Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.
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Aug 6, 2026 - Python
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era5
Here are 95 public repositories matching this topic...
atlite: A Lightweight Python Package for Calculating Renewable Power Potentials and Time Series
python csp energy gis solar wind energy-system pv renewable-energy potentials reanalysis energy-systems heat-pump renewable-timeseries era5 dynamic-line-rating
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Aug 13, 2026 - Python
A large compression model for weather and climate data, which compresses a 400+ TB ERA5 dataset into a new 0.8 TB CRA5 dataset.
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Oct 19, 2024 - Python
Functions and Python scripts to ingest ERA5 data into Google Earth Engine
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Jul 26, 2021 - Python
TopoPyScale: a Python library to perform simplistic climate downscaling at the hillslope scale
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Jul 2, 2026 - Python
Remote Sensing data - Earth observation data
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Aug 23, 2026 - Python
A super lightweight Lagrangian model for calculating millions of trajectories using ERA5 data
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Aug 18, 2025 - Python
Python package for downloading ECMWF reanalysis data and converting it into a time series format.
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Aug 5, 2026 - Python
Benchmarking tools for applying AI/ML to data assimilation
machine-learning recurrent-neural-networks artificial-intelligence predictive-modeling data-assimilation forecasting-models lorenz-attractor training-data era5 data-assimilation-enkf 4d-var quasi-geostrophic
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Aug 18, 2026 - Python
Open source software for predicting solar high altitude balloon (SHAB) trajectories
weather simulation solar netcdf4 gfs predictor trajectory-prediction high-altitude-balloon era5 shab
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Jun 17, 2026 - Python
This Python script automates the retrieval and visualization of tropospheric NO2 data from Sentinel-5P satellite's TROPOMI instrument, enabling efficient monitoring of atmospheric pollution patterns through automated data processing and visualization.
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Jun 26, 2026 - Python
Code for building CanadaFireSat
weather satellite canada remote-sensing modis earth-observation sentinel-2 earth-engine era5 wildfire-forecasting
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Jul 5, 2026 - Python
Concurrent CDS API downloader with a textual TUI, script mode, and Python library interface.
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Aug 1, 2026 - Python
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.
python snap satellite recurrent-neural-networks remote-sensing lstm gru water-quality satellite-imagery water cdec google-earth-engine bayesian-optimization hybrid-model long-short-term-memory evaporation sentinel-2 gated-recurrent-units era5 water-engineering
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Aug 17, 2026 - Python
RL-HAB is an open-source high altitude balloon (HAB) reinforcement learning simulation environment for training autonomous HAB agents.
reinforcement-learning simulation gfs climatology high-altitude-balloon gym-environment optuna era5 stable-baselines3
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Aug 10, 2026 - Python
[ DPhil project ] Extreme value theory and GANs to generate compound coastal hazards (wind speed + sea level pressure) from ERA5 reanalysis data over the Bay of Bengal. In development...
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Apr 7, 2026 - Python
Main repo tracking/including early CANARI-ML work
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Oct 20, 2025 - Python
This repository is the reproducible code of the paper Data Assimilation using ERA5, ASOS, and the U-STN model for Weather Forecasting over the UK. This paper has been accepted in the NeurIPS 2023 Workshop: Tackling Climate Change with Machine Learning.
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Feb 6, 2024 - Python
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