DeepR

Data enhancer

Project aimed at downscaling global climate data to higher resolutions using deep learning techniques.

DeepR: Deep Reanalysis

GitHub

22 stars
2 watching
2 forks
Language: Python
last commit: about 1 year ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
ecmwfcode4earth/challenges_2020 A collaborative effort to develop innovative weather- and climate-related software using machine learning and cloud computing. 49
ecmwfcode4earth/challenges_2021 An initiative to develop innovative software for weather and climate applications 48
ecmwfcode4earth/wildfire-forecasting An open-source project that applies deep learning to forecast wildfire danger using earth observation data. 50
ecmwfcode4earth/ml_drought Develops machine learning models to predict and understand drought using climate science data 92
tuw-geo/ecmwf_models Provides tools for accessing and processing ECMWF reanalysis data 38
xarray-contrib/xeofs Tools for dimensionality reduction in climate science data analysis 107
erikkusch/krigr An R package for retrieving and downscaling climate data from the European Centre for Medium-range Weather Forecasts ReAnalysis 5 (ERA5) family. 104
ecmwf/climetlab Provides an interface to weather and climate data for scientific analysis in Python 374
petermr/climate A data mining platform for climate change research, using open-source software to collect and analyze Open Access papers. 29
matthiasdemuzere/w2w Tool to integrate WUDAPT climate zone data into the Weather Research and Forecasting (WRF) model 40
metno/esd A package for analyzing climate and weather data, performing downscaling, and visualizing results 88
pcmdi/cmor Tools and utilities to process climate model output data from CMIP6 experiments. 53
ecmwf/cdsapi Provides an interface to access climate data from the Copernicus Climate Data Store 244
subeeshvasu/2018_subeesh_epsr_eccvw A deep learning-based super-resolution framework with improved perceptual accuracy and trade-off analysis tools 79
e3sm-project/e3sm_diags Provides diagnostic tools and analysis methods for climate models 41