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

Visualization and postprocessing of the WRF and ERA5 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.

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

Download, and create ERA5 data forcing for ROMS

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

Benchmarking tools for applying AI/ML to data assimilation

Research all papers and codes related to weather forecasting based on artificial intelligence methods, including but not limited to deep learning, generative adversarial, multimodal and other strong artificial intelligence

Global positioning by atmospheric pressure

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.

Deep Learning for land, oceanic and atmospheric climate variable forecasts

WRF model initializer with Shiny

Automatic Lidar and Ceilometer Processing Framework (ALCF)

Student project - Soil Moisture Dynamics Forecasting Supported with Neural Networsks

Canada Wildfire Prediction Using Deep Learning