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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 View1288

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 View71

Convolutional Neural Network-Based Land Cover Classification Using 2-D Spectral Reflectance Curve Graphs With Multitemporal Satellite Imagery File

Kim, Miae , Lee, Junghee , Han, Daehyun , Shin, Minso , Im, Jungho , Lee, Junghye , Quackenbush, Lindi J. , Gu, Zhu

Article Issue Date2018-12 View62

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 View89

Different Spectral Domain Transformation for Land Cover Classification Using Convolutional Neural Networks with Multi-Temporal Satellite Imagery File File

Lee, Junghee , Han, Daehyeon , Shin, Minso , Im, Jungho , Lee, Junghye , Quackenbush, Lindi J.

Article Issue Date2020-04 View68

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 View79

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 View71

Estimation of Fugacity of Carbon Dioxide in the East Sea Using In Situ Measurements and Geostationary Ocean Color Imager Satellite Data File File

Jang, Eunna , Im, Jungho , Park, Geun-Ha , Park, Young-Gyu

Article Issue Date2017-08 View51

Estimation of ground-level particulate matter concentrations through the synergistic use of satellite observations and process-based models over South Korea File File

Park, Seohui , Shin, Minso , Im, Jungho , Song, Chang-Keun , Choi, Myungje , Kim, Jhoon , Lee, Seungun , Park, Rokjin , Kim, Jiyoung , Lee, Dong-Won , et al

Article Issue Date2019-01 View48

Estimation of surface-level NO2 and O-3 concentrations using TROPOMI data and machine learning over East Asia File

Kang, Yoojin , Choi, Hyunyoung , Im, Jungho , Park, Seohui , Shin, Minso , Song, Chang-Keun , Kim, Sangmin

Article Issue Date2021-11 View65

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 View71

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 View77

Machine-Learning-Based Surface Ground-Motion Prediction Models for South Korea with Low-to-Moderate Seismicity File

Seo, Hwanwoo , Kim, Jisong , Kim, Byungmin

Article Issue Date2022-06 View45

Prediction of monthly Arctic sea ice concentrations using satellite and reanalysis data based on convolutional neural networks File File

Kim, Young Jun , Kim, Hyun-Cheol , Han, Daehyeon , Lee, Sanggyun , Im, Jungho

Article Issue Date2020-03 View46

Two-step carbon storage estimation in urban human settlements using airborne LiDAR and Sentinel-2 data based on machine learning File

Lee, Yeonsu , Son, Bokyung , Im, Jungho , Zhen, Zhen , Quackenbush, Lindi J.

Article Issue Date2024-04 View77

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