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Im, Jungho (임정호)

Department
Department of Urban and Environmental Engineering(도시환경공학과)
Website
http://iris.unist.ac.kr/
Lab
Intelligent Remote sensing and geospatial Information Science Lab. (환경원격탐사/인공지능 연구실)
Research Keywords
환경원격탐사, 인공지능, 공간모델링, 재난모니터링, 재난예측, Remote sensing, Geospatial modeling, Disaster monitoring and management, artificial intelligence
Research Interests
The IRIS lab utilizes remote sensing, GIS modeling, and artificial intelligence techniques to broaden and deepen our understanding of the Earth science under climate variability/change, and leverages this knowledge to better manage and control critical functions related to terrestrial, coastal, and polar ecosystems, natural and man-made disasters, water resources, and carbon sequestration.
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Issue DateTitleAuthor(s)TypeViewAltmetrics
2019-01Estimation of ground-level particulate matter concentrations through the synergistic use of satellite observations and process-based models over South KoreaPark, Seohui; Shin, Minso; Im, Jungho, et alARTICLE879 Estimation of ground-level particulate matter concentrations through the synergistic use of satellite observations and process-based models over South Korea
2018-12Convolutional Neural Network-Based Land Cover Classification Using 2-D Spectral Reflectance Curve Graphs With Multitemporal Satellite ImageryKim, Miae; Lee, Junghee; Han, Daehyun, et alARTICLE850 Convolutional Neural Network-Based Land Cover Classification Using 2-D Spectral Reflectance Curve Graphs With Multitemporal Satellite Imagery
2018-12기계학습 기반의 IABP 부이 자료와 AMSR2 위성영상을 이용한 여름철 북극 대기 온도 추정한대현; 김영준; 임정호, et alARTICLE880 기계학습 기반의 IABP 부이 자료와 AMSR2 위성영상을 이용한 여름철 북극 대기 온도 추정
2018-11Prediction of drought on pentad scale using remote sensing data and MJO index through random forest over East AsiaPark, Seonyoung; Seo, Eunkyo; Kang, Daehyun, et alARTICLE700 Prediction of drought on pentad scale using remote sensing data and MJO index through random forest over East Asia
2018-08Intercomparison of Downscaling Techniques for Satellite Soil Moisture ProductsKim, Daeun; Moon, Heewon; Kim, Hyunglok, et alARTICLE553 Intercomparison of Downscaling Techniques for Satellite Soil Moisture Products
2018-05Intercomparison of Terrestrial Carbon Fluxes and Carbon Use Efficiency Simulated by CMIP5 Earth System ModelsKim, Dongmin; Lee, Myong-In; Jeong, Su-Jong, et alARTICLE1020 Intercomparison of Terrestrial Carbon Fluxes and Carbon Use Efficiency Simulated by CMIP5 Earth System Models
2018-05Arctic lead detection using a waveform mixture algorithm from CryoSat-2 dataLee, Sanggyun; Kim, Hyun-cheol; Im, JunghoARTICLE874 Arctic lead detection using a waveform mixture algorithm from CryoSat-2 data
2018-05Machine Learning Approaches for Estimating Forest Stand Height Using Plot-Based Observations and Airborne LiDAR DataLee, Junghee; Im, Jungho; Kim, Kyungmin, et alARTICLE819 Machine Learning Approaches for Estimating Forest Stand Height Using Plot-Based Observations and Airborne LiDAR Data
2018-04Effects of seasonal variations on sediment-plume streaks from dredging operationsKim, Nam-Hoon; Pham, Van Sy; Hwang, Jin Hwan, et alARTICLE802 Effects of seasonal variations on sediment-plume streaks from dredging operations
2018-04Icing detection over East Asia from geostationary satellite data using machine learning approachesSim, Seongmun; Im, Jungho; Park, Sumin, et alARTICLE676 Icing detection over East Asia from geostationary satellite data using machine learning approaches
2018-04Deep learning-based monitoring of overshooting cloud tops from geostationary satellite dataKim, Miae; Lee, Junghye; Im, JunghoARTICLE1062 Deep learning-based monitoring of overshooting cloud tops from geostationary satellite data
2018-03Estimation of daily maximum and minimum air temperatures in urban landscapes using MODIS time series satellite dataYoo, Cheolhee; Im, Jungho; Park, Seonyoung, et alARTICLE832 Estimation of daily maximum and minimum air temperatures in urban landscapes using MODIS time series satellite data
2018-03Classification and mapping of paddy rice by combining Landsat and SAR time series dataPark, Seonyoung; Im, Jungho; Park, Seohui, et alARTICLE776 Classification and mapping of paddy rice by combining Landsat and SAR time series data
2018-01Developing data-driven models for quantifying Cochlodinium polykrikoides using the Geostationary Ocean Color Imager (GOCI)Kwon, Yong Sung; Jang, Eunna; Im, Jungho, et alARTICLE1135 Developing data-driven models for quantifying Cochlodinium polykrikoides using the Geostationary Ocean Color Imager (GOCI)
2018-01Impact of seasonal vertical stratification on the dispersion patterns of dredging plumes off the south coast of KoreaSeo, Jun Young; Ha, Ho Kyung; Im, Jungho, et alARTICLE706 Impact of seasonal vertical stratification on the dispersion patterns of dredging plumes off the south coast of Korea
2017-12기계학습 기반 상세화를 통한 위성 지표면온도와 환경부 토지피복도를 이용한 열환경 분석: 대구광역시를 중심으로유철희; 임정호; 박선영, et alARTICLE1038 기계학습 기반 상세화를 통한 위성 지표면온도와 환경부 토지피복도를 이용한 열환경 분석: 대구광역시를 중심으로
2017-08Estimation of Fugacity of Carbon Dioxide in the East Sea Using In Situ Measurements and Geostationary Ocean Color Imager Satellite DataJang, Eunna; Im, Jungho; Park, Geun-Ha, et alARTICLE767 Estimation of Fugacity of Carbon Dioxide in the East Sea Using In Situ Measurements and Geostationary Ocean Color Imager Satellite Data
2017-07CO2 concentration and its spatiotemporal variation in the troposphere using multi-sensor satellite data, carbon tracker, and aircraft observationsLee, Sanggyun; Kim, Dongmin; Im, Jungho, et alARTICLE1234 CO2 concentration and its spatiotemporal variation in the troposphere using multi-sensor satellite data, carbon tracker, and aircraft observations
2017-07A new optimized algorithm for automating endmember pixel selection in the SEBAL and METRIC modelsBhattarai, Nishan; Quackenbush, Lindi J.; Im, Jungho, et alARTICLE943 A new optimized algorithm for automating endmember pixel selection in the SEBAL and METRIC models
2017-07Detection of tropical overshooting cloud tops using himawari-8 imageryKim, Miae; Im, Jungho; Park, Haemi, et alARTICLE1133 Detection of tropical overshooting cloud tops using himawari-8 imagery

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