Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.
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Dec 2, 2025 - Python
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era5
Here are 75 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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Nov 1, 2025 - Python
Functions and Python scripts to ingest ERA5 data into Google Earth Engine
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Jul 26, 2021 - 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
Visualization and postprocessing of the WRF and ERA5 data
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Nov 3, 2025 - NCL
TopoPyScale: a Python library to perform simplistic climate downscaling at the hillslope scale
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Nov 12, 2025 - Python
Python package for downloading ECMWF reanalysis data and converting it into a time series format.
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Dec 15, 2025 - Python
A super lightweight Lagrangian model for calculating millions of trajectories using ERA5 data
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Aug 18, 2025 - 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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Jun 6, 2025 - 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 18, 2025 - Python
An ERA5-based hourly global pressure, temperature, and relative humidity model
temperature pressure atmospheric-modelling gnss humidity-values relative-humidity era5 pressure-model temperature-model atmospheric-delay weighted-mean-temperature hgpt-model zenith-tropospheric-delay total-tropospheric-delay
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Feb 14, 2022 - Fortran
Download any data from https://cds.climate.copernicus.eu/datasets faster using parallel processing. Climate Data Store/ Copernicus website/ Climate change service dataset. This article introduces a parallelized Python workflow that allows you to download ERA5 data significantly faster and HPC-compatible.
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Dec 21, 2025 - Jupyter Notebook
Global positioning by atmospheric pressure
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Dec 23, 2025 - R
Student project - Soil Moisture Dynamics Forecasting Supported with Neural Networsks
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Jun 29, 2022 - Jupyter Notebook
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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Dec 18, 2025 - Python
Canada Wildfire Prediction Using Deep Learning
machine-learning deep-neural-networks deep-learning geospatial cnn geospatial-data semantic-segmentation ndvi wildfire modis-data modis-dataset era5 wildfire-detection canada-wildfire
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Sep 6, 2024 - Jupyter Notebook
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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