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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 new statistical downscaling approach for short-term forecasting of summer air temperatures through a fusion of deep learning and spatial interpolation File

Cho, Dongjin , Im, Jungho , Jung, Sihun

Article Issue Date2024-04 View14

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 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

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

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

Development of model output statistics based on the least absolute shrinkage and selection operator regression for forecasting next-day maximum temperature in South Korea File

Yoon, Donghyuck , Kim, Kyoungmin , Cha, Dong-Hyun , Lee, Myong-In , Im, Jungho , Cho, Dongjin , Min, Ki-Hong

Article Issue Date2022-04 View9

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

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 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

Generation of Daily High-resolution Sea Surface Temperature for the Seas around the Korean Peninsula Using Multi-satellite Data and Artificial Intelligence File File

Jung, Sihun , Choo, Minki , Im, Jungho , Cho, Dongjin

Article Issue Date2022-10 View8

Improved retrievals of aerosol optical depth and fine mode fraction from GOCI geostationary satellite data using machine learning over East Asia File File

Kang, Yoojin , Kim, Miae , Kang, Eunjin , Cho, Dongjin , Im, Jungho

Article Issue Date2022-01 View8

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

Sensitivity analysis for CAS500-4 atmospheric correction using simulated images and suggestion of the use of geostationary satellite-based atmospheric parameters File File

Kang, Yoojin , Cho, Dongjin , Han, Daehyeon , Im, Jungho , Lim, Joongbi , Oh, Kum-hui , Kwon, Eonhye

Article Issue Date2021-10 View226

Short-term forecasting of summer air temperatures using machine learning in South Korea File

Cho, Dongjin

Thesis Issue Date2023-02 View12

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

Trend Analysis ofVegetation Changes of Korean Fir (Abies koreana Wilson) in Hallasan and Jirisan Using MODIS Imagery File File

Choo, Minki , Yo, Cheolhee , Im, Jungho , Cho, Dongjin , Kang, Yoojin , Oh, Hyunkyung , Lee, Jongsung

Article Issue Date2023-06 View5

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