STAMINA (Spatial-Temporal Aligned Meteorological INformation Attention) and FPL (Focal Precip Loss): Advancements in Precipitation Nowcasting for Heavy Rainfall Events

Author:

Huang Ping-Chia1ORCID,Chen Yueh-Li1ORCID,Liou Yi-Syuan1ORCID,Tsai Bing-Chen1ORCID,Wu Chun-Chieh1ORCID,Hsu Winston H.1ORCID

Affiliation:

1. National Taiwan University, Taipei, Taiwan Roc

Funder

National Science and Technology Council

Publisher

ACM

Reference24 articles.

1. Shreya Agrawal , Luke Barrington , Carla Bromberg , John Burge , Cenk Gazen , and Jason Hickey . 2019. Machine learning for precipitation nowcasting from radar images. arXiv preprint arXiv:1912.12132 ( 2019 ). Shreya Agrawal, Luke Barrington, Carla Bromberg, John Burge, Cenk Gazen, and Jason Hickey. 2019. Machine learning for precipitation nowcasting from radar images. arXiv preprint arXiv:1912.12132 (2019).

2. RainNet v1.0: a convolutional neural network for radar-based precipitation nowcasting

3. Rainformer: Features extraction balanced network for radar-based precipitation nowcasting;Bai Cong;IEEE Geoscience and Remote Sensing Letters,2022

4. Joan Bech and Jorge Luis Chau . 2012. Doppler radar observations: Weather radar, wind profiler, ionospheric radar, and other advanced applications . BoD--Books on Demand. Joan Bech and Jorge Luis Chau. 2012. Doppler radar observations: Weather radar, wind profiler, ionospheric radar, and other advanced applications. BoD--Books on Demand.

5. A North American Hourly Assimilation and Model Forecast Cycle: The Rapid Refresh

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