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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
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Hour (UTC)
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Region
CONUS
Checkpoint
nsp fold-3
GSMaP FSS
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NSP FSS
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FSS gain
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GSMaP RMSE
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NSP RMSE
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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.