CRA5

Compression tool

A large compression model for weather and climate data

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

GitHub

24 stars
2 watching
1 forks
Language: Python
last commit: about 1 month ago
auto-encoderdata-compressionera5numerical-weather-forecasting

Related projects:

Repository Description Stars
nasa/nasaaccess Generates gridded ascii tables of climate and weather data needed to drive hydrological models 82
ecmwfcode4earth/deepr Project aimed at downscaling global climate data to higher resolutions using deep learning techniques. 22
zmlabe/icevarfigs Tools and scripts for analyzing climate data and producing visualizations 82
tsherwen/ac_tools A package of tools and functions for processing and analyzing atmospheric model output and observational data. 13
opencomputeproject/project-zipline Develops a lossless data compression format suitable for cloud datasets 281
e3sm-project/e3sm_diags Provides diagnostic tools and analysis methods for climate models 41
ropenspain/climaemet An R package providing an interface to download climatic data from the Spanish Meteorological Agency's API for analysis and visualization. 42
songhan/deep-compression-alexnet This project demonstrates a method to compress the size of a neural network model without sacrificing accuracy. 657
google-research/arco-era5 A repository of instructions and data for reproducing the ERA5 climate dataset in cloud-optimized and analysis-ready formats. 307
atomicobject/heatshrink A data compression library designed for efficient use in resource-constrained systems. 1,333
yuanchao-xu/hyfo A package for data analysis and visualization in hydrology and climate forecasting, providing tools for processing and visualizing NetCDF files. 15
freva-clint/climatereconstructionai A software framework for training and evaluating models to reconstruct missing values in climate data using a U-Net architecture with partial convolutions. 71
mikejohnson51/climater Provides tools and methods to access geospatial climate data from various datasets 180
csyhuang/hn2016_falwa Computes diagnostic metrics from climate data to analyze wave activity in the atmosphere. 34
anikfal/postwrf Tools and scripts for visualizing and post-processing atmospheric model data from WRF and ERA5 sources. 54