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 Storms - Last synced: 25 Mar 2026 - Ranking: 13.1
FuelDeep3D
Provides tools for processing, feature extraction, and classification of 3D forest point clouds for fuel assessment application.
deep-learning forestry fuels geospatial lidar lidr point-cloud pytorch r remote-sensing reticulate rgl segmentation
Biosphere - Forest Remote Sensing - Last synced: 26 Mar 2026 - Ranking: 9.1
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 Mar 2026 - Ranking: 6.1
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: 25 Mar 2026 - Ranking: 6.1
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 Mar 2026 - Ranking: 5.4
