Jungho Im - RankMe

55 papers C 3Journal 52

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A framework for upscaling aboveground biomass from an individual tree to landscape level and qualifying the multiscale spatial uncertainties for secondary forests. Geo spatial Inf. Sci. Ye Ma, Jungho Im, Zhen Zhen, Yinghui Zhao
2025	J	`jnl`	A novel sea ice floe fragmentation index using Sentinel-2 and AMSR2 satellite data based on machine learning. Int. J. Appl. Earth Obs. Geoinformation Woohyeok Kim, Seongmun Sim, Sanggyun Lee, Julienne C. Stroeve, Daehyeon Han, Jungho Im
2025	J	`jnl`	Errata to "Improved SMAP Soil Moisture Retrieval Using a Deep Neural Network-Based Replacement of Radiative Transfer and Roughness Model". IEEE Trans. Geosci. Remote. Sens. Jaese Lee, Jungho Im, Bokyung Son, Eric G. Cosio, Norma Salinas
2025	J	`jnl`	Expanding high-resolution sea surface salinity estimation from coastal seas to open oceans through the synergistic use of multi-source data with machine learning. Int. J. Appl. Earth Obs. Geoinformation Taejun Sung, So-Hyun Kim, Seongmun Sim, Daehyeon Han, Eunna Jang, Jungho Im
2025	J	`jnl`	Improved hourly all-sky land surface temperature estimation: Incorporating the temporal variability of cloud-radiation interactions. Int. J. Appl. Earth Obs. Geoinformation Dukwon Bae, Dongjin Cho, Jungho Im, Cheolhee Yoo, Yeonsu Lee, Siwoo Lee
2024	J	`jnl`	ASCAT2SMAP: Image-to-Image Translation to Obtain L-Band-Like Soil Moisture From C-Band Satellite Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Jaese Lee, Sihun Jung, Jungho Im
2024	J	`jnl`	Deep learning-based gap filling for near real-time seamless daily global sea surface salinity using satellite observations. Int. J. Appl. Earth Obs. Geoinformation Eunna Jang, Daehyeon Han, Jungho Im, Taejun Sung, Young Jun Kim
2024	J	`jnl`	Enhancing Satellite-Based Wildfire Monitoring: Advanced Contextual Model Using Environmental and Structural Information. IEEE Trans. Geosci. Remote. Sens. Taejun Sung, Yoojin Kang, Jungho Im
2024	J	`jnl`	Improved SMAP Soil Moisture Retrieval Using a Deep Neural Network-Based Replacement of Radiative Transfer and Roughness Model. IEEE Trans. Geosci. Remote. Sens. Jaese Lee, Jungho Im, Bokyung Son, Eric G. Cosio, Norma Salinas
2024	J	`jnl`	Improving Short-Term Prediction of Ocean Fog Using Numerical Weather Forecasts and Geostationary Satellite-Derived Ocean Fog Data Based on AutoML. Remote. Sens. Seongmun Sim, Jungho Im, Sihun Jung, Daehyeon Han
2024	J	`jnl`	Mitigating underestimation of fire emissions from the Advanced Himawari Imager: A machine learning and multi-satellite ensemble approach. Int. J. Appl. Earth Obs. Geoinformation Yoojin Kang, Jungho Im
2023	J	`jnl`	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. Int. J. Appl. Earth Obs. Geoinformation Siwoo Lee, Cheolhee Yoo, Jungho Im, Dongjin Cho, Yeonsu Lee, Dukwon Bae
2023	J	`jnl`	Improved Ocean-Fog Monitoring Using Himawari-8 Geostationary Satellite Data Based on Machine Learning With SHAP-Based Model Interpretation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Seongmun Sim, Jungho Im
2023	J	`jnl`	Novel Features of Canopy Height Distribution for Aboveground Biomass Estimation Using Machine Learning: A Case Study in Natural Secondary Forests. Remote. Sens. Ye Ma, Lianjun Zhang, Jungho Im, Yinghui Zhao, Zhen Zhen
2022	J	`jnl`	A Novel Tropical Cyclone Size Estimation Model Based on a Convolutional Neural Network Using Geostationary Satellite Imagery. Remote. Sens. You-Hyun Baek, Il-Ju Moon, Jungho Im, Juhyun Lee
2022	J	`jnl`	All-Sky 1 km MODIS Land Surface Temperature Reconstruction Considering Cloud Effects Based on Machine Learning. Remote. Sens. Dongjin Cho, Dukwon Bae, Cheolhee Yoo, Jungho Im, Yeonsu Lee, Siwoo Lee
2022	J	`jnl`	An Advanced Operational Approach for Tropical Cyclone Center Estimation Using Geostationary-Satellite-Based Water Vapor and Infrared Channels. Remote. Sens. Yeji Shin, Juhyun Lee, Jungho Im, Seongmun Sim
2022	J	`jnl`	Downscaling MODIS nighttime land surface temperatures in urban areas using ASTER thermal data through local linear forest. Int. J. Appl. Earth Obs. Geoinformation Cheolhee Yoo, Jungho Im, Dongjin Cho, Yeonsu Lee, Dukwon Bae, Panagiotis Sismanidis
2022	J	`jnl`	High-Resolution Seamless Daily Sea Surface Temperature Based on Satellite Data Fusion and Machine Learning over Kuroshio Extension. Remote. Sens. Sihun Jung, Cheolhee Yoo, Jungho Im
2022	J	`jnl`	Multi-Platform LiDAR for Non-Destructive Individual Aboveground Biomass Estimation for Changbai Larch (Larix olgensis Henry) Using a Hierarchical Bayesian Approach. Remote. Sens. Man Wang, Jungho Im, Yinghui Zhao, Zhen Zhen
2022	J	`jnl`	Performance of Drought Indices in Assessing Rice Yield in North Korea and South Korea under the Different Agricultural Systems. Remote. Sens. Seonyoung Park, Jaese Lee, Jong-Min Yeom, Eunkyo Seo, Jungho Im
2021	J	`jnl`	Estimation of Spatially Continuous Near-Surface Relative Humidity Over Japan and South Korea. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Haemi Park, Junghee Lee, Cheolhee Yoo, Seongmun Sim, Jungho Im
2020	J	`jnl`	Different Spectral Domain Transformation for Land Cover Classification Using Convolutional Neural Networks with Multi-Temporal Satellite Imagery. Remote. Sens. Junghee Lee, Daehyeon Han, Minso Shin, Jungho Im, Junghye Lee, Lindi J. Quackenbush
2020	J	`jnl`	Estimation of All-Weather 1 km MODIS Land Surface Temperature for Humid Summer Days. Remote. Sens. Cheolhee Yoo, Jungho Im, Dongjin Cho, Naoto Yokoya, Junshi Xia, Benjamin Bechtel
2020	J	`jnl`	Forest and Crop Leaf Area Index Estimation Using Remote Sensing: Research Trends and Future Directions. Remote. Sens. Jin Xu, Lindi J. Quackenbush, Timothy A. Volk, Jungho Im
2020	J	`jnl`	Improving Local Climate Zone Classification Using Incomplete Building Data and Sentinel 2 Images Based on Convolutional Neural Networks. Remote. Sens. Cheolhee Yoo, Yeonsu Lee, Dongjin Cho, Jungho Im, Daehyeon Han
2020	J	`jnl`	Short-Term Forecasting of Satellite-Based Drought Indices Using Their Temporal Patterns and Numerical Model Output. Remote. Sens. Sumin Park, Jungho Im, Daehyeon Han, Jinyoung Rhee
2020	J	`jnl`	Synergistic Use of Hyperspectral UV-Visible OMI and Broadband Meteorological Imager MODIS Data for a Merged Aerosol Product. Remote. Sens. Sujung Go, Jhoon Kim, Sang Seo Park, Mijin Kim, Hyun-Kwang Lim, Ji-Young Kim, Dong-Won Lee, Jungho Im
2020	J	`jnl`	Tropical Cyclone Intensity Estimation Using Multi-Dimensional Convolutional Neural Networks from Geostationary Satellite Data. Remote. Sens. Juhyun Lee, Jungho Im, Dong-Hyun Cha, Haemi Park, Seongmun Sim
2019	J	`jnl`	A Novel Framework of Detecting Convective Initiation Combining Automated Sampling, Machine Learning, and Repeated Model Tuning from Geostationary Satellite Data. Remote. Sens. Daehyeon Han, Juhyun Lee, Jungho Im, Seongmun Sim, Sanggyun Lee, Hyangsun Han
2019	J	`jnl`	Advances in Remote Sensing-Based Disaster Monitoring and Assessment. Remote. Sens. Jungho Im, Haemi Park, Wataru Takeuchi
2019	J	`jnl`	Airborne Lidar Sampling Strategies to Enhance Forest Aboveground Biomass Estimation from Landsat Imagery. Remote. Sens. Siqi Li, Lindi J. Quackenbush, Jungho Im
2019	J	`jnl`	Comparison of Five Spatio-Temporal Satellite Image Fusion Models over Landscapes with Various Spatial Heterogeneity and Temporal Variation. Remote. Sens. Maolin Liu, Yinghai Ke, Qi Yin, Xiuwan Chen, Jungho Im
2019	J	`jnl`	Detection and Monitoring of Forest Fires Using Himawari-8 Geostationary Satellite Data in South Korea. Remote. Sens. Eunna Jang, Yoojin Kang, Jungho Im, Dong-Won Lee, Jongmin Yoon, Sang-Kyun Kim
2019	J	`jnl`	Machine Learning Approaches for Detecting Tropical Cyclone Formation Using Satellite Data. Remote. Sens. Minsang Kim, Myung-Sook Park, Jungho Im, Seonyoung Park, Myong-In Lee
2019	J	`jnl`	Retrieval of Total Precipitable Water from Himawari-8 AHI Data: A Comparison of Random Forest, Extreme Gradient Boosting, and Deep Neural Network. Remote. Sens. Yeonjin Lee, Daehyeon Han, Myoung Hwan Ahn, Jungho Im, Su Jeong Lee
2018	J	`jnl`	Classification and Mapping of Paddy Rice by Combining Landsat and SAR Time Series Data. Remote. Sens. Seonyoung Park, Jungho Im, Seohui Park, Cheolhee Yoo, Hyangsun Han, Jinyoung Rhee
2018	J	`jnl`	Convolutional Neural Network-Based Land Cover Classification Using 2-D Spectral Reflectance Curve Graphs With Multitemporal Satellite Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Miae Kim, Junghee Lee, Daehyeon Han, Minso Shin, Jungho Im, Junghye Lee, Lindi J. Quackenbush, Zhu Gu
2018	J	`jnl`	Icing Detection over East Asia from Geostationary Satellite Data Using Machine Learning Approaches. Remote. Sens. Seongmun Sim, Jungho Im, Sumin Park, Haemi Park, Myoung Hwan Ahn, Pak Wai Chan
2018	J	`jnl`	Prediction of Drought on Pentad Scale Using Remote Sensing Data and MJO Index through Random Forest over East Asia. Remote. Sens. Seonyoung Park, Eunkyo Seo, Daehyun Kang, Jungho Im, Myong-In Lee
2017	J	`jnl`	Detection of Tropical Overshooting Cloud Tops Using Himawari-8 Imagery. Remote. Sens. Miae Kim, Jungho Im, Haemi Park, Seonyoung Park, Myong-In Lee, Myoung Hwan Ahn
2017	J	`jnl`	Estimation of Fugacity of Carbon Dioxide in the East Sea Using In Situ Measurements and Geostationary Ocean Color Imager Satellite Data. Remote. Sens. Eunna Jang, Jungho Im, Geun-Ha Park, Young-Gyu Park
2016	J	`jnl`	Arctic Sea Ice Thickness Estimation from CryoSat-2 Satellite Data Using Machine Learning-Based Lead Detection. Remote. Sens. Sanggyun Lee, Jungho Im, Jinwoo Kim, Miae Kim, Minso Shin, Hyun-Cheol Kim, Lindi J. Quackenbush
2016	J	`jnl`	Downscaling of MODIS One Kilometer Evapotranspiration Using Landsat-8 Data and Machine Learning Approaches. Remote. Sens. Yinghai Ke, Jungho Im, Seonyoung Park, Huili Gong
2016	J	`jnl`	Evaluating five remote sensing based single-source surface energy balance models for estimating daily evapotranspiration in a humid subtropical climate. Int. J. Appl. Earth Obs. Geoinformation Nishan Bhattarai, Stephen B. Shaw, Lindi J. Quackenbush, Jungho Im, Rewati Niraula
2016	J	`jnl`	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. Remote. Sens. Hyangsun Han, Jungho Im, Miae Kim, Seongmun Sim, Jin-Woo Kim, Duk-jin Kim, Sung-Ho Kang
2015	J	`jnl`	A Novel Bias Correction Method for Soil Moisture and Ocean Salinity (SMOS) Soil Moisture: Retrieval Ensembles. Remote. Sens. Ju Hyoung Lee, Jungho Im
2015	C	`conf`	AMSR2 soil moisture downscaling using multisensor products through machine learning approach. IGARSS Seonyoung Park, Jungho Im, Sumin Park, Jinyoung Rhee
2015	J	`jnl`	Detection of Convective Initiation Using Meteorological Imager Onboard Communication, Ocean, and Meteorological Satellite Based on Machine Learning Approaches. Remote. Sens. Hyangsun Han, Sanggyun Lee, Jungho Im, Miae Kim, Myong-In Lee, Myoung Hwan Ahn, Sung-Rae Chung
2015	C	`conf`	The spatiotemporal variations of CO2 in the troposphere using multi-sensor satellite data and aircraft observation. IGARSS Sanggyun Lee, Jungho Im, Myong-In Lee
2014	J	`jnl`	Estimating High Spatial Resolution Air Temperature for Regions with Limited Remote. Sens. Jinyoung Rhee, Jungho Im
2014	J	`jnl`	Forest Biomass and Carbon Stock Quantification Using Airborne LiDAR Data: A Case Study Over Huntington Wildlife Forest in the Adirondack Park. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Manqi Li, Jungho Im, Lindi J. Quackenbush, Tao Liu
2012	J	`jnl`	Vegetation Cover Analysis of Hazardous Waste Sites in Utah and Arizona Using Hyperspectral Remote Sensing. Remote. Sens. Jungho Im, John R. Jensen, Ryan R. Jensen, John Gladden, Jody Waugh, Mike Serrato
2010	J	`jnl`	An automatic region-based image segmentation algorithm for remote sensing applications. Environ. Model. Softw. Zhongwu Wang, John R. Jensen, Jungho Im
2005	C	`conf`	Development of a remote sensing change detection system based on neighborhood correlation image analysis and intelligent knowledge-based systems. IGARSS Jungho Im, John R. Jensen, Jason A. Tullis