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CHIME parametric performance model

This repo hosts a lightweight, shareable model of the instrument performance of CHIME, the Copernicus Hyperspectral Imaging Mission for the Environment. It is a reference implementation of the SPIE paper "CHIME System Performance at Critical Design Review: A parametric model for end-to-end simulation analysis" (Fernandez Nunez et al., ESA-ESTEC / OHB System AG / ESA-ESRIN).

The model aims to support Sentinel User Preparation studies and similar initiatives that require knowledge of the CHIME performance beyond the system requirements and need to generate its own datasets

The model inputs oversampled TOA radiance and outpus CHIME like L1 data. As such it can be integrated in third party simulators that generate oversampled TOA radiance or be used within the proposed mini E2E reference implementation

It is not a replacement for dedicated E2E simulators like CHIME OPSI or CHEES nor industrial verification tools, nor a rigorous per-pixel uncertainty propagation (CHIME ships that separately), and not an orbit or direct-location framework.

Status

**Currently under development. Only parametric model has been committed

Still to come: A full mini E2E reference implementation including scene generation, atmospheric propagation and correction

Roadmap: -Oct 2026 First formal issue including full E2E implementation -Nov 2026 Iterations as part of SUP workshop in ESRIN -Updates and maintenance throughout Phase D -End of 2028 Update of Instrument modelling after Instrument level TVAC Characterisation

Install

python -m venv .venv && source .venv/bin/activate
pip install -e ".[dev]"

Use

All data is stored in the folder data and loaded into an Instrument instance

Run example.ipynb for further details

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