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Neural Stochastic Process

Satellite precipitation refinement — May 2025, CONUS

CONUS
Satellite (GSMaP MVK)INPUT
Satellite precipitation estimate
Elevation (ETOPO 2022)INPUT
Digital elevation model
NSP refined outputPREDICTION
NSP refined precipitation field
Radar referenceEVAL ONLY
MRMS radar reference
Run summary
Date
Hour (UTC)
Region
CONUS
Checkpoint
nsp fold-3
GSMaP FSS
NSP FSS
FSS gain
GSMaP RMSE
NSP RMSE
RMSE drop

FSS is the aggregate Fractions Skill Score against the MRMS radar reference, averaged over rain thresholds {1, 2.5, 5, 10} mm/h at a 20×20-pixel window (the same definition reported in the paper). Higher is better; the “FSS gain” row is the NSP score minus the GSMaP score. RMSE is computed over the radar-valid pixels.