ML4WX

Nowcasting

A self-attention integrated spatiotemporal LSTM approach to edge-radar echo extrapolation in the Internet of Radars

Zhiyun Yang, Hao Ran Wu, Qi Liu, Xiaodong Liu, Yonghong Zhang, Xuefei Cao

ISA Transactions · · Nanjing University of Information Science & Technology (NUIST)

Paper

In one sentence. Self-attention spatiotemporal LSTM extrapolates edge-radar echoes for nowcasting in an Internet of Radars setting; the abstract is missing, so the assessment relies on the title.

Labels

Topic
Nowcasting
Type
New model or method
Method
RNN / LSTM / ConvLSTM, Transformer / ViT
Time scale
0–6 h
Domain
Regional
Data
Radar
Status
Research
Identifiers
DOI:10.1016/j.isatra.2022.06.046 OpenAlex:W4283789746
Added
2026-10-22

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