paper
2020
Nowcasting
Observations & remote sensing New model or method
CNN / U-Net0–6 hChina Meteorological Administration (CMA) Journal
2020-04-17
026
Apr 2020
Kanghui Zhou, Yongguang Zheng, Wansheng Dong et al.
Journal of Atmospheric and Oceanic Technology
China Meteorological Administration (CMA)
LightningNet, a 3D convolutional encoder-decoder fusing Himawari-8, radar and lightning data, gives 0-1 h cloud-to-ground lightning nowcasts over China with threat score 0.453.
A Deep Learning Network for Cloud-to-Ground Lightning Nowcasting with Multisource Data
In one sentence. LightningNet, a 3D convolutional encoder-decoder fusing Himawari-8, radar and lightning data, gives 0-1 h cloud-to-ground lightning nowcasts over China with threat score 0.453.
Labels
- Topic
- Nowcasting, Observations & remote sensing
- Type
- New model or method
- Method
- CNN / U-Net
- Time scale
- 0–6 h
- Domain
- Regional
- Data
- Satellite, Radar, Station / in-situ
- Status
- Research
- Identifiers
- DOI:10.1175/jtech-d-19-0146.1 OpenAlex:W3016496098
- Added
- 2026-10-22
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