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

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

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

Python-based Atmospheric Phase Screen

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

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.

Download, and create ERA5 data forcing for ROMS

Benchmarking tools for applying AI/ML to data assimilation

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.

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...

This repository contains Python module to calculate backtrajectories using a Lagrangian method based on ERA5 reanalysis data.

download ERA5 data from CDS and convert it using era52arl

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

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

ERA5 data integration to PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)

Global empirical models for tropopause height determination

A collection of notebooks demonstrating how to work with ASCAT and ERA5 data.

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