Code: Influence of Observational Uncertainty on Climate Downscaling with Deep Learning

Code to replicate results for paper :I nfluence of Observational Uncertainty on Climate Downscaling with Deep Learning: A Case Study in Spain with Five Datasets.Brief review:-main.py: Is the script for training the deep learning models. -Inference.py: Uses the trained models to inference in different periods of interest. -paper_plots.py: Script to generate plots used in paper.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-09-22
DOI
https://doi.org/10.5281/zenodo.17178104
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
0.00
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article

Code: Influence of Observational Uncertainty on Climate Downscaling with Deep Learning

Zenodo (CERN European Organization for Nuclear Research)
Geochemistry and Geologic Mapping
article

Code: Influence of Observational Uncertainty on Climate Downscaling with Deep Learning

article en

Abstract

Code to replicate results for paper :I nfluence of Observational Uncertainty on Climate Downscaling with Deep Learning: A Case Study in Spain with Five Datasets.Brief review:-main.py: Is the script for training the deep learning models. -Inference.py: Uses the trained models to inference in different periods of interest. -paper_plots.py: Script to generate plots used in paper.

Zenodo (CERN European Organization for Nuclear Research)
Instituto de Física de Cantabria (ES)
Climate action
Openalex Percentile: Top 31%
Geochemistry and Geologic Mapping
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Code: Influence of Observational Uncertainty on Climate Downscaling with Deep Learning · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS