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Multi-seasonal remote sensing analysis suite with machine learning classification using Google Earth Engine

copied from cf-post-staging / ndvi2gif

Installers

  • noarch v0.6.0
  • osx-64 v0.0.4
  • linux-64 v0.0.4
  • win-64 v0.0.4

conda install

To install this package run one of the following:
conda install conda-forge::ndvi2gif

Description

NDVI2GIF is a comprehensive Python library for multi-seasonal remote sensing analysis using Google Earth Engine. This version adds complete land cover classification capabilities with supervised and unsupervised algorithms, enhanced export features to Google Drive and Earth Engine Assets, and comprehensive documentation coverage.

Features include seasonal composites for 40+ vegetation indices, SAR preprocessing with Sentinel-1 ARD processor, time series analysis with phenological metrics, 15+ classification algorithms including Random Forest and SVM, and advanced export capabilities for research workflows.


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