A curated list of open technology projects to sustain a stable climate, energy supply, biodiversity and natural resources.

Hagelslag

An object-based severe storm forecasting system that utilizing image processing and machine learning tools to derive calibrated probabilities of severe hazards from convection-allowing numerical weather prediction model output.

geojson hail hrrr machine-learning mrms netcdf performance performance-diagram python reliability segmentation storms tracking verification weather zarr

Climate Change - Natural Hazard and Storm - Last synced: 26 Apr 2025 - Ranking: 12.9

S4A

A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning.

crop-classification deep-learning segmentation sentinel-2

Consumption - Agriculture and Nutrition - Last synced: 26 Apr 2025 - Ranking: 5.7

Restor Foundation Tree Crown Delineation Pipeline

A powerful and easy-to-use pipeline for detecting individual trees and tree canopy in aerial images.

conservation ecology forest segmentation tree tree-mapping

Biosphere - Forest Remote Sensing - Last synced: 26 Apr 2025 - Ranking: 5.3

3D Forest

Visualization, processing and analysis of Lidar point clouds, mainly focused on forest environment.

3d classification cpp cross-platform data-analysis desktop-application editor forest gui interactive-visualization las laser-scanning lidar opengl plugins point-cloud qt scientific-computing segmentation tree

Biosphere - Forest Remote Sensing - Last synced: 26 Apr 2025 - Ranking: 5.3