Scholarworks@UNIST: Browsing Repository

A change detection model based on neighborhood correlation image analysis and decision tree classification File

Article Issue Date2005-11 View17

A deep learning model using geostationary satellite data for forest fire detection with reduced detection latency File File

Kang, Yoojin , Jang, Eunna , Im, Jungho , Kwon, Chungeun

Article Issue Date2022-11 View38

A deep-learning-based tree species classification for natural secondary forests using unmanned aerial vehicle hyperspectral images and LiDAR File File

Ma, Ye , Zhao, Yuting , Im, Jungho , Zhao, Yinghui , Zhen, Zhen

Article Issue Date2024-02 View14

A Fusion Approach for Tree Crown Delineation from Lidar Data

Gleason, Colin J. , Im, Jungho

Article Issue Date2012-07 View30

A Genetic Algorithm Approach to Moving Threshold Optimization for Binary Change Detection

Im, Jungho , Lu, Zhenyu , Jensen, John R.

Article Issue Date2011-02 View15

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 View662

A new drought monitoring approach: Vector Projection Analysis (VPA) File

Son, Bokyung , Park, Sumin , Im, Jungho , Park, Seohui , Ke, Yinghai , Quackenbush, Lindi J.

Article Issue Date2021-01 View13

A new optimized algorithm for automating endmember pixel selection in the SEBAL and METRIC models File

Bhattarai, Nishan , Quackenbush, Lindi J. , Im, Jungho , Shaw, Stephen B.

Article Issue Date2017-07 View15

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 View35

A Novel Bias Correction Method for Soil Moisture and Ocean Salinity (SMOS) Soil Moisture: Retrieval Ensembles File File

Lee, Ju Hyoung , Im, Jungho

Article Issue Date2015-12 View13

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 View5

A novel framework of detecting convective initiation combining automated sampling, machine learning, and repeated model tuning from geostationary satellite data File File

Han, Daehyeon , Lee, Juhyun , Im, Jungho , Sim, Seongmun , Lee, Sanggyun , Han, Hyangsun

Article Issue Date2019-06 View13

A novel transferable individual tree crown delineation model based on Fishing Net Dragging and boundary classification File

Liu, Tao , Im, Jungho , Quackenbush, Lindi J.

Article Issue Date2015-12 View16

A Novel Tropical Cyclone Size Estimation Model Based on a Convolutional Neural Network Using Geostationary Satellite Imagery File File

Baek, You-Hyun , Moon, Il-Ju , Im, Jungho , Lee, Juhyun

Article Issue Date2022-01 View22

A Remote Sensing and GIS-assisted Spatial Decision Support System for Hazardous Waste Site Monitoring

Jensen, John R. , Hodgson, Michael E. , Garcia-Quijano, Maria , Im, Jungho , Tullis, Jason A.

Article Issue Date2009-02 View17

A Review of Remote Sensing of Forest Biomass and Biofuel: Options for Small-Area Applications File

Gleason, Colin J. , Im, Jungho

Article Issue Date2011-04 View10

A Volumetric Approach to Population Estimation Using Lidar Remote Sensing

Lu, Zhenyu , Im, Jungho , Quackenbush, Lindi

Article Issue Date2011-11 View17

Aerosol data assimilation and forecast using Geostationary Ocean Color Imager aerosol optical depth and in-situ observations during the KORUS-AQ observing period File

Kim, Ganghan , Lee, Seunghee , Im, Jungho , Song, Chang-Keun , Kim, Jhoon , Lee, Myong-in

Article Issue Date2021-09 View25

Air Quality Forecasts Improved by Combining Data Assimilation and Machine Learning With Satellite AOD File

Lee, Seunghee , Park, Seohui , Lee, Myong-In , Kim, Ganghan , Im, Jungho , Song, Chang-Keun

Article Issue Date2022-01 View15

Airborne Lidar Sampling Strategies to Enhance Forest Aboveground Biomass Estimation from Landsat Imagery File File

Li, Siqi , Quackenbush, Lindi J. , Im, Jungho

Article Issue Date2019-08 View7

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 View14

An Advanced Operational Approach for Tropical Cyclone Center Estimation Using Geostationary-Satellite-Based Water Vapor and Infrared Channels File File

Shin, Yeji , Lee, Juhyun , Im, Jungho , Sim, Seongmun

Article Issue Date2022-10 View12

An artificial immune network approach to multi-sensor land use/land cover classification File

Gong, Binglei , Im, Jungho , Mountrakis, Giorgos

Article Issue Date2011-02 View19

An automated binary change detection model using a calibration approach File

Im, Jungho , Rhee, Jinyoung , Jensen, John R. , Hodgson, Michael E.

Article Issue Date2007-01 View20

An automatic region-based image segmentation algorithm for remote sensing applications File

Wang, Zhongwu , Jensen, John R. , Im, Jungho

Article Issue Date2010-10 View19

An improved tree crown delineation method based on live crown ratios from airborne LiDAR data File

Fang, Fang , Im, Jungho , Lee, Junghee , Kim, Kyoungmin

Article Issue Date2016-05 View12

Analysis of Surface Urban Heat Island and Land Surface Temperature Using Deep Learning Based Local Climate Zone Classification: A Case Study of Suwon and Daegu, Korea File File

Lee, Yeonsu , Lee, Siwoo , Im, Jungho , Yoo, Cheolhee

Article Issue Date2021-10 View30

Arctic lead detection using a waveform mixture algorithm from CryoSat-2 data File File

Lee, Sanggyun , Kim, Hyun-cheol , Im, Jungho

Article Issue Date2018-05 View17

Arctic Sea Ice Thickness Estimation from CryoSat-2 Satellite Data Using Machine Learning-Based Lead Detection File File

Lee, Sanggyun , Im, Jungho , Kim, Jinwoo , Kim, Miae , Shin, Minso , Kim, Hyun-cheol , Quackenbush, Lindi J.

Article Issue Date2016-09 View10

Atmospheric-correction-free red tide quantification algorithm for GOCI based on machine learning combined with a radiative transfer simulation File

Kim, Young Jun , Kim, Wonkook , Im, Jungho , Choi, Jongkuk , Lee, Sunju

Article Issue Date2023-05 View10

Bridging satellite missions: deep transfer learning for enhanced tropical cyclone intensity estimation File File

Choo, Minki , Kim, Yejin , Lee, Juhyun , Im, Jungho , Moon, Il-Ju

Article Issue Date2024-12 View19

Building type classification using spatial and landscape attributes derived from LiDAR remote sensing data File

Lu, Zhenyu , Im, Jungho , Rhee, Jinyoung , Hodgson, Michael

Article Issue Date2014-10 View13

Change Analysis of Aboveground Forest Carbon Stocks According to the Land Cover Change Using Multi-Temporal Landsat TM Images and Machine Learning Algorithms File

Lee, Jung-Hee , Im, Jungho , Kim, Kyoung-Min , Heo, Joon

Article Issue Date2015-12 View5

Characteristics of Landsat 8 OLI-derived NDVI by comparison with multiple satellite sensors and in-situ observations File

Ke, Yinghai , Im, Jungho , Lee, Junghee , Gong, Huili , Ryu, Youngryel

Article Issue Date2015-07 View9

Characteristics of Search Spaces for Identifying Optimum Thresholds in Change Detection Studies File

Im, Jungho , Hodgson, Michael E.

Article Issue Date2009-07 View15

Characterization of Forest Crops with a Range of Nutrient and Water Treatments Using AISA Hyperspectral Imagery File

Gong, Binglei , Im, Jungho , Jensen, John R. , Coleman, Mark , Rhee, Jinyoung , Nelson, Eric

Article Issue Date2012-07 View13

Chlorophyll-a concentration estimation using three difference bio-optical algorithms, including a correction for the low-concentration range: the case of the Yiam reservoir, Korea File

Pyo, JongCheol , Ha, SeongHyeon , Yakov A. Pachepsky , Lee, Hyuk , Ha, Rim , Nam, Gibeom , Kim. Moon S. , Im, Jungho , Cho, Kyung Hwa

Article Issue Date2016-02 View8

Classification and mapping of paddy rice by combining Landsat and SAR time series data File File

Park, Seonyoung , Im, Jungho , Park, Seohui , Yoo, Cheolhee , Han, Hyangsun , Rhee, Jinyoung

Article Issue Date2018-03 View8

Classification of Carbon-Based Global Marine Eco-Provinces Using Remote Sensing Data and K-Means Clustering File File

Kim, Young Jun , Bae, Dukwon , Im, Jungho , Jung, Sihun , Choo, Minki , Han, Daehyeon

Article Issue Date2023-10 View25

CO2 concentration and its spatiotemporal variation in the troposphere using multi-sensor satellite data, carbon tracker, and aircraft observations File

Lee, Sanggyun , Kim, Dongmin , Im, Jungho , Lee, Myong-In , Park, Young-Gyu

Article Issue Date2017-07 View9

Combination four different ensemble algorithms with the generalized linear model (GLM) for predicting forest fire susceptibility File

Janizadeh, Saeid , Bateni, Sayed M. , Jun, Changhyun , Im, Jungho , Pai, Hao-Thing , Band, Shahab S. , Mosavi, Amir

Article Issue Date2023-12 View20

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 View26

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 View20

Comparison between convolutional neural networks and random forest for local climate zone classification in mega urban areas using Landsat images File

Yoo, Cheolhee , Han, Daehyeon , Im, Jungho , Bechtel, Benjamin

Article Issue Date2019-11 View18

Comparison of Five Spatio-Temporal Satellite Image Fusion Models over Landscapes with Various Spatial Heterogeneity and Temporal Variation File File

Liu, Maolin , Ke, Yinghai , Yin, Qi , Chen, Xiuwan , Im, Jungho

Article Issue Date2019-11 View34

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 View14

Deep learning-based monitoring of overshooting cloud tops from geostationary satellite data File

Kim, Miae , Lee, Junghye , Im, Jungho

Article Issue Date2018-04 View8

Delineation of climate regions using in-situ and remotely-sensed data for the Carolinas File

Rhee, Jinyoung , Im, Jungho , Carbone, Gregory J. , Jensen, John R.

Article Issue Date2008-06 View18

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 View18

Detection and monitoring of forest fires using Himawari-8 geostationary satellite data in South Korea File File

Jang, Eunna , Kang, Yoojin , Im, Jungho , Lee, Dong-Won , Yoon, Jongmin , Kim, Sang-Kyun

Article Issue Date2019-02 View11

Detection of arctic summer melt ponds using icesat-2 altimetry data File File

Han, Daehyeon , Kim, Young Jun , Jung, Sihun , Sim, Seongmun , Kim, Woohyeok , Jang, Eunna , Im, Jungho , Kim, Hyun-Cheol

Article Issue Date2021-10 View12

Detection of Convective Initiation Using Meteorological Imager Onboard Communication, Ocean, and Meteorological Based on Machine Learning Approaches File File

Han, Hyangsun , Lee, Sanggyun , Im, Jungho , Kim, Miae , Lee, Myong-In , Ahn, Myoung Hwan , Chung, Sung-Rae

Article Issue Date2015-07 View13

Detection of deterministic and probabilistic convection initiation using Himawari-8 Advanced Himawari Imager data File File

Lee, Sanggyun , Han, Hyangsun , Im, Jungho , Jang, Eunna , Lee, Myong-In

Article Issue Date2017-05 View4

Detection of Forest Fire Damage from Sentinel-1 SAR Data through the Synergistic Use of Principal Component Analysis and K-means Clustering [Sentinel-1 SAR K-means Clustering] File File

Lee, Jaese , Kim, Woohyeok , Im, Jungho , Kwon, Chunguen , Kim, Sungyong

Article Issue Date2021-10 View29

Detection of Individual Trees in Human Settlement Using Airborne LiDAR Data and Deep Learning-Based Urban Green Space Map File

Lee, Yeonsu , Son, Bokyung , Im, Jungho

Article Issue Date2023-10 View20

Detection of tropical cyclone genesis via quantitative satellite ocean surface wind pattern and intensity analyses using decision trees File

Park, Myung-Sook , Kim, Minsang , Lee, Myong-In , Im, Jungho , Park, Seonyoung

Article Issue Date2016-09 View8

Detection of tropical overshooting cloud tops using himawari-8 imagery File File

Kim, Miae , Im, Jungho , Park, Haemi , Park, Seonyoung , Lee, Myong-In , Ahn, Myoung-Hwan

Article Issue Date2017-07 View15

Developing a New Hourly Forest Fire Risk Index Based on Catboost in South Korea File File

Kang, Yoojin , Jang, Eunna , Im, Jungho , Kwon, Chungeun , Kim, Sungyong

Article Issue Date2020-11 View18

Developing data-driven models for quantifying Cochlodinium polykrikoides using the Geostationary Ocean Color Imager (GOCI) File

Kwon, Yong Sung , Jang, Eunna , Im, Jungho , Baek, Seung Ho , Park, Yongeun , Cho, Kyung Hwa

Article Issue Date2018-01 View15

Development of Mid-range Forecast Models of Forest Fire Risk Using Machine Learning File File

Park, Sumin , Son, Bokyung , Im, Jungho , Kang, Yoojin , Kwon, Chungeun , Kim, Sungyong

Article Issue Date2022-10 View41

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