A Novel Framework of Detecting Convective Initiation Combining Automated Sampling, Machine Learning, and Repeated Model Tuning from Geostationary Satellite Data

by Daehyeon Han, Juhyun Lee, Jungho Im, Seongmun Sim, Sanggyun Lee, Hyangsun Han
Published 2019-06-01

Detection of Convective Initiation Using Meteorological Imager Onboard Communication, Ocean, and Meteorological Satellite Based on Machine Learning Approaches

by Hyangsun Han, Sanggyun Lee, Jungho Im, Miae Kim, Myong-In Lee, Myoung Hwan Ahn, Sung-Rae Chung
Published 2015-07-01

Arctic Sea Ice Thickness Estimation from CryoSat-2 Satellite Data Using Machine Learning-Based Lead Detection

by Sanggyun Lee, Jungho Im, Jinwoo Kim, Miae Kim, Minso Shin, Hyun-cheol Kim, Lindi J. Quackenbush
Published 2016-08-01