HydroPML / FloodCastBenchLinks
https://www.nature.com/articles/s41597-025-04725-2
☆20Updated last month
Alternatives and similar repositories for FloodCastBench
Users that are interested in FloodCastBench are comparing it to the libraries listed below
Sorting:
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆30Updated last year
- Intended for an AMLD 2024 workshop.☆22Updated last year
- A Python package for Earth forecasting transformer☆86Updated last year
- Reservoir Assessment Tool☆26Updated 2 weeks ago
- Large-scale flood modeling and forecasting with FloodCast (https://doi.org/10.1016/j.watres.2024.122162)☆35Updated last year
- Global high-resolution hydrologic modeling with 2.94 million river reaches (~90 m DEM)☆21Updated 2 years ago
- A python jupyter notebook with a GUI using ipywidgets and the geemap python package for interactive surface water mapping using Google Ea…☆34Updated last week
- Spectral endmembers and unmixing tools for satellite land cover mapping.☆24Updated last year
- Delineating watershed basins and computing attribute statistics using Google Earth Engine☆35Updated last week
- Python version of some usefuly Google Earth Engine utilities (migrated from /users/gena/packages JavaScript)☆29Updated last month
- Reconstruction of surface water dynamics in global reservoirs☆52Updated 2 years ago
- Downscaling Oceanographic Satellite Data with Convolutional Neural Networks☆22Updated 5 years ago
- Forest Fire Danger - Calculation of indices for forest fire risk assessment in weather and climate data☆31Updated 6 months ago
- ☆41Updated 2 years ago
- Deploy Tensorflow models to Google Cloud Platform for automating predictions on Earth Engine imagery☆23Updated 2 years ago
- A Google Earth Engine API (interactive dashboard) for satellite-based global climate hazard analysis (urban heat, landcover changes, etc)…☆48Updated 2 years ago
- From Sentinel 2 TOA reflectance to LAI☆21Updated 4 years ago
- Code for ML model for global irrigation☆16Updated 4 years ago
- Conformal prediction for Google Earth Engine☆19Updated last month
- A CNN for remotely sensed imagery, with emphasis on the IO pipeline to construct and apply the model.☆26Updated 4 years ago
- A fast way to retrieve water surface area time-series from Sentinel-2 and Landsat in GEE☆28Updated 8 months ago
- Interactive Code Editor-style reprs for Earth Engine objects in a Jupyter notebook☆34Updated 4 months ago
- This repository hosts the Jupyter notebooks developed for the lecture on 'Analysis of Big Earth Data with Jupyter notebooks' during the O…☆15Updated last year
- Scikit-learn applied to mapping and spatial prediction☆39Updated last month
- NOTE: this book is no longer maintained. Please go to 'Cloud-native geospatial data cube workflows,' linked below, instead.☆17Updated 5 months ago
- A ninja python package that unifies the Google Earth Engine ecosystem.☆63Updated last week
- Flood mapping program based on high-resolution terrain analyses☆40Updated last year
- Notes and practicals for my "Physics of the Climate System" lecture☆28Updated last year
- The repo contains the source code, notebooks, and technical resources that assist students to read the book Artificial Intelligence in Ea…☆24Updated last year
- ☆19Updated 3 months ago