Jungho Im

发表

Retrieval of Melt Ponds on Arctic Multiyear Sea Ice in Summer from TerraSAR-X Dual-Polarization Data Using Machine Learning Approaches: A Case Study in the Chukchi Sea with Mid-Incidence Angle Data

Duk-jin Kim, Jungho Im, Hyangsun Han, 2016, Remote. Sens..

Application Fields and Strategy of KOMPSAT-2 Imagery

Jungho Im, Ho-Sang Sakong, 2002 .

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

Jungho Im, Ju Hyoung Lee, Ju Hyoung Lee, 2015, Remote. Sens..

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

Jungho Im, Siqi Li, Lindi J. Quackenbush, 2019, Remote. Sens..

Retrieval of Total Precipitable Water from Himawari-8 AHI Data: A Comparison of Random Forest, Extreme Gradient Boosting, and Deep Neural Network

Jungho Im, Myoung-Hwan Ahn, Su Jeong Lee, 2019, Remote. Sens..

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

Michael E. Hodgson, Jungho Im, Zhenyu Lu, 2014 .

Optimizing the binary discriminant function in change detection applications

Michael E. Hodgson, John R. Jensen, Jungho Im, 2008 .

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

Jungho Im, Young-Gyu Park, Geun-Ha Park, 2017, Remote. Sens..

Estimating High Spatial Resolution Air Temperature for Regions with Limited in situ Data Using MODIS Products

Jungho Im, Jinyoung Rhee, J. Im, 2014, Remote Sensing.

Forest Biomass and Carbon Stock Quantification Using Airborne LiDAR Data: A Case Study Over Huntington Wildlife Forest in the Adirondack Park

Jungho Im, Tao Liu, Lindi J. Quackenbush, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Object‐based change detection using correlation image analysis and image segmentation

John R. Jensen, Jungho Im, J. A. Tullis, 2008 .

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

Jungho Im, Hyangsun Han, Miae Kim, 2015, Remote. Sens..

Synergistic use of QuickBird multispectral imagery and LIDAR data for object-based forest species classification

Jungho Im, Yinghai Ke, Lindi J. Quackenbush, 2010 .

Downscaling of MODIS One Kilometer Evapotranspiration Using Landsat-8 Data and Machine Learning Approaches

Jungho Im, Huili Gong, Yinghai Ke, 2016, Remote. Sens..

Detection and Monitoring of Forest Fires Using Himawari-8 Geostationary Satellite Data in South Korea

Jungho Im, Jongmin Yoon, Dong-Won Lee, 2019, Remote. Sens..

The spatiotemporal variations of CO2 in the troposphere using multi-sensor satellite data and aircraft observation

Jungho Im, Sanggyun Lee, Myong-In Lee, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Icing Detection over East Asia from Geostationary Satellite Data Using Machine Learning Approaches

Jungho Im, Pak Wai Chan, Seongmun Sim, 2018, Remote. Sens..

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

Jungho Im, Miae Kim, Jinwoo Kim, 2016, Remote. Sens..

Vegetation Cover Analysis of Hazardous Waste Sites in Utah and Arizona Using Hyperspectral Remote Sensing

John R. Jensen, Jungho Im, Ryan R. Jensen, 2012, Remote. Sens..

Road Extraction: A Review of LiDAR-Focused Studies

Jungho Im, Lindi J. Quackenbush, Yue Zuo, 2013 .

Support vector machines in remote sensing: A review

Jungho Im, Giorgos Mountrakis, Caesar Ogole, 2011 .

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

Jungho Im, Giorgos Mountrakis, Binglei Gong, 2011 .

An automated binary change detection model using a calibration approach

Michael E. Hodgson, John R. Jensen, Jungho Im, 2007 .

AMSR2 soil moisture downscaling using multisensor products through machine learning approach

Jungho Im, Jinyoung Rhee, Seonyoung Park, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

GOCI 위성영상과 기계학습을 이용한 한반도 연안 수질평가지수 추정

Jungho Im, Sanggyun Lee, Eunna Jang, 2016 .

Detection of Tropical Overshooting Cloud Tops Using Himawari-8 Imagery

Jungho Im, Miae Kim, Haemi Park, 2017, Remote. Sens..

Population estimation based on multi-sensor data fusion

Jungho Im, Zhenyu Lu, Lindi J. Quackenbush, 2010 .

Evaluating five remote sensing based single-source surface energy balance models for estimating daily evapotranspiration in a humid subtropical climate

Jungho Im, Lindi J. Quackenbush, Stephen B. Shaw, 2016, Int. J. Appl. Earth Obs. Geoinformation.

Classification and Mapping of Paddy Rice by Combining Landsat and SAR Time Series Data

Jungho Im, Hyangsun Han, Cheolhee Yoo, 2018, Remote. Sens..

Machine Learning Approaches for Detecting Tropical Cyclone Formation Using Satellite Data

Jungho Im, Minsang Kim, Myong-In Lee, 2019, Remote. Sens..

A Novel Framework of Detecting Convective Initiation Combining Automated Sampling, Machine Learning, and Repeated Model Tuning from Geostationary Satellite Data

Jungho Im, Hyangsun Han, Seongmun Sim, 2019, Remote. Sens..

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

Jungho Im, Junghee Lee, Miae Kim, 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Prediction of Drought on Pentad Scale Using Remote Sensing Data and MJO Index through Random Forest over East Asia

Jungho Im, Daehyun Kang, Myong-In Lee, 2018, Remote. Sens..

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

John R. Jensen, Jungho Im, J. R. Jensen, 2005 .

Neighborhood Correlation Image Analysis for Change Detection Using Different Spatial Resolution Imagery

Jungho Im, 2006 .

Development of a remote sensing change detection system based on neighborhood correlation image analysis and intelligent knowledge-based systems

John R. Jensen, Jungho Im, J. A. Tullis, 2005, Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05..

Estimation of Spatially Continuous Near-Surface Relative Humidity Over Japan and South Korea

Jungho Im, Seongmun Sim, Cheolhee Yoo, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

On the use of machine learning based ensemble approaches to improve evapotranspiration estimates from croplands across a wide environmental gradient

Jungho Im, Qi Liu, Kaniska Mallick, 2021 .

Remote Sensing-based House Value Estimation Using an Optimized Regional Regression Model

Jungho Im, Lindi J. Quackenbush, Zhenyu Lu, 2013 .

Improvement of Tropical Cyclone Track Forecast over the Western North Pacific Using a Machine Learning Method

Jungho Im, Jungho Im, Kyoungmin Kim, 2020 .

Estimation of Water Quality Index for Coastal Areas in Korea Using GOCI Satellite Data Based on Machine Learning Approaches

Jungho Im, Young-Gyu Park, Eunna Jang, 2016 .

Effects of national forest inventory plot location error on forest carbon stock estimation using k-nearest neighbor algorithm

Jaehoon Jung, Jungho Im, Joon Heo, 2013 .

Improvement of spatial interpolation accuracy of daily maximum air temperature in urban areas using a stacking ensemble technique

Jungho Im, Cheolhee Yoo, Dongjin Cho, 2020 .

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

Jungho Im, Junghee Lee, Fang Fang, 2016 .

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

Jungho Im, Lindi J. Quackenbush, Tao Liu, 2015 .

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

Jungho Im, Hyangsun Han, Eunna Jang, 2016 .

Synergistic Use of Hyperspectral UV-Visible OMI and Broadband Meteorological Imager MODIS Data for a Merged Aerosol Product

Jungho Im, Jungho Im, Sujung Go, 2020, Remote. Sens..

A Fusion Approach for Tree Crown Delineation from Lidar Data

Jungho Im, Colin J. Gleason, C. Gleason, 2012 .

Landfast sea ice monitoring using multisensor fusion in the Antarctic

Jungho Im, Hyangsun Han, Miae Kim, 2015 .

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

Jungho Im, Jinyoung Rhee, John R. Jensen, 2012 .

Estimating ground-level particulate matter concentrations using satellite-based data: a review

Jungho Im, Cheolhee Yoo, Lindi J. Quackenbush, 2020 .

A Volumetric Approach to Population Estimation Using Lidar Remote Sensing

Jungho Im, Lindi J. Quackenbush, Zhenyu Lu, 2011 .

Downscaling of AMSR-E soil moisture with MODIS products using machine learning approaches

Jungho Im, Jinyoung Rhee, Minha Choi, 2016, Environmental Earth Sciences.

Machine Learning Approaches for Estimating Forest Stand Height Using Plot-Based Observations and Airborne LiDAR Data

Jungho Im, Lindi J. Quackenbush, J. Im, 2018 .

Hyperspectral remote sensing analysis of short rotation woody crops grown with controlled nutrient and irrigation treatments

Jungho Im, John R. Jensen, Mark D. Coleman, 2009 .

Estimation of daily maximum and minimum air temperatures in urban landscapes using MODIS time series satellite data

Jungho Im, Cheolhee Yoo, Lindi J. Quackenbush, 2018 .

Estimation of spatially continuous daytime particulate matter concentrations under all sky conditions through the synergistic use of satellite-based AOD and numerical models.

Jungho Im, Chang-Keun Song, Myungje Choi, 2020, The Science of the total environment.

Spatiotemporal downscaling approaches for monitoring 8-day 30 m actual evapotranspiration

Jungho Im, Huili Gong, Seonyoung Park, 2017 .

Short-Term Forecasting of Satellite-Based Drought Indices Using Their Temporal Patterns and Numerical Model Output

Jungho Im, Jungho Im, Daehyeon Han, 2020, Remote. Sens..

Fusion of feature selection and optimized immune networks for hyperspectral image classification of urban landscapes

Jungho Im, Zhenyu Lu, Jinyoung Rhee, 2012 .

Icing detection from geostationary satellite data using machine learning approaches

Jungho Im, Junghee Lee, Seonghyun Ha, 2015 .

Estimation of Aboveground Forest Biomass Carbon Stock by Satellite Remote Sensing - A Comparison between k-Nearest Neighbor and Regression Tree Analysis -

Jaehoon Jung, Jungho Im, Joon Heo, 2014 .

Forest biomass estimation from airborne LiDAR data using machine learning approaches

Jungho Im, Colin J. Gleason, C. Gleason, 2012 .

Indicators for separating undesirable and well-delineated tree crowns in high spatial resolution images

Jungho Im, Lindi J. Quackenbush, L. Zhang, 2012 .

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

Jungho Im, Miae Kim, Junghye Lee, 2018 .