Tropical Cyclone (genesis, track, intensity, rainfall, and extratropical transition)
Climate Variability
Meteorological Hazard and Risk
Remote Sensing
Numerical and Statistical Modelling
Artificial Intelligence
Research in progress
J. Ju, D.-S. R. Park, D. Kim, M. Chang, C.-K. Park, J.-S. Kug, and D. Youn: Mechanism of seasonal differences in interdecadal changes in tropical cyclone genesis frequency over the western North Pacific, Journal of Climate, submitted.
D. Kim, and C. J. Matyas: Clustering moisture patterns of hurricanes using convolutional autoencoder, submitted.
Estimation of tropical cyclone winds from geostationary satellite images using GAN
Development of a risk model for tropical cyclones using a random forest method
Objective detection of tropical cyclone using artificial intelligence