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Daehyeon Han

Daehyeon Han

Ulsan National Institute of Science & Technology UNIST - Eonyang / South Korea
Engineering & Technology / Computer Science
AD Scientific Index ID: 4502442
울산과학기술대학교
person_outline Daehyeon Han's MOST POPULAR ARTICLES
1-) Comparison between convolutional neural networks and random forest for local climate zone classification in mega urban areas using Landsat images ISPRS Journal of Photogrammetry and Remote Sensing 157, 155-170, 2019
2-) Prediction of monthly Arctic sea ice concentrations using satellite and reanalysis data based on convolutional neural networks The Cryosphere 14 (3), 1083-1104, 2020
3-) Retrieval of total precipitable water from Himawari-8 AHI data: A comparison of random forest, extreme gradient boosting, and deep neural network Remote Sensing 11 (15), 1741, 2019
4-) Improving local climate zone classification using incomplete building data and Sentinel 2 images based on convolutional neural networks Remote Sensing 12 (21), 3552, 2020
5-) A novel framework of detecting convective initiation combining automated sampling, machine learning, and repeated model tuning from geostationary satellite data Remote Sensing 11 (12), 1454, 2019