| 2023-08 | A hybrid machine learning approach to investigate the changing urban thermal environment by dynamic land cover transformation: A case study of Suwon, republic of Korea | Lee, Siwoo; Yoo, Cheolhee; Im, Jungho; Cho, Dongjin; Lee, Yeonsu; Bae, Dukwon | ARTICLE | 191 |
| 2018-08-09 | A New Approach for ‘Local Climate Zones’ Classification Using Remote Sensing Images Combining Neighborhood and Sub-Pixel Information | Yoo, Cheolhee; Im, Jungho; Bechte, Benjamin; Han, Daehyun; Cho, Dongjin | CONFERENCE | 532 |
| 2022-03 | A novel ensemble learning for post-processing of NWP Model's next-day maximum air temperature forecast in summer using deep learning and statistical approaches | Cho, Dongjin; Yoo, Cheolhee; Son, Bokyung; Im, Jungho; Yoon, Donghyuck; Cha, Dong-Hyun | ARTICLE | 430 |
| 2022-04 | All-Sky 1 km MODIS Land Surface Temperature Reconstruction Considering Cloud Effects Based on Machine Learning | Cho, Dongjin; Bae, Dukwon; Yoo, Cheolhee; Im, Jungho; Lee, Yeonsu; Lee, Siwoo | ARTICLE | 423 |
| 2021-10 | Analysis of Surface Urban Heat Island and Land Surface Temperature Using Deep Learning Based Local Climate Zone Classification: A Case Study of Suwon and Daegu, Korea | Lee, Yeonsu; Lee, Siwoo; Im, Jungho; Yoo, Cheolhee | ARTICLE | 1313 |
| 2018-03 | Classification and mapping of paddy rice by combining Landsat and SAR time series data | Park, Seonyoung; Im, Jungho; Park, Seohui; Yoo, Cheolhee; Han, Hyangsun; Rhee, Jinyoung | ARTICLE | 914 |
| 2021-12 | Comparative Assessment of Linear Regression and Machine Learning for Analyzing the Spatial Distribution of Ground-level NO2 Concentrations: A Case Study for Seoul, Korea | Kang, Eunjin; Yoo, Cheolhee; Shin, Yeji; Cho, Dongjin; Im, Jungho | ARTICLE | 940 |
| 2020-04 | Comparative Assessment of Various Machine Learning-Based Bias Correction Methods for Numerical Weather Prediction Model Forecasts of Extreme Air Temperatures in Urban Areas | Cho, Dongjin; Yoo, Cheolhee; Im, Jungho; Cha, Dong-Hyun | ARTICLE | 744 |
| 2019-11 | Comparison between convolutional neural networks and random forest for local climate zone classification in mega urban areas using Landsat images | Yoo, Cheolhee; Han, Daehyeon; Im, Jungho; Bechtel, Benjamin | ARTICLE | 660 |
| 2019-07-31 | Deep learning-based monitoring and forecast of the intensity of tropical cyclones | Im, Jungho; Yoo, Cheolhee; Cho, Dongjin; Kim, Kyoungmin; Lee, Juhyun; Cha, Dong-Hyun; Au, Tsz-Chiu | CONFERENCE | 613 |
| 2018-12-12 | Delineation of Climte regions over Korean Peninsula Using Machine Learning Approaches | Park, Heami; Park, Sumin; Im, Jungho; Yoo, Cheolhee; Han, Daehyun | CONFERENCE | 348 |
| 2019-10 | Delineation of high resolution climate regions over the Korean Peninsula using machine learning approaches | Park, Sumin; Park, Haemi; Im, Jungho; Yoo, Cheolhee; Rhee, Jinyoung; Lee, Byungdoo; Kwon, ChunGeun | ARTICLE | 671 |
| 2017-04-25 | Detection of centers of tropical cyclones using Communication, Ocean, and Meteorological Satellite data | Lee, Juhyun; Im, Jungho; Park, Seohui; Yoo, Cheolhee | CONFERENCE | 324 |
| 2023-09 | Direct aerosol optical depth retrievals using MODIS reflectance data and machine learning over East Asia | Kang, Eunjin; Park, Seonyoung; Kim, Miae; Yoo, Cheolhee; Im, Jungho; Song, Chang-Keun | ARTICLE | 502 |
| 2022-06 | Downscaling MODIS nighttime land surface temperatures in urban areas using ASTER thermal data through local linear forest | Yoo, Cheolhee; Im, Jungho; Cho, Dongjin; Lee, Yeonsu; Bae, Dukwon; Sismanidis, Panagiotis | ARTICLE | 303 |
| 2020-02 | Estimating ground-level particulate matter concentrations using satellite-based data: a review | Shin, Minso; Kang, Yoojin; Park, Seohui; Im, Jungho; Yoo, Cheolhee; Quackenbush, Lindi J. | ARTICLE | 755 |
| 2020-05 | Estimation of All-Weather 1 km MODIS Land Surface Temperature for Humid Summer Days | Yoo, Cheolhee; Im, Jungho; Cho, Dongjin; Yokoya, Naoto; Xia, Junshi; Bechtel, Benjamin | ARTICLE | 505 |
| 2016-10-15 | Estimation of daily maximum and minimum air temperature using satellite data in mega city scale areas | Yoo, Cheolhee; Im, Jungho; Han, Daehyun; Park, Haemi | CONFERENCE | 350 |
| 2018-03 | Estimation of daily maximum and minimum air temperatures in urban landscapes using MODIS time series satellite data | Yoo, Cheolhee; Im, Jungho; Park, Seonyoung; Quackenbush, Lindi J. | ARTICLE | 981 |
| 2018-12-11 | Estimation of Ground-level Nitrogen Dioxide and Ozone Concentrations Using Satellite Data and Numerical Model Output | Shin, Minso; Im, Jungho; Yoo, Cheolhee; Cho, Dongjin; Park, Seohui | CONFERENCE | 384 |
