ECMWFCode4Earth / ml_floodLinks
Machine learning to predict floods
☆69Updated 5 years ago
Alternatives and similar repositories for ml_flood
Users that are interested in ml_flood are comparing it to the libraries listed below
Sorting:
- Machine learning to better predict and understand drought. Moving github.com/ml-clim☆93Updated 3 years ago
- Example notebook, showing how to use LSTMs for rainfall-runoff modeling☆71Updated 3 years ago
- ☆47Updated 10 months ago
- A python jupyter notebook with a GUI using ipywidgets and the geemap python package for interactive surface water mapping using Google Ea…☆34Updated 4 months ago
- ☆22Updated 4 years ago
- Reconstruction of surface water dynamics in global reservoirs☆52Updated 2 years ago
- Climate Data Science and Earth Observation with Python.☆134Updated 5 years ago
- A collection of bias correction techniques written in Python - for climate sciences.☆77Updated last week
- ☆43Updated 2 years ago
- Deep learning for climate modeling.☆43Updated 6 years ago
- A Python package for Earth forecasting transformer☆90Updated last year
- From Sentinel 2 TOA reflectance to LAI☆21Updated 5 years ago
- An introduction to netcdf files in R, python, and matlab☆31Updated 9 years ago
- Discover the ECMWF Code for Earth 2023 challenges☆54Updated 2 years ago
- A community-driven effort to make examples, user-defined processes and code snippets available in a single place.☆60Updated 2 months ago
- Environmental Spatial Data Analysis☆63Updated last month
- Workshop materials for EGU General Assembly 2021 sessions Spatio-temporal trend analysis of spatial climate data (temperature and rainfal…☆25Updated 2 years ago
- Fast and accurate calculations for applications in atmospheric science☆18Updated last month
- Forecasting wildfire danger using deep learning.☆56Updated 3 years ago
- Deep Learning Models for Wildfire Danger Forecasting☆78Updated 3 years ago
- Jupyter notebooks for WRF-Hydro trainings☆56Updated 7 months ago
- Functions and Python scripts to ingest ERA5 data into Google Earth Engine☆89Updated 4 years ago
- Forest Fire Danger - Calculation of indices for forest fire risk assessment in weather and climate data☆35Updated 11 months ago
- Python Package for Empirical Statistical Downscaling. pyESD is under active development and all colaborators are welcomed. The purpose of…☆59Updated 11 months ago
- ☆14Updated 5 years ago
- A High-Performance Data Science Toolkit for the Earth Sciences☆68Updated last year
- The Flood Modeller Python API is a free and open-source python package which provides a bridge between Flood Modeller and the python prog…☆39Updated 3 weeks ago
- Python package for downloading ECMWF reanalysis data and converting it into a time series format.☆43Updated 3 weeks ago
- 12 baseflow separation methods with automatic parameter calibration☆34Updated 9 months ago
- Downscaling Oceanographic Satellite Data with Convolutional Neural Networks☆22Updated 5 years ago