ML4WX

Post-processing & calibration

Performance Evaluation of an ANN based Bias Correction algorithm in Monthly and Daily Precipitation Time Series of La Farge Station, USA

P. Saravanan, A.R. Prethivirajan, A.S. Sivaprasanna, K. Udhayakumar, C. Sivapragasam

Disaster Advances ·

Paper

In one sentence. ANN bias correction of monthly and daily precipitation at one US station works well monthly but poorly daily, compared with conventional methods.

Labels

Topic
Post-processing & calibration
Type
Evaluation or intercomparison of existing models
Method
Classical ML (trees, GP, linear, kernels)
Domain
Local / station
Data
Station / in-situ, CMIP / climate model output
Status
Research
Identifiers
DOI:10.25303/1604da027033 OpenAlex:W4327955611
Added
2026-10-22

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