Improving Tropical Cyclone Precipitation Forecasting With Deep Learning and Satellite Image Sequencing

• Published in: Journal of geophysical research. Machine learning and computation Vol. 1; no. 2
• Main Authors: Yang, Nan, Wang, Chong, Li, Xiaofeng
• Format: Journal Article
• Language: English
• Published: 01.06.2024
• Subjects: deep learning; precipitation; remote sensing; satellite image

Precipitation forecasting in tropical cyclones (TC) is vital for warning systems and disaster management. Artificial intelligence (AI)‐based methods show promise in this domain. Here, we investigate two aspects of AI forecasting for TC precipitation: modeling satellite image sequencing and analyzing...