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Showing results 1 to 15 of 15

Issue DateTitleAuthor(s)TypeView
2019-06A novel framework of detecting convective initiation combining automated sampling, machine learning, and repeated model tuning from geostationary satellite dataHan, Daehyeon; Lee, Juhyun; Im, Jungho; Sim, Seongmun; Lee, Sanggyun; Han, HyangsunARTICLE903
2017-03-21Arctic lead detection using a waveform mixture analysis from CryoSat-2 dataLee, Sanggyun; Im, Jungho; Han, DaehyeonCONFERENCE387
2019-11Comparison between convolutional neural networks and random forest for local climate zone classification in mega urban areas using Landsat imagesYoo, Cheolhee; Han, Daehyeon; Im, Jungho; Bechtel, BenjaminARTICLE635
2021-10Detection of arctic summer melt ponds using icesat-2 altimetry dataHan, Daehyeon; Kim, Young Jun; Jung, Sihun; Sim, Seongmun; Kim, Woohyeok; Jang, Eunna; Im, Jungho; Kim, Hyun-CheolARTICLE460
2020-04Different Spectral Domain Transformation for Land Cover Classification Using Convolutional Neural Networks with Multi-Temporal Satellite ImageryLee, Junghee; Han, Daehyeon; Shin, Minso; Im, Jungho; Lee, Junghye; Quackenbush, Lindi J.ARTICLE663
2020-02-20Estimation of Arctic Sea Ice Thickness using Passive MicrowaveHan, Daehyeon; Kim, Youngjun; Im, Jungho; Sim, Seongmun; Jang, Eunna; Kim, HyuncheolCONFERENCE397
2020-11Improving Local Climate Zone Classification Using Incomplete Building Data and Sentinel 2 Images Based on Convolutional Neural NetworksYoo, Cheolhee; Lee, Yeonsu; Cho, Dongjin; Im, Jungho; Han, DaehyeonARTICLE376
2023-02Precipitation nowcasting using ground radar data and artificial intelligence over Korean PeninsulaIm, Jungho; Han, DaehyeonDoctoral thesis521
2023-12Precipitation nowcasting using ground radar data and simpler yet better video prediction deep learningHan, Daehyeon; Choo, Minki; Im, Jungho; Shin, Yeji; Lee, Juhyun; Jung, SihunARTICLE998
2020-03Prediction of monthly Arctic sea ice concentrations using satellite and reanalysis data based on convolutional neural networksKim, Young Jun; Kim, Hyun-Cheol; Han, Daehyeon; Lee, Sanggyun; Im, JunghoARTICLE716
2021-12Rainfall intensity estimation using geostationary satellite data based on machine learning: A case study in the korean peninsula in summerShin, Yeji; Han, Daehyeon; Im, JunghoARTICLE763
2023-01Remote sensing of sea surface salinity: challenges and research directionsKim, Young Jun; Han, Daehyeon; Jang, Eunna; Im, Jungho; Sung, TaejunARTICLE304
2019-08Retrieval of total precipitable water from Himawari-8 AHI data: A comparison of random forest, extreme gradient boosting, and deep neural networkLee, Yeonjin; Han, Daehyeon; Ahn, Myoung-Hwan; Im, Jungho; Lee, Su JeongARTICLE613
2021-10Sensitivity analysis for CAS500-4 atmospheric correction using simulated images and suggestion of the use of geostationary satellite-based atmospheric parametersKang, Yoojin; Cho, Dongjin; Han, Daehyeon; Im, Jungho; Lim, Joongbi; Oh, Kum-hui; Kwon, EonhyeARTICLE374
2020-11Short-Term Forecasting of Satellite-Based Drought Indices Using Their Temporal Patterns and Numerical Model OutputPark, Sumin; Im, Jungho; Han, Daehyeon; Rhee, JinyoungARTICLE347
Showing results 1 to 15 of 15