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Showing results 1 to 20 of 30

Issue DateTitleAuthor(s)TypeView
2018-08-09A New Approach for ‘Local Climate Zones’ Classification Using Remote Sensing Images Combining Neighborhood and Sub-Pixel InformationYoo, Cheolhee; Im, Jungho; Bechte, Benjamin; Han, Daehyun; Cho, DongjinCONFERENCE163
2022-03A novel ensemble learning for post-processing of NWP Model's next-day maximum air temperature forecast in summer using deep learning and statistical approachesCho, Dongjin; Yoo, Cheolhee; Son, Bokyung; Im, Jungho; Yoon, Donghyuck; Cha, Dong-HyunARTICLE12
2022-04All-Sky 1 km MODIS Land Surface Temperature Reconstruction Considering Cloud Effects Based on Machine LearningCho, Dongjin; Bae, Dukwon; Yoo, Cheolhee; Im, Jungho; Lee, Yeonsu; Lee, SiwooARTICLE41
2021-10Analysis of Surface Urban Heat Island and Land Surface Temperature Using Deep Learning Based Local Climate Zone Classification: A Case Study of Suwon and Daegu, KoreaLee, Yeonsu; Lee, Siwoo; Im, Jungho; Yoo, CheolheeARTICLE68
2018-03Classification and mapping of paddy rice by combining Landsat and SAR time series dataPark, Seonyoung; Im, Jungho; Park, Seohui; Yoo, Cheolhee; Han, Hyangsun; Rhee, JinyoungARTICLE585
2021-12Comparative Assessment of Linear Regression and Machine Learning for Analyzing the Spatial Distribution of Ground-level NO2 Concentrations: A Case Study for Seoul, KoreaKang, Eunjin; Yoo, Cheolhee; Shin, Yeji; Cho, Dongjin; Im, JunghoARTICLE131
2020-04Comparative Assessment of Various Machine Learning-Based Bias Correction Methods for Numerical Weather Prediction Model Forecasts of Extreme Air Temperatures in Urban AreasCho, Dongjin; Yoo, Cheolhee; Im, Jungho; Cha, Dong-HyunARTICLE343
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, BenjaminARTICLE359
2019-07-31Deep learning-based monitoring and forecast of the intensity of tropical cyclonesIm, Jungho; Yoo, Cheolhee; Cho, Dongjin; Kim, Kyoungmin; Lee, Juhyun; Cha, Dong-Hyun; Au, Tsz-ChiuCONFERENCE248
2018-12-12Delineation of Climte regions over Korean Peninsula Using Machine Learning ApproachesPark, Heami; Park, Sumin; Im, Jungho; Yoo, Cheolhee; Han, DaehyunCONFERENCE119
2019-10Delineation of high resolution climate regions over the Korean Peninsula using machine learning approachesPark, Sumin; Park, Haemi; Im, Jungho; Yoo, Cheolhee; Rhee, Jinyoung; Lee, Byungdoo; Kwon, ChunGeunARTICLE382
2017-04-25Detection of centers of tropical cyclones using Communication, Ocean, and Meteorological Satellite dataLee, Juhyun; Im, Jungho; Park, Seohui; Yoo, CheolheeCONFERENCE113
2020-02Estimating ground-level particulate matter concentrations using satellite-based data: a reviewShin, Minso; Kang, Yoojin; Park, Seohui; Im, Jungho; Yoo, Cheolhee; Quackenbush, Lindi J.ARTICLE409
2020-05Estimation of All-Weather 1 km MODIS Land Surface Temperature for Humid Summer DaysYoo, Cheolhee; Im, Jungho; Cho, Dongjin; Yokoya, Naoto; Xia, Junshi; Bechtel, BenjaminARTICLE187
2016-10-15Estimation of daily maximum and minimum air temperature using satellite data in mega city scale areasYoo, Cheolhee; Im, Jungho; Han, Daehyun; Park, HaemiCONFERENCE137
2018-03Estimation of daily maximum and minimum air temperatures in urban landscapes using MODIS time series satellite dataYoo, Cheolhee; Im, Jungho; Park, Seonyoung; Quackenbush, Lindi J.ARTICLE655
2018-12-11Estimation of Ground-level Nitrogen Dioxide and Ozone Concentrations Using Satellite Data and Numerical Model OutputShin, Minso; Im, Jungho; Yoo, Cheolhee; Cho, Dongjin; Park, SeohuiCONFERENCE128
2018-11-07Estimation of ground-level nitrogen dioxide and ozone concentrations using satellite data and numerical model outputShin, Minso; Im, Jungho; Yoo, Cheolhee; Cho, Dongjin; Jang, Eunna; Kim, Youngjoon; Sim, SeongmoonCONFERENCE137
2017-04-25Estimation of maximum and minimum air temperatures in urban areas using MODIS satellite dataYoo, Cheolhee; Im, JunghoCONFERENCE89
2018-05-10Estimation of near-surface relative humidity using machine learning approachesPark, Haemi; Im, Jungho; Yoo, Cheolhee; Lee, Junghee; Sim, SungmoonCONFERENCE122
Showing results 1 to 20 of 30

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