ML4WX

Sub-seasonal to seasonal

Neural network method for climate forecasting water content of the Chernorechensk reservoir

А.S. Lubkov, E. N. Voskresenskaya

Monitoring systems of environment ·

PaperPDF

In one sentence. Neural network uses SST and SLP indices to forecast monthly precipitation for the Ai-Petri region up to 6 months ahead, with about 23–28% mean absolute deviation.

Labels

Topic
Sub-seasonal to seasonal, Local & station forecasting
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels)
Time scale
Seasonal to annual
Domain
Local / station
Data
ERA5 / reanalysis, Other
Status
Research
Identifiers
DOI:10.33075/2220-5861-2021-2-16-28 OpenAlex:W3188249585
Added
2026-10-22

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