ML4WX

Downscaling & super-resolution

PERFORMANCE ASSESSMENT OF DIFFERENT BIAS CORRECTION METHODS IN STATISTICAL DOWNSCALING OF PRECIPITATION

Kamal Ahmed, Shamsuddin Shahid, Sobri B. Harun, Nadeem Nawaz

Malaysian Journal of Civil Engineering ·

PaperPDF

In one sentence. An MLP downscales arid-region monthly precipitation, and four bias correction methods are compared, with power transformation found most reliable.

Labels

Topic
Downscaling & super-resolution, Post-processing & calibration
Type
Evaluation or intercomparison of existing models
Method
Other
Time scale
Climate projections / centennial
Domain
Regional
Data
ERA5 / reanalysis, Station / in-situ
Status
Research
Identifiers
DOI:10.11113/mjce.v27.15966 OpenAlex:W4401192650
Added
2026-10-22

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