SantanderMetGroup/DeepDownscaling SantanderMetGroup/DeepDownscaling

  • Stars
    star
    63
  • Rank 484,938 (Top 10 %)
  • Language
    Jupyter Notebook
  • Created about 5 years ago
  • Updated over 2 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
SantanderMetGroup/DeepDownscaling
github

SantanderMetGroup

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Deep learning approaches for statistical downscaling in climate

More Repositories

1

climate4R

An R Framework for Climate Data Access and Post-processing
Jupyter Notebook
127
star
2

downscaleR

An R package for climate data bias correction and downscaling (part of the climate4R bundle)
R
103
star
3

ATLAS

Datasets, code and virtual workspace for the Climate Change ATLAS
Jupyter Notebook
82
star
4

loadeR

A climate4R package for data access
R
13
star
5

WRF4G

WRF Modeling System on Distributed Computing Infrastructures
Python
12
star
6

transformeR

An R package for climate data post-processing (part of the climate4R bundle)
R
9
star
7

downscaleR.keras

R
6
star
8

R_VALUE

A set of R-based functions for computing several climatic indices
R
6
star
9

VALUE

The VALUE R package for downscaling model validation
R
6
star
10

wrfncxnj

WRF NetCDF eXtract aNd Join
Python
6
star
11

climate4R.indices

Climate Indices in Climate4R
R
5
star
12

visualizeR

An R package for visualization and uncertainty communication (part of the climate4R bundle)
R
4
star
13

notebooks

Notebooks of papers from the SantanderMetGroup
HTML
4
star
14

wrf-ghg-files

GHG concentration files for WRF
Python
4
star
15

calibratoR

An R package for statistical calibration of seasonal climate forecasts
R
4
star
16

Master-Data-Science

Class Material
HTML
3
star
17

WRFToolbox

Fortran
2
star
18

ansible-thredds-cluster

Ansible playbooks for deployment of THREDDS server cluster
Ruby
2
star
19

bctool

ESGF WRF Lateral Boundary Conditions extractor
Shell
2
star
20

climate4R.climdex

A climate4R package for calculation of the ETCCDI core climate indices (part of the climate4R bundle)
R
2
star
21

esgf-jdownloader

Java
1
star
22

cyclonTrackR

R
1
star
23

downscalingPortalLoadeR

Auxiliary functions (R) for the statistical downscaling portal
R
1
star
24

website-demo

Demo of the new website
Python
1
star
25

loadeR.ECOMS

R Interface for ECOMS-UDG (seasonal forecast datasets) extending climate4R
R
1
star
26

loadeR.2nc

A loadeR extension for writing grids to netCDF
R
1
star
27

climate4R.datasets

Example datasets of climate4R
R
1
star
28

geoprocessoR

An R package for geoprocessing climate4R data (part of the climate4R bundle)
R
1
star
29

esgf-getcredentials

This a client tool to export credentials from the ESGF security infrastructure
Java
1
star
30

ecomsUDG.Raccess

R package for accesing the ECOMS User Data Gateway
R
1
star
31

2022_Bano_DeepESD_GMD

Repository supporting the results presented in the manuscript on Downscaling Multi-Model Climate Projection Ensembles with Deep Learning (DeepESD): Contribution to CORDEX EUR-44
Jupyter Notebook
1
star