Chang-Wook Lee

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Land cover classification analysis of volcanic island in Aleutian Arc using an artificial neural network (ANN) and a support vector machine (SVM) from Landsat imagery

Prima Riza Kadavi, Chang-Wook Lee, 2018, Geosciences Journal.

Combining landslide susceptibility maps obtained from frequency ratio, logistic regression, and artificial neural network models using ASTER images and GIS

Saro Lee, Jaewon Choi, H. Oh, 2012 .

Evaluation of landslide susceptibility mapping by evidential belief function, logistic regression and support vector machine models

Prima Riza Kadavi, Saro Lee, H. Oh, 2018 .

Landslide-susceptibility mapping in Gangwon-do, South Korea, using logistic regression and decision tree models

Prima Riza Kadavi, Saro Lee, Chang-Wook Lee, 2019, Environmental Earth Sciences.

Prediction of landslides using ASTER imagery and data mining models

Saro Lee, Jaewon Choi, H. Oh, 2012 .

Assessment of Landslide-Prone Areas and Their Zonation Using Logistic Regression, LogitBoost, and NaïveBayes Machine-Learning Algorithms

Hamid Reza Pourghasemi, Sungjae Park, Chang-Wook Lee, 2018, Sustainability.

Land Subsidence Measurement of Jakarta Coastal Area Using Time Series Interferometry with Sentinel-1 SAR Data

J. Eom, Chang-Wook Lee, W. L. Hakim, 2020, Journal of Coastal Research.

Land Subsidence Measurement in Reclaimed Coastal Land: Noksan Using C-Band Sentinel-1 Radar Interferometry

Chang-Wook Lee, A. R. Achmad, Arip Nur, 2020, Journal of Coastal Research.

Analysis of the relationship between volcanic eruption and surface deformation in volcanoes of the Alaskan Aleutian Islands using SAR interferometry

Chang-Wook Lee, Seulki Lee, 2018, Geosciences Journal.

Ground Subsidence Measurements of Noksan National Industrial Complex using C-band Multi-temporal SAR images

Chang-Wook Lee, Minji Cho, 2014 .

Monitoring of Volcanic Activity of Augustine Volcano, Alaska Using TCPInSAR and SBAS Time-series Techniques for Measuring Surface Deformation

Lei Zhang, Chang-Wook Lee, Minji Cho, 2013 .

Digital elevation model generation from satellite interferometric synthetic aperture radar

Lei Zhang, Zhong Lu, Hyung-Sup Jung, 2012 .

An Effective Gap Filtering Method for Landsat ETM+ SLC-Off Data

Chang-Wook Lee, Seulki Lee, Minji Cho, 2016 .

Novel hybrid intelligence models for flood-susceptibility prediction: Meta optimization of the GMDH and SVR models with the genetic algorithm and harmony search

B. Pradhan, D. Bui, M. Panahi, 2020 .

Analysis of the relationships between topographic factors and landslide occurrence and their application to landslide susceptibility mapping: a case study of Mingchukur, Uzbekistan

Prima Riza Kadavi, Saro Lee, Chang-Wook Lee, 2018, Geosciences Journal.

Landsat images and artificial intelligence techniques used to map volcanic ashfall and pyroclastic material following the eruption of Mount Agung, Indonesia

Prima Riza Kadavi, B. Pradhan, Chang-Wook Lee, 2020, Arabian Journal of Geosciences.

Large-scale dynamic flood monitoring in an arid-zone floodplain using SAR data and hybrid machine-learning models

M. Panahi, G. Foody, Hamid Darabi, 2022, Journal of Hydrology.

Volcanic activity analysis of Mt. Sinabung in Indonesia using Remote Sensing and GIS techniques

Zhong Lu, Jinwoo Kim, Chang-Wook Lee, 2015 .

Measurement of 2D surface deformation on the Seguam volcano of Alaska using DInSAR Multi-track time-series techniques

Chang-Wook Lee, Seulki Lee, 2014 .

Application of Decision-Tree Model to Groundwater Productivity-Potential Mapping

Saro Lee, Chang-Wook Lee, 2015 .

Surface deformation simulation for InSAR detection using a machine learning approach on the hantangang river volcanic field: A case study on the orisan mountain

Chang-Wook Lee, Yu-Chul Park, Sungjae Park, 2022, Frontiers in Environmental Science.

A comparison of the Landsat image and LAHARZ-simulated lahar inundation hazard zone by the 2010 Merapi eruption

Saro Lee, Chang-Wook Lee, Seulki Lee, 2015, Bulletin of Volcanology.

Improved Combined Scatterers Interferometry With Optimized Point Scatterers (ICOPS) for Interferometric Synthetic Aperture Radar (InSAR) Time-Series Analysis

Chang-Wook Lee, A. R. Achmad, M. Fadhillah, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Monitoring Mount Sinabung in Indonesia Using Multi-Temporal InSAR

Zhong Lu, Jinwoo Kim, Chang-Wook Lee, 2017 .

Baekdusan Volcano Time-Series Analysis from 1992 to 1998 Using Multi-Interferogram InSAR Processing

Chang-Wook Lee, 2014 .

Deformation of the Augustine Volcano, Alaska, 1992–2005, measured by ERS and ENVISAT SAR interferometry

J. Won, Zhong Lu, O. Kwoun, 2008 .

Dynamic deformation of Seguam Island, Alaska, 1992--2008, from multi-interferogram InSAR processing

Joong-Sun Won, Hyung-Sup Jung, Zhong Lu, 2013 .

Measurement of surface deformation related to the December 2018 Mt. Etna eruption using time-series interferometry and magma modeling for hazard zone mapping

Hahn Chul Jung, Sang-Wan Kim, Chang-Wook Lee, 2022, Geosciences Journal.

MEASUREMENT OF A SMALL-SCALE SUBSIDENCE IN A RECLAIMED LAND USING RADARSAT-1 SAR

Sang-Wan Kim, Hyung-Sup Jung, Chang-Wook Lee, 2006 .

Detection and Hazard Mapping of Lahar and Pyroclastic Flow at Mount Merapi in Indonesia using the LAHARZ Program

Chang-Wook Lee, Seulki Lee, 2015 .

Surface Deformation of Augustine Volcano, 1992-2005, from Multiple-Interferogram Processing Using a Refined Small Baseline Subset (SBAS) Interferometric Synthetic Aperture Radar (InSAR) Approach

J. Won, Zhong Lu, Hyung-Sup Jung, 2010 .

A country-wide assessment of Iran's land subsidence susceptibility using satellite-based InSAR and machine learning

M. Panahi, K. Khosravi, A. Sharifi, 2022, Geocarto International.

Performance comparison of two deep learning models for flood susceptibility map in Beira area, Mozambique

M. Panahi, Chang-Wook Lee, Sungjae Park, 2022, The Egyptian Journal of Remote Sensing and Space Science.

Improvement of Earthquake Risk Awareness and Seismic Literacy of Korean Citizens through Earthquake Vulnerability Map from the 2017 Pohang Earthquake, South Korea

Mutiara Syifa, Chang-Wook Lee, Ju Han, 2021, Remote. Sens..

Application of Support Vector Regression and Metaheuristic Optimization Algorithms for Groundwater Potential Mapping in Gangneung-si, South Korea

Chang-Wook Lee, Saro Lee, Yu-Chul Park, 2021, Remote. Sens..

Groundwater Productivity Potential Mapping Using Logistic Regression and Boosted Tree Models: The Case of Okcheon City in Korea

Chang-Wook Lee, Saro Lee, Saro Lee, 2018, Advances in Remote Sensing and Geo Informatics Applications.

Spatial Prediction of Groundwater Potentiality in Large Semi-Arid and Karstic Mountainous Region Using Machine Learning Models

B. Pradhan, A. Alamri, Chang-Wook Lee, 2021, Water.

Assessment of Landslide Susceptibility Using Statistical- and Artificial Intelligence-Based FR-RF Integrated Model and Multiresolution DEMs

Biswajeet Pradhan, Alireza Arabameri, Chang-Wook Lee, 2019, Remote. Sens..

Comparison of Different Algorithms to Map Hydrothermal Alteration Zones Using ASTER Remote Sensing Data for Polymetallic Vein-Type Ore Exploration: Toroud-Chahshirin Magmatic Belt (TCMB), North Iran

Biswajeet Pradhan, Amin Beiranvand Pour, Chang-Wook Lee, 2019, Remote. Sens..

InSAR time-series analysis and susceptibility mapping for land subsidence in Semarang, Indonesia using convolutional neural network and support vector regression

B. Pradhan, Chang-Wook Lee, Sungjae Park, 2023, Remote Sensing of Environment.

Land Subsidence Susceptibility Mapping in Jakarta Using Functional and Meta-Ensemble Machine Learning Algorithm Based on Time-Series InSAR Data

Chang-Wook Lee, Wahyu Luqmanul Hakim, Arief Rizqiyanto Achmad, 2020, Remote. Sens..

Integration of InSAR Time-Series Data and GIS to Assess Land Subsidence along Subway Lines in the Seoul Metropolitan Area, South Korea

Chang-Wook Lee, Arief Rizqiyanto Achmad, Muhammad Fulki Fadhillah, 2020, Remote. Sens..

Cumulative infiltration and infiltration rate prediction using optimized deep learning algorithms: A study in Western Iran

M. Panahi, Sajjad Ahmad, K. Khosravi, 2021 .

Flood Mapping Using Remote Sensing Imagery and Artificial Intelligence Techniques: A Case Study in Brumadinho, Brazil

J. Eom, Chang-Wook Lee, A. R. Achmad, 2019, Journal of Coastal Research.

Landslide Susceptibility Mapping and Comparison Using Decision Tree Models: A Case Study of Jumunjin Area, Korea

Saro Lee, Sungjae Park, Chang-Wook Lee, 2018, Remote. Sens..

Assessing the effects of external factors on sediment erosion and accumulation in an estuarine environment based on images from unmanned aerial vehicles: Namdaecheon, South Korea

J. Eom, Chang-Wook Lee, Yu-Chul Park, 2021, Geosciences Journal.

A Survey of Sediment Fineness and Moisture Content in the Soyang Lake Floodplain Using GPS Data

Prima Riza Kadavi, Chang-Wook Lee, Mutiara Syifa, 2021 .

Pixel and Object-Based Machine Learning Classification Schemes for Lithological Mapping Enhancement of Semi-Arid Regions Using Sentinel-2A Imagery: A Case Study of the Southern Moroccan Meseta

Biswajeet Pradhan, Chang-Wook Lee, Imane Serbouti, 2021, IEEE Access.

Convolutional neural network (CNN) with metaheuristic optimization algorithms for landslide susceptibility mapping in Icheon, South Korea.

M. Panahi, Saro Lee, K. Khosravi, 2021, Journal of environmental management.

Application of Ensemble-Based Machine Learning Models to Landslide Susceptibility Mapping

Saro Lee, Prima Riza Kadavi, Chang-Wook Lee, 2018, Remote. Sens..

Detection of the Pine Wilt Disease Tree Candidates for Drone Remote Sensing Using Artificial Intelligence Techniques

Mutiara Syifa, Chang-Wook Lee, Sungjae Park, 2020 .

Detection of Damaged Pine Tree by the Pine Wilt Disease Using UAV Image

Chang-Wook Lee, Sungjae Park, Seulki Lee, 2019 .

An Artificial Intelligence Application for Post-Earthquake Damage Mapping in Palu, Central Sulawesi, Indonesia

Mutiara Syifa, Prima Riza Kadavi, Chang-Wook Lee, 2019, Sensors.

Creation of Wildfire Susceptibility Maps in Plumas National Forest Using InSAR Coherence, Deep Learning, and Metaheuristic Optimization Approaches

Chang-Wook Lee, Y. J. Kim, A. Nur, 2022, Remote. Sens..

Mapping of Post-Wildfire Burned Area Using a Hybrid Algorithm and Satellite Data: The Case of the Camp Fire Wildfire in California, USA

Chang-Wook Lee, Mahdi Panahi, Mutiara Syifa, 2020, Remote. Sens..

Spatial Prediction of Wildfire Susceptibility Using Hybrid Machine Learning Models Based on Support Vector Regression in Sydney, Australia

Chang-Wook Lee, Y. J. Kim, A. Nur, 2023, Remote. Sens..

Convolutional neural network and long short-term memory algorithms for groundwater potential mapping in Anseong, South Korea

M. Panahi, F. Rezaie, Chang-Wook Lee, 2022, Journal of Hydrology: Regional Studies.

Predicting the hazard area of the volcanic ash caused by Mt. Ontake Eruption

Chang-Wook Lee, Seulki Lee, 2014 .

A Collaborative Change Detection Approach on Multi-Sensor Spatial Imagery for Desert Wetland Monitoring after a Flash Flood in Southern Morocco

Biswajeet Pradhan, Chang-Wook Lee, Sofia Hakdaoui, 2019, Remote. Sens..

Analysis of the Pyroclastic Flow Deposits of Mount Sinabung and Merapi Using Landsat Imagery and the Artificial Neural Networks Approach

Prima Riza Kadavi, Chang-Wook Lee, Won-Jin Lee, 2017 .

Estimating the Pre-Historical Volcanic Eruption in the Hantangang River Volcanic Field: Experimental and Simulation Study

Chang-Wook Lee, Sungjae Park, W. L. Hakim, 2022, Remote. Sens..

Earthquake Probability Assessment for the Indian Subcontinent Using Deep Learning

Chang Wook Lee, Biswajeet Pradhan, Ratiranjan Jena, 2020, Sensors.

Estimating the potential risk of the Mt. Baekdu Volcano using a synthetic interferogram and the LAHARZ inundation zone

J. Eom, Chang-Wook Lee, Sungjae Park, 2020, Geosciences Journal.

Orthorectification of WorldView-3 Satellite Image Using Airborne Laser Scanning Data

Biswajeet Pradhan, Chang-Wook Lee, Abdullah Alamri, 2021, J. Sensors.

Ruditapes philippinarum Habitat Mapping Potential Using SVM and Naïve Bayes

Saro Lee, H. Oh, Chang-Wook Lee, 2019, Journal of Coastal Research.

Changes Detection of Ice Dimension in Cheonji, Baekdu Mountain Using Sentinel-1 Image Classification

J. Eom, Chang-Wook Lee, Sungjae Park, 2020 .

Forest Canopy Height Estimation Using Multiplatform Remote Sensing Dataset

Chang-Wook Lee, Won-Jin Lee, Chang-Wook Lee, 2018, J. Sensors.

Mapping of landslide potential in Pyeongchang-gun, South Korea, using machine learning meta-based optimization algorithms

M. Panahi, F. Rezaie, Chang-Wook Lee, 2022, The Egyptian Journal of Remote Sensing and Space Science.

Mapping Pyroclastic Flow Inundation Using Radar and Optical Satellite Images and Lahar Modeling

Zhong Lu, Sungjae Park, Chang-Wook Lee, 2018, J. Sensors.

Mapping ground surface deformation using temporarily coherent point SAR interferometry: Application to Los Angeles Basin

Hyung-Sup Jung, Xiaoli Ding, Lei Zhang, 2012 .

Land Subsidence Susceptibility Mapping Using Bayesian, Functional, and Meta-Ensemble Machine Learning Models

Saro Lee, Mutiara Syifa, Chang-Wook Lee, 2019, Applied Sciences.

International Journal of Remote Sensing

Zhong Lu, Hyung-Sup Jung, Chang-Wook Lee, 2012 .

Comparison of Satellite Imagery for Identifying Seagrass Distribution Using a Machine Learning Algorithm on the Eastern Coast of South Korea

Chang-Wook Lee, Liadira Kusuma Widya, J. Do, 2023, Journal of Marine Science and Engineering.

Time-series Analysis of Pyroclastic Flow Deposit and Surface Temperature at Merapi Volcano in Indonesia Using Landsat TM and ETM+

Chang-Wook Lee, Minji Cho, Zong Lu, 2013 .

Modeling of CO Emissions from Traffic Vehicles Using Artificial Neural Networks

Biswajeet Pradhan, Helmi Zulhaidi Mohd Shafri, Hossein Mojaddadi Rizeei, 2019, Applied Sciences.

Predicting the extent of the volcanic ash dispersion using GOCI image and HYSPLIT model - A case study of the 17 Sep, 2013 eruption in SAKURAJIMA volcano -

G. Ryu, Jong-Kuk Choi, Chang-Wook Lee, 2014 .

Machine Learning-Based and 3D Kinematic Models for Rockfall Hazard Assessment Using LiDAR Data and GIS

Biswajeet Pradhan, Ali Mutar Fanos, Chang-Wook Lee, 2020, Remote. Sens..