ML4WX

Observations & remote sensing

Lightning Distance Estimation Using LF Lightning Radio Signals via Analytical and Machine-Learned Models

Andre Lucas Antunes de Sa, Robert Andrew Marshall

IEEE Transactions on Geoscience and Remote Sensing ·

Paper

In one sentence. Trains machine-learned models to estimate lightning distance from single-receiver VLF/LF sferics, reaching 53 km RMSE on observed Kansas data.

Labels

Topic
Observations & remote sensing
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels)
Domain
Regional
Data
Other
Status
Research
Identifiers
DOI:10.1109/tgrs.2020.2972153 OpenAlex:W3008419670
Added
2026-10-22

Labels and summary are generated by Claude and reviewed weekly. Wrong? Edit this entry.