era5

There are 54 repositories under era5 topic.

  • google-research/arco-era5

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

    Language:Python403205229

  • PyPSA/atlite

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

    Language:Python33513132114

  • jwagemann/era5_in_gee

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

    Language:Python863123

  • 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.

    Language:Python804105

  • insarlab/PyAPS

    Python-based Atmospheric Phase Screen

    Language:Python764728

  • anikfal/postwrf

    Visualization and postprocessing of the WRF and ERA5 data

    Language:NCL5845313
  • TopoPyScale

    ArcticSnow/TopoPyScale

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

    Language:Python5048816

  • lzhenn/easy-era5-trck

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

    Language:Python412013

  • TUW-GEO/ecmwf_models

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

    Language:Python405615
  • DataAssimBench

    StevePny/DataAssimBench

    Benchmarking tools for applying AI/ML to data assimilation

    Language:Python23381

  • trondkr/ERA5-ROMS

    Download, and create ERA5 data forcing for ROMS

    Language:Python2231013

  • Alex870521/Satellite_S5P

    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.

    Language:Python12100

  • 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

    12201
  • hgpt_model

    pjmateus/hgpt_model

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

    Language:Fortran11117

  • mishagrol/SoilMoistureForecasting

    Student project - Soil Moisture Dynamics Forecasting Supported with Neural Networsks

    Language:Jupyter Notebook8101
  • GeoPressureR

    Rafnuss/GeoPressureR

    Global positioning by atmospheric pressure

    Language:R81813

  • 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.

    Language:Python6200

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

    Deep Learning for land, oceanic and atmospheric climate variable forecasts

    6112

  • alcf-lidar/alcf

    Automatic Lidar and Ceilometer Processing Framework (ALCF)

    Language:Fortran5215

  • alisonpeard/hazGAN

    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...

    Language:Python5100

  • cemoze/wrf-model-initializer-r-shiny

    WRF model initializer with Shiny

    Language:R5100

  • AlexandreBrown/WildfirePrediction

    Canada Wildfire Prediction Using Deep Learning

    Language:Jupyter Notebook4200

  • RuthDD/ERA5_extraction_and_visualization

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

    Language:R4203

  • SamuReyes/WindFormer

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

    Language:Jupyter Notebook4100

  • jdmantillaq/backtrajectory-calculator

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

    Language:Python3101

  • 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.

    Language:Jupyter Notebook3200

  • Rafnuss/GeoPressureAPI

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

    Language:Python32131

  • rovinapinto/atacama_dust

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

    Language:Jupyter Notebook3100

  • 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.

    Language:Jupyter Notebook2100

  • ArcticSnow/climatepy

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

    Language:Python2100

  • 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)

    Language:Python2000

  • tum-esm/download-met-data

    download ERA5 data from CDS and convert it using era52arl

    Language:Python2210

  • BhavyeMathur/wind-prediction-merra2

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

    Language:Jupyter Notebook1200

  • perone/rs-climate-lab

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

    Language:Python1101

  • TUW-GEO/data-science-notebooks

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

    Language:Python1101

  • 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

    Language:Jupyter Notebook1100