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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 File File

Lee, Siwoo , Yoo, Cheolhee , Im, Jungho , Cho, Dongjin , Lee, Yeonsu , Bae, Dukwon

Article Issue Date2023-08 View252

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 Paper Issue Date2018-08-09 View5

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 File

Cho, Dongjin , Yoo, Cheolhee , Son, Bokyung , Im, Jungho , Yoon, Donghyuck , Cha, Dong-Hyun

Article Issue Date2022-03 View3

All-Sky 1 km MODIS Land Surface Temperature Reconstruction Considering Cloud Effects Based on Machine Learning File

Cho, Dongjin , Bae, Dukwon , Yoo, Cheolhee , Im, Jungho , Lee, Yeonsu , Lee, Siwoo

Article Issue Date2022-04 View5

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 File File

Lee, Yeonsu , Lee, Siwoo , Im, Jungho , Yoo, Cheolhee

Article Issue Date2021-10 View20

Analysis of Thermal Environment by Urban Expansion using KOMPSAT and Landsat 8: Sejong City File

Yoo, Cheolhee , Park, Seonyoung , Kim, Yeji , Cho, Dongjin

Article Issue Date2019 View4

Classification and mapping of paddy rice by combining Landsat and SAR time series data File File

Park, Seonyoung , Im, Jungho , Park, Seohui , Yoo, Cheolhee , Han, Hyangsun , Rhee, Jinyoung

Article Issue Date2018-03 View4

Comparative Assessment of Linear Regression and Machine Learning for Analyzing the Spatial Distribution of Ground-level NO2 Concentrations: A Case Study for Seoul, Korea File File

Kang, Eunjin , Yoo, Cheolhee , Shin, Yeji , Cho, Dongjin , Im, Jungho

Article Issue Date2021-12 View12

Comparative Assessment of Various Machine Learning-Based Bias Correction Methods for Numerical Weather Prediction Model Forecasts of Extreme Air Temperatures in Urban Areas File File

Cho, Dongjin , Yoo, Cheolhee , Im, Jungho , Cha, Dong-Hyun

Article Issue Date2020-04 View3

Comparison between convolutional neural networks and random forest for local climate zone classification in mega urban areas using Landsat images File

Yoo, Cheolhee , Han, Daehyeon , Im, Jungho , Bechtel, Benjamin

Article Issue Date2019-11 View4

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 Paper Issue Date2019-07-31 View4

Delineation of Climte regions over Korean Peninsula Using Machine Learning Approaches

Park, Heami , Park, Sumin , Im, Jungho , Yoo, Cheolhee , Han, Daehyun

Conference Paper Issue Date2018-12-12 View10

Delineation of high resolution climate regions over the Korean Peninsula using machine learning approaches File File

Park, Sumin , Park, Haemi , Im, Jungho , Yoo, Cheolhee , Rhee, Jinyoung , Lee, Byungdoo , Kwon, ChunGeun

Article Issue Date2019-10 View3

Detection of centers of tropical cyclones using Communication, Ocean, and Meteorological Satellite data

Lee, Juhyun , Im, Jungho , Park, Seohui , Yoo, Cheolhee

Conference Paper Issue Date2017-04-25 View3

Direct aerosol optical depth retrievals using MODIS reflectance data and machine learning over East Asia File

Kang, Eunjin , Park, Seonyoung , Kim, Miae , Yoo, Cheolhee , Im, Jungho , Song, Chang-Keun

Article Issue Date2023-09 View5

Diurnal urban heat risk assessment and real-time population data in Seoul File File

Yoo, Cheolhee , Im, Jungho , Weng, Qihao , Cho, Dongjin , Kang, Eunjin , Shin, Yeji

Article Issue Date2023-11 View28

Downscaling MODIS nighttime land surface temperatures in urban areas using ASTER thermal data through local linear forest File

Yoo, Cheolhee , Im, Jungho , Cho, Dongjin , Lee, Yeonsu , Bae, Dukwon , Sismanidis, Panagiotis

Article Issue Date2022-06 View7

Estimating ground-level particulate matter concentrations using satellite-based data: a review File

Shin, Minso , Kang, Yoojin , Park, Seohui , Im, Jungho , Yoo, Cheolhee , Quackenbush, Lindi J.

Article Issue Date2020-02 View4

Estimation of All-Weather 1 km MODIS Land Surface Temperature for Humid Summer Days File File

Yoo, Cheolhee , Im, Jungho , Cho, Dongjin , Yokoya, Naoto , Xia, Junshi , Bechtel, Benjamin

Article Issue Date2020-05 View4

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 Paper Issue Date2016-10-15 View4

Estimation of daily maximum and minimum air temperatures in urban landscapes using MODIS time series satellite data File

Yoo, Cheolhee , Im, Jungho , Park, Seonyoung , Quackenbush, Lindi J.

Article Issue Date2018-03 View4

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 Paper Issue Date2018-12-11 View11

Estimation of ground-level nitrogen dioxide and ozone concentrations using satellite data and numerical model output

Shin, Minso , Im, Jungho , Yoo, Cheolhee , Cho, Dongjin , Jang, Eunna , Kim, Youngjoon , Sim, Seongmoon

Conference Paper Issue Date2018-11-07 View11

Estimation of maximum and minimum air temperatures in urban areas using MODIS satellite data

Yoo, Cheolhee , Im, Jungho

Conference Paper Issue Date2017-04-25 View5

Estimation of near-surface relative humidity using machine learning approaches

Park, Haemi , Im, Jungho , Yoo, Cheolhee , Lee, Junghee , Sim, Sungmoon

Conference Paper Issue Date2018-05-10 View9

Estimation of Spatially Continuous Near-Surface Relative Humidity Over Japan and South Korea File File

Park, Haemi , Lee, Junghee , Yoo, Cheolhee , Sim, Seongmun , Im, Jungho

Article Issue Date2021-08 View10

High-Resolution Seamless Daily Sea Surface Temperature Based on Satellite Data Fusion and Machine Learning over Kuroshio Extension File File

Jung, Sihun , Yoo, Cheolhee , Im, Jungho

Article Issue Date2022-02 View5

Identifying the Impact of Regional Meteorological Parameters on US Crop Yield at Various Spatial Scales Using Remote Sensing Data File

Yoo, Cheolhee , Kang, Daehyun , Park, Seonyoung

Article Issue Date2022-08 View4

Improved soil moisture estimation: Synergistic use of satellite observations and land surface models over CONUS based on machine learning File

Lee, Jaese , Park, Sumin , Im, Jungho , Yoo, Cheolhee , Seo, Eunkyo

Article Issue Date2022-06 View6

Improvement of spatial interpolation accuracy of daily maximum air temperature in urban areas using a stacking ensemble technique File

Cho, Dongjin , Yoo, Cheolhee , Im, Jungho , Lee, Yeonsu , Lee, Jaese

Article Issue Date2020-07 View4

Improving forecasting performance of urban air temperature using in-situ and satellite observations and numerical weather prediction model output

Cho, Dongjin , Yoo, Cheolhee , Im, Jungho

Conference Paper Issue Date2018-05-11 View9

Improving Local Climate Zone Classification Using Incomplete Building Data and Sentinel 2 Images Based on Convolutional Neural Networks File File

Yoo, Cheolhee , Lee, Yeonsu , Cho, Dongjin , Im, Jungho , Han, Daehyeon

Article Issue Date2020-11 View5

Multi-task learning based tropical cyclone intensity monitoring and forecasting through fusion of geostationary satellite data and numerical forecasting model output File

Lee, Juhyun , Yoo, Cheolhee , Im, Jungho , Shin, Yeji , Cho, Dongjin

Article Issue Date2020-10 View35

Recent ENSO influence on East African drought during rainy seasons through the synergistic use of satellite and reanalysis data File

Park, Seonyoung , Kang, Daehyun , Yoo, Cheolhee , Im, Jungho , Lee, Myong-In

Article Issue Date2020-04 View5

Spatial Downscaling of MODIS Land Surface Temperature: Recent Research Trends, Challenges, and Future Directions File

Yoo, Cheolhee , Im, Jungho , Park, Sumin , Cho, Dongjin

Article Issue Date2020-08 View3

Urban climate characterization and heat risk assessment based on machine learning and remote sensing data File

Yoo, Cheolhee

Thesis Issue Date2022-02 View9

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