era5
There are 1 repository under era5 topic.
google-research / arco-era5
Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.
Language:Python 284PyPSA / atlite
Atlite: A Lightweight Python Package for Calculating Renewable Power Potentials and Time Series
Language:Python 261jwagemann / era5_in_gee
Functions and Python scripts to ingest ERA5 data into Google Earth Engine
Language:Python 79- Language:Python 63
- Language:NCL 53
- TopoPyScale
ArcticSnow / TopoPyScale
TopoPyScale: a Python library to perform simplistic climate downscaling at the hillslope scale
Language:Python 38 lzhenn / easy-era5-trck
A super lightweight Lagrangian model for calculating millions of trajectories using ERA5 data
Language:Python 38TUW-GEO / ecmwf_models
Python package for downloading ECMWF reanalysis data and converting it into a time series format.
Language:Python 37- Language:Python 17
taohan10200 / CRA5
A large compression model for weather and climate data, which compresses a 200+ TB ERA5 dataset into a new 0.7TB CRA5 dataset.
Language:Python 15- hgpt_model
pjmateus / hgpt_model
An ERA5-based hourly global pressure, temperature, and relative humidity model
Language:Fortran 10 - GeoPressureR
Rafnuss / GeoPressureR
Global positioning by atmospheric pressure
Language:R 7 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:Python 6zhengkai15 / 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)
Language:Fortran 5IAMIQBAL / Deep-Learning-For-Short-Range-Weather-Forecasts
Deep Learning for land, oceanic and atmospheric climate variable forecasts
cemoze / wrf-model-initializer-r-shiny
WRF model initializer with Shiny
Language:R 4mishagrol / SoilMoistureForecasting
Student project - Soil Moisture Dynamics Forecasting Supported with Neural Networsks
Language:Jupyter Notebook 4jdmantillaq / backtrajectory-calculator
This repository contains Python module to calculate backtrajectories using a Lagrangian method based on ERA5 reanalysis data.
Language:Python 3NodiraTillayeva / 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 Notebook 3RuthDD / ERA5_extraction_and_visualization
Repository to download, process, and visualize local climate data from ERA5
Language:R 3paapu88 / 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:Python 2JSON API to compute mismatch of pressure timeseries with ERA-5 on Google Earth Engine.
Language:Python 2rovinapinto / atacama_dust
Visualize wind speed, wind vectors and geopotential height for the 2016 dust storm in the Atacama using ERA5 data.
Language:Jupyter Notebook 2alberto-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 Notebook 1AlexandreBrown / WildfirePrediction
Canada Wildfire Prediction Using Deep Learning
Language:Jupyter Notebook 1Collection of tools to perform timeseries analysis on climate data (Observation and Downscaled)
Language:Python 1BhavyeMathur / wind-prediction-merra2
Using Machine Learning & Fourier Regression to model atmospheric wind, temperature, and pressure in MERRA-2 and ERA-5
Language:Jupyter Notebook 1javitausia / geocean-nz-ss
This repository will contain all the updated information in the shared project between GeoOcean-MetService
Language:Jupyter Notebook 1Global empirical models for tropopause height determination
Language:Python 1SamuReyes / WindFormer
ViViT based model for short-term wind prediction using ERA5 reanalysis data.
Language:Jupyter Notebook 1- Language:Python 1
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 Notebook 1- Language:Python
perone / rs-climate-lab
A project focused on climate data and tooling for Rio Grande do Sul in Brazil.
Language:PythonA collection of notebooks demonstrating how to work with ASCAT and ERA5 data.
Language:Python
