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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, 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
2021-04	기계학습을 활용한 동아시아 지역의 TROPOMI 기반 SO2 지상농도 추정	최현영; 강유진; 임정호	ARTICLE	57	기계학습을 활용한 동아시아 지역의 TROPOMI 기반 SO2 지상농도 추정
2021-04	부스팅 기반 기계학습기법을 이용한 지상 미세먼지 농도 산출	박서희; 김미애; 임정호	ARTICLE	69	부스팅 기반 기계학습기법을 이용한 지상 미세먼지 농도 산출
2021-03	On the use of machine learning based ensemble approaches to improve evapotranspiration estimates from croplands across a wide environmental gradient	Bai, Yun; Zhang, Sha; Bhattarai, Nishan, et al	ARTICLE	45	On the use of machine learning based ensemble approaches to improve evapotranspiration estimates from croplands across a wide environmental gradient
2021-01	A new drought monitoring approach: Vector Projection Analysis (VPA)	Son, Bokyung; Park, Sumin; Im, Jungho, et al	ARTICLE	64	A new drought monitoring approach: Vector Projection Analysis (VPA)
2021-01	Improvement of SMAP sea surface salinity in river-dominated oceans using machine learning approaches	Jang, Eunna; Kim, Young Jun; Im, Jungho, et al	ARTICLE	35	Improvement of SMAP sea surface salinity in river-dominated oceans using machine learning approaches
2020-12	Synergistic use of hyperspectral uv-visible omi and broadband meteorological imager modis data for a merged aerosol product	Go, Sujung; Kim, Jhoon; Park, Sang Seo, et al	ARTICLE	171	Synergistic use of hyperspectral uv-visible omi and broadband meteorological imager modis data for a merged aerosol product
2020-11	Short-Term Forecasting of Satellite-Based Drought Indices Using Their Temporal Patterns and Numerical Model Output	Park, Sumin; Im, Jungho; Han, Daehyeon, et al	ARTICLE	72	Short-Term Forecasting of Satellite-Based Drought Indices Using Their Temporal Patterns and Numerical Model Output
2020-11	Improving Local Climate Zone Classification Using Incomplete Building Data and Sentinel 2 Images Based on Convolutional Neural Networks	Yoo, Cheolhee; Lee, Yeonsu; Cho, Dongjin, et al	ARTICLE	84	Improving Local Climate Zone Classification Using Incomplete Building Data and Sentinel 2 Images Based on Convolutional Neural Networks
2020-11	Developing a New Hourly Forest Fire Risk Index Based on Catboost in South Korea	Kang, Yoojin; Jang, Eunna; Im, Jungho, et al	ARTICLE	113	Developing a New Hourly Forest Fire Risk Index Based on Catboost in South Korea
2020-10	Sentinel 위성영상과 기계학습을 이용한 국내산불 피해강도 탐지	심성문; 김우혁; 이재세, et al	ARTICLE	44	Sentinel 위성영상과 기계학습을 이용한 국내산불 피해강도 탐지
2020-10	정지궤도 기상위성 및 수치예보모델 융합을 통한 Multi-task Learning 기반 태풍 강도 실시간 추정 및 예측	이주현; 유철희; 임정호, et al	ARTICLE	72	정지궤도 기상위성 및 수치예보모델 융합을 통한 Multi-task Learning 기반 태풍 강도 실시간 추정 및 예측
2020-10	시계열 기계학습을 이용한 한반도 남해 해수면 온도 예측 및 고수온 탐지	정시훈; 김영준; 박수민, et al	ARTICLE	38	시계열 기계학습을 이용한 한반도 남해 해수면 온도 예측 및 고수온 탐지
2020-10	위성 자료와 수치모델 자료를 활용한 스태킹 앙상블 기반 SO2 지상농도 추정	최현영; 강유진; 임정호, et al	ARTICLE	77	위성 자료와 수치모델 자료를 활용한 스태킹 앙상블 기반 SO2 지상농도 추정
2020-10	원격탐사를 활용한 연속적 재난상황 인지 및 위험 모니터링 기술	임정호; 손홍규; 김덕진, et al	ARTICLE	24	원격탐사를 활용한 연속적 재난상황 인지 및 위험 모니터링 기술
2020-09	Forest and Crop Leaf Area Index Estimation Using Remote Sensing: Research Trends and Future Directions	Xu, Jin; Quackenbush, Lindi J.; Volk, Timothy A., et al	ARTICLE	155	Forest and Crop Leaf Area Index Estimation Using Remote Sensing: Research Trends and Future Directions
2020-08	Spatial Downscaling of MODIS Land Surface Temperature: Recent Research Trends, Challenges, and Future Directions	Yoo, Cheolhee; Im, Jungho; Park, Sumin, et al	ARTICLE	38	Spatial Downscaling of MODIS Land Surface Temperature: Recent Research Trends, Challenges, and Future Directions
2020-07	Improvement of spatial interpolation accuracy of daily maximum air temperature in urban areas using a stacking ensemble technique	Cho, Dongjin; Yoo, Cheolhee; Im, Jungho, et al	ARTICLE	136	Improvement of spatial interpolation accuracy of daily maximum air temperature in urban areas using a stacking ensemble technique
2020-07	Earth observations and geographic information science for sustainable development goals	Im, Jungho	ARTICLE	183	Earth observations and geographic information science for sustainable development goals
2020-06	Object-based landfast sea ice detection over West Antarctica using time series ALOS PALSAR data	Kim, Miae; Kim, Hyun-Cheol; Im, Jungho, et al	ARTICLE	169	Object-based landfast sea ice detection over West Antarctica using time series ALOS PALSAR data
2020-05	Estimation of All-Weather 1 km MODIS Land Surface Temperature for Humid Summer Days	Yoo, Cheolhee; Im, Jungho; Cho, Dongjin, et al	ARTICLE	118	Estimation of All-Weather 1 km MODIS Land Surface Temperature for Humid Summer Days

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