era5

PyPSA/atlite

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

jwagemann/era5_in_gee

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

insarlab/PyAPS

Python-based Atmospheric Phase Screen

anikfal/postwrf

Visualization and postprocessing of the WRF and ERA5 data

ArcticSnow/TopoPyScale

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

lzhenn/easy-era5-trck

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

TUW-GEO/ecmwf_models

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

taohan10200/CRA5

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

trondkr/ERA5-ROMS

Download, and create ERA5 data forcing for ROMS

pjmateus/hgpt_model

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

Rafnuss/GeoPressureR

Global positioning by atmospheric pressure

acse-ww721/DA_ML_ERA5_ASOS_Weather_Forecasting_UK

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.

IAMIQBAL/Deep-Learning-For-Short-Range-Weather-Forecasts

Deep Learning for land, oceanic and atmospheric climate variable forecasts

zhengkai15/Awesome-Weather-Forecast

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

alcf-lidar/alcf

Automatic Lidar and Ceilometer Processing Framework (ALCF)

mishagrol/SoilMoistureForecasting

Student project - Soil Moisture Dynamics Forecasting Supported with Neural Networsks

cemoze/wrf-model-initializer-r-shiny

WRF model initializer with Shiny

AlexandreBrown/WildfirePrediction

Canada Wildfire Prediction Using Deep Learning

jdmantillaq/backtrajectory-calculator

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

NodiraTillayeva/ERA5Analysis

ERA5 provides hourly estimates of a large number of atmospheric, land and oceanic climate variables. The data cover the Earth on a 30km grid and resolve the atmosphere using 137 levels from the surface up to a height of 80km. ERA5 includes information about uncertainties for all variables at reduced spatial and temporal resolutions.

rovinapinto/atacama_dust

Visualize wind speed, wind vectors and geopotential height for the 2016 dust storm in the Atacama using ERA5 data.

RuthDD/ERA5_extraction_and_visualization

Repository to download, process, and visualize local climate data from ERA5

paapu88/graph_weather

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)

Rafnuss/GeoPressureAPI

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

SamuReyes/WindFormer

ViViT based model for short-term wind prediction using ERA5 reanalysis data.

alberto-paparella/nrr95p

A dataset containing information about daily standardised precipitation exceeding fixed percentiles (95) for Europe based on ERA5 Extreme precipitation risk indicators for Europe and European cities from 1950 to 2019.

alisonpeard/hazGAN

In development: Extreme value theory and GANs to generate compound coastal hazards (wind speed + sea level pressure) from ERA5 reanalysis data over the Bay of Bengal.

ArcticSnow/climatepy

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

BhavyeMathur/wind-prediction-merra2

Using Machine Learning & Fourier Regression to model atmospheric wind, temperature, and pressure in MERRA-2 and ERA-5

javitausia/geocean-nz-ss

This repository will contain all the updated information in the shared project between GeoOcean-MetService

pjmateus/global_tropopause_model

Global empirical models for tropopause height determination

tum-esm/download-met-data

download ERA5 data from CDS and convert it using era52arl

vihanw/ERA5_ECMWF_Database

The collection of scripts to download Historical ERA5 data, ECMWF 10-day forecasts to create a continuous dataset for 2 years into the past

DanGeospatial/Driver_Analysis_of_Wildfire_Severity_in_Yukon

TUW-GEO/data-science-notebooks

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