JavaScript version of useful Google Earth Engine scripts and examples

Imaging Spectrometer Optimal FITting (ISOFIT) contains a set of routines and utilities for fitting surface, atmosphere and instrument models to imaging spectrometer data.

Compilation of high-profile real-world examples of failed machine learning projects

Land use classification or Landform delineation on remote sensing images. Specifically, this repo is to delineate landforms due to the thawing of ice-rich permafrost using Deep Learning.

A DEM toolkit for rapid simulation & quantitative analysis of granular systems

PyGMTSAR (Python InSAR): Powerful and Accessible Satellite Interferometry

[IEEE GRSS DFC 2025 Track II] BRIGHT: A globally distributed multimodal VHR dataset for all-weather disaster response

21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

All Algorithms implemented in Python

Curated list of awesome colour science resources 😎

Remote Sensing Foundation Models

Foundation Models fine-tuning tutorial at 2024 GFM workshop @ DLR (Munich)

Awesome-LLM: a curated list of Large Language Model

A Spatio-temporal Framework for Soil Property Prediction with Digital Soil Mapping (DSM)

Tutorials and content created by Earth Engine users, for Earth Engine users

Hackweek JupyterBook

Set of matlab based tools for topographic analysis, built on top of TopoToolbox.

Graph Machine Learning course, Xavier Bresson, 2023

Tree Counting, Crown Segmentation and Height Prediction at Scale

https://meetingorganizer.copernicus.org/EGU24/session/49443

Python Data Science Handbook: full text in Jupyter Notebooks

3D Forest INventory

This repository provides Python Jupyter notebook examples to help users work with VSWIR and TIR data from the EMIT and ECOSTRESS missions.

Integrated Methane Inversion workflow repository.

Marine ecosystem observations and models

ICESat-2 Hackweek 2023 tutorials and event website

Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and Xarray

Efficient Python Tricks and Tools for Data Scientists