Tropical Cyclone Intensity Estimation Using Deep Convolutional Neural Networks

Maskey, Manil ; Cecil, Dan ; Ramachandran, Rahul ; Miller, J J

关键词: TROPICAL STORMS;    CYCLONES;    HURRICANES;    NEURAL NETS;    CONVOLUTION INTEGRALS;    IMAGE ANALYSIS;    ESTIMATING;    STORM ENHANCEMENT;    STORMS (METEOROLOGY);    DATA PRODUCTS;    GOES SATELLITES;    AQUA SPACECRAFT;   

RP-ID  :  MSFC-E-DAA-TN54671

学科分类：大气科学

美国|英语

来源: NASA Technical Reports Server

【 摘 要 】

Overview: Deep learning and Convolutional Neural Network (CNN); CNN for Tropical Cyclone Intensity Estimation; Preliminary results; Work in progress.