Machine learning to better predict and understand drought. Moving github.com/ml-clim
☆93May 18, 2022Updated 3 years ago
Alternatives and similar repositories for ml_drought
Users that are interested in ml_drought are comparing it to the libraries listed below
Sorting:
- Have a look at the challenges proposed for the 2019 edition of ECMWF's Summer of Weather Code.☆45May 30, 2019Updated 6 years ago
- A python course intended to provide a thorough grounding for those working in the earth sciences☆37Oct 27, 2017Updated 8 years ago
- ECMWF Summer of Weather Code 2020 challenges☆49May 3, 2021Updated 4 years ago
- Model to calculate various drought indices from precipitation/temperature data☆12Feb 24, 2021Updated 5 years ago
- a collection of remote climate data accessed via intake cached to disk☆19Feb 23, 2026Updated last week
- An open, reproducible and transferable workflow to assess and anticipate climate extremes beyond the observed record☆18Apr 1, 2024Updated last year
- CMIP6 climate data extraction and treatment by multi-polygon shapefile using ESGF NetCDF and WORLDCLIM datasets☆11Sep 25, 2021Updated 4 years ago
- IMPROVER is a library of algorithms for meteorological post-processing.☆121Updated this week
- Precipitation-based indices are generally considered as the simplest indices because they are calculated solely based on long-term rainfa…☆37Jul 30, 2022Updated 3 years ago
- Weather parameter post processing tool☆30Feb 19, 2026Updated last week
- 🌍🌏🌎 A succinct toolset for analyzing climate data. This project is a work-in-progress.☆28Oct 16, 2025Updated 4 months ago
- GOES-16 Convective Initiation Benchmark☆18Jun 29, 2022Updated 3 years ago
- Visualizing data to better monitor issues around food security☆14Nov 28, 2024Updated last year
- Code used to identify and analyze drought clusters from gridded data.☆25Aug 21, 2022Updated 3 years ago
- Forecasting of forest drought impacts in Switzerland from satellite imagery, weather reanalysis and remote sensing data. Pixel-wise forec…☆15Sep 14, 2023Updated 2 years ago
- Statistical tests on xarray objects☆14Nov 24, 2025Updated 3 months ago
- Climate Simulation Operations☆24Jan 15, 2026Updated last month
- Download, process and plot data from the ICON global model used at DWD☆25Mar 8, 2023Updated 2 years ago
- Graphical tool for creating verification plots of weather forecasts☆100Feb 23, 2026Updated last week
- Notes and practicals for my "Physics of the Climate System" lecture☆29Aug 13, 2024Updated last year
- A way to manage forecast Xarray datasets using datatrees☆16Oct 31, 2023Updated 2 years ago
- Using optical flow & machine learning to predict PV yield☆53Oct 12, 2022Updated 3 years ago
- 🌀❄️🌩️ This repository contains some examples for creating 2d and 3d weather plots using matplotlib and cartopy libraries in python3.☆35Nov 19, 2021Updated 4 years ago
- Examples of analysis of CMIP6 data using xarray and dask☆53Dec 13, 2019Updated 6 years ago
- ☆46Jun 11, 2022Updated 3 years ago
- Fast domain-aware neural network emulation of a planetary boundary layer parameterization in a numerical weather forecast model☆11Mar 26, 2019Updated 6 years ago
- Course repository for "Machine Learning for Earth and Environmental Sciences" (UNIL, FGSE, Fall 2022)☆14Oct 9, 2024Updated last year
- Community Atmospheric Model Post-Processing System☆10Apr 23, 2021Updated 4 years ago
- ☆13Mar 28, 2022Updated 3 years ago
- Spectral endmembers and unmixing tools for satellite land cover mapping.☆25Sep 10, 2023Updated 2 years ago
- A Machine Learning Pipeline to Predict Vegetation Health☆31Apr 21, 2020Updated 5 years ago
- Pangeo Cloud Datastore☆52May 16, 2022Updated 3 years ago
- run theory to characterize drought indices☆22Apr 18, 2021Updated 4 years ago
- Tutorial on building and using effective colormaps in climate science☆35Feb 5, 2020Updated 6 years ago
- Drought analysis with Google Earth Engine. (Compare SPEI with NDVI anomalies)☆51Oct 30, 2019Updated 6 years ago
- Course materials for EDS 220 "Remote Sensing and Environmental Data", at the University of California, Santa Barbara, offered in Fall 202…☆12Nov 17, 2021Updated 4 years ago
- Scripts for benchmarking performance of Zarr and HDF5 in different contexts☆11Feb 21, 2019Updated 7 years ago
- Maximum Covariance Analysis in xarray for Climate Science☆70Dec 27, 2022Updated 3 years ago
- ☆26Jun 23, 2025Updated 8 months ago