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Im, Jungho (임정호)

Department: Department of Civil, Urban, Earth, and Environmental Engineering(지구환경도시건설공학과)

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 Date	Title	Author(s)	Type	View	Altmetrics
2014-08	Estimating High Spatial Resolution Air Temperature for Regions with Limited in situ Data Using MODIS Products	Rhee, Jinyoung; Im, Jungho	ARTICLE	1054	Estimating High Spatial Resolution Air Temperature for Regions with Limited in situ Data Using MODIS Products
2014-07	Forest Biomass and Carbon Stock Quantification Using Airborne LiDAR Data: A Case Study Over Huntington Wildlife Forest in the Adirondack Park	Li, Manqi; Im, Jungho; Quackenbush, Lindi J., et al	ARTICLE	1281	Forest Biomass and Carbon Stock Quantification Using Airborne LiDAR Data: A Case Study Over Huntington Wildlife Forest in the Adirondack Park
2014-05	Prediction of the Arctic Oscillation in boreal winter by dynamical seasonal forecasting systems	Kang, Daehyun; Lee, Myong-In; Im, Jungho, et al	ARTICLE	1468	Prediction of the Arctic Oscillation in boreal winter by dynamical seasonal forecasting systems
2014-03	Machine learning approaches to coastal water quality monitoring using GOCI satellite data	Kim, Yong Hoon; Im, Jungho; Ha, Ho Kyung, et al	ARTICLE	1071	Machine learning approaches to coastal water quality monitoring using GOCI satellite data
2013-09	Remote sensing-based house value estimation using an optimized regional regression model	Lu, Zhenyu; Im, Jungho; Quackenbush, Lindi J., et al	ARTICLE	1087	Remote sensing-based house value estimation using an optimized regional regression model
2013-08	Machine learning approaches for forest classification and change analysis using multi-temporal Landsat TM images over Huntington Wildlife Forest	Li, Manqi; Im, Jungho; Beier, Colin	ARTICLE	1238	Machine learning approaches for forest classification and change analysis using multi-temporal Landsat TM images over Huntington Wildlife Forest
2013-07	Effects of national forest inventory plot location error on forest carbon stock estimation using k-nearest neighbor algorithm	Jung, Jaehoon; Kim, Sangpil; Hong, Sungchul, et al	ARTICLE	1380	Effects of national forest inventory plot location error on forest carbon stock estimation using k-nearest neighbor algorithm
2012-10	Forest biomass estimation from airborne LiDAR data using machine learning approaches	Gleason, Colin J.; Im, Jungho	ARTICLE	1183	Forest biomass estimation from airborne LiDAR data using machine learning approaches
2012-09	Variable selection for hedonic model using machine learning approaches: A case study in Onondaga County, NY	Yoo, Sanglim; Im, Jungho; Wagner, John E.	ARTICLE	1163	Variable selection for hedonic model using machine learning approaches: A case study in Onondaga County, NY
2012-09	Indicators for separating undesirable and well-delineated tree crowns in high spatial resolution images	Zhang, Wenhua; Quackenbush, Lindi J.; Im, Jungho, et al	ARTICLE	1102	Indicators for separating undesirable and well-delineated tree crowns in high spatial resolution images
2012-08	Fusion of feature selection and optimized immune networks for hyperspectral image classification of urban landscapes	Im, Jungho; Lu, Z.; Rhee, J., et al	ARTICLE	913	Fusion of feature selection and optimized immune networks for hyperspectral image classification of urban landscapes
2012-07	A Fusion Approach for Tree Crown Delineation from Lidar Data	Gleason, Colin J.; Im, Jungho	ARTICLE	1594
2012-07	Characterization of Forest Crops with a Range of Nutrient and Water Treatments Using AISA Hyperspectral Imagery	Gong, Binglei; Im, Jungho; Jensen, John R., et al	ARTICLE	1185	Characterization of Forest Crops with a Range of Nutrient and Water Treatments Using AISA Hyperspectral Imagery
2012-02	Impervious surface quantification using a synthesis of artificial immune networks and decision/regression trees from multi-sensor data	Im, Jungho; Lu, Zhenyu; Rhee, Jinyoung, et al	ARTICLE	1303	Impervious surface quantification using a synthesis of artificial immune networks and decision/regression trees from multi-sensor data
2012-02	Vegetation Cover Analysis of Hazardous Waste Sites in Utah and Arizona Using Hyperspectral Remote Sensing	Im, Jungho; Jensen, John R.; Jensen, Ryan R., et al	ARTICLE	1028	Vegetation Cover Analysis of Hazardous Waste Sites in Utah and Arizona Using Hyperspectral Remote Sensing
2011-11	A Volumetric Approach to Population Estimation Using Lidar Remote Sensing	Lu, Zhenyu; Im, Jungho; Quackenbush, Lindi	ARTICLE	1237
2011-05	Support vector machines in remote sensing: A review	Mountrakis, Giorgos; Im, Jungho; Ogole, Caesar	ARTICLE	1560	Support vector machines in remote sensing: A review
2011-04	A Review of Remote Sensing of Forest Biomass and Biofuel: Options for Small-Area Applications	Gleason, Colin J.; Im, Jungho	ARTICLE	1049	A Review of Remote Sensing of Forest Biomass and Biofuel: Options for Small-Area Applications
2011-02	An artificial immune network approach to multi-sensor land use/land cover classification	Gong, Binglei; Im, Jungho; Mountrakis, Giorgos	ARTICLE	1282	An artificial immune network approach to multi-sensor land use/land cover classification
2011-02	A Genetic Algorithm Approach to Moving Threshold Optimization for Binary Change Detection	Im, Jungho; Lu, Zhenyu; Jensen, John R.	ARTICLE	1187

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