Welcome to ISOFIT 3x. This is a major update to the ISOFIT codebase, and is not backwards compatible with ISOFIT 2x.
To view the previous version of ISOFIT, please see dev_2x <https://github.com/isofit/isofit/tree/dev_2x>__. Updates
and performance enhancements are still underway, but testing and feedback are encouraged! A list of new 3x features is
compiled below.
ISOFIT contains a set of routines and utilities for fitting surface, atmosphere and instrument models to imaging spectrometer data. It is written primarily in Python, with JSON format configuration files and some dependencies on widely-available numerical and scientific libraries such as scipy, numpy, and scikit-learn. It is designed for maximum flexibility, so that users can swap in and evaluate model components based on different radiative transfer models (RTMs) and various statistical descriptions of surface, instrument, and atmosphere. It can run on individual radiance spectra in text format, or imaging spectrometer data cubes.
Please check the documentation_ for installation and usage instructions and in depth information.
There are three main branches:
main <https://github.com/isofit/isofit/tree/main>__ (in-line with the current release)
dev <https://github.com/isofit/isofit/tree/dev>__ (for activate development of ISOFIT 3x)
dev_2x <https://github.com/isofit/isofit/tree/dev_2x>__ (archived version of ISOFIT 2x)
Information on how to cite the ISOFIT Python package can be found in the
CITATION <https://github.com/isofit/isofit/blob/dev/CITATION.cff>__ file.
Free software: Apache License v2
All images contained in any (sub-)directory of this repository are licensed under the CC0 license which can be found
here <https://creativecommons.org/publicdomain/zero/1.0/legalcode.txt>__.
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.. _documentation: https://isofit.readthedocs.io/en/latest/index.html
FAQs
Imaging Spectrometer Optimal FITting
We found that isofit demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 3 open source maintainers collaborating on the project.
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