ML4WX

Downscaling & super-resolution

Downscaling diurnal temperature over west and southwest Iran : A comparison of statistical downscaling approaches

Mohammad Reza Poodineh

Időjárás ·

PaperPDF

In one sentence. Compares artificial neural networks with SDSM for downscaling diurnal temperature in western Iran; ANN gives lower errors at mountain stations.

Labels

Topic
Downscaling & super-resolution
Type
Evaluation or intercomparison of existing models
Method
Classical ML (trees, GP, linear, kernels)
Time scale
Climate projections / centennial
Domain
Regional
Data
Station / in-situ, NWP analysis or forecasts (IFS, GFS, ...), CMIP / climate model output
Status
Research
Identifiers
DOI:10.28974/idojaras.2021.3.8 OpenAlex:W3199424483
Added
2026-10-22

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