ML4WX

Extremes & hazardsClassic

A Neural Network for Tornado Prediction Based on Doppler Radar-Derived Attributes

Caren Marzban, Gregory J. Stumpf

Journal of Applied Meteorology · · NOAA (incl. GFDL, PSL, GSL, NCEP/EMC), University of Oklahoma (AI2ES)

Paper

In one sentence. An early neural network predicts tornadoes from Doppler radar-derived storm attributes. Abstract not available; classification based on title.

Labels

Topic
Extremes & hazards, Nowcasting
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels)
Time scale
0–6 h
Domain
Regional
Data
Radar
Status
Research
Identifiers
DOI:10.1175/1520-0450(1996)035<0617:annftp>2.0.co;2 OpenAlex:W2031580446
Added
2026-10-22

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