Machine Learning-Based Estimation of Tropical Cyclone Intensity from Advanced Technology Microwave Sounder Using a U-Net Algorithm - Liang, Zichao; Lee, Yong-Keun; Grassotti, Christopher; Lin, Lin; Liu, Quanhua (Remote sensing (Basel, Switzerland), 2024)
Keywords: Aircraft; Algorithms; Artificial intelligence; Artificial satellites in remote sensing; Atlantic Ocean; ATMS; Brightness temperature; climate; Comparative analysis; Cyclones; Deep learning; Environmental aspects; ERA5; Estimates; eyewall; Forecasts and trends; hurricanes; Identification and classification; Labels; Machine learning; Neural networks; Pacific Ocean; prediction; Pressure; Storm damage; surface pressure; Surface wind; surface wind speed; tropical cyclone; Tropical cyclones; Water temperature; Weather forecasting; Wind; Wind speed; United States; United States--US; Atlantic Ocean; Pacific Ocean