pySTEPS
An open-source and community-driven Python library for probabilistic precipitation nowcasting, i.e. short-term ensemble prediction systems.
advection ensemble-prediction forecast-verification hydrology nowcasting optical-flow precipitation rainfall rainfall-prediction stochastic-processes weather weather-radar
Natural Resources - Water Supply and Quality - Last synced: 26 Apr 2025 - Ranking: 18.2
getCRUCLdata
Provides functions that automate importing CRU CL v. 2.0 climatology data into R.
climate-data cru cru-cl2 data-access diurnal-temperature elevation frost peer-reviewed r r-package rainfall relative-humidity rstats solar-radiation temperature wind
Climate Change - Climate Data Processing and Analysis - Last synced: 26 Apr 2025 - Ranking: 15.6
GPM-API
Provides an easy-to-use python interface to download, read, process and visualize most of the products of the Global Precipitation Measurement Mission (GPM) data archive.
analysis-ready-data earth-observation eumetsat gpm jaxa nasa noaa open-data passive-microwave precipitation python radar rainfall reflectivity remote-sensing reproducible-research satellite-data snowfall trmm xarray
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 26 Apr 2025 - Ranking: 12.7
Intensity duration frequency analysis
Reads the measurement data of the rainfall and calculates the distribution of the rainfall as a function of the return period and the duration for duration steps up to 12 hours.
analysis design-rainfall duration duration-steps dwa dwa-a-531 dwd heavy-rain idf intensity-duration-frequency kostra measurement-data precipitation python rainfall return-period
Climate Change - Natural Hazard and Storm - Last synced: 26 Apr 2025 - Ranking: 12.7
weatherOz
Aims to facilitate access and download weather and climate data for Australia from Australian data sources.
api-client australia climate data r rainfall rstats weather weather-api weather-forecast
Climate Change - Climate Data Processing and Analysis - Last synced: 26 Apr 2025 - Ranking: 11.8