ML4WX

Nowcasting

Neural network approaches to precipitation nowcasting: A review and test of existing methods

Кучма Михаил Олегович, Sergey I. Malkovsky, A.I. Andreev, Vladislav D. Bloshchinskiy

Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa ·

PaperPDF

In one sentence. Reviews neural network approaches to precipitation nowcasting and tests existing methods, providing a comparative evaluation for radar-based forecasting.

Labels

Topic
Nowcasting
Type
Review, survey or tutorial
Method
CNN / U-Net, RNN / LSTM / ConvLSTM
Time scale
0–6 h
Domain
Regional
Data
Radar
Status
Research
Identifiers
DOI:10.21046/2070-7401-2023-20-6-35-48 OpenAlex:W4390422323
Added
2026-10-22

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