There are 1 repository under era5 topic.
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
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 200+ TB ERA5 dataset into a new 0.7TB CRA5 dataset.
An ERA5-based hourly global pressure, temperature, and relative humidity model
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.
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
Automatic Lidar and Ceilometer Processing Framework (ALCF)
Deep Learning for land, oceanic and atmospheric climate variable forecasts
WRF model initializer with Shiny
Student project - Soil Moisture Dynamics Forecasting Supported with Neural Networsks
This repository contains Python module to calculate backtrajectories using a Lagrangian method based on ERA5 reanalysis data.
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.
Repository to download, process, and visualize local climate data from ERA5
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)
JSON API to compute mismatch of pressure timeseries with ERA-5 on Google Earth Engine.
Visualize wind speed, wind vectors and geopotential height for the 2016 dust storm in the Atacama using ERA5 data.
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.
Canada Wildfire Prediction Using Deep Learning
Collection of tools to perform timeseries analysis on climate data (Observation and Downscaled)
Using Machine Learning & Fourier Regression to model atmospheric wind, temperature, and pressure in MERRA-2 and ERA-5
This repository will contain all the updated information in the shared project between GeoOcean-MetService
Global empirical models for tropopause height determination
ViViT based model for short-term wind prediction using ERA5 reanalysis data.
The collection of scripts to download Historical ERA5 data, ECMWF 10-day forecasts to create a continuous dataset for 2 years into the past
A project focused on climate data and tooling for Rio Grande do Sul in Brazil.
A collection of notebooks demonstrating how to work with ASCAT and ERA5 data.