.Inst.0.0.lrldlb-fct +103,LRL,Green.Opening-L2.Inst.0.0.lrldlb-raw +104,LRL,Green.Opening-L2.Inst.0.0.lrldlb-rev +105,LRL,Green.Opening-L2.Inst.0.0.radar-test +106,LRL,Green.Opening-L2.Inst.1Hour.0.lrldlb-comp +107,LRL,Green.Opening-MG1.Inst.0.0.lrldlb-fct +108,LRL,Green.Opening-MG1.Inst.0.0.lrldlb-raw +109,LRL,Green.Opening-MG1.Inst.0.0.lrldlb-rev +110,LRL,Green.Opening-MG1.Inst.0.0.radar-test +111,LRL,Green.Opening-MG1.Inst.1Hour.0.lrldlb-comp +112,LRL,Green.Opening-MG2.Inst.0.0.lrldlb-raw +113,LRL,Green.Opening-MG2.Inst.0.0.lrldlb-rev +114,LRL,Green.Opening-MG2.Inst.1Hour.0.lrldlb-comp +115,LRL,Green.Precip-Loss.Inst.1Hour.0.National-CWMS-Forecast +116,LRL,Green.Precip.Inst.15Minutes.0.LRGS-raw +117,LRL,Green.Precip.Inst.1Hour.0.National-CWMS-Forecast +118,LRL,Green.Precip.Total.1Hour.1Hour.Openweather +119,LRL,Green.Precip.Total.~1Day.1Day.lrldlb-raw +120,LRL,Green.Precip.Total.~1Day.1Day.lrldlb-rev +121,LRL,Green.Precip.Total.~1Day.1Day.radar-test +122,LRL,Green.Stage-Tailwater.Inst.0.0.lrldlb-raw +123,LRL,Green.Stage-Tailwater.Inst.0.0.radar-test +124,LRL,Green.Stage.Inst.15Minutes.0.LRGS-raw +125,LRL,Green.Stage.Inst.15Minutes.0.LRGS-rev +126,LRL,Green.Stor.Inst.1Hour.0.lrldlb-comp +127,LRL,Green.Temp-Air.Inst.1Hour.0.Openweather +128,LRL,Green.Temp-Air.Inst.~1Day.0.lrldlb-raw +129,LRL,Green.Temp-Air.Inst.~1Day.0.radar-test +130,LRL,Green.Temp-Air.Max.~1Day.1Day.lrldlb-raw +131,LRL,Green.Temp-Air.Max.~1Day.1Day.radar-test +132,LRL,Green.Temp-Air.Min.~1Day.1Day.lrldlb-raw +133,LRL,Green.Temp-Air.Min.~1Day.1Day.radar-test +134,LRL,Green.Temp-Water.Inst.~1Day.0.lrldlb-raw +135,LRL,Green.Temp-Water.Inst.~1Day.0.radar-test +136,LRL,Greensburg.Flow.Inst.15Minutes.0.LRGS-comp +137,LRL,Greensburg.Precip.Inst.15Minutes.0.LRGS-raw 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+329,LRL,Buckhorn.Opening-L2.Inst.1Hour.0.lrldlb-comp +330,LRL,Buckhorn.Opening-MG1.Inst.0.0.lrldlb-fct +331,LRL,Buckhorn.Opening-MG1.Inst.0.0.lrldlb-raw +332,LRL,Buckhorn.Opening-MG1.Inst.0.0.lrldlb-rev +333,LRL,Buckhorn.Opening-MG1.Inst.0.0.radar-test +334,LRL,Buckhorn.Opening-MG1.Inst.1Hour.0.lrldlb-comp +335,LRL,Buckhorn.Opening-MG2.Inst.0.0.lrldlb-raw +336,LRL,Buckhorn.Opening-MG2.Inst.0.0.lrldlb-rev +337,LRL,Buckhorn.Opening-MG2.Inst.1Hour.0.lrldlb-comp +338,LRL,Buckhorn.Precip-Loss.Inst.1Hour.0.National-CWMS-Forecast +339,LRL,Buckhorn.Precip.Inst.15Minutes.0.LRGS-raw +340,LRL,Buckhorn.Precip.Inst.1Hour.0.National-CWMS-Forecast +341,LRL,Buckhorn.Precip.Total.1Hour.1Hour.Openweather +342,LRL,Buckhorn.Precip.Total.~1Day.1Day.lrldlb-raw +343,LRL,Buckhorn.Precip.Total.~1Day.1Day.lrldlb-rev +344,LRL,Buckhorn.Precip.Total.~1Day.1Day.radar-test +345,LRL,Buckhorn.Stage-Tailwater.Inst.0.0.lrldlb-raw +346,LRL,Buckhorn.Stage-Tailwater.Inst.0.0.radar-test 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+372,LRL,Olmsted-OLMI2.Elev-Headwater.Inst.15Minutes.0.USGS-comp +373,LRL,Olmsted-OLMI2.Elev-Tailwater.Inst.15Minutes.0.USGS-comp +374,LRL,Olmsted-OLMI2.Flow.Ave.15Minutes.15Minutes.USGS-raw +375,LRL,Olmsted-OLMI2.Flow.Ave.15Minutes.15Minutes.USGS-rev +376,LRL,Olmsted-OLMI2.Opening-Gate-Average.Inst.1Hour.0.LPMS-comp +377,LRL,Olmsted-OLMI2.Opening-Gate-Total.Inst.0.0.LPMS-raw +378,LRL,Olmsted-OLMI2.Precip.Total.0.1Day.LPMS-raw +379,LRL,Olmsted-OLMI2.Precip.Total.15Minutes.15Minutes.USGS-raw +380,LRL,Olmsted-OLMI2.Precip.Total.15Minutes.15Minutes.USGS-rev +381,LRL,Olmsted-OLMI2.Stage-Headwater.Inst.0.0.LPMS-raw +382,LRL,Olmsted-OLMI2.Stage-Headwater.Inst.15Minutes.0.USGS-raw +383,LRL,Olmsted-OLMI2.Stage-Headwater.Inst.15Minutes.0.USGS-rev +384,LRL,Olmsted-OLMI2.Stage-Headwater.Inst.1Day.0.LPMS-comp +385,LRL,Olmsted-OLMI2.Stage-Tailwater.Inst.0.0.LPMS-raw +386,LRL,Olmsted-OLMI2.Stage-Tailwater.Inst.15Minutes.0.USGS-raw +387,LRL,Olmsted-OLMI2.Stage-Tailwater.Inst.15Minutes.0.USGS-rev 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+418,LRL,Taylorsville.Elev.Inst.0.0.lrldlb-rev +419,LRL,Taylorsville.Elev.Inst.15Minutes.0.LRGS-raw +420,LRL,Taylorsville.Elev.Inst.15Minutes.0.LRGS-rev +421,LRL,Taylorsville.Elev.Inst.1Hour.0.LRL-cavi-fct +422,LRL,Taylorsville.Elev.Inst.1Hour.0.National-CWMS-Forecast +423,LRL,Taylorsville.Elev.Inst.1Hour.0.lrldlb-comp +424,LRL,Taylorsville.Elev.Inst.~1Day.0.LRL-cavi-fct +425,LRL,Taylorsville.Flow-BP1.Inst.0.0.lrldlb-comp +426,LRL,Taylorsville.Flow-BP1.Inst.1Hour.0.lrldlb-comp +427,LRL,Taylorsville.Flow-BP2.Inst.0.0.lrldlb-comp +428,LRL,Taylorsville.Flow-BP2.Inst.1Hour.0.lrldlb-comp +429,LRL,Taylorsville.Flow-Inflow.Ave.1Hour.1Hour.lrldlb-comp +430,LRL,Taylorsville.Flow-Inflow.Ave.1Hour.6Hours.lrldlb-comp +431,LRL,Taylorsville.Flow-Inflow.Inst.1Hour.0.National-CWMS-Forecast +432,LRL,Taylorsville.Flow-MG1.Inst.0.0.lrldlb-comp +433,LRL,Taylorsville.Flow-MG1.Inst.1Hour.0.lrldlb-comp +434,LRL,Taylorsville.Flow-MG2.Inst.0.0.lrldlb-comp +435,LRL,Taylorsville.Flow-MG2.Inst.1Hour.0.lrldlb-comp +436,LRL,Taylorsville.Flow-Outflow.Ave.1Hour.1Hour.lrldlb-comp +437,LRL,Taylorsville.Flow-Outflow.Inst.0.0.lrldlb-comp +438,LRL,Taylorsville.Flow-Outflow.Inst.1Hour.0.LRL-cavi-fct +439,LRL,Taylorsville.Flow-Outflow.Inst.1Hour.0.National-CWMS-Forecast +440,LRL,Taylorsville.Flow-Outflow.Inst.1Hour.0.lrldlb-comp +441,LRL,Taylorsville.Flow-Outflow.Inst.~1Day.0.LRL-cavi-fct +442,LRL,Taylorsville.Flow.Inst.15Minutes.0.USGS-raw +443,LRL,Taylorsville.Flow.Inst.15Minutes.0.USGS-rev +444,LRL,Taylorsville.Opening-BP1.Inst.0.0.lrldlb-fct +445,LRL,Taylorsville.Opening-BP1.Inst.0.0.lrldlb-raw +446,LRL,Taylorsville.Opening-BP1.Inst.0.0.lrldlb-rev +447,LRL,Taylorsville.Opening-BP1.Inst.1Hour.0.lrldlb-comp +448,LRL,Taylorsville.Opening-BP2.Inst.0.0.lrldlb-fct +449,LRL,Taylorsville.Opening-BP2.Inst.0.0.lrldlb-raw +450,LRL,Taylorsville.Opening-BP2.Inst.0.0.lrldlb-rev +451,LRL,Taylorsville.Opening-BP2.Inst.1Hour.0.lrldlb-comp +452,LRL,Taylorsville.Opening-L1.Inst.0.0.lrldlb-fct +453,LRL,Taylorsville.Opening-L1.Inst.0.0.lrldlb-raw +454,LRL,Taylorsville.Opening-L1.Inst.0.0.lrldlb-rev +455,LRL,Taylorsville.Opening-L1.Inst.1Hour.0.lrldlb-comp +456,LRL,Taylorsville.Opening-L2.Inst.0.0.lrldlb-fct +457,LRL,Taylorsville.Opening-L2.Inst.0.0.lrldlb-raw +458,LRL,Taylorsville.Opening-L2.Inst.0.0.lrldlb-rev +459,LRL,Taylorsville.Opening-L2.Inst.1Hour.0.lrldlb-comp +460,LRL,Taylorsville.Opening-MG1.Inst.0.0.lrldlb-fct +461,LRL,Taylorsville.Opening-MG1.Inst.0.0.lrldlb-raw +462,LRL,Taylorsville.Opening-MG1.Inst.0.0.lrldlb-rev +463,LRL,Taylorsville.Opening-MG1.Inst.1Hour.0.lrldlb-comp +464,LRL,Taylorsville.Opening-MG2.Inst.0.0.lrldlb-fct +465,LRL,Taylorsville.Opening-MG2.Inst.0.0.lrldlb-raw +466,LRL,Taylorsville.Opening-MG2.Inst.0.0.lrldlb-rev +467,LRL,Taylorsville.Opening-MG2.Inst.1Hour.0.lrldlb-comp +468,LRL,Taylorsville.Precip-Loss.Inst.1Hour.0.National-CWMS-Forecast +469,LRL,Taylorsville.Precip.Inst.15Minutes.0.LRGS-raw +470,LRL,Taylorsville.Precip.Inst.1Hour.0.National-CWMS-Forecast +471,LRL,Taylorsville.Precip.Total.15Minutes.15Minutes.USGS-raw +472,LRL,Taylorsville.Precip.Total.15Minutes.15Minutes.USGS-rev +473,LRL,Taylorsville.Precip.Total.1Hour.1Hour.Openweather +474,LRL,Taylorsville.Precip.Total.~1Day.1Day.lrldlb-raw +475,LRL,Taylorsville.Precip.Total.~1Day.1Day.lrldlb-rev +476,LRL,Taylorsville.Stage-Tailwater.Inst.0.0.lrldlb-raw +477,LRL,Taylorsville.Stage.Inst.15Minutes.0.USGS-raw +478,LRL,Taylorsville.Stage.Inst.15Minutes.0.USGS-rev +479,LRL,Taylorsville.Stage.Inst.~1Day.0.lrldlb-raw +480,LRL,Taylorsville.Stage.Inst.~1Day.0.lrldlb-rev +481,LRL,Taylorsville.Stor.Inst.1Hour.0.lrldlb-comp +482,LRL,Taylorsville.Temp-Air.Inst.1Hour.0.Openweather +483,LRL,Taylorsville.Temp-Air.Inst.~1Day.0.lrldlb-raw +484,LRL,Taylorsville.Temp-Air.Max.~1Day.1Day.lrldlb-raw +485,LRL,Taylorsville.Temp-Air.Min.~1Day.1Day.lrldlb-raw +486,LRL,Taylorsville.Temp-Water.Inst.~1Day.0.lrldlb-raw +506,LRL,DUNK2.Flow-Local.Inst.6Hours.0.OHRFC-0hrQPF +507,LRL,DUNK2.Flow-Local.Inst.6Hours.0.OHRFC-48hrQPF +508,LRL,DUNK2.Flow-Local.Inst.6Hours.0.OHRFC-operQPF +509,LRL,DUNK2.Flow.Inst.6Hours.0.OHRFC-0hrQPF +510,LRL,DUNK2.Flow.Inst.6Hours.0.OHRFC-48hrQPF +511,LRL,DUNK2.Flow.Inst.6Hours.0.OHRFC-operQPF +533,LRL,Cincinnati.Elev.Inst.15Minutes.0.USGS-comp +534,LRL,Cincinnati.Flow.Inst.15Minutes.0.USGS-raw +535,LRL,Cincinnati.Flow.Inst.15Minutes.0.USGS-rev +536,LRL,Cincinnati.Stage.Inst.15Minutes.0.LRGS-raw +537,LRL,Cincinnati.Stage.Inst.15Minutes.0.LRGS-rev +538,LRL,Cincinnati.Stage.Inst.15Minutes.0.USGS-raw +539,LRL,Cincinnati.Stage.Inst.15Minutes.0.USGS-rev +540,LRL,Cincinnati.Stage.Inst.~1Day.0.lrldlb-raw +541,LRL,Cincinnati.Stage.Inst.~1Day.0.lrldlb-rev diff --git a/load_data/data/LRL_timeseries_ids_used.csv b/load_data/data/LRL_timeseries_ids_used.csv new file mode 100755 index 000000000..4fe6290f0 --- /dev/null +++ b/load_data/data/LRL_timeseries_ids_used.csv @@ -0,0 +1,306 @@ +office,ts_id +LRL,Taylorsville-Lake.Elev.Inst.15Minutes.0.LRGS-raw +LRL,Taylorsville-Lake.Elev.Inst.15Minutes.0.LRGS-rev +LRL,Taylorsville-Lake.Elev.Inst.5Minutes.0.LRGS-raw +LRL,Taylorsville-Lake.Elev.Inst.5Minutes.0.LRGS-rev +LRL,Taylorsville-Lake.Elev.Inst.5Minutes.0.USGS-raw +LRL,Taylorsville-Lake.Elev.Inst.5Minutes.0.USGS-rev +LRL,BowlingGreenKY.Flow.Inst.15Minutes.0.LRGS-comp +LRL,BowlingGreenKY.Flow.Inst.15Minutes.0.USGS-raw +LRL,BowlingGreenKY.Flow.Inst.15Minutes.0.USGS-rev +LRL,BowlingGreenKY.Stage.Inst.15Minutes.0.LRGS-raw +LRL,BowlingGreenKY.Stage.Inst.15Minutes.0.LRGS-rev +LRL,BowlingGreenKY.Stage.Inst.15Minutes.0.USGS-raw +LRL,BowlingGreenKY.Stage.Inst.15Minutes.0.USGS-rev +LRL,BowlingGreenKY.Stage.Inst.~1Day.0.lrldlb-raw +LRL,BowlingGreenKY.Stage.Inst.~1Day.0.lrldlb-rev +LRL,Green-Lake.Elev.Inst.15Minutes.0.LRGS-raw +LRL,Green-Lake.Elev.Inst.15Minutes.0.LRGS-rev +LRL,Green-Lake.Elev.Inst.5Minutes.0.LRGS-raw +LRL,Green-Lake.Elev.Inst.5Minutes.0.LRGS-rev +LRL,Green-Lake.Elev.Inst.5Minutes.0.USGS-raw +LRL,Green-Lake.Elev.Inst.5Minutes.0.USGS-rev +LRL,Green-Lake.Stage.Inst.15Minutes.0.LRGS-raw +LRL,Green-Lake.Stage.Inst.15Minutes.0.LRGS-rev +LRL,Green-Lake.Stage.Inst.5Minutes.0.LRGS-raw +LRL,Green-Lake.Stage.Inst.5Minutes.0.LRGS-rev +LRL,Green-Lake.Stage.Inst.5Minutes.0.USGS-raw +LRL,Green-Lake.Stage.Inst.5Minutes.0.USGS-rev +LRL,Green.Elev.Inst.0.0.lrldlb-raw +LRL,Green.Elev.Inst.0.0.lrldlb-rev +LRL,Green.Elev.Inst.0.0.radar-test +LRL,Green.Elev.Inst.15Minutes.0.LRGS-raw +LRL,Green.Elev.Inst.15Minutes.0.LRGS-rev +LRL,Green.Elev.Inst.1Hour.0.LRL-cavi-fct +LRL,Green.Elev.Inst.1Hour.0.National-CWMS-Forecast +LRL,Green.Elev.Inst.1Hour.0.lrldlb-comp +LRL,Green.Elev.Inst.~1Day.0.LRL-cavi-fct +LRL,Green.Flow-BP1.Inst.0.0.lrldlb-comp +LRL,Green.Flow-BP1.Inst.1Hour.0.lrldlb-comp +LRL,Green.Flow-BP2.Inst.0.0.lrldlb-comp +LRL,Green.Flow-BP2.Inst.1Hour.0.lrldlb-comp +LRL,Green.Flow-Inflow.Ave.1Hour.1Hour.lrldlb-comp +LRL,Green.Flow-Inflow.Ave.1Hour.6Hours.lrldlb-comp +LRL,Green.Flow-Inflow.Inst.1Hour.0.National-CWMS-Forecast +LRL,Green.Flow-MG1.Inst.0.0.lrldlb-comp +LRL,Green.Flow-MG1.Inst.1Hour.0.lrldlb-comp +LRL,Green.Flow-Outflow.Ave.1Hour.1Hour.lrldlb-comp +LRL,Green.Flow-Outflow.Inst.0.0.lrldlb-comp +LRL,Green.Flow-Outflow.Inst.1Hour.0.LRL-cavi-fct +LRL,Green.Flow-Outflow.Inst.1Hour.0.National-CWMS-Forecast +LRL,Green.Flow-Outflow.Inst.1Hour.0.lrldlb-comp +LRL,Green.Flow-Outflow.Inst.~1Day.0.LRL-cavi-fct +LRL,Green.Opening-BP1.Inst.0.0.lrldlb-fct +LRL,Green.Opening-BP1.Inst.0.0.lrldlb-raw +LRL,Green.Opening-BP1.Inst.0.0.lrldlb-rev +LRL,Green.Opening-BP1.Inst.0.0.radar-test +LRL,Green.Opening-BP1.Inst.1Hour.0.lrldlb-comp +LRL,Green.Opening-BP2.Inst.0.0.lrldlb-fct +LRL,Green.Opening-BP2.Inst.0.0.lrldlb-raw +LRL,Green.Opening-BP2.Inst.0.0.lrldlb-rev +LRL,Green.Opening-BP2.Inst.0.0.radar-test +LRL,Green.Opening-BP2.Inst.1Hour.0.lrldlb-comp +LRL,Green.Opening-L1.Inst.0.0.lrldlb-fct +LRL,Green.Opening-L1.Inst.0.0.lrldlb-raw +LRL,Green.Opening-L1.Inst.0.0.lrldlb-rev +LRL,Green.Opening-L1.Inst.0.0.radar-test +LRL,Green.Opening-L1.Inst.1Hour.0.lrldlb-comp +LRL,Green.Opening-L2.Inst.0.0.lrldlb-fct +LRL,Green.Opening-L2.Inst.0.0.lrldlb-raw +LRL,Green.Opening-L2.Inst.0.0.lrldlb-rev +LRL,Green.Opening-L2.Inst.0.0.radar-test +LRL,Green.Opening-L2.Inst.1Hour.0.lrldlb-comp +LRL,Green.Opening-MG1.Inst.0.0.lrldlb-fct +LRL,Green.Opening-MG1.Inst.0.0.lrldlb-raw +LRL,Green.Opening-MG1.Inst.0.0.lrldlb-rev +LRL,Green.Opening-MG1.Inst.0.0.radar-test +LRL,Green.Opening-MG1.Inst.1Hour.0.lrldlb-comp +LRL,Green.Opening-MG2.Inst.0.0.lrldlb-raw +LRL,Green.Opening-MG2.Inst.0.0.lrldlb-rev +LRL,Green.Opening-MG2.Inst.1Hour.0.lrldlb-comp +LRL,Green.Stage-Tailwater.Inst.0.0.lrldlb-raw +LRL,Green.Stage-Tailwater.Inst.0.0.radar-test +LRL,Green.Stage.Inst.15Minutes.0.LRGS-raw +LRL,Green.Stage.Inst.15Minutes.0.LRGS-rev +LRL,Green.Stor.Inst.1Hour.0.lrldlb-comp 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+LRL,Buckhorn-Lake.Elev.Inst.15Minutes.0.LRGS-raw +LRL,Buckhorn-Lake.Elev.Inst.5Minutes.0.LRGS-raw +LRL,Buckhorn-Lake.Elev.Inst.5Minutes.0.LRGS-rev +LRL,Buckhorn-Lake.Elev.Inst.5Minutes.0.USGS-raw +LRL,Buckhorn-Lake.Elev.Inst.5Minutes.0.USGS-rev +LRL,Buckhorn-Lake.Stage.Inst.15Minutes.0.LRGS-raw +LRL,Buckhorn-Lake.Stage.Inst.15Minutes.0.LRGS-rev +LRL,Buckhorn-Lake.Stage.Inst.5Minutes.0.USGS-raw +LRL,Buckhorn-Lake.Stage.Inst.5Minutes.0.USGS-rev +LRL,TaylorsvilleOH.Elev.Inst.15Minutes.0.USGS-comp +LRL,TaylorsvilleOH.Flow.Inst.15Minutes.0.USGS-raw +LRL,TaylorsvilleOH.Flow.Inst.15Minutes.0.USGS-rev +LRL,TaylorsvilleOH.Stage.Inst.15Minutes.0.USGS-raw +LRL,TaylorsvilleOH.Stage.Inst.15Minutes.0.USGS-rev +LRL,DUNK2S.Flow.Inst.6Hours.0.OHRFC-0hrQPF +LRL,DUNK2S.Flow.Inst.6Hours.0.OHRFC-48hrQPF +LRL,DUNK2S.Flow.Inst.6Hours.0.OHRFC-operQPF +LRL,BKVI3.Flow-Local.Inst.6Hours.0.OHRFC-0hrQPF +LRL,BKVI3.Flow-Local.Inst.6Hours.0.OHRFC-48hrQPF +LRL,BKVI3.Flow-Local.Inst.6Hours.0.OHRFC-operQPF +LRL,BKVI3.Flow-ResIn.Inst.6Hours.0.OHRFC-0hrQPF +LRL,BKVI3.Flow-ResIn.Inst.6Hours.0.OHRFC-48hrQPF +LRL,BKVI3.Flow-ResIn.Inst.6Hours.0.OHRFC-operQPF +LRL,Olmsted-HW.Stage.Inst.15Minutes.0.USGS-raw +LRL,Olmsted-HW.Stage.Inst.15Minutes.0.USGS-rev +LRL,ALVK2.Flow-Local.Inst.6Hours.0.OHRFC-0hrQPF +LRL,ALVK2.Flow-Local.Inst.6Hours.0.OHRFC-48hrQPF +LRL,ALVK2.Flow-Local.Inst.6Hours.0.OHRFC-operQPF +LRL,ALVK2.Flow.Inst.6Hours.0.OHRFC-0hrQPF +LRL,ALVK2.Flow.Inst.6Hours.0.OHRFC-48hrQPF +LRL,ALVK2.Flow.Inst.6Hours.0.OHRFC-operQPF +LRL,ALVK2S.Flow.Inst.6Hours.0.OHRFC-0hrQPF +LRL,ALVK2S.Flow.Inst.6Hours.0.OHRFC-48hrQPF +LRL,ALVK2S.Flow.Inst.6Hours.0.OHRFC-operQPF +LRL,Cairo-CIRI2.Elev.Inst.6Hours.0.LMRFC-fct-0QPF +LRL,Cairo-CIRI2.Elev.Inst.6Hours.0.LMRFC-fct-48QPF +LRL,Cairo-CIRI2.Stage.Inst.6Hours.0.LMRFC-fct-0QPF +LRL,Cairo-CIRI2.Stage.Inst.6Hours.0.LMRFC-fct-48QPF +LRL,Cairo.Elev.Inst.1Hour.0.USGS-rev +LRL,Cairo.Precip.Inst.1Hour.0.LRGS-raw +LRL,Cairo.Stage.Inst.1Hour.0.LRGS-raw +LRL,Cairo.Stage.Inst.1Hour.0.LRGS-rev +LRL,Cairo.Stage.Inst.1Hour.0.USGS-raw +LRL,Cairo.Stage.Inst.1Hour.0.USGS-rev +LRL,Barkley-BARK2.Flow.Ave.~6Hours.6Hours.TVA-fct +LRL,Barkley-BARK2.Flow.Inst.1Hour.0.TVA-obs +LRL,GRLK2.Flow-ResIn.Inst.6Hours.0.OHRFC-0hrQPF +LRL,GRLK2.Flow-ResIn.Inst.6Hours.0.OHRFC-48hrQPF +LRL,GRLK2.Flow-ResIn.Inst.6Hours.0.OHRFC-operQPF +LRL,GRLK2.Flow.Inst.6Hours.0.OHRFC-0hrQPF +LRL,GRLK2.Flow.Inst.6Hours.0.OHRFC-48hrQPF +LRL,GRLK2.Flow.Inst.6Hours.0.OHRFC-operQPF +LRL,Buckhorn.Elev.Inst.0.0.lrldlb-raw +LRL,Buckhorn.Elev.Inst.0.0.lrldlb-rev +LRL,Buckhorn.Elev.Inst.0.0.radar-test +LRL,Buckhorn.Elev.Inst.15Minutes.0.LRGS-raw +LRL,Buckhorn.Elev.Inst.15Minutes.0.LRGS-rev +LRL,Buckhorn.Elev.Inst.1Hour.0.LRL-cavi-fct +LRL,Buckhorn.Elev.Inst.1Hour.0.National-CWMS-Forecast +LRL,Buckhorn.Elev.Inst.1Hour.0.lrldlb-comp +LRL,Buckhorn.Elev.Inst.~1Day.0.LRL-cavi-fct +LRL,Buckhorn.Flow-BP1.Inst.0.0.lrldlb-comp +LRL,Buckhorn.Flow-BP1.Inst.1Hour.0.lrldlb-comp +LRL,Buckhorn.Flow-BP2.Inst.0.0.lrldlb-comp +LRL,Buckhorn.Flow-BP2.Inst.1Hour.0.lrldlb-comp +LRL,Buckhorn.Flow-Inflow.Ave.1Hour.1Hour.lrldlb-comp +LRL,Buckhorn.Flow-Inflow.Ave.1Hour.6Hours.lrldlb-comp +LRL,Buckhorn.Flow-Inflow.Inst.1Hour.0.National-CWMS-Forecast +LRL,Buckhorn.Flow-MG1.Inst.0.0.lrldlb-comp +LRL,Buckhorn.Flow-MG1.Inst.1Hour.0.lrldlb-comp +LRL,Buckhorn.Flow-Outflow.Ave.1Hour.1Hour.lrldlb-comp +LRL,Buckhorn.Flow-Outflow.Inst.0.0.lrldlb-comp +LRL,Buckhorn.Flow-Outflow.Inst.1Hour.0.LRL-cavi-fct +LRL,Buckhorn.Flow-Outflow.Inst.1Hour.0.National-CWMS-Forecast +LRL,Buckhorn.Flow-Outflow.Inst.1Hour.0.lrldlb-comp +LRL,Buckhorn.Flow-Outflow.Inst.~1Day.0.LRL-cavi-fct +LRL,Buckhorn.Opening-BP1.Inst.0.0.lrldlb-fct +LRL,Buckhorn.Opening-BP1.Inst.0.0.lrldlb-raw +LRL,Buckhorn.Opening-BP1.Inst.0.0.lrldlb-rev +LRL,Buckhorn.Opening-BP1.Inst.0.0.radar-test +LRL,Buckhorn.Opening-BP1.Inst.1Hour.0.lrldlb-comp +LRL,Buckhorn.Opening-BP2.Inst.0.0.lrldlb-fct +LRL,Buckhorn.Opening-BP2.Inst.0.0.lrldlb-raw +LRL,Buckhorn.Opening-BP2.Inst.0.0.lrldlb-rev +LRL,Buckhorn.Opening-BP2.Inst.0.0.radar-test +LRL,Buckhorn.Opening-BP2.Inst.1Hour.0.lrldlb-comp +LRL,Buckhorn.Opening-L1.Inst.0.0.lrldlb-raw +LRL,Buckhorn.Opening-L1.Inst.0.0.lrldlb-rev +LRL,Buckhorn.Opening-L1.Inst.1Hour.0.lrldlb-comp +LRL,Buckhorn.Opening-L2.Inst.0.0.lrldlb-raw +LRL,Buckhorn.Opening-L2.Inst.0.0.lrldlb-rev +LRL,Buckhorn.Opening-L2.Inst.1Hour.0.lrldlb-comp +LRL,Buckhorn.Opening-MG1.Inst.0.0.lrldlb-fct +LRL,Buckhorn.Opening-MG1.Inst.0.0.lrldlb-raw +LRL,Buckhorn.Opening-MG1.Inst.0.0.lrldlb-rev +LRL,Buckhorn.Opening-MG1.Inst.0.0.radar-test +LRL,Buckhorn.Opening-MG1.Inst.1Hour.0.lrldlb-comp +LRL,Buckhorn.Opening-MG2.Inst.0.0.lrldlb-raw +LRL,Buckhorn.Opening-MG2.Inst.0.0.lrldlb-rev +LRL,Buckhorn.Opening-MG2.Inst.1Hour.0.lrldlb-comp +LRL,Buckhorn.Precip-Loss.Inst.1Hour.0.National-CWMS-Forecast +LRL,Buckhorn.Precip.Inst.15Minutes.0.LRGS-raw +LRL,Buckhorn.Precip.Inst.1Hour.0.National-CWMS-Forecast +LRL,Buckhorn.Precip.Total.1Hour.1Hour.Openweather +LRL,Buckhorn.Precip.Total.~1Day.1Day.lrldlb-raw +LRL,Buckhorn.Precip.Total.~1Day.1Day.lrldlb-rev +LRL,Buckhorn.Precip.Total.~1Day.1Day.radar-test +LRL,Buckhorn.Stage-Tailwater.Inst.0.0.lrldlb-raw +LRL,Buckhorn.Stage-Tailwater.Inst.0.0.radar-test +LRL,Buckhorn.Stage.Inst.15Minutes.0.LRGS-raw +LRL,Buckhorn.Stage.Inst.15Minutes.0.LRGS-rev +LRL,Buckhorn.Stor.Inst.1Hour.0.lrldlb-comp +LRL,Olmsted-OLMI2.Elev-Headwater.Inst.15Minutes.0.USGS-comp +LRL,Olmsted-OLMI2.Elev-Tailwater.Inst.15Minutes.0.USGS-comp +LRL,Olmsted-OLMI2.Flow.Ave.15Minutes.15Minutes.USGS-raw +LRL,Olmsted-OLMI2.Flow.Ave.15Minutes.15Minutes.USGS-rev +LRL,Olmsted-OLMI2.Opening-Gate-Average.Inst.1Hour.0.LPMS-comp +LRL,Olmsted-OLMI2.Opening-Gate-Total.Inst.0.0.LPMS-raw +LRL,Olmsted-OLMI2.Precip.Total.0.1Day.LPMS-raw +LRL,Olmsted-OLMI2.Precip.Total.15Minutes.15Minutes.USGS-raw +LRL,Olmsted-OLMI2.Precip.Total.15Minutes.15Minutes.USGS-rev +LRL,Olmsted-OLMI2.Stage-Headwater.Inst.0.0.LPMS-raw +LRL,Olmsted-OLMI2.Stage-Headwater.Inst.15Minutes.0.USGS-raw +LRL,Olmsted-OLMI2.Stage-Headwater.Inst.15Minutes.0.USGS-rev +LRL,Olmsted-OLMI2.Stage-Headwater.Inst.1Day.0.LPMS-comp +LRL,Olmsted-OLMI2.Stage-Tailwater.Inst.0.0.LPMS-raw +LRL,Olmsted-OLMI2.Stage-Tailwater.Inst.15Minutes.0.USGS-raw +LRL,Olmsted-OLMI2.Stage-Tailwater.Inst.15Minutes.0.USGS-rev +LRL,Olmsted-OLMI2.Stage-Tailwater.Inst.1Day.0.LPMS-comp +LRL,Olmsted-OLMI2.Temp-Air.Inst.0.0.LPMS-raw +LRL,Olmsted-OLMI2.Temp-Water.Inst.0.0.LPMS-raw +LRL,Olmsted-OLMI2.Temp-Water.Inst.15Minutes.0.USGS-raw +LRL,Olmsted-OLMI2.Temp-Water.Inst.15Minutes.0.USGS-rev +LRL,Olmsted-TW.Stage.Inst.15Minutes.0.USGS-raw +LRL,Olmsted-TW.Stage.Inst.15Minutes.0.USGS-rev +LRL,Olmsted.Flow.Ave.15Minutes.15Minutes.USGS-raw +LRL,Olmsted.Flow.Ave.15Minutes.15Minutes.USGS-rev +LRL,Olmsted.Precip.Total.15Minutes.15Minutes.USGS-raw +LRL,Olmsted.Precip.Total.15Minutes.15Minutes.USGS-rev +LRL,Olmsted.Stage-Tailwater.Inst.15Minutes.0.LRGS-raw +LRL,Olmsted.Stage-Tailwater.Inst.15Minutes.0.LRGS-rev +LRL,OlmstedUpr.Stage.Inst.15Minutes.0.LRGS-raw +LRL,OlmstedUpr.Stage.Inst.15Minutes.0.LRGS-rev +LRL,Taylorsville.Elev.Inst.0.0.lrldlb-raw +LRL,Taylorsville.Elev.Inst.0.0.lrldlb-rev +LRL,Taylorsville.Elev.Inst.15Minutes.0.LRGS-raw +LRL,Taylorsville.Elev.Inst.15Minutes.0.LRGS-rev +LRL,Taylorsville.Elev.Inst.1Hour.0.LRL-cavi-fct +LRL,Taylorsville.Elev.Inst.1Hour.0.National-CWMS-Forecast +LRL,Taylorsville.Elev.Inst.1Hour.0.lrldlb-comp +LRL,Taylorsville.Elev.Inst.~1Day.0.LRL-cavi-fct +LRL,Taylorsville.Flow-BP1.Inst.0.0.lrldlb-comp +LRL,Taylorsville.Flow-BP1.Inst.1Hour.0.lrldlb-comp +LRL,Taylorsville.Flow-BP2.Inst.0.0.lrldlb-comp +LRL,Taylorsville.Flow-BP2.Inst.1Hour.0.lrldlb-comp +LRL,Taylorsville.Flow-Inflow.Ave.1Hour.1Hour.lrldlb-comp +LRL,Taylorsville.Flow-Inflow.Ave.1Hour.6Hours.lrldlb-comp +LRL,Taylorsville.Flow-Inflow.Inst.1Hour.0.National-CWMS-Forecast +LRL,Taylorsville.Flow-MG1.Inst.0.0.lrldlb-comp +LRL,Taylorsville.Flow-MG1.Inst.1Hour.0.lrldlb-comp +LRL,Taylorsville.Flow-MG2.Inst.0.0.lrldlb-comp +LRL,Taylorsville.Flow-MG2.Inst.1Hour.0.lrldlb-comp +LRL,Taylorsville.Flow-Outflow.Ave.1Hour.1Hour.lrldlb-comp +LRL,Taylorsville.Flow-Outflow.Inst.0.0.lrldlb-comp +LRL,Taylorsville.Flow-Outflow.Inst.1Hour.0.LRL-cavi-fct +LRL,Taylorsville.Flow-Outflow.Inst.1Hour.0.National-CWMS-Forecast +LRL,Taylorsville.Flow-Outflow.Inst.1Hour.0.lrldlb-comp +LRL,Taylorsville.Flow-Outflow.Inst.~1Day.0.LRL-cavi-fct +LRL,Taylorsville.Flow.Inst.15Minutes.0.USGS-raw +LRL,Taylorsville.Flow.Inst.15Minutes.0.USGS-rev +LRL,Taylorsville.Opening-BP1.Inst.0.0.lrldlb-fct +LRL,Taylorsville.Opening-BP1.Inst.0.0.lrldlb-raw +LRL,Taylorsville.Opening-BP1.Inst.0.0.lrldlb-rev +LRL,Taylorsville.Opening-BP1.Inst.1Hour.0.lrldlb-comp +LRL,Taylorsville.Opening-BP2.Inst.0.0.lrldlb-fct +LRL,Taylorsville.Opening-BP2.Inst.0.0.lrldlb-raw +LRL,Taylorsville.Opening-BP2.Inst.0.0.lrldlb-rev +LRL,Taylorsville.Opening-BP2.Inst.1Hour.0.lrldlb-comp +LRL,Taylorsville.Opening-L1.Inst.0.0.lrldlb-fct +LRL,Taylorsville.Opening-L1.Inst.0.0.lrldlb-raw +LRL,Taylorsville.Opening-L1.Inst.0.0.lrldlb-rev +LRL,Taylorsville.Opening-L1.Inst.1Hour.0.lrldlb-comp +LRL,Taylorsville.Opening-L2.Inst.0.0.lrldlb-fct +LRL,Taylorsville.Opening-L2.Inst.0.0.lrldlb-raw +LRL,Taylorsville.Opening-L2.Inst.0.0.lrldlb-rev +LRL,Taylorsville.Opening-L2.Inst.1Hour.0.lrldlb-comp +LRL,Taylorsville.Opening-MG1.Inst.0.0.lrldlb-fct +LRL,Taylorsville.Opening-MG1.Inst.0.0.lrldlb-raw +LRL,Taylorsville.Opening-MG1.Inst.0.0.lrldlb-rev +LRL,Taylorsville.Opening-MG1.Inst.1Hour.0.lrldlb-comp +LRL,Taylorsville.Opening-MG2.Inst.0.0.lrldlb-fct +LRL,Taylorsville.Opening-MG2.Inst.0.0.lrldlb-raw +LRL,Taylorsville.Opening-MG2.Inst.0.0.lrldlb-rev +LRL,Taylorsville.Opening-MG2.Inst.1Hour.0.lrldlb-comp +LRL,Taylorsville.Stage-Tailwater.Inst.0.0.lrldlb-raw +LRL,Taylorsville.Stage.Inst.15Minutes.0.USGS-raw +LRL,Taylorsville.Stage.Inst.15Minutes.0.USGS-rev +LRL,Taylorsville.Stage.Inst.~1Day.0.lrldlb-raw +LRL,Taylorsville.Stage.Inst.~1Day.0.lrldlb-rev +LRL,Taylorsville.Stor.Inst.1Hour.0.lrldlb-comp diff --git a/load_data/data/LRL_timeseries_values_melted.parquet b/load_data/data/LRL_timeseries_values_melted.parquet new file mode 100755 index 000000000..45dec59c4 Binary files /dev/null and b/load_data/data/LRL_timeseries_values_melted.parquet differ diff --git a/load_data/data/MVP_locations_data.csv b/load_data/data/MVP_locations_data.csv new file mode 100755 index 000000000..10b2d6e40 --- /dev/null +++ b/load_data/data/MVP_locations_data.csv @@ -0,0 +1,171 @@ +office,name,nearest-city,public-name,kind,time-zone,latitude,longitude,unit,nation,state,county,bounding-office,active,aliases,long-name,map-label,type,published-latitude,published-longitude,horizontal-datum,elevation,vertical-datum,description +MVP,LockDam_05-TainterGate23,Winona,Lock and Dam 05 Tainter Gate 23,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate23'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate23'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate23'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate23'}]",Mississippi River Lock and Dam 05 Tainter Gate 23,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,TraverseWR_Dam-MainLake,Fergus Falls,"Mud Lake North of 670TH Street Near Wheaton, MN",SITE,US/Central,45.836055555556,-96.572944444444,ft,United States,MN,Traverse,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'TraverseWR_Dam-MainLake'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WHRM5-MainLake'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00577-MainLake'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05049900'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'TraverseWR_Dam-MainLake'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05049995-MainLake'}]",White Rock Dam Main Lake Gage,White Rock Dam Main Lake Gage,,0.0,0.0,NAD83,899.9999999999999,LOCAL,"MUD LAKE NORTH OF 670TH STREET NEAR WHEATON, MN" +MVP,Highway75_Dam,Odessa,Highway 75 Dam,PROJECT,US/Central,45.248301,-96.29788,ft,United States,MN,Big Stone,MVP,True,"[{'name': 'RFC CHPS Aliases-Locations', 'value': 'ODAM5_CHPS'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Highway75_Dam'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00581'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Highway75_Dam'}]",Highway 75 Dam at Big Stone Lake and Whetstone River Project,Highway 75 Dam,Dam,0.0,0.0,NAD83,0.0,NGVD29,USACE Owned and Maintained +MVP,Baldhill_Dam-ServiceSpillway,Jamestown,Baldhill Dam Service Spillway,SITE,US/Central,47.0356524,-98.0813989,ft,United States,ND,Barnes,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Baldhill_Dam-ServiceSpillway'}, {'name': 'Agency Aliases-NIDID', 'value': 'ND00309-ServiceSpillway'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'BLDN8-ServiceSpillway'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Baldhill_Dam-ServiceSpillway'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05057500-ServiceSpillway'}]",,Baldhill Dam Service Spillway,,,,NAD83,0.0,NGVD29, +MVP,MissHW_Gull-SlideGate01,Brainerd,Gull Slide Gate 01,OUTLET,US/Central,46.4116,-94.3533,ft,United States,MN,Cass,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00596-SlideGate01'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'GLLM5-SlideGate01'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_Gull-SlideGate01'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_Gull-SlideGate01'}]",,Gull Lake Dam,,,,NAD83,1099.9999999999998,NGVD29, +MVP,LockDam_05-TainterGate25,Winona,Lock and Dam 05 Tainter Gate 25,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate25'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate25'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate25'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate25'}]",Mississippi River Lock and Dam 05 Tainter Gate 25,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05a-Tailwater,Winona,Lock and Dam 05a Tailwater,SITE,US/Central,44.085038,-91.667549,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-Tailwater'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588-Tailwater'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-Tailwater'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05378490'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-Tailwater'}]",Mississippi River Lock and Dam 05a Tailwater,Mississippi River Lock and Dam 05a Tailwater,,0.0,0.0,NAD83,0.0,NAVD88, +MVP,LockDam_05-TainterGate27,Winona,Lock and Dam 05 Tainter Gate 27,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate27'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate27'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate27'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate27'}]",Mississippi River Lock and Dam 05 Tainter Gate 27,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05a-CP_LD05TW,Winona,Lock Dam 05a Ctrl Point,SITE,US/Central,44.0883,-91.6699,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00588-CP_LD05TW'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-CP_LD05TW'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-CP_LD05TW'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-CP_LD05TW'}]",,Mississippi River Lock and Dam 05a,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,ZUMM5,Rochester,Zumbro River at Zumbro Falls,SITE,US/Central,44.2867,-92.4322,m,United States,MN,Wabasha,MVP,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '05374000'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'ZUMM5'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'ZUMM5'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'ZUMM5'}]","Zumbro River at Zumbro Falls, MN",,DCP Gage,,,,247.272048,LOCAL, +MVP,MissHW_PineRiver-SlideGate04,Brainerd,Pine River Dam Slide Gate 04,OUTLET,US/Central,46.6683,-94.1116,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate04'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate04'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate04'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate04'}]",,Pine River Dam at Cross Lake,,,,NAD83,365.76,NGVD29, +MVP,TraverseWR_Dam-TainterGate01,Fergus Falls,White Rock Dam Tainter Gate 01,OUTLET,US/Central,45.8616,-96.5716,m,United States,MN,Traverse,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'TraverseWR_Dam-TainterGate01'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WHRM5-TainterGate01'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00577-TainterGate01'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'TraverseWR_Dam-TainterGate01'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05049995-TainterGate01'}]",,White Rock Dam Tainter Gate,,,,NAD83,274.32,LOCAL, +MVP,Highway75_Dam-LowFlow,Watertown,Highway 75 Dam Low Flow,OUTLET,US/Central,45.248536111111,-96.297127777778,ft,United States,MN,Big Stone,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Highway75_Dam-LowFlow'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00581-LowFlow'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Highway75_Dam-LowFlow'}, {'name': 'RFC CHPS Aliases-Locations', 'value': 'ODAM5_CHPS-LowFlow'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'ODAM5'}]",,Highway 75 Dam,,0.0,0.0,NAD83,0.0,NGVD29, +MVP,LFKM5S,Hibbing,Little Fork Snow,SITE,US/Central,48.39861,-93.56722,ft,United States,MN,Koochiching,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LFKM5S'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LFKM5S'}]",Little Fork Snow,Little Fork Snow,,,,,,, +MVP,LockDam_05-TainterGates,Winona,Lock and Dam 05 Tainter Gates,SITE,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGates'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGates'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGates'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGates'}]",Mississippi River Lock and Dam 05 Tainter Gates,Mississippi River Lock and Dam 05 Tainter Gates,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05a-RollerGate01,Winona,Lock and Dam 05a Roller Gate 01,OUTLET,US/Central,44.0883,-91.6699,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-RollerGate01'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-RollerGate01'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588-RollerGate01'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-RollerGate01'}]",Mississippi River Lock and Dam 05a Roller Gate 01,Mississippi River Lock and Dam 05a Gate,Gate,0.0,0.0,NAD83,182.88,NAVD88, +MVP,MissHW_PineRiver-SlideGate02,Brainerd,Pine River Dam Slide Gate 02,OUTLET,US/Central,46.6683,-94.1116,ft,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate02'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate02'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate02'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate02'}]",,Pine River Dam at Cross Lake,,,,NAD83,1199.9999999999998,NGVD29, +MVP,TraverseWR_Dam-TainterGate03,Fergus Falls,White Rock Dam Tainter Gate 03,OUTLET,US/Central,45.8616,-96.5716,ft,United States,MN,Traverse,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'TraverseWR_Dam-TainterGate03'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WHRM5-TainterGate03'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05049995-TainterGate03'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00577-TainterGate03'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'TraverseWR_Dam-TainterGate03'}]",,White Rock Dam Tainter Gate,,,,NAD83,899.9999999999999,LOCAL, +MVP,LockDam_02-HydroTurbines,Hastings,Lock and Dam 02 Hydro Turbines,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-HydroTurbines'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-HydroTurbines'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-HydroTurbines'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-HydroTurbines'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,MissHW_PineRiver,Crosslake,Pine River Dam at Cross Lake,PROJECT,US/Central,46.6683,-94.1116,ft,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver'}]",Mississippi River Headwaters Pine River Dam at Cross Lake,Pine River Dam at Cross Lake,Dam,,,NAD83,1199.9999999999998,NGVD29,USACE Owned and Maintained +MVP,LockDam_02-TainterValves,Hastings,Lock and Dam 02 Tainter Valves,SITE,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterValves'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterValves'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterValves'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterValves'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05-TainterGate13,Winona,Lock and Dam 05 Tainter Gate 13,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate13'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate13'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate13'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate13'}]",Mississippi River Lock and Dam 05 Tainter Gate 13,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,MissHW_Gull-Lake,Brainerd,Gull Lake near Brainerd,SITE,US/Central,46.410931,-94.359777,m,United States,MN,Cass,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_Gull-Lake'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'GLLM5-Lake'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'GLKM5'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00596-Lake'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_Gull-Lake'}]",,Gull Lake Dam,,,,NAD83,0.0,NGVD29, +MVP,MissHW_Gull-Tailwater,Brainerd,Gull Lake Dam Tailwater,SITE,US/Central,46.410869,-94.353622,ft,United States,MN,Cass,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00596-Tailwater'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_Gull-Tailwater'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_Gull-Tailwater'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'GLLM5-Tailwater'}]",,Gull Lake Dam,,,,NAD83,0.0,NGVD29, +MVP,LockDam_05-TainterGate15,Winona,Lock and Dam 05 Tainter Gate 15,OUTLET,US/Central,44.1616,-91.8116,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate15'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate15'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate15'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate15'}]",Mississippi River Lock and Dam 05 Tainter Gate 15,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,182.88,NAVD88, +MVP,MissHW_Gull-SlideGate03,Brainerd,Gull Slide Gate 03,OUTLET,US/Central,46.4116,-94.3533,ft,United States,MN,Cass,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'GLLM5-SlideGate03'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_Gull-SlideGate03'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_Gull-SlideGate03'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00596-SlideGate03'}]",,Gull Lake Dam,,,,NAD83,1099.9999999999998,NGVD29, +MVP,LockDam_05-TainterGate17,Winona,Lock and Dam 05 Tainter Gate 17,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate17'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate17'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate17'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate17'}]",Mississippi River Lock and Dam 05 Tainter Gate 17,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,Highway75_Dam-LowFlow-Tailwater,Watertown,Highway 75 Dam Low Flow Tailwater,SITE,US/Central,45.2483,-96.2916,ft,United States,MN,Big Stone,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Highway75_Dam-LowFlow-Tailwater'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00581-LowFlow-Tailwater'}, {'name': 'RFC CHPS Aliases-Locations', 'value': 'ODAM5_CHPS-LowFlow-Tailwater'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Highway75_Dam-LowFlow-Tailwater'}]",,Highway 75 Dam,,0.0,0.0,NAD83,0.0,NGVD29, +MVP,LockDam_05-TainterGate19,Winona,Lock and Dam 05 Tainter Gate 19,OUTLET,US/Central,44.1616,-91.8116,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate19'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate19'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate19'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate19'}]",Mississippi River Lock and Dam 05 Tainter Gate 19,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,182.88,NAVD88, +MVP,DAWM5,Marshall,W Br Lac Qui Parle nr Dawson,SITE,US/Central,44.9297,-96.0514,ft,United States,MN,Lac Qui Parle,MVP,True,"[{'name': 'Agency Aliases-MNDNR', 'value': '24059001'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'DAWM5'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'DAWM5'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'DAWM5'}]","West Branch Lac Qui Parle River near Dawson, MN",,DCP Gage,,,,,,Owner is MNDNR +MVP,Highway75_Dam-Tailwater,Watertown,Highway 75 Dam Tailwater,SITE,US/Central,45.2483,-96.2916,ft,United States,MN,Big Stone,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00581-Tailwater'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Highway75_Dam-Tailwater'}, {'name': 'RFC CHPS Aliases-Locations', 'value': 'ODAM5_CHPS-Tailwater'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Highway75_Dam-Tailwater'}]",,Highway 75 Dam,,0.0,0.0,NAD83,0.0,NGVD29, +MVP,MissHW_Gull-SlideGate05,Brainerd,Gull Slide Gate 05,OUTLET,US/Central,46.4116,-94.3533,m,United States,MN,Cass,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_Gull-SlideGate05'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'GLLM5-SlideGate05'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_Gull-SlideGate05'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00596-SlideGate05'}]",,Gull Lake Dam,,,,NAD83,335.28,NGVD29, +MVP,LockDam_05-TainterGate21,Winona,Lock and Dam 05 Tainter Gate 21,OUTLET,US/Central,44.1616,-91.8116,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate21'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate21'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate21'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate21'}]",Mississippi River Lock and Dam 05 Tainter Gate 21,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_02-TainterGate13,Cottage Grove,Lock and Dam 02 Tainter Gate 13,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate13'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate13'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate13'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate13'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05-TainterGate32,Winona,Lock and Dam 05 Tainter Gate 32,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate32'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate32'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate32'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate32'}]",Mississippi River Lock and Dam 05 Tainter Gate 32,Mississippi River Lock and Dam 05,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,Baldhill_Dam-FishPondSiphon,Jamestown,Baldhill Dam Fish Pond Outlet,OUTLET,US/Central,47.033886,-98.0771,m,United States,ND,Barnes,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Baldhill_Dam-FishPondSiphon'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'BLDN8-FishPondSiphon'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Baldhill_Dam-FishPondSiphon'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05057500-FishPondSiphon'}, {'name': 'Agency Aliases-NIDID', 'value': 'ND00309-FishPondSiphon'}]",,Baldhill Dam Fish Pond Outlet,,0.0,0.0,NAD83,0.0,NGVD29, +MVP,LockDam_05-TainterGate33,Winona,Lock and Dam 05 Tainter Gate 33,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate33'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate33'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate33'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate33'}]",Mississippi River Lock and Dam 05 Tainter Gate 33,Mississippi River Lock and Dam 05,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_02-TainterGate15,Hastings,Lock and Dam 02 Tainter Gate 15,OUTLET,US/Central,44.7599,-92.8683,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate15'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate15'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate15'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate15'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,Baldhill_Dam-Tailwater,Valley City,Baldhill Dam Tailwater,SITE,US/Central,47.032919,-98.083911,m,United States,ND,Barnes,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'BLDN8-Tailwater'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Baldhill_Dam-Tailwater'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05057500-Tailwater'}, {'name': 'Agency Aliases-NIDID', 'value': 'ND00309-Tailwater'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'BHTN8'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Baldhill_Dam-Tailwater'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05058000'}]",Baldhill Dam Tailwater,Baldhill Dam Tailwater,,0.0,0.0,NAD83,365.76,NGVD29, +MVP,LockDam_02-TainterGate17,Hastings,Lock and Dam 02 Tainter Gate 17,OUTLET,US/Central,44.7599,-92.8683,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate17'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate17'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate17'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate17'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05-TainterGate34,Winona,Lock and Dam 05 Tainter Gate 34,OUTLET,US/Central,44.1616,-91.8116,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate34'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate34'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate34'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate34'}]",Mississippi River Lock and Dam 05 Tainter Gate 34,Mississippi River Lock and Dam 05,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05-TainterGate29,Winona,Lock and Dam 05 Tainter Gate 29,OUTLET,US/Central,44.1616,-91.8116,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate29'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate29'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate29'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate29'}]",Mississippi River Lock and Dam 05 Tainter Gate 29,Mississippi River Lock and Dam 05,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05-TainterGate07,Winona,Lock and Dam 05 Tainter Gate 07,OUTLET,US/Central,44.1616,-91.8116,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate07'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate07'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate07'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate07'}]",Mississippi River Lock and Dam 05 Tainter Gate 07,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05-TainterGate30,Winona,Lock and Dam 05 Tainter Gate 30,OUTLET,US/Central,44.1616,-91.8116,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate30'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate30'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate30'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate30'}]",Mississippi River Lock and Dam 05 Tainter Gate 30,Mississippi River Lock and Dam 05,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_02-TainterGate19,Hastings,Lock and Dam 02 Tainter Gate 19,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate19'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate19'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate19'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate19'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,Clayton,Clayton,"Mississippi River at Clayton, IA",STREAM_LOCATION,America/Chicago,42.903611111111,-91.145,m,United States,IA,Clayton,MVP,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '05411500'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'CLAI4'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CLAI4'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'CLAI4'}]","Mississippi River at Clayton, IA (CP10)","Mississippi River at Clayton, IA",DCP Gage,,,NAD83,600.0,LOCAL, +MVP,Baldhill_Dam-TainterGate02,Jamestown,Baldhill Dam Tainter Gate 02,OUTLET,US/Central,47.0361844,-98.081466,m,United States,ND,Barnes,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Baldhill_Dam-TainterGate02'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'BLDN8-TainterGate02'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05057500-TainterGate02'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Baldhill_Dam-TainterGate02'}, {'name': 'Agency Aliases-NIDID', 'value': 'ND00309-TainterGate02'}]",,Baldhill Dam,,,,NAD83,0.0,NGVD29, +MVP,Highway75_Dam-LeafGate,Watertown,Highway 75 Dam Leaf Gate,OUTLET,US/Central,45.2483,-96.2916,ft,United States,MN,Big Stone,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00581-LeafGate'}, {'name': 'RFC CHPS Aliases-Locations', 'value': 'ODAM5_CHPS-LeafGate'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Highway75_Dam-LeafGate'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Highway75_Dam-LeafGate'}]",,Highway 75 Dam,,0.0,0.0,NAD83,0.0,NGVD29, +MVP,LockDam_05-TainterGate09,Winona,Lock and Dam 05 Tainter Gate 09,OUTLET,US/Central,44.1616,-91.8116,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate09'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate09'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate09'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate09'}]",Mississippi River Lock and Dam 05 Tainter Gate 09,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05-TainterGate31,Winona,Lock and Dam 05 Tainter Gate 31,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate31'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate31'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate31'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate31'}]",Mississippi River Lock and Dam 05 Tainter Gate 31,Mississippi River Lock and Dam 05,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05-TainterGate11,Winona,Lock and Dam 05 Tainter Gate 11,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate11'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate11'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate11'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate11'}]",Mississippi River Lock and Dam 05 Tainter Gate 11,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,Highway75_Dam-EmergencySpillway,Watertown,,SITE,US/Central,45.2483,-96.2916,ft,United States,MN,Big Stone,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Highway75_Dam-EmergencySpillway'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00581-EmergencySpillway'}, {'name': 'RFC CHPS Aliases-Locations', 'value': 'ODAM5_CHPS-EmergencySpillway'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Highway75_Dam-EmergencySpillway'}]",,Highway 75 Dam,,0.0,0.0,NAD83,0.0,NGVD29, +MVP,LockDam_05a-TainterValves,Winona,Lock and Dam 05a Tainter Valves,OUTLET,US/Central,44.0883,-91.6699,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-TainterValves'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-TainterValves'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-TainterValves'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588-TainterValves'}]",,Mississippi River Lock and Dam 05a,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05a-RollerGate04,Winona,Lock and Dam 05a Roller Gate 04,OUTLET,US/Central,44.0883,-91.6699,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00588-RollerGate04'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-RollerGate04'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-RollerGate04'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-RollerGate04'}]",Mississippi River Lock and Dam 05a Roller Gate 04,Mississippi River Lock and Dam 05a Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05,Minnesota City,Lock and Dam 5,PROJECT,US/Central,44.1609167,-91.8142361,m,United States,MN,Winona,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589'}]",Lock and Dam 05 at Mississippi River 9 foot Channel Navigation Project,Lock and Dam 05,Dam,0.0,0.0,NAD83,182.88,LOCAL,USACE Owned and Maintained +MVP,MissHW_PineRiver-Bays05_06,Brainerd,Pine River Dam Bays 5 & 6 - Slide Gates,SITE,US/Central,46.66914,-94.112745,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-Bays05_06'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-Bays05_06'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-Bays05_06'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-Bays05_06'}]",Pine River Dam Bays 5 & 6 - Slide Gates,Pine River Dam at Cross Lake,,-3.4028234663852886e+38,-3.4028234663852886e+38,NAD83,0.0,NGVD29,"Total opening of gates in bays 5, 6" +MVP,MissHW_PineRiver-SlideGate10,Brainerd,Pine River Dam Slide Gate 10,OUTLET,US/Central,46.6683,-94.1116,ft,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate10'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate10'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate10'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate10'}]",,Pine River Dam at Cross Lake,,,,NAD83,1199.9999999999998,NGVD29, +MVP,LockDam_02-Turbine01,Hastings,Lock and Dam 02 Turbine 01,TURBINE,US/Central,44.7599,-92.8683,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-Turbine01'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-Turbine01'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-Turbine01'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-Turbine01'}]",,Mississippi River Lock and Dam 02 Turbine 01,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05a-TainterGate08,Winona,Lock and Dam 05a Tainter Gate 08,OUTLET,US/Central,44.0883,-91.6699,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00588-TainterGate08'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-TainterGate08'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-TainterGate08'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-TainterGate08'}]",,Mississippi River Lock and Dam 05a,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_02-Lock_02,Hastings,Lock and Dam 02 Lock 02,LOCK,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-Lock_02'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-Lock_02'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-Lock_02'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-Lock_02'}]",,Mississippi River Lock and Dam 02,Lock,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05a-TainterGate09,Winona,Lock and Dam 05a Tainter Gate 09,OUTLET,US/Central,44.0883,-91.6699,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-TainterGate09'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-TainterGate09'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-TainterGate09'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588-TainterGate09'}]",,Mississippi River Lock and Dam 05a,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_02-TainterGate03,Hastings,Lock and Dam 02 Tainter Gate 03,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate03'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate03'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate03'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate03'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,MissHW_PineRiver-SlideGate08,Brainerd,Pine River Dam Slide Gate 08,OUTLET,US/Central,46.6683,-94.1116,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate08'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate08'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate08'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate08'}]",,Pine River Dam at Cross Lake,,,,NAD83,365.76,NGVD29, +MVP,LockDam_05a-Lock_01,Winona,Lock Dam 05a Lock 01,LOCK,US/Central,44.0883,-91.6699,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-Lock_01'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588-Lock_01'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-Lock_01'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-Lock_01'}]",,Mississippi River Lock and Dam 05a,Lock,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_02-TainterGate05,Hastings,Lock and Dam 02 Tainter Gate 05,OUTLET,US/Central,44.7599,-92.8683,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate05'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate05'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate05'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate05'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,MissHW_PineRiver-Bays01_02,Brainerd,Pine River Dam Bays 1 & 2 - Slide Gates,SITE,US/Central,46.669194,-94.112572,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-Bays01_02'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-Bays01_02'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-Bays01_02'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-Bays01_02'}]",Pine River Dam Bays 1 & 2 - Slide Gates,Pine River Dam at Cross Lake,,-3.4028234663852886e+38,-3.4028234663852886e+38,NAD 83,0.0,NGVD29,"Total opening of gates in bays 1, 2" +MVP,LockDam_02-TainterGates,Hastings,Lock and Dam 02 Tainter Gates,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGates'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGates'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGates'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGates'}]",,Mississippi River Lock and Dam 02 Tainter Gates,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05-RollerGate01,Winona,Lock and Dam 05 Roller Gate 01,OUTLET,US/Central,44.1616,-91.8116,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-RollerGate01'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-RollerGate01'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-RollerGate01'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-RollerGate01'}]",Mississippi River Lock and Dam 05 Roller Gate 01,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,182.88,NAVD88, +MVP,MissHW_PineRiver-SlideGate06,Brainerd,Pine River Dam Slide Gate 06,OUTLET,US/Central,46.6683,-94.1116,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate06'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate06'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate06'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate06'}]",,Pine River Dam at Cross Lake,,,,NAD83,365.76,NGVD29, +MVP,Baldhill_Dam,Valley City,Baldhill Dam at Lake Ashtabula,PROJECT,US/Central,47.0361833,-98.0814667,ft,United States,ND,Barnes,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'ND00309'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'BLDN8'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05057500'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Baldhill_Dam'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Baldhill_Dam'}]","Baldhill Dam at Lake Ashtabula near Valley City, ND",Baldhill Dam,Dam,,,NAD83,0.0,NGVD29,"USACE Owned, USGS Maintained" +MVP,LockDam_05a-TainterGate10,Winona,Lock and Dam 05a Tainter Gate 10,OUTLET,US/Central,44.0883,-91.6699,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-TainterGate10'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588-TainterGate10'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-TainterGate10'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-TainterGate10'}]",,Mississippi River Lock and Dam 05a,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_02-TainterGate07,Hastings,Lock and Dam 02 Tainter Gate 07,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate07'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate07'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate07'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate07'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_02-TainterGate09,Hastings,Lock and Dam 02 Tainter Gate 09,OUTLET,US/Central,44.7599,-92.8683,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate09'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate09'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate09'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate09'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_02-Powerhouse,Hastings,Lock and Dam 02 Powerhouse,SITE,US/Central,44.760148,-92.867056,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-Powerhouse'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-Powerhouse'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-Powerhouse'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-Powerhouse'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,1968.5039370078734,NAVD88, +MVP,Rafferty_Dam-Tailwater,Williston,Rafferty Dam Tailwater,SITE,US/Central,49.1433333,-103.0830556,ft,Canada,00,Unknown County or County N/A for Unknown State or State N/A,,True,"[{'name': 'Agency Aliases-ECCC Station ID', 'value': '05NB032-Tailwater'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'RAFQ8-Tailwater'}, {'name': 'Agency Aliases-ECCC Station ID', 'value': '05NB036'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Rafferty_Dam-Tailwater'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Rafferty_Dam-Tailwater'}]","Souris River below Rafferty Reservoir, SK",Souris River b Rafferty RSVR,DCP Gage,,,,,,Owner is Environment Canada +MVP,LockDam_05a-TainterGate06,Winona,Lock and Dam 05a Tainter Gate 06,OUTLET,US/Central,44.0883,-91.6699,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-TainterGate06'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588-TainterGate06'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-TainterGate06'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-TainterGate06'}]",,Mississippi River Lock and Dam 05a,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05-RollerGate03,Winona,Lock and Dam 05 Roller Gate 03,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-RollerGate03'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-RollerGate03'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-RollerGate03'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-RollerGate03'}]",Mississippi River Lock and Dam 05 Roller Gate 03,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,Cooperstown200,Cooperstown,"SHEYENNE RIVER ON HWY 200 NEAR COOPERSTOWN, ND",SITE,US/Central,,,ft,United States,ND,Griggs,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Cooperstown2'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05056995'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CPPN8'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Cooperstown2'}]","SHEYENNE RIVER ON HWY 200 NEAR COOPERSTOWN, ND",SHEYENNE RIVER ON HWY 200 NEAR COOPERSTOWN,DCP Gage,,,NAD83,1272.9396325459318,NAVD88,"USACE Owned, USGS Maintained" +MVP,LockDam_05a-RollerGates,Winona,Lock and Dam 05a Roller Gates,SITE,US/Central,44.0883,-91.6699,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00588-RollerGates'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-RollerGates'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-RollerGates'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-RollerGates'}]",Mississippi River Lock and Dam 05a Roller Gates,Mississippi River Lock and Dam 05a Roller Gates,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05a-TainterGate07,Winona,Lock and Dam 05a Tainter Gate 07,OUTLET,US/Central,44.0883,-91.6699,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00588-TainterGate07'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-TainterGate07'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-TainterGate07'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-TainterGate07'}]",,Mississippi River Lock and Dam 05a,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05-RollerGate05,Winona,Lock and Dam 05 Roller Gate 05,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-RollerGate05'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-RollerGate05'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-RollerGate05'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-RollerGate05'}]",Mississippi River Lock and Dam 05 Roller Gate 05,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,MissHW_PineRiver-SlideGate12,Brainerd,Pine River Dam Slide Gate 12,OUTLET,US/Central,46.6683,-94.1116,ft,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate12'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate12'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate12'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate12'}]",,Pine River Dam at Cross Lake,,,,NAD83,1199.9999999999998,NGVD29, +MVP,Highway75_Dam-ServiceSpillway-Gate,Watertown,,OUTLET,US/Central,45.2483,-96.2916,ft,United States,MN,Big Stone,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00581-ServiceSpillway-Gate'}, {'name': 'RFC CHPS Aliases-Locations', 'value': 'ODAM5_CHPS-ServiceSpillway-Gate'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Highway75_Dam-ServiceSpillway-Gate'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Highway75_Dam-ServiceSpillway-Gate'}]",,Highway 75 Dam,,0.0,0.0,NAD83,0.0,NGVD29, +MVP,ChippewaDiv_Dam-LowFlow,Watson,Chippewa Diversion Dam Low Flow,OUTLET,US/Central,45.021908,-95.792215,ft,United States,MN,Chippewa,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'ChippewaDiv_Dam-LowFlow'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00578-LowFlow'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05304995-LowFlow'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'ChippewaDiv_Dam-LowFlow'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WTSM5-LowFlow'}]",Chippewa Diversion Dam Low Flow Outlet,Chippewa Diversion Dam Low Flow,Gate,0.0,0.0,NAD83,0.0,NGVD29, +MVP,MissHW_PineRiver-Bays09_10,Brainerd,Pine River Dam Bays 9 & 10 - Slide Gates,SITE,US/Central,46.669089,-94.112926,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-Bays09_10'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-Bays09_10'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-Bays09_10'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-Bays09_10'}]",Pine River Dam Bays 9 & 10 - Slide Gates,Pine River Dam at Cross Lake,,-3.4028234663852886e+38,-3.4028234663852886e+38,NAD83,0.0,NGVD29,"Total opening of gates in bays 9, 10" +MVP,LockDam_02-TainterGate11,Hastings,Lock and Dam 02 Tainter Gate 11,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate11'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate11'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate11'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate11'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,TraverseWR_Dam-Stoplogs,Fergus Falls,White Rock Dam Stoplogs,SITE,US/Central,45.8616,-96.5716,ft,United States,MN,Traverse,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WHRM5-Stoplogs'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00577-Stoplogs'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'TraverseWR_Dam-Stoplogs'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'TraverseWR_Dam-Stoplogs'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05049995-Stoplogs'}]",White Rock Dam Stoplogs,White Rock Dam Stoplogs,,,,NAD83,899.9999999999999,LOCAL, +MVP,LockDam_05-TainterGate24,Winona,Lock and Dam 05 Tainter Gate 24,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate24'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate24'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate24'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate24'}]",Mississippi River Lock and Dam 05 Tainter Gate 24,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,ChippewaDiv_Dam-TainterGate,Watson,,OUTLET,US/Central,45.0236111,-95.7902778,ft,United States,MN,Chippewa,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00578-TainterGate'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WTSM5-TainterGate'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05304995-TainterGate'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'ChippewaDiv_Dam-TainterGate'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'ChippewaDiv_Dam-TainterGate'}]",,Chippewa Diversion Dam,,0.0,0.0,NAD83,0.0,NGVD29, +MVP,LockDam_05-TainterGate26,Winona,Lock and Dam 05 Tainter Gate 26,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate26'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate26'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate26'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate26'}]",Mississippi River Lock and Dam 05 Tainter Gate 26,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,DAWM5S,Marshall,Dawson Snow,SITE,US/Central,44.82,-96.08,m,United States,MN,Lac Qui Parle,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'DAWM5S'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'DAWM5S'}]",Dawson Snow,Dawson Snow,,,,,,, +MVP,LockDam_05-TainterGate28,Winona,Lock and Dam 05 Tainter Gate 28,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate28'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate28'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate28'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate28'}]",Mississippi River Lock and Dam 05 Tainter Gate 28,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,ELZM5,Elizabeth,Otter Tail River abv Elizabeth,SITE,US/Central,46.369444444444,-96.017222222222,m,United States,MN,Otter Tail,MVP,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '05030500'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'ELZM5'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'ELZM5'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'ELZM5'}]","Otter Tail River near Elizabeth, MN",,DCP Gage,,,NAD83,381.0,LOCAL,"Otter Tail River near Elizabeth, MN" +MVP,LockDam_05-RollerGates,Winona,Lock and Dam 05 Roller Gates,SITE,US/Central,44.1616,-91.8116,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-RollerGates'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-RollerGates'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-RollerGates'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-RollerGates'}]",Mississippi River Lock and Dam 05 Roller Gates,Mississippi River Lock and Dam 05 Roller Gates,Gate,0.0,0.0,NAD83,182.88,NAVD88, +MVP,MissHW_PineRiver-SlideGate03,Brainerd,Pine River Dam Slide Gate 03,OUTLET,US/Central,46.6683,-94.1116,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate03'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate03'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate03'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate03'}]",,Pine River Dam at Cross Lake,,,,NAD83,365.76,NGVD29, +MVP,TraverseWR_Dam-Lake,Fergus Falls,White Rock Dam Lake Gage,SITE,US/Central,45.8616,-96.5716,ft,United States,MN,Traverse,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'TraverseWR_Dam-Lake'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05049995-Lake'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WHRM5-Lake'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00577-Lake'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'TraverseWR_Dam-Lake'}]",White Rock Dam Lake Gage,White Rock Dam Lake Gage,,0.0,0.0,NAD83,899.9999999999999,LOCAL, +MVP,MissHW_PineRiver-SlideGate01,Brainerd,Pine River Dam Slide Gate 01,OUTLET,US/Central,46.6683,-94.1116,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate01'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate01'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate01'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate01'}]",,Pine River Dam at Cross Lake,,,,NAD83,365.76,NGVD29, +MVP,TraverseWR_Dam-TainterGate02,Fergus Falls,White Rock Dam Tainter Gate 02,OUTLET,US/Central,45.8616,-96.5716,m,United States,MN,Traverse,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'TraverseWR_Dam-TainterGate02'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WHRM5-TainterGate02'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00577-TainterGate02'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'TraverseWR_Dam-TainterGate02'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05049995-TainterGate02'}]",,White Rock Dam Tainter Gate,,,,NAD83,274.32,LOCAL, +MVP,LockDam_02-TainterGate01,Hastings,Lock and Dam 02 Tainter Gate 01,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate01'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate01'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate01'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate01'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05a-RollerGate02,Winona,Lock and Dam 05a Roller Gate 02,OUTLET,US/Central,44.0883,-91.6699,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-RollerGate02'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-RollerGate02'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-RollerGate02'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588-RollerGate02'}]",Mississippi River Lock and Dam 05a Roller Gate 02,Mississippi River Lock and Dam 05a Gate,Gate,0.0,0.0,NAD83,182.88,NAVD88, +MVP,Baldhill_Dam-LowFlow02,Valley City,Baldhill Dam Low Flow Gate 02,OUTLET,US/Central,47.0358647,-98.0810972,ft,United States,ND,Barnes,MVP,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '05057500-LowFlow02'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'BLDN8-LowFlow02'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Baldhill_Dam-LowFlow02'}, {'name': 'Agency Aliases-NIDID', 'value': 'ND00309-LowFlow02'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Baldhill_Dam-LowFlow02'}]",Baldhill Dam Low Flow Gate 01,Baldhill Dam Low Flow Gate,,,,NAD83,1199.9999999999998,NGVD29, +MVP,LockDam_05-TainterGate12,Winona,Lock and Dam 05 Tainter Gate 12,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate12'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate12'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate12'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate12'}]",Mississippi River Lock and Dam 05 Tainter Gate 12,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,ChippewaDiv_Dam-Tailwater,Watson,Chippewa Diversion Dam Tailwater,SITE,US/Central,45.0236111,-95.7902778,ft,United States,MN,Chippewa,MVP,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '05304995-Tailwater'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WTSM5-Tailwater'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00578-Tailwater'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'ChippewaDiv_Dam-Tailwater'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'ChippewaDiv_Dam-Tailwater'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05305000'}]",,Chippewa Diversion Dam,,0.0,0.0,NAD83,0.0,NGVD29, +MVP,LockDam_05-TainterGate14,Winona,Lock and Dam 05 Tainter Gate 14,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate14'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate14'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate14'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate14'}]",Mississippi River Lock and Dam 05 Tainter Gate 14,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,TraverseWR_Dam,Wheaton,White Rock Dam at Mud Lake Reservoir,PROJECT,US/Central,45.8616,-96.5716,m,United States,MN,Traverse,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WHRM5'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'TraverseWR_Dam'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'TraverseWR_Dam'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05049995'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00577'}]",White Rock Dam at Mud Lake Reservoir at Lake Traverse Project,White Rock Dam at Mud Lake Reservoir,Dam,,,NAD83,274.32,LOCAL,"USACE Owned, USGS Maintained" +MVP,Cooperstown,Jamestown,"Sheyenne River at Cooperstown, ND",SITE,US/Central,47.4336,-98.0286,m,United States,ND,Griggs,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Cooperstown'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CPRN8'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05057000'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Cooperstown'}]","Sheyenne River at Cooperstown, ND",,DCP Gage,,,NAD27,387.632448,NGVD29,"USACE Owned, USGS Maintained" +MVP,LockDam_05-TainterGate16,Winona,Lock and Dam 05 Tainter Gate 16,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate16'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate16'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate16'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate16'}]",Mississippi River Lock and Dam 05 Tainter Gate 16,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,MOOM5S,Cloquet,Moose Lake Snow,SITE,US/Central,46.43639,-92.70611,m,United States,MN,Kanabec,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MOOM5S'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MOOM5S'}]",Moose Lake Snow,Moose Lake Snow,,,,,,, +MVP,ChippewaDiv_Dam,Watson,Chippewa Diversion Dam,PROJECT,US/Central,45.022025,-95.791308333333,m,United States,MN,Chippewa,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WTSM5'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05304995'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'ChippewaDiv_Dam'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'ChippewaDiv_Dam'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00578'}]",,Chippewa Diversion Dam,Dam,0.0,0.0,NAD83,0.0,NGVD29,"USACE Owned, USGS Maintained" +MVP,LockDam_05-TainterGate18,Winona,Lock and Dam 05 Tainter Gate 18,OUTLET,US/Central,44.1616,-91.8116,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate18'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate18'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate18'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate18'}]",Mississippi River Lock and Dam 05 Tainter Gate 18,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,182.88,NAVD88, +MVP,Muscoda,Middleton,"Wisconsin River at Muscoda, WI",SITE,US/Central,43.1983,-90.4406,m,United States,WI,Grant,MVP,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '05407000'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MUSW3'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MUSW3'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MUSW3'}]","Wisconsin River at Muscoda, WI","Wisconsin River at Muscoda, WI",DCP Gage,,,NAD83,203.231496,LOCAL, +MVP,LockDam_05-Tailwater,Winona,Lock and Dam 5 Tailwater,SITE,US/Central,44.158307,-91.808447,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-Tailwater'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-Tailwater'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-Tailwater'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-Tailwater'}]",Mississippi River Lock and Dam 05 Tailwater,Mississippi River Lock and Dam 05 Tailwater,,0.0,0.0,NAD83,0.0,NAVD88, +MVP,MissHW_Gull-SlideGate04,Brainerd,Gull Slide Gate 04,OUTLET,US/Central,46.4116,-94.3533,ft,United States,MN,Cass,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'GLLM5-SlideGate04'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_Gull-SlideGate04'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_Gull-SlideGate04'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00596-SlideGate04'}]",,Gull Lake Dam,,,,NAD83,1099.9999999999998,NGVD29, +MVP,MissHW_Gull-SlideGate02,Brainerd,Gull Slide Gate 02,OUTLET,US/Central,46.4116,-94.3533,m,United States,MN,Cass,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'GLLM5-SlideGate02'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_Gull-SlideGate02'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_Gull-SlideGate02'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00596-SlideGate02'}]",,Gull Lake Dam,,0.0,,NAD83,0.0,NGVD29, +MVP,Baldhill_Dam-EmergencySpillway,Jamestown,Baldhill Dam Emergency Spillway,SITE,US/Central,47.0346415,-98.0788482,ft,United States,ND,Barnes,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'BLDN8-EmergencySpillway'}, {'name': 'Agency Aliases-NIDID', 'value': 'ND00309-EmergencySpillway'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05057500-EmergencySpillway'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Baldhill_Dam-EmergencySpillway'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Baldhill_Dam-EmergencySpillway'}]",,Baldhill Dam Emergency Spillway,,,,NAD83,0.0,NGVD29, +MVP,MissHW_Gull-StopLog01,Brainerd,Gull Stop Log 01,OUTLET,US/Central,46.4116,-94.3533,m,United States,MN,Cass,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'GLLM5-StopLog01'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_Gull-StopLog01'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_Gull-StopLog01'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00596-StopLog01'}]",,Gull Lake Dam,,,,NAD83,335.28,NGVD29, +MVP,LockDam_05-TainterGate20,Winona,Lock and Dam 05 Tainter Gate 20,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate20'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate20'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate20'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate20'}]",Mississippi River Lock and Dam 05 Tainter Gate 20,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_02-Spillway,Hastings,Lock and Dam 02 Spillway,SITE,US/Central,44.7599,-92.8683,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00594-Spillway'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-Spillway'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-Spillway'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-Spillway'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05-TainterGate22,Winona,Lock and Dam 05 Tainter Gate 22,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate22'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate22'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate22'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate22'}]",Mississippi River Lock and Dam 05 Tainter Gate 22,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,NWUM5,New Ulm,Cottonwood River at New Ulm,SITE,US/Central,44.2914,-94.44,m,United States,MN,Brown,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'NWUM5'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'NWUM5'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05317000'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'NWUM5'}]",Cottonwood River at New Ulm. MN,,DCP Gage,,,,242.87378400000003,LOCAL, +MVP,NWUM5S,New Ulm,New Ulm Snow,SITE,US/Central,44.32111,-94.43889,m,United States,MN,Brown,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'NWUM5S'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'NWUM5S'}]",New Ulm Snow,New Ulm Snow,,,,,,, +MVP,LockDam_02-TainterGate12,Hastings,Lock and Dam 02 Tainter Gate 12,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate12'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate12'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate12'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate12'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,TraverseWR_Dam-Tailwater,Fergus Falls,White Rock Dam Tailwater,SITE,US/Central,45.8616,-96.5716,ft,United States,MN,Traverse,MVP,True,"[{'name': 'Agency Aliases-USGS Station Number', 'value': '05050000'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WHRM5-Tailwater'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00577-Tailwater'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'TraverseWR_Dam-Tailwater'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'TraverseWR_Dam-Tailwater'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05049995-Tailwater'}]",White Rock Dam Tailwater,White Rock Dam Tailwater,,,,NAD83,899.9999999999999,LOCAL, +MVP,LockDam_02-TainterGate14,Hastings,Lock and Dam 02 Tainter Gate 14,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate14'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate14'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate14'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate14'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,AGYM5,Argyle,Middle River at Argyle,SITE,US/Central,48.340277777778,-96.816111111111,ft,United States,MN,Marshall,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'AGYM5'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'AGYM5'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'AGYM5'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05087500'}]","Middle River at Argyle, MN",,DCP Gage,,,NAD83,828.5299999999999,LOCAL,"Middle River at Argyle, MN" +MVP,LockDam_02-TainterGate16,Hastings,Lock and Dam 02 Tainter Gate 16,OUTLET,US/Central,44.7599,-92.8683,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate16'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate16'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate16'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate16'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_02-TainterGate18,Hastings,Lock and Dam 02 Tainter Gate 18,OUTLET,US/Central,44.7599,-92.8683,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate18'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate18'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate18'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate18'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05-CP_Alma,Winona,Lock and Dam 05 Control Point,SITE,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-CP_Alma'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-CP_Alma'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-CP_Alma'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-CP_Alma'}]",,Mississippi River Lock and Dam 05,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LFKM5,Hibbing,Little Fork River at Little Fk,SITE,US/Central,48.3958,-93.5492,ft,United States,MN,Koochiching,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LFKM5'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'LFKM5'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05131500'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LFKM5'}]","Little Fork River at Little Fork, MN",,DCP Gage,,,,1083.59,LOCAL, +MVP,LockDam_05a-Spillway,Winona,Lock and Dam 05a Spillway,SITE,US/Central,44.0883,-91.6699,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-Spillway'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588-Spillway'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-Spillway'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-Spillway'}]",,Mississippi River Lock and Dam 05a,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05-TainterGate08,Winona,Lock and Dam 05 Tainter Gate 08,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate08'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate08'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate08'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate08'}]",Mississippi River Lock and Dam 05 Tainter Gate 08,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05-TainterGate10,Winona,Lock and Dam 05 Tainter Gate 10,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterGate10'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterGate10'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterGate10'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterGate10'}]",Mississippi River Lock and Dam 05 Tainter Gate 10,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,Baldhill_Dam-TainterGate01,Jamestown,Baldhill Dam Tainter Gate 01,OUTLET,US/Central,47.0361844,-98.081466,ft,United States,ND,Barnes,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'BLDN8-TainterGate01'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Baldhill_Dam-TainterGate01'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Baldhill_Dam-TainterGate01'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05057500-TainterGate01'}, {'name': 'Agency Aliases-NIDID', 'value': 'ND00309-TainterGate01'}]",,Baldhill Dam,,,,NAD83,0.0,NGVD29, +MVP,ABRN8,Abercrombie,Wild Rice River at Abercrombie,STREAM_LOCATION,US/Central,46.4680556,-96.7833333,ft,United States,ND,Richland,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'ABRN8'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'ABRN8'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05053000'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'ABRN8'}]","Wild Rice River near Abercrombie, ND",,,,,NAD83,907.9399999999999,,"Wild Rice River near Abercrombie, ND" +MVP,Baldhill_Dam-LowFlow01,Valley City,Baldhill Dam Low Flow Gate 01,OUTLET,US/Central,47.0359542,-98.0812555,m,United States,ND,Barnes,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'BLDN8-LowFlow01'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05057500-LowFlow01'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Baldhill_Dam-LowFlow01'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Baldhill_Dam-LowFlow01'}, {'name': 'Agency Aliases-NIDID', 'value': 'ND00309-LowFlow01'}]",Baldhill Dam Low Flow Gate 01,Baldhill Dam Low Flow Gate 01,,,,NAD83,365.76,NGVD29, +MVP,LockDam_02-Tailwater,Hastings,Lock and Dam 2 Tailwater,SITE,US/Central,44.757049,-92.866069,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-Tailwater'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-Tailwater'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-Tailwater'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-Tailwater'}]",Mississippi River Lock and Dam 02 Tailwater,Mississippi River Lock and Dam 02 Tailwater,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,Baldhill_Dam-TainterGate03,Jamestown,Baldhill Dam Tainter Gate 03,OUTLET,US/Central,47.0361844,-98.081466,ft,United States,ND,Barnes,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'BLDN8-TainterGate03'}, {'name': 'Agency Aliases-NIDID', 'value': 'ND00309-TainterGate03'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Baldhill_Dam-TainterGate03'}, {'name': 'Agency Aliases-USGS Station Number', 'value': '05057500-TainterGate03'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Baldhill_Dam-TainterGate03'}]",,Baldhill Dam,,,,NAD83,0.0,NGVD29, +MVP,Highway75_Dam-ServiceSpillway,Watertown,Highway 75 Dam Service Spillway,SITE,US/Central,45.226761111111,-96.290252777778,ft,United States,MN,Lac Qui Parle,MVP,True,"[{'name': 'RFC CHPS Aliases-Locations', 'value': 'ODAM5_CHPS-ServiceSpillway'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'ODEM5'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00581-ServiceSpillway'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Highway75_Dam-ServiceSpillway'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Highway75_Dam-ServiceSpillway'}]",,Highway 75 Dam,,0.0,0.0,NAD83,0.0,NGVD29, +MVP,LockDam_10-CP_Clayton,Dubuque,Lock and Dam 10 Control Point,SITE,US/Central,42.785,-91.095,ft,United States,IA,Clayton,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_10-CP_Clayton'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'GTTI4-CP_Clayton'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_10-CP_Clayton'}, {'name': 'Agency Aliases-NIDID', 'value': 'IA04014-CP_Clayton'}]",,Mississippi River Lock and Dam 10,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_02-TainterGate02,Hastings,Lock and Dam 02 Tainter Gate 02,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate02'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate02'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate02'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate02'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_02-Turbine02,Hastings,Lock and Dam 02 Turbine 02,TURBINE,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-Turbine02'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-Turbine02'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-Turbine02'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-Turbine02'}]",,Mississippi River Lock and Dam 02 Turbine 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05a-CrookedSlough,Winona,Crooked Slough near Lock5a,SITE,US/Central,44.0883,-91.6699,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-CrookedSlough'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588-CrookedSlough'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-CrookedSlough'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-CrookedSlough'}]",,Mississippi River Lock and Dam 05a,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,MissHW_PineRiver-Bays07_08,Brainerd,Pine River Dam Bays 7 & 8 - Slide Gates,SITE,US/Central,46.669117,-94.11283,ft,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-Bays07_08'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-Bays07_08'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-Bays07_08'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-Bays07_08'}]",Pine River Dam Bays 7 & 8 - Slide Gates,Pine River Dam at Cross Lake,,-3.4028234663852886e+38,-3.4028234663852886e+38,NAD83,0.0,NGVD29,"Total opening of gates in bays 7, 8" +MVP,MissHW_PineRiver-SlideGate09,Brainerd,Pine River Dam Slide Gate 09,OUTLET,US/Central,46.6683,-94.1116,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate09'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate09'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate09'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate09'}]",,Pine River Dam at Cross Lake,,,,NAD83,365.76,NGVD29, +MVP,LockDam_05a-RollerGate03,Winona,Lock and Dam 05a Roller Gate 03,OUTLET,US/Central,44.0883,-91.6699,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-RollerGate03'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-RollerGate03'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-RollerGate03'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588-RollerGate03'}]",Mississippi River Lock and Dam 05a Roller Gate 03,Mississippi River Lock and Dam 05a Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,MissHW_PineRiver-Bays03_04,Brainerd,Pine River Dam Bays 3 & 4 - Slide Gates,SITE,US/Central,46.669168,-94.112654,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-Bays03_04'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-Bays03_04'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-Bays03_04'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-Bays03_04'}]",Pine River Dam Bays 3 & 4 - Slide Gates,Pine River Dam at Cross Lake,,-3.4028234663852886e+38,-3.4028234663852886e+38,NAD83,0.0,NGVD29,"Total opening of gates in bays 3, 4" +MVP,LockDam_05a-RollerGate05,Winona,Lock and Dam 05a Roller Gate 05,OUTLET,US/Central,44.0883,-91.6699,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00588-RollerGate05'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-RollerGate05'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-RollerGate05'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-RollerGate05'}]",Mississippi River Lock and Dam 05a Roller Gate 05,Mississippi River Lock and Dam 05a Gate,Gate,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_02-Lock_01,Hastings,Lock and Dam Lock 01,LOCK,US/Central,44.7599,-92.8683,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00594-Lock_01'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-Lock_01'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-Lock_01'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-Lock_01'}]",,Mississippi River Lock and Dam 02,Lock,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,MissHW_PineRiver-SlideGate07,Brainerd,Pine River Dam Slide Gate 07,OUTLET,US/Central,46.6683,-94.1116,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate07'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate07'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate07'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate07'}]",,Pine River Dam at Cross Lake,,,,NAD83,365.76,NGVD29, +MVP,MissHW_Gull-Fishway,Brainerd,Gull Fishway 01,OUTLET,US/Central,46.4116,-94.3533,m,United States,MN,Cass,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00596-Fishway'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_Gull-Fishway'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_Gull-Fishway'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'GLLM5-Fishway'}]",,Gull Lake Dam,,,,NAD83,335.28,NGVD29, +MVP,LockDam_02-TainterGate04,Hastings,Lock and Dam 02 Tainter Gate 04,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate04'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate04'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate04'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate04'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05-Lock_01,Winona,Lock and Dam 05 Lock 01,LOCK,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-Lock_01'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-Lock_01'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-Lock_01'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-Lock_01'}]",,Mississippi River Lock and Dam 05,Lock,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_02-TainterGate06,Hastings,Lock and Dam 02 Tainter Gate 06,OUTLET,US/Central,44.7599,-92.8683,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate06'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate06'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate06'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate06'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_05a,Fountain City,Lock and Dam 5A,PROJECT,US/Central,44.0890583,-91.6722333,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588'}]",Lock and Dam 05a at Mississippi River 9 foot Channel Navigation Project,Lock and Dam 05a,Dam,0.0,0.0,NAD83,599.9999999999999,LOCAL,USACE Owned and Maintained +MVP,LockDam_02-CP_SoStPaul,Hastings,Lock and Dam 02 Control Point,SITE,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-CP_SoStPaul'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-CP_SoStPaul'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-CP_SoStPaul'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-CP_SoStPaul'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,MissHW_PineRiver-SlideGate05,Brainerd,Pine River Dam Slide Gate 05,OUTLET,US/Central,46.6683,-94.1116,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate05'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate05'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate05'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate05'}]",,Pine River Dam at Cross Lake,,,,NAD83,365.76,NGVD29, +MVP,LockDam_05-RollerGate02,Winona,Lock and Dam 05 Roller Gate 02,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-RollerGate02'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-RollerGate02'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-RollerGate02'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-RollerGate02'}]",Mississippi River Lock and Dam 05 Roller Gate 02,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,MissHW_Gull,Brainerd,Gull Lake Dam,PROJECT,US/Central,46.4110944,-94.353575,ft,United States,MN,Cass,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00596'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_Gull'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'GLLM5'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_Gull'}]",Mississippi River Headwater Gull Lake Dam,Gull Lake Dam,Dam,,,NAD83,1099.9999999999998,NGVD29,USACE Owned and Maintained +MVP,LockDam_05-TainterValves,Winona,Lock and Dam 05 Tainter Valves,OUTLET,US/Central,44.1616,-91.8116,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-TainterValves'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-TainterValves'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-TainterValves'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-TainterValves'}]",Mississippi River Lock and Dam 05 Tainter Valves,Mississippi River Lock and Dam 05,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,LockDam_05-RollerGate04,Winona,Lock and Dam 05 Roller Gate 04,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00589-RollerGate04'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-RollerGate04'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-RollerGate04'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-RollerGate04'}]",Mississippi River Lock and Dam 05 Roller Gate 04,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,Rafferty_Dam,Williston,Rafferty Reservoir,SITE,US/Central,49.1455556,-103.0944444,m,Canada,00,Unknown County or County N/A for Unknown State or State N/A,,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'Rafferty_Dam'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'RAFQ8'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'Rafferty_Dam'}, {'name': 'Agency Aliases-ECCC Station ID', 'value': '05NB032'}]","Rafferty Reservoir near Estevan, SK",Rafferty Reservoir near Estevan,DCP Gage,,,,,,Owner is Environment Canada +MVP,LockDam_02-TainterGate08,Hastings,Lock and Dam 02 Tainter Gate 08,OUTLET,US/Central,44.7599,-92.8683,m,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate08'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate08'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate08'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate08'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,182.88,NAVD88, +MVP,MissHW_PineRiver-SlideGate13,Brainerd,Pine River Dam Slide Gate 13,OUTLET,US/Central,46.6683,-94.1116,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate13'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate13'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate13'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate13'}]",,Pine River Dam at Cross Lake,,,,NAD83,365.76,NGVD29, +MVP,MissHW_PineRiver-Bays11_13,Brainerd,"Pine River Dam Bays 11, 12, & 13 - Slide Gates",SITE,US/Central,46.669057,-94.113025,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-Bays11_13'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-Bays11_13'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-Bays11_13'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-Bays11_13'}]","Pine River Dam Bays 11, 12, & 13 - Slide Gates",Pine River Dam at Cross Lake,,-3.4028234663852886e+38,-3.4028234663852886e+38,NAD83,0.0,NGVD29,"Total opening of gates in bays 11, 12, 13" +MVP,LockDam_02-TainterGate10,Hastings,Lock and Dam 02 Tainter Gate 10,OUTLET,US/Central,44.7599,-92.8683,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00594-TainterGate10'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5-TainterGate10'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02-TainterGate10'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02-TainterGate10'}]",,Mississippi River Lock and Dam 02,,0.0,0.0,NAD83,599.9999999999999,NAVD88, +MVP,LockDam_02,Hastings,Lock and Dam 2,PROJECT,US/Central,44.7621,-92.8712833,ft,United States,MN,Dakota,MVP,True,"[{'name': 'Agency Aliases-NIDID', 'value': 'MN00594'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_02'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_02'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'HSTM5'}]",Lock and Dam 02 at Mississippi River 9 foot ChannelNavigation Project,Lock and Dam 02,Dam,0.0,0.0,NAD83,599.9999999999999,LOCAL,"USACE Owned and Maintained, Brookfield Power operates hydropower" +MVP,LockDam_05a-TainterGates,Winona,Lock and Dam 05a Tainter Gates,SITE,US/Central,44.0883,-91.6699,m,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05a-TainterGates'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'WIDM5-TainterGates'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05a-TainterGates'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00588-TainterGates'}]",Mississippi River Lock and Dam 05a Tainter Gates,Mississippi River Lock and Dam 05a Tainter Gates,Gate,0.0,0.0,NAD83,182.88,NAVD88, +MVP,MissHW_PineRiver-Tailwater,Brainerd,Pine River Dam Tailwater,SITE,US/Central,46.6683,-94.1116,m,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-Tailwater'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-Tailwater'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-Tailwater'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-Tailwater'}]",,Pine River Dam at Cross Lake,Dam,,,NAD83,365.76,NGVD29, +MVP,MissHW_PineRiver-SlideGate11,Brainerd,Pine River Dam Slide Gate 11,OUTLET,US/Central,46.6683,-94.1116,ft,United States,MN,Crow Wing,MVP,True,"[{'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'MissHW_PineRiver-SlideGate11'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'CRLM5-SlideGate11'}, {'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'MissHW_PineRiver-SlideGate11'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00582-SlideGate11'}]",,Pine River Dam at Cross Lake,,,,NAD83,1199.9999999999998,NGVD29, +MVP,LockDam_05-RollerGate06,Winona,Lock and Dam 05 Roller Gate 06,OUTLET,US/Central,44.1616,-91.8116,ft,United States,WI,Buffalo,MVP,True,"[{'name': 'Agency Aliases-CWMS Standard Naming', 'value': 'LockDam_05-RollerGate06'}, {'name': 'Agency Aliases-CWMS Legacy Naming', 'value': 'LockDam_05-RollerGate06'}, {'name': 'Agency Aliases-NWS Handbook 5 ID', 'value': 'MSCM5-RollerGate06'}, {'name': 'Agency Aliases-NIDID', 'value': 'MN00589-RollerGate06'}]",Mississippi River Lock and Dam 05 Roller Gate 06,Mississippi River Lock and Dam 05 Gate,Gate,0.0,0.0,NAD83,599.9999999999999,NAVD88, diff --git a/load_data/data/MVP_timeseries_ids_all.csv b/load_data/data/MVP_timeseries_ids_all.csv new file mode 100755 index 000000000..8c5cea665 --- /dev/null +++ b/load_data/data/MVP_timeseries_ids_all.csv @@ -0,0 +1,1653 @@ +office,ts_id +mvp,LockDam_05-TainterGate23.Flow.Inst.15Minutes.0.comp +mvp,LockDam_05-TainterGate23.Opening.Inst.15Minutes.0.CEMVP-ProjectEntry 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+mvp,Muscoda.Stage.Inst.15Minutes.0.rev +mvp,Muscoda.Temp-Water.Inst.15Minutes.0.CEMVP-GOES-Raw +mvp,ZUMM5.Flow.Inst.15Minutes.0.comp +mvp,ZUMM5.Flow.Inst.15Minutes.0.rev +mvp,ZUMM5.Stage.Inst.~15Minutes.0.Raw-USGS +mvp,ZUMM5.Stage.Inst.~15Minutes.0.rev-USGS +mvp,ZUMM5.Stage.Inst.15Minutes.0.CEMVP-GOES-Raw +mvp,ZUMM5.Stage.Inst.15Minutes.0.corrected-comp +mvp,ZUMM5.Stage.Inst.15Minutes.0.rev diff --git a/load_data/data/MVP_timeseries_values_melted.parquet b/load_data/data/MVP_timeseries_values_melted.parquet new file mode 100755 index 000000000..59bebada0 Binary files /dev/null and b/load_data/data/MVP_timeseries_values_melted.parquet differ diff --git a/load_data/dev_data_copy.ipynb b/load_data/dev_data_copy.ipynb new file mode 100644 index 000000000..482244ec6 --- /dev/null +++ b/load_data/dev_data_copy.ipynb @@ -0,0 +1,604 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "64426a8a-c361-4e80-986d-451bf08907a5", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "ename": "ModuleNotFoundError", + "evalue": "No module named 'cwms'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[1], line 6\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01msys\u001b[39;00m\n\u001b[1;32m 5\u001b[0m sys\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39minsert(\u001b[38;5;241m0\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mC:/Soft/repos/cwms-python\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m----> 6\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mcwms\u001b[39;00m\n\u001b[1;32m 7\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnp\u001b[39;00m\n\u001b[1;32m 8\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mtime\u001b[39;00m\n", + "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'cwms'" + ] + } + ], + "source": [ + "#libraries\n", + "import pandas as pd\n", + "from datetime import datetime, timedelta\n", + "import sys\n", + "sys.path.insert(0, \"C:/Soft/repos/cwms-python\")\n", + "import cwms\n", + "import numpy as np\n", + "import time" + ] + }, + { + "cell_type": "markdown", + "id": "63849890-9155-4c2b-8a62-96aa9fbe0de4", + "metadata": {}, + "source": [ + "### Initialize system Load Location IDs" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "a5d7f8c6-8b5d-44ec-95d1-1e4ea388d732", + "metadata": {}, + "outputs": [], + "source": [ + "office_id = 'LRL'\n", + "start_date = pd.to_datetime(\"3/1/2025\").tz_localize('UTC')\n", + "end_date = pd.to_datetime(\"6/13/2025\").tz_localize('UTC')\n", + "office_id_lower = office_id.lower() \n", + "apiRoot_src = f\"https://wm.{office_id_lower}.ds.usace.army.mil:8243/{office_id_lower}-data/\"\n", + "location_id_file = 'base_locations_to_grab.csv'\n", + "api = cwms.api.init_session(api_root=apiRoot_src)\n", + "grab_locs = pd.read_csv(location_id_file)" + ] + }, + { + "cell_type": "markdown", + "id": "7da9432f-c362-4d22-a981-9d8fb26cb593", + "metadata": {}, + "source": [ + "### Grab all locations and the get information for subset" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "f9cc1f27-c358-49e3-b14d-751599feb8e3", + "metadata": {}, + "outputs": [], + "source": [ + "location = cwms.get_locations_catalog(office_id=office_id).df\n", + "grab_locs_office = grab_locs[grab_locs['Office']==office_id]\n", + "pattern = \"|\".join(grab_locs_office['Base_Location'])\n", + "public_locations = location[location['name'].str.contains(pattern)]\n", + "public_locations.to_csv(f'data/{office_id}_locations_data.csv', index=False)" + ] + }, + { + "cell_type": "markdown", + "id": "962aac10-218b-4cab-af88-013eab522cc0", + "metadata": {}, + "source": [ + "### Collect All Timeseries ID assigned to the Locations" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "43985fba-3cf4-4e71-bc7b-efd997e4c18c", + "metadata": {}, + "outputs": [], + "source": [ + "final_tsids =[]\n", + "for loc in public_locations['name']:\n", + " loc_repex = loc+'.*'\n", + " cat_ts = cwms.get_timeseries_catalog(office_id=office_id,like=loc_repex,include_extents=True,timeseries_group_like=None).df\n", + " for index, ts in cat_ts.iterrows():\n", + "\n", + " extents = pd.DataFrame(ts['extents'])\n", + " if 'latest-time' in extents.columns:\n", + " if len(extents) == 1 and (pd.to_datetime(extents['latest-time'].iloc[0]) > start_date):\n", + "\n", + " final_tsids.append(ts['name'])\n", + " if len(extents) > 1:\n", + "\n", + " extents['version-time'] = pd.to_datetime(extents['version-time'])\n", + " extents = extents[extents['version-time'] > start_date]\n", + " if len(extents) > 0:\n", + " num = min([len(extents),5])\n", + " extents_sorted = extents.sort_values(by='version-time',ascending=False)\n", + " extents_tosave = extents_sorted.iloc[0:num]\n", + " for version in extents_tosave['version-time']:\n", + " final_tsids.append(f'{ts[\"name\"]}:{version}')\n", + "ts_ids = pd.DataFrame({'office':office_id,'ts_id':final_tsids}) \n", + "ts_ids = ts_ids.drop_duplicates()\n", + "ts_ids.to_csv(f'data/{office_id}_timeseries_ids.csv')" + ] + }, + { + "cell_type": "markdown", + "id": "b3b85b3f-89f1-4987-a890-0890e9fa7b2f", + "metadata": {}, + "source": [ + "### Grab Timeseries Values for All Timeseries IDS" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "ecae8f73-3ab7-4f04-9226-4325e72ad60a", + "metadata": {}, + "outputs": [], + "source": [ + "ts_ids = pd.read_csv(f'data/{office_id}_timeseries_ids.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "46671d37-b440-4219-9f78-9d4042d95ffd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Elapsed time: 59.33675069999998 seconds\n" + ] + } + ], + "source": [ + "start_time = time.perf_counter()\n", + "multi_ts_melt = cwms.get_multi_timeseries_df(ts_ids=ts_ids['ts_id'],office_id=office_id,melted=True,begin=start_date,end=end_date)\n", + "end_time = time.perf_counter()\n", + "elapsed_time = end_time - start_time\n", + "print(f\"Elapsed time: {elapsed_time} seconds\")\n", + "multi_ts_melt.to_parquet(f'data/{office_id}_timeseries_values_melted.parquet')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "29caaf2f-842e-40d3-9f37-5095512cdd0e", + "metadata": {}, + "outputs": [], + "source": [ + "multi_ts_melt = pd.read_parquet('data/MVP_timeseries_values_melted.parquet')\n", + "apiRoot_dev = \"https://water.dev.cwbi.us/cwms-data/\"" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "163df7d8-6e6a-4612-a022-6af40427f6a8", + "metadata": {}, + "outputs": [ + { + "name": "stdin", + "output_type": "stream", + "text": [ + " ········\n" + ] + } + ], + "source": [ + "from getpass import getpass\n", + "apiKey = getpass()\n", + "apiKey_dev = \"apikey \" + apiKey" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "5a2cef41-20e3-45bd-9de2-4887727b9531", + "metadata": {}, + "outputs": [], + "source": [ + "api = cwms.api.init_session(api_root=apiRoot_dev, api_key=apiKey_dev)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "d2cf42da-f5a0-4915-8a9d-4e139d6a1705", + "metadata": {}, + "outputs": [], + "source": [ + "cwms.store_multi_timeseries_df(ts_data=multi_ts_melt,office_id='MVP')" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "275cdfd7-4f60-4731-bf1f-24f4129876f0", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'start_date' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[10], line 3\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mtime\u001b[39;00m\n\u001b[0;32m 2\u001b[0m start_time \u001b[38;5;241m=\u001b[39m time\u001b[38;5;241m.\u001b[39mperf_counter()\n\u001b[1;32m----> 3\u001b[0m multi_ts_melt_dev \u001b[38;5;241m=\u001b[39m cwms\u001b[38;5;241m.\u001b[39mget_multi_timeseries_df(ts_ids\u001b[38;5;241m=\u001b[39mfinal_tsids,office_id\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mMVP\u001b[39m\u001b[38;5;124m'\u001b[39m,melted\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m,begin\u001b[38;5;241m=\u001b[39m\u001b[43mstart_date\u001b[49m,end\u001b[38;5;241m=\u001b[39mend_date)\n\u001b[0;32m 4\u001b[0m end_time \u001b[38;5;241m=\u001b[39m time\u001b[38;5;241m.\u001b[39mperf_counter()\n\u001b[0;32m 5\u001b[0m elapsed_time \u001b[38;5;241m=\u001b[39m end_time \u001b[38;5;241m-\u001b[39m start_time\n", + "\u001b[1;31mNameError\u001b[0m: name 'start_date' is not defined" + ] + } + ], + "source": [ + "import time\n", + "start_time = time.perf_counter()\n", + "multi_ts_melt_dev = cwms.get_multi_timeseries_df(ts_ids=final_tsids,office_id='MVP',melted=True,begin=start_date,end=end_date)\n", + "end_time = time.perf_counter()\n", + "elapsed_time = end_time - start_time\n", + "print(f\"Elapsed time: {elapsed_time} seconds\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c4dd0de1-9413-41e3-a956-b652865de0ea", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5d408b30-61f1-4e29-9ef4-56be7298431d", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 52, + "id": "584e2089-990c-4387-969a-a0652bb4b681", + "metadata": {}, + "outputs": [], + "source": [ + "unique_tsids = (multi_ts_melt['ts_id'].astype(str) + ':' + multi_ts_melt['version_date'].astype(str)).unique()" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "id": "3ab1f866-ce7f-4a7b-be11-d2351abe4830", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['LockDam_05-TainterGate23.Flow.Inst.15Minutes.0.comp:NaT',\n", + " 'LockDam_05-TainterGate23.Opening.Inst.15Minutes.0.CEMVP-ProjectEntry:NaT',\n", + " 'LockDam_05-TainterGate23.Opening.Inst.~15Minutes.0.CEMVP-ProjectEntry:NaT',\n", + " ..., 'LockDam_02.Temp-Water.Inst.15Minutes.0.merged:NaT',\n", + " 'LockDam_02.Temp-Water.Inst.~1Day.0.Raw-NWS-IEM:NaT',\n", + " 'LockDam_02.Volt.Inst.1Hour.0.CEMVP-GOES-Raw:NaT'], dtype=object)" + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "unique_tsids" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "id": "fcfeb20c-7f10-4847-af78-1fd56d99e40a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'cfs'" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data['units'].iloc[0]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "434965dc-caf8-44ba-a266-e8ca609bcfe4", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ed5b113d-e63a-4a8a-a808-521dd7a09805", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6d26f19f-1319-477c-852b-363f158980c7", + "metadata": {}, + "outputs": [], + "source": [ + "data = multi_ts_melt.query('ts_id' == 'LockDam_05-TainterGate23.Flow.Inst.15Minutes.0.comp' and 'version_date' < 9')" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "4f5afd19-4240-4818-bf2d-68f2119a2d6a", + "metadata": {}, + "outputs": [ + { + "ename": "ValueError", + "evalue": "Index contains duplicate entries, cannot reshape", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[45], line 11\u001b[0m\n\u001b[0;32m 7\u001b[0m multi_ts[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mversion_date\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m (\n\u001b[0;32m 8\u001b[0m multi_ts[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mversion_date\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39mstr[:\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m2\u001b[39m] \u001b[38;5;241m+\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m:\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m+\u001b[39m multi_ts[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mversion_date\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39mstr[\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m2\u001b[39m:]\n\u001b[0;32m 9\u001b[0m )\n\u001b[0;32m 10\u001b[0m multi_ts\u001b[38;5;241m.\u001b[39mfillna({\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mversion_date\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m\"\u001b[39m}, inplace\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[1;32m---> 11\u001b[0m multi_ts_unmelt \u001b[38;5;241m=\u001b[39m \u001b[43mmulti_ts\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mpivot\u001b[49m\u001b[43m(\u001b[49m\u001b[43mindex\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mdate-time\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcolumns\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcols\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvalues\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mvalue\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32mC:\\Soft\\Anaconda3\\envs\\env-cwms\\lib\\site-packages\\pandas\\core\\frame.py:9025\u001b[0m, in \u001b[0;36mDataFrame.pivot\u001b[1;34m(self, columns, index, values)\u001b[0m\n\u001b[0;32m 9018\u001b[0m \u001b[38;5;129m@Substitution\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 9019\u001b[0m \u001b[38;5;129m@Appender\u001b[39m(_shared_docs[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mpivot\u001b[39m\u001b[38;5;124m\"\u001b[39m])\n\u001b[0;32m 9020\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mpivot\u001b[39m(\n\u001b[0;32m 9021\u001b[0m \u001b[38;5;28mself\u001b[39m, \u001b[38;5;241m*\u001b[39m, columns, index\u001b[38;5;241m=\u001b[39mlib\u001b[38;5;241m.\u001b[39mno_default, values\u001b[38;5;241m=\u001b[39mlib\u001b[38;5;241m.\u001b[39mno_default\n\u001b[0;32m 9022\u001b[0m ) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m DataFrame:\n\u001b[0;32m 9023\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mpandas\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcore\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mreshape\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mpivot\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m pivot\n\u001b[1;32m-> 9025\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mpivot\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mindex\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mindex\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcolumns\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcolumns\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvalues\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mvalues\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32mC:\\Soft\\Anaconda3\\envs\\env-cwms\\lib\\site-packages\\pandas\\core\\reshape\\pivot.py:553\u001b[0m, in \u001b[0;36mpivot\u001b[1;34m(data, columns, index, values)\u001b[0m\n\u001b[0;32m 549\u001b[0m indexed \u001b[38;5;241m=\u001b[39m data\u001b[38;5;241m.\u001b[39m_constructor_sliced(data[values]\u001b[38;5;241m.\u001b[39m_values, index\u001b[38;5;241m=\u001b[39mmultiindex)\n\u001b[0;32m 550\u001b[0m \u001b[38;5;66;03m# error: Argument 1 to \"unstack\" of \"DataFrame\" has incompatible type \"Union\u001b[39;00m\n\u001b[0;32m 551\u001b[0m \u001b[38;5;66;03m# [List[Any], ExtensionArray, ndarray[Any, Any], Index, Series]\"; expected\u001b[39;00m\n\u001b[0;32m 552\u001b[0m \u001b[38;5;66;03m# \"Hashable\"\u001b[39;00m\n\u001b[1;32m--> 553\u001b[0m result \u001b[38;5;241m=\u001b[39m \u001b[43mindexed\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43munstack\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcolumns_listlike\u001b[49m\u001b[43m)\u001b[49m \u001b[38;5;66;03m# type: ignore[arg-type]\u001b[39;00m\n\u001b[0;32m 554\u001b[0m result\u001b[38;5;241m.\u001b[39mindex\u001b[38;5;241m.\u001b[39mnames \u001b[38;5;241m=\u001b[39m [\n\u001b[0;32m 555\u001b[0m name \u001b[38;5;28;01mif\u001b[39;00m name \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m lib\u001b[38;5;241m.\u001b[39mno_default \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01mfor\u001b[39;00m name \u001b[38;5;129;01min\u001b[39;00m result\u001b[38;5;241m.\u001b[39mindex\u001b[38;5;241m.\u001b[39mnames\n\u001b[0;32m 556\u001b[0m ]\n\u001b[0;32m 558\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m result\n", + "File \u001b[1;32mC:\\Soft\\Anaconda3\\envs\\env-cwms\\lib\\site-packages\\pandas\\core\\series.py:4455\u001b[0m, in \u001b[0;36mSeries.unstack\u001b[1;34m(self, level, fill_value, sort)\u001b[0m\n\u001b[0;32m 4410\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m 4411\u001b[0m \u001b[38;5;124;03mUnstack, also known as pivot, Series with MultiIndex to produce DataFrame.\u001b[39;00m\n\u001b[0;32m 4412\u001b[0m \n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 4451\u001b[0m \u001b[38;5;124;03mb 2 4\u001b[39;00m\n\u001b[0;32m 4452\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m 4453\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mpandas\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcore\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mreshape\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mreshape\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m unstack\n\u001b[1;32m-> 4455\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43munstack\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mlevel\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfill_value\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msort\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32mC:\\Soft\\Anaconda3\\envs\\env-cwms\\lib\\site-packages\\pandas\\core\\reshape\\reshape.py:494\u001b[0m, in \u001b[0;36munstack\u001b[1;34m(obj, level, fill_value, sort)\u001b[0m\n\u001b[0;32m 490\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(level, (\u001b[38;5;28mtuple\u001b[39m, \u001b[38;5;28mlist\u001b[39m)):\n\u001b[0;32m 491\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(level) \u001b[38;5;241m!=\u001b[39m \u001b[38;5;241m1\u001b[39m:\n\u001b[0;32m 492\u001b[0m \u001b[38;5;66;03m# _unstack_multiple only handles MultiIndexes,\u001b[39;00m\n\u001b[0;32m 493\u001b[0m \u001b[38;5;66;03m# and isn't needed for a single level\u001b[39;00m\n\u001b[1;32m--> 494\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43m_unstack_multiple\u001b[49m\u001b[43m(\u001b[49m\u001b[43mobj\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mlevel\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfill_value\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfill_value\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msort\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msort\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 495\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 496\u001b[0m level \u001b[38;5;241m=\u001b[39m level[\u001b[38;5;241m0\u001b[39m]\n", + "File \u001b[1;32mC:\\Soft\\Anaconda3\\envs\\env-cwms\\lib\\site-packages\\pandas\\core\\reshape\\reshape.py:445\u001b[0m, in \u001b[0;36m_unstack_multiple\u001b[1;34m(data, clocs, fill_value, sort)\u001b[0m\n\u001b[0;32m 442\u001b[0m dummy \u001b[38;5;241m=\u001b[39m data\u001b[38;5;241m.\u001b[39mcopy()\n\u001b[0;32m 443\u001b[0m dummy\u001b[38;5;241m.\u001b[39mindex \u001b[38;5;241m=\u001b[39m dummy_index\n\u001b[1;32m--> 445\u001b[0m unstacked \u001b[38;5;241m=\u001b[39m \u001b[43mdummy\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43munstack\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m__placeholder__\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfill_value\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfill_value\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msort\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msort\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 446\u001b[0m new_levels \u001b[38;5;241m=\u001b[39m clevels\n\u001b[0;32m 447\u001b[0m new_names \u001b[38;5;241m=\u001b[39m cnames\n", + "File \u001b[1;32mC:\\Soft\\Anaconda3\\envs\\env-cwms\\lib\\site-packages\\pandas\\core\\series.py:4455\u001b[0m, in \u001b[0;36mSeries.unstack\u001b[1;34m(self, level, fill_value, sort)\u001b[0m\n\u001b[0;32m 4410\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m 4411\u001b[0m \u001b[38;5;124;03mUnstack, also known as pivot, Series with MultiIndex to produce DataFrame.\u001b[39;00m\n\u001b[0;32m 4412\u001b[0m \n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 4451\u001b[0m \u001b[38;5;124;03mb 2 4\u001b[39;00m\n\u001b[0;32m 4452\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m 4453\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mpandas\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcore\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mreshape\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mreshape\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m unstack\n\u001b[1;32m-> 4455\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43munstack\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mlevel\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfill_value\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msort\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32mC:\\Soft\\Anaconda3\\envs\\env-cwms\\lib\\site-packages\\pandas\\core\\reshape\\reshape.py:517\u001b[0m, in \u001b[0;36munstack\u001b[1;34m(obj, level, fill_value, sort)\u001b[0m\n\u001b[0;32m 515\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m is_1d_only_ea_dtype(obj\u001b[38;5;241m.\u001b[39mdtype):\n\u001b[0;32m 516\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m _unstack_extension_series(obj, level, fill_value, sort\u001b[38;5;241m=\u001b[39msort)\n\u001b[1;32m--> 517\u001b[0m unstacker \u001b[38;5;241m=\u001b[39m \u001b[43m_Unstacker\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 518\u001b[0m \u001b[43m \u001b[49m\u001b[43mobj\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mindex\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mlevel\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mlevel\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mconstructor\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mobj\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_constructor_expanddim\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msort\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msort\u001b[49m\n\u001b[0;32m 519\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 520\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m unstacker\u001b[38;5;241m.\u001b[39mget_result(\n\u001b[0;32m 521\u001b[0m obj\u001b[38;5;241m.\u001b[39m_values, value_columns\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, fill_value\u001b[38;5;241m=\u001b[39mfill_value\n\u001b[0;32m 522\u001b[0m )\n", + "File \u001b[1;32mC:\\Soft\\Anaconda3\\envs\\env-cwms\\lib\\site-packages\\pandas\\core\\reshape\\reshape.py:154\u001b[0m, in \u001b[0;36m_Unstacker.__init__\u001b[1;34m(self, index, level, constructor, sort)\u001b[0m\n\u001b[0;32m 146\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m num_cells \u001b[38;5;241m>\u001b[39m np\u001b[38;5;241m.\u001b[39miinfo(np\u001b[38;5;241m.\u001b[39mint32)\u001b[38;5;241m.\u001b[39mmax:\n\u001b[0;32m 147\u001b[0m warnings\u001b[38;5;241m.\u001b[39mwarn(\n\u001b[0;32m 148\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mThe following operation may generate \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mnum_cells\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m cells \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m 149\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124min the resulting pandas object.\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[0;32m 150\u001b[0m PerformanceWarning,\n\u001b[0;32m 151\u001b[0m stacklevel\u001b[38;5;241m=\u001b[39mfind_stack_level(),\n\u001b[0;32m 152\u001b[0m )\n\u001b[1;32m--> 154\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_make_selectors\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32mC:\\Soft\\Anaconda3\\envs\\env-cwms\\lib\\site-packages\\pandas\\core\\reshape\\reshape.py:210\u001b[0m, in \u001b[0;36m_Unstacker._make_selectors\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 207\u001b[0m mask\u001b[38;5;241m.\u001b[39mput(selector, \u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[0;32m 209\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m mask\u001b[38;5;241m.\u001b[39msum() \u001b[38;5;241m<\u001b[39m \u001b[38;5;28mlen\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mindex):\n\u001b[1;32m--> 210\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mIndex contains duplicate entries, cannot reshape\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 212\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mgroup_index \u001b[38;5;241m=\u001b[39m comp_index\n\u001b[0;32m 213\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmask \u001b[38;5;241m=\u001b[39m mask\n", + "\u001b[1;31mValueError\u001b[0m: Index contains duplicate entries, cannot reshape" + ] + } + ], + "source": [ + "cols = [\"ts_id\", \"units\"]\n", + "if \"version_date\" in multi_ts.columns:\n", + " cols.append(\"version_date\")\n", + " multi_ts[\"version_date\"] = multi_ts[\"version_date\"].dt.strftime(\n", + " \"%Y-%m-%d %H:%M:%S%z\"\n", + " )\n", + " multi_ts[\"version_date\"] = (\n", + " multi_ts[\"version_date\"].str[:-2] + \":\" + multi_ts[\"version_date\"].str[-2:]\n", + " )\n", + " multi_ts.fillna({\"version_date\": \"\"}, inplace=True)\n", + "multi_ts_unmelt = multi_ts.pivot(index=\"date-time\", columns=cols, values=\"value\")" + ] + }, + { + "cell_type": "code", + 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date-timevaluequality-codets_idunits
02025-03-01 00:00:00+00:000.00LockDam_05-TainterGate23.Opening.Inst.15Minute...ft
12025-03-01 00:15:00+00:000.00LockDam_05-TainterGate23.Opening.Inst.15Minute...ft
22025-03-01 00:30:00+00:000.00LockDam_05-TainterGate23.Opening.Inst.15Minute...ft
32025-03-01 00:45:00+00:000.00LockDam_05-TainterGate23.Opening.Inst.15Minute...ft
42025-03-01 01:00:00+00:000.00LockDam_05-TainterGate23.Opening.Inst.15Minute...ft
..................
41293502025-06-06 10:30:00+00:0069.40LockDam_02.Temp-Water.Inst.~1Day.0.Raw-NWS-IEMF
41293512025-06-07 10:00:00+00:0069.30LockDam_02.Temp-Water.Inst.~1Day.0.Raw-NWS-IEMF
41293522025-06-09 10:00:00+00:0067.00LockDam_02.Temp-Water.Inst.~1Day.0.Raw-NWS-IEMF
41293532025-06-11 10:00:00+00:0068.80LockDam_02.Temp-Water.Inst.~1Day.0.Raw-NWS-IEMF
41293542025-06-12 10:00:00+00:0067.60LockDam_02.Temp-Water.Inst.~1Day.0.Raw-NWS-IEMF
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" + ], + "text/plain": [ + " date-time value quality-code \\\n", + "0 2025-03-01 00:00:00+00:00 0.0 0 \n", + "1 2025-03-01 00:15:00+00:00 0.0 0 \n", + "2 2025-03-01 00:30:00+00:00 0.0 0 \n", + "3 2025-03-01 00:45:00+00:00 0.0 0 \n", + "4 2025-03-01 01:00:00+00:00 0.0 0 \n", + "... ... ... ... \n", + "4129350 2025-06-06 10:30:00+00:00 69.4 0 \n", + "4129351 2025-06-07 10:00:00+00:00 69.3 0 \n", + "4129352 2025-06-09 10:00:00+00:00 67.0 0 \n", + "4129353 2025-06-11 10:00:00+00:00 68.8 0 \n", + "4129354 2025-06-12 10:00:00+00:00 67.6 0 \n", + "\n", + " ts_id units \n", + "0 LockDam_05-TainterGate23.Opening.Inst.15Minute... ft \n", + "1 LockDam_05-TainterGate23.Opening.Inst.15Minute... ft \n", + "2 LockDam_05-TainterGate23.Opening.Inst.15Minute... ft \n", + "3 LockDam_05-TainterGate23.Opening.Inst.15Minute... ft \n", + "4 LockDam_05-TainterGate23.Opening.Inst.15Minute... ft \n", + "... ... ... \n", + "4129350 LockDam_02.Temp-Water.Inst.~1Day.0.Raw-NWS-IEM F \n", + "4129351 LockDam_02.Temp-Water.Inst.~1Day.0.Raw-NWS-IEM F \n", + "4129352 LockDam_02.Temp-Water.Inst.~1Day.0.Raw-NWS-IEM F \n", + "4129353 LockDam_02.Temp-Water.Inst.~1Day.0.Raw-NWS-IEM F \n", + "4129354 LockDam_02.Temp-Water.Inst.~1Day.0.Raw-NWS-IEM F \n", + "\n", + "[4129355 rows x 5 columns]" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "\n", + "multi_ts_melt" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1fcf78f9-5007-4440-bd4e-0b08fda5f812", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.4" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/load_data/dev_data_load.ipynb b/load_data/dev_data_load.ipynb new file mode 100644 index 000000000..7837dcb36 --- /dev/null +++ b/load_data/dev_data_load.ipynb @@ -0,0 +1,279 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "fc24b3e1-2a70-436a-a8e3-0bf0e8a9195f", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "import pandas as pd\n", + "from datetime import datetime, timedelta\n", + "import sys\n", + "import cwms\n", + "import numpy as np\n", + "import time" + ] + }, + { + "cell_type": "markdown", + "id": "978352f0-352e-4303-ae23-93838a17e704", + "metadata": {}, + "source": [ + "### Initialize CDA root and key" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bb32f1d3-62a1-447a-b7fe-d0b48f3ccf01", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "office_ids = ['LRL','MVP']\n", + "apiRoot_dev = \"http://localhost:8081/cwms-data/\"\n", + "apiKey_dev = \"apikey testkey12345677\"\n", + "api = cwms.api.init_session(api_root=apiRoot_dev, api_key=apiKey_dev)" + ] + }, + { + "cell_type": "markdown", + "id": "7bd62514-550c-4f3f-a907-52502b10d3ff", + "metadata": {}, + "source": [ + "### Store Locations to Database" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "04001bfd-ef62-4233-a249-cb9cbcba1042", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def default_val(value, default):\n", + " if pd.isna(value) or value == 'Unknown or Not Applicable':\n", + " value = default\n", + " return value\n", + "\n", + "def store_multi_location_df(locations):\n", + " for i,row in locations.iterrows():\n", + " if row['active']:\n", + " loc_json = {\n", + " \"office-id\": row['office'], # required\n", + " \"name\": row['name'], #required\n", + " \"latitude\": float(default_val(row['latitude'],'38.0')), #required\n", + " \"longitude\": float(default_val(row['longitude'],'-85.0')), #required\n", + " \"active\": row['active'], #required\n", + " \"public-name\": default_val(row['public-name'],row['name']),\n", + " \"long-name\": row['long-name'],\n", + " \"description\": row['description'],\n", + " \"timezone-name\": default_val(row['time-zone'],'US/Eastern'), #required\n", + " \"location-type\": row['type'], \n", + " \"location-kind\": row['kind'], #required\n", + " \"nation\": 'US', #required and abbreviated\n", + " #\"state-initial\": row['state'], #Saving state doesn't work.\n", + " #\"county-name\": row['county'],\n", + " \"nearest-city\": row['nearest-city'],\n", + " \"horizontal-datum\": default_val(row['horizontal-datum'],'NAD27'), #required\n", + " #\"published-longitude\": float(row['published-longitude']),\n", + " #\"published-latitude\": float(row['published-latitude']),\n", + " \"vertical-datum\": row['vertical-datum'],\n", + " \"elevation\": float(row['elevation']),\n", + " \"map-label\": row['map-label'],\n", + " \"bounding-office-id\": row['bounding-office'],\n", + " \"elevation-units\": row['unit']\n", + " }\n", + " clean_dict = {k: loc_json[k] for k in loc_json if not pd.isna(loc_json[k])}\n", + " #try:\n", + " cwms.store_location(data = clean_dict)\n", + " #except:\n", + " # print(clean_dict)\n", + " # print('save failed')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d6c56107-9c10-4c52-b8b3-2bf91e1d01ea", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "for office_id in office_ids:\n", + " locations = pd.read_csv(f'data/{office_id}_locations_data.csv')\n", + " store_multi_location_df(locations)" + ] + }, + { + "cell_type": "markdown", + "id": "ec280dcb-a4e3-4a58-af91-c16aa1d88441", + "metadata": {}, + "source": [ + "#### Check if Locations are present" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "48b25256-f248-4247-ae03-f86e3b961584", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "location_check = cwms.get_locations_catalog(office_id='LRL').df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b9130c6f-b28c-4fba-be63-d9500787664b", + "metadata": {}, + "outputs": [], + "source": [ + "location_check" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2b1c2c8a-ff32-4087-a690-6ae32c0ff8f1", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "location_check = cwms.get_locations_catalog(office_id='MVP').df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "41aac268-fbec-490f-aaa1-471d975fcd43", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "location_check" + ] + }, + { + "cell_type": "markdown", + "id": "105169d5-4216-4429-8ffc-a356a0aa99a9", + "metadata": {}, + "source": [ + "### Store Timeseries Values To Database" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9e3e0a05-ef0e-450d-8b10-d5f8a8948463", + "metadata": {}, + "outputs": [], + "source": [ + "for office_id in office_ids:\n", + " print(f'importing timeseries for {office_id}')\n", + " ts_ids = pd.read_csv(f'data/{office_id}_timeseries_ids_used.csv')\n", + " multi_ts_melt = pd.read_parquet(f'data/{office_id}_timeseries_values_melted.parquet')\n", + " multi_ts_melt = multi_ts_melt.dropna(subset=['value'])\n", + " multi_ts_melt_used = multi_ts_melt[multi_ts_melt['ts_id'].isin(ts_ids['ts_id'])]\n", + " cwms.store_multi_timeseries_df(data=multi_ts_melt_used,office_id=office_id,max_workers=10)" + ] + }, + { + "cell_type": "markdown", + "id": "631f8aee-aa70-41cf-bfaf-d75f36b7d95b", + "metadata": {}, + "source": [ + "#### Check Timeseries Values" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1d0da1e2-9b1c-4655-aa8f-b377181b4508", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "ts_ids = cwms.get_timeseries_catalog(office_id='MVP',timeseries_group_like=None,page_size=10000,include_extents=True).df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f3b50dd7-c0dd-4d1c-8a94-9adf904f93b0", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "ts_ids" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "fcf0c940-97e9-48e9-9fd1-e73d92b86c0f", + "metadata": {}, + "outputs": [], + "source": [ + "start_date = pd.to_datetime('03/01/2025').tz_localize('UTC')\n", + "end_date = pd.to_datetime('06/13/2025').tz_localize('UTC')\n", + "data = cwms.get_timeseries(ts_id='ZUMM5.Stage.Inst.~15Minutes.0.rev-USGS',office_id='MVP',begin=start_date,end=end_date)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "57cdb085-a27a-4814-b834-827728474f0e", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "data.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8926cbfa-6029-415f-bc13-29c9c4a3bb21", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.4" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/load_data/test.csv b/load_data/test.csv new file mode 100644 index 000000000..8734fe9ef --- /dev/null +++ b/load_data/test.csv @@ -0,0 +1,1241 @@ +,office,name,units,interval,interval-offset,time-zone,extents +0,MVP,ABRN8.Flow-Local.Inst.6Hours.0.Fcst-NCRFC-CHIPS,cms,6Hours,0,US/Central,"[{'earliest-time': '2025-05-25T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-06T01:11:00Z', 'last-update': '2025-06-16T18:43:16.063259Z'}, {'earliest-time': '2025-05-26T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-07T01:11:00Z', 'last-update': '2025-06-16T18:43:17.081731Z'}, {'earliest-time': '2025-05-27T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-08T01:11:00Z', 'last-update': '2025-06-16T18:43:16.0351Z'}, {'earliest-time': '2025-05-29T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-11T01:11:00Z', 'last-update': '2025-06-16T18:43:15.841988Z'}, {'earliest-time': '2025-05-29T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-12T01:11:00Z', 'last-update': '2025-06-16T18:43:14.655117Z'}]" +1,MVP,ABRN8.Flow-Local.Inst.6Hours.0.Fcst-NCRFC-CHIPS-Auto,cms,6Hours,0,US/Central,"[{'earliest-time': '2025-03-01T00:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'last-update': '2025-06-16T18:43:17.12Z'}]" +2,MVP,ABRN8.Flow-Local.Inst.6Hours.0.Fcst-NCRFC-CHIPS-CRF,cms,6Hours,0,US/Central,"[{'earliest-time': '2025-03-01T00:00:00Z', 'latest-time': '2025-03-18T12:00:00Z', 'last-update': '2025-06-16T18:43:16.174Z'}]" +3,MVP,ABRN8.Flow.Ave.1Day.1Day.rev-USGS,cms,1Day,300,US/Central,"[{'earliest-time': '2025-03-01T05:00:00Z', 'latest-time': '2025-05-22T05:00:00Z', 'last-update': '2025-06-16T18:43:17.214247Z'}]" +4,MVP,ABRN8.Flow.Inst.6Hours.0.Fcst-NCRFC-CHIPS,cms,6Hours,0,US/Central,"[{'earliest-time': '2025-05-25T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-06T01:11:00Z', 'last-update': '2025-06-16T18:43:18.586Z'}, {'earliest-time': '2025-05-26T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-07T01:11:00Z', 'last-update': '2025-06-16T18:43:18.351288Z'}, {'earliest-time': '2025-05-27T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-08T01:11:00Z', 'last-update': '2025-06-16T18:43:19.609036Z'}, {'earliest-time': '2025-05-29T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-11T01:11:00Z', 'last-update': '2025-06-16T18:43:18.338475Z'}, {'earliest-time': '2025-05-29T12:00:00Z', 'latest-time': '2025-06-13T00:00:00Z', 'version-time': '2025-06-12T01:11:00Z', 'last-update': 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