era5

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

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

A large compression model for weather and climate data, which compresses a 400+ TB ERA5 dataset into a new 0.8 TB CRA5 dataset.

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

Python-based Atmospheric Phase Screen

Visualization and postprocessing of the WRF and ERA5 data

Remote Sensing data - Earth observation data

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

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

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

Benchmarking tools for applying AI/ML to data assimilation

Download, and create ERA5 data forcing for ROMS

Open source software for predicting solar high altitude balloon (SHAB) trajectories

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.

An ERA5-based hourly global pressure, temperature, and relative humidity model

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.

Code for building CanadaFireSat

Concurrent CDS API downloader with a textual TUI, script mode, and Python library interface.

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.

Global positioning by atmospheric pressure