Topic: "era5"
google-research/arco-era5
Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.
Language: Python - Size: 4.76 MB - Last synced at: 1 day ago - Pushed at: 27 days ago - Stars: 380 - Forks: 26
PyPSA/atlite
atlite: A Lightweight Python Package for Calculating Renewable Power Potentials and Time Series
Language: Python - Size: 17.4 MB - Last synced at: 4 days ago - Pushed at: 19 days ago - Stars: 314 - Forks: 106
jwagemann/era5_in_gee
Functions and Python scripts to ingest ERA5 data into Google Earth Engine
Language: Python - Size: 346 KB - Last synced at: 12 months ago - Pushed at: almost 4 years ago - Stars: 79 - Forks: 22
insarlab/PyAPS
Python-based Atmospheric Phase Screen
Language: Python - Size: 81.2 MB - Last synced at: 9 days ago - Pushed at: 4 months ago - Stars: 72 - Forks: 29
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: Python - Size: 15.4 MB - Last synced at: 5 days ago - Pushed at: 8 months ago - Stars: 68 - Forks: 2
anikfal/postwrf
Visualization and postprocessing of the WRF and ERA5 data
Language: NCL - Size: 7.34 MB - Last synced at: 1 day ago - Pushed at: 5 months ago - Stars: 60 - Forks: 15
ArcticSnow/TopoPyScale
TopoPyScale: a Python library to perform simplistic climate downscaling at the hillslope scale
Language: Python - Size: 14.8 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 46 - Forks: 15
TUW-GEO/ecmwf_models
Python package for downloading ECMWF reanalysis data and converting it into a time series format.
Language: Python - Size: 6.16 MB - Last synced at: 9 days ago - Pushed at: 3 months ago - Stars: 41 - Forks: 15
lzhenn/easy-era5-trck
A super lightweight Lagrangian model for calculating millions of trajectories using ERA5 data
Language: Python - Size: 35.3 MB - Last synced at: 1 day ago - Pushed at: almost 3 years ago - Stars: 41 - Forks: 13
trondkr/ERA5-ROMS
Download, and create ERA5 data forcing for ROMS
Language: Python - Size: 62.5 KB - Last synced at: 12 months ago - Pushed at: about 2 years ago - Stars: 17 - Forks: 11
StevePny/DataAssimBench
Benchmarking tools for applying AI/ML to data assimilation
Language: Python - Size: 856 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 15 - Forks: 1
pjmateus/hgpt_model
An ERA5-based hourly global pressure, temperature, and relative humidity model
Language: Fortran - Size: 219 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 5
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: Python - Size: 3.73 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 8 - Forks: 0
Rafnuss/GeoPressureR
Global positioning by atmospheric pressure
Language: R - Size: 413 MB - Last synced at: about 7 hours ago - Pushed at: 18 days ago - Stars: 7 - Forks: 3
alcf-lidar/alcf
Automatic Lidar and Ceilometer Processing Framework (ALCF)
Language: Fortran - Size: 45.8 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 5 - Forks: 5
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 - Size: 25.1 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0
cemoze/wrf-model-initializer-r-shiny
WRF model initializer with Shiny
Language: R - Size: 1.25 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0
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 Notebook - Size: 28.6 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 0
Rafnuss/GeoPressureAPI
JSON API to compute mismatch of pressure timeseries with ERA-5 on Google Earth Engine.
Language: Python - Size: 91.8 KB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 3 - Forks: 1
AlexandreBrown/WildfirePrediction
Canada Wildfire Prediction Using Deep Learning
Language: Jupyter Notebook - Size: 137 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 3 - Forks: 0
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
Size: 307 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0
IAMIQBAL/Deep-Learning-For-Short-Range-Weather-Forecasts
Deep Learning for land, oceanic and atmospheric climate variable forecasts
Size: 9.57 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 1
USNavalResearchLaboratory/RL-HAB
RL-HAB is an open-source high altitude balloon (HAB) reinforcement learning simulation environment for training autonomous HAB agents.
Language: Python - Size: 173 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 2 - Forks: 0
ArcticSnow/climatepy
Collection of tools to perform timeseries analysis on climate data (Observation and Downscaled)
Language: Python - Size: 113 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0
jdmantillaq/backtrajectory-calculator
This repository contains Python code to calculate backtrajectories using a Lagrangian method based on ERA5 reanalysis data.
Language: Python - Size: 41.7 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1
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 Notebook - Size: 497 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0
paapu88/graph_weather Fork of openclimatefix/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)
Size: 204 KB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0
mishagrol/SoilMoistureForecasting
Student project - Soil Moisture Dynamics Forecasting Supported with Neural Networsks
Language: Jupyter Notebook - Size: 2.78 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 1
tum-esm/download-met-data 📦
download ERA5 data from CDS and convert it using era52arl
Language: Python - Size: 36.1 KB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0
SamuReyes/WindFormer
ViViT based model for short-term wind prediction using ERA5 reanalysis data.
Language: Jupyter Notebook - Size: 31.4 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0
perone/rs-climate-lab
A project focused on climate data and tooling for Rio Grande do Sul in Brazil.
Language: Python - Size: 143 KB - Last synced at: 17 days ago - Pushed at: 12 months ago - Stars: 1 - Forks: 1
BhavyeMathur/wind-prediction-merra2
Using Machine Learning & Fourier Regression to model atmospheric wind, temperature, and pressure in MERRA-2 and ERA-5
Language: Jupyter Notebook - Size: 1.1 GB - Last synced at: 16 days ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
javitausia/geocean-nz-ss
This repository will contain all the updated information in the shared project between GeoOcean-MetService
Language: Jupyter Notebook - Size: 1.54 GB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
pjmateus/global_tropopause_model
Global empirical models for tropopause height determination
Language: Python - Size: 140 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1
kraemer-lab/geoglue
geoglue: fetch and aggregate geospatial data to administrative levels
Language: Jupyter Notebook - Size: 132 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0
tenkiman/superBT-V04
initial release of the superBT - V04 - beta version 0.4
Language: Python - Size: 323 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0
anikfal/rttovpy
A utility for running the RTTOV model, using WRF or ERA5 data
Language: Python - Size: 97.7 KB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 0 - Forks: 1
tkschuler/ERA5-Utils
Utilities to preprocess ERA5 forecast data into clean, consistent formats for modeling, machine learning, or climate analysis.
Language: Python - Size: 1.95 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0
antarctica/asli-pipeline
This repository contains a pipeline for operational execution of the Amundsen Sea Ice Low calculations, provided in the asli package. The functions in the asli package are described in detail in the package repository amundsen-sea-low-index.
Language: R - Size: 6.91 MB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
oscarmtr/CDSuite
Repositorio de herramientas para la obtención y gestión de datos de Copernicus Climate Data Store (CDS)
Language: Python - Size: 135 KB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
Serapieum-of-alex/earth2observe
Remote Sensing data - Earth observation data
Language: Python - Size: 62.1 MB - Last synced at: 30 days ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
tans/gis
Gis data download website
Language: TypeScript - Size: 13.1 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
hasanmehedi625/Bangladesh-Climate-Mapping-Project
This map of Bangladesh's mean 2m temperatures for April (2010–2024) highlights spatial and temporal temperature variations during a critical pre-monsoon month.
Language: R - Size: 0 Bytes - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
syedhamidali/ERA5_CODES
ERA5 Related Codes
Language: Jupyter Notebook - Size: 970 KB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
kenzaxtazi/load
Code for importing and compatibly formatting data from various sources used during my PhD.
Language: Python - Size: 357 KB - Last synced at: 27 days ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
TUW-GEO/data-science-notebooks
A collection of notebooks demonstrating how to work with ASCAT and ERA5 data.
Language: Python - Size: 4.95 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0
C0nvex/Convex
An innovative machine learning contrail prediction algorithm
Language: Jupyter Notebook - Size: 301 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
Antguz/TMCF-trends
Codes to reproduce the manuscript 'Multi-decadal trends of low clouds at the Tropical Montane Cloud Forests'
Language: Jupyter Notebook - Size: 13.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
BrenoSCabral/TCC
Repository for making my Final Assignment to my bachelors degree in meteorology
Language: Jupyter Notebook - Size: 12 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
cmotell/wind_rose
Gallary of Python programs used to look at stratospheric winds both modeled and observed by Radiosonde observations
Language: Python - Size: 1.01 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
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 - Size: 32.2 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
gmanatole/Acoustic_Wind
GUI toolbox to estimate wind speed from underwater acoustic recordings.
Language: Python - Size: 2.15 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
