PhyTopo-Net Online Inference

Physics-informed topographic downscaling of coastal typhoon wind fields

Input

1. Upload event data

Mangkhut_2018_ERA5_full_event .nc 10.7 MB ⇣
Mangkhut_2018_track_pressure .csv 2.2 KB ⇣

2. Select product and time

Inference mode
Output sequence
Selected / centre time (UTC)

The six- and 24-hour choices process consecutive hourly fields centred on the selected time. Station-event peak correction is reported only for the 24-hour window; shorter windows never display a misleading calibrated peak. CPU mode does not consume ZeroGPU quota; ZeroGPU mode is faster but uses the visitor's daily allocation.

10-m wind field

Results

Window peak evolution

Peak comparison

Status and provenance

Scope. Direct reconstruction is defined on the bundled Pearl River Delta 3-km domain. The optional engineering product reports calibrated event peaks only for the supported CMA station network; it is not a universal arbitrary-grid bias correction. The map includes the locally supplied provincial and prefectural boundary layers.