ML4WX

Post-processing & calibration

Prediction of Long-Term Near-Surface Temperature Based on NA-CORDEX Output

X. Y. Li, Zhong Li, Q. Q. Zhang, Peng Zhou, Wendy Huang

Journal of Environmental Informatics Letters ·

PaperPDF

In one sentence. Neural networks (MLP, TLFN, NARX) correct daily near-surface temperature from NA-CORDEX output at Big Trout Lake, reaching R2 above 0.84.

Labels

Topic
Post-processing & calibration, Downscaling & super-resolution
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels)
Time scale
Climate projections / centennial
Domain
Local / station
Data
CMIP / climate model output
Status
Research
Identifiers
DOI:10.3808/jeil.201900012 OpenAlex:W2979639302
Added
2026-10-22

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