A two-stage Bias-Correction and Super-Resolution Framework for Post-Processing Climate Model Outputs

This repository provides the complete, reproducible codebase used to implement a two-stage framework for post-processing climate model outputs. The workflow combines Quantile Delta Mapping for bias correction with a Pix2Pix conditional Generative Adversarial Network for spatial super-resolution. The code supports transparency, reproducibility, and reuse in climate modeling and impact assessment studies. Input datasets are publicly available but are not redistributed.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-25
DOI
https://doi.org/10.5281/zenodo.18746068
Primary Topic
Climate variability and models
Type
article
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article

A two-stage Bias-Correction and Super-Resolution Framework for Post-Processing Climate Model Outputs

Abba Ibrahim, AIMRUN WAYAYOK, Idris Wada, Noorellimia Mat Toridi et al.
Zenodo (CERN European Organization for Nuclear Research)
Climate variability and models
article

A two-stage Bias-Correction and Super-Resolution Framework for Post-Processing Climate Model Outputs

Abba Ibrahim, AIMRUN WAYAYOK, Idris Wada, Noorellimia Mat Toridi, Helmi Zulhaidi Mohd Shafri
article en

Abstract

This repository provides the complete, reproducible codebase used to implement a two-stage framework for post-processing climate model outputs. The workflow combines Quantile Delta Mapping for bias correction with a Pix2Pix conditional Generative Adversarial Network for spatial super-resolution. The code supports transparency, reproducibility, and reuse in climate modeling and impact assessment studies. Input datasets are publicly available but are not redistributed.

Zenodo (CERN European Organization for Nuclear Research)
Universiti Putra Malaysia (MY), Federal University Wukari
Climate action
Openalex Percentile: Top 52%
Climate variability and models
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