Projects in Awesome Lists tagged with era5

https://github.com/pypsa/atlite

atlite: A Lightweight Python Package for Calculating Renewable Power Potentials and Time Series

csp dynamic-line-rating energy energy-system energy-systems era5 gis heat-pump potentials pv python reanalysis renewable-energy renewable-timeseries solar wind

Last synced: 15 May 2025

https://github.com/google-research/arco-era5

Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.

cloud-optimized ecmwf era5 open-science zarr

Last synced: 16 May 2025

https://github.com/PyPSA/atlite

Atlite: A Lightweight Python Package for Calculating Renewable Power Potentials and Time Series

csp dynamic-line-rating energy energy-system energy-systems era5 gis heat-pump potentials pv python reanalysis renewable-energy renewable-timeseries solar wind

Last synced: 04 Apr 2025

https://github.com/jwagemann/era5_in_gee

Functions and Python scripts to ingest ERA5 data into Google Earth Engine

climate-data copernicus era5 gdal google-cloud-platform googleearthengine netcdf reanalysis

Last synced: 01 Mar 2026

https://github.com/anikfal/PostWRF

Visualization and postprocessing of the WRF and ERA5 data

atmospheric-science data-visualization era5 ncl postprocessing rttov visualization weather wrf

Last synced: 20 Jul 2025

https://github.com/ArcticSnow/TopoPyScale

TopoPyScale: a Python library to perform simplistic climate downscaling at the hillslope scale

climate climate-science clustering dem downscaling era5 geoscience joss science timeseries xarray

Last synced: 20 Jul 2025

https://github.com/lzhenn/easy-era5-trck

A super lightweight Lagrangian model for calculating millions of trajectories using ERA5 data

era5 lagrangian multiprocessing python trajectory

Last synced: 07 May 2025

https://github.com/TUW-GEO/ecmwf_models

Python package for downloading ECMWF reanalysis data and converting it into a time series format.

climers earth-science ecmwf era5 geo modelling python remote-sensing

Last synced: 01 Apr 2025

https://github.com/geopressure/geopressurer

Global positioning by atmospheric pressure

bird datalogger era5 geolocator migration pressure-sensor r windspeed

Last synced: 03 May 2026

https://github.com/rafnuss/geopressurer

Global positioning by atmospheric pressure

bird datalogger era5 geolocator migration pressure-sensor r tracker windspeed

Last synced: 02 May 2025

https://github.com/Rafnuss/GeoPressureR

Global positioning by atmospheric pressure

bird datalogger era5 geolocator migration pressure-sensor r tracker windspeed

Last synced: 07 May 2025

https://github.com/farzadasgari/evap

Lake surface water evaporation modeling using remote-sensed water quality parameters (CHL, CDOM, TSM, temperature) and Bayesian-optimized LSTM/GRU hybrids validated against Penman-FAO.

bayesian-optimization cdec era5 evaporation gated-recurrent-units google-earth-engine gru hybrid-model long-short-term-memory lstm python recurrent-neural-networks remote-sensing satellite satellite-imagery sentinel-2 snap water water-engineering water-quality

Last synced: 30 May 2026

https://github.com/alberto-paparella/nrr95p

A dataset containing information about daily standardised precipitation exceeding fixed percentiles (95) for Europe based on ERA5 Extreme precipitation risk indicators for Europe and European cities from 1950 to 2019.

dataset era5 nrr95p

Last synced: 24 Jun 2026

https://github.com/arcticsnow/climatepy

Collection of tools to perform timeseries analysis on climate data (Observation and Downscaled)

climate data era5 meteorological-data noaa-data pandas timeseries weather wmo xarray

Last synced: 05 Feb 2026

https://github.com/rafnuss/geopressureapi

JSON API to compute mismatch of pressure timeseries with ERA-5 on Google Earth Engine.

atmospheric-pressure era5 geolocator geospatial google-earth-engine remote-sensing

Last synced: 01 Mar 2025

https://github.com/bhavyemathur/wind-prediction-merra2

Using Machine Learning & Fourier Regression to model atmospheric wind, temperature, and pressure in MERRA-2 and ERA-5

era5 fourier-analysis low-dimensional-features machine-learning merra-2 neural-networks

Last synced: 13 Jul 2025

https://github.com/perone/rs-climate-lab

A project focused on climate data and tooling for Rio Grande do Sul in Brazil.

climate-data climate-science ecmwf-reanalysis-data era5 flooding machine-learning

Last synced: 22 Jan 2026

https://github.com/guzz-labs/epwforge-mcp

MCP server for EPWForge — generate, morph, and download EPW weather files (TMYx, AMY, CMIP6 future scenarios) for EnergyPlus, OpenStudio, IES VE, and eQUEST. For AI agents.

ai-agent amy building-energy-simulation claude climate-deltas cmip6 energy-modeling energyplus epw equest era5 future-weather ies-ve mcp mcp-server model-context-protocol openstudio tmyx weather-file weather-morphing