Research Paper
Research Paper

International Journal

Ratiranjan, Jena.; Biswajeet, Pradhan.; Abdullah, Al‐Amri,; Chang Wook, Lee.; and Hyuck‐jin, Park. (2020): Earthquake Probability Assessment for the Indian Subcontinent Using Deep Learning, Sensors, Vol. 20, Issue. 16, pp. 1-23 .

Syifa, M.; Panahi, M.; Lee, C.-W. (2020): Mapping of Post-Wildfire Burned Area Using a Hybrid Algorithm and Satellite Data: The Case of the Camp Fire Wildfire in California, USA , Remote Sensing, Vol. 12, Issue. 4, pp. 623.

Syifa, M.; Kadavi, P.R.; Lee, C.-W.; and Alamri, A.M. (2020): Landsat images and artificial intelligence techniques used to map volcanic ashfall and pyroclastic material following the eruption of Mount Agung, Indonesia , Arabian Journal of Geosciences, Vol. 13, Issue. 3, pp. 133.

Ali, Mutar Fanos.; Biswajeet, Pradhan.; Abdullah Alamri .; and Chang-Wook, Lee.  (2020): Machine Learning-Based and 3D Kinematic Models for Rockfall Hazard Assessment Using LiDAR Data and GIS , Remote Sens. 2020, 12(11), 1755.

Hakdaoui, S.; Emran, A.; Pradhan, B.; Qninba, A.; Balla, T.E.; Mfondoum, A.H.N.; Lee, C.-W.; Alamri, A.M. (2020): Assessing the Changes in the Moisture/Dryness of Water Cavity Surfaces in Imlili Sebkha in Southwestern Morocco by Using Machine Learning Classification in Google Earth Engine , Remote Sensing, Vol. 12, NO. 1, 131.

Oh, H.-J.; Syifa, M.; Lee, C.-W., and Lee, S. (2019): Ruditapes philippinarum Habitat Mapping Potential Using SVM and Naïve Bayes , Journal of Coastal Research, Special Issue No. 90, pp. 41-48.

Eom, J.; Park, W.; Syifa, M.; Lee, C., and Yoon, S. (2019): Monitoring Variation in Sea Surface Temperature in the Nakdong River Estuary, Korea, Using Multiple Satellite Images ,Journal of Coastal Research, Special Issue No. 90, pp. 183-189.

Syifa, M.; Park, S.-J.; Achmad, A.-R.; Lee, C.-W., and Eom, J. (2019): Flood Mapping Using Remote Sensing Imagery and Artificial Intelligence Techniques: A Case Study in Brumadinho, Brazil , Journal of Coastal Research, Special Issue No. 90, pp. 197-204.

Achmad, A.R.; Syifa, M.; Park, S.J.; and Lee, C.W. (2019): Geomorphological Transition Research for Affecting the Coastal Environment due to the Volcanic Eruption of Anak Krakatau by Satellite Imagery , Journal of Coastal Research, Special Issue No. 90, pp. 214-220.

Park, S.-J.; Achmad, A.R.; Syifa, M., and Lee, C.-W. (2019): Machine Learning Application for Coastal Area Change Detection in Gangwon Province, South Korea Using High-Resolution Satellite Imagery , Journal of Coastal Research, Special Issue No. 90, pp. 228-235.

Lee, S.; Syifa, M.; Koo, B.J.; Lee, C.-W., and Oh, H.-J. (2019): Spatial Macrobenthos Habitat on Ganghwa Tidal Flat, Korea: Part II - Habitat Potential Mapping of Potamocorbula laevis Using Probability Models , Journal of Coastal Research, Special Issue No. 90, pp. 401-408.

Ghodousi, M.; Alesheikh, A.A.; Saeidian, B.; Pradhan, B.; Lee, C.-W. (2019): Evaluating Citizen Satisfaction and Prioritizing Their Needs Based on Citizens’ Complaint Data , Sustainability, Vol. 11, NO. 17, 4595.

Hakdaoui, S.; Emran, A.; Pradhan, B.; Lee, C.-W.; Nguemhe Fils, S.C. (2019): A Collaborative Change Detection Approach on Multi-Sensor Spatial Imagery for Desert Wetland Monitoring after a Flash Flood in Southern Morocco , Remote Sensing, Vol. 11, NO. 9, 1042.

Arabameri, A.; Pradhan, B.; Rezaei, K.; Lee, C.-W. (2019): Assessment of Landslide Susceptibility Using Statistical- and Artificial Intelligence-Based FR–RF Integrated Model and Multiresolution DEMs , Remote Sensing, Vol. 11, NO. 9, 999.

Oh, H.-J.,Syifa, M, Lee, C.-W & S.-R. Lee (2019): land subsidence susceptibility mapping using Bayesian, Functional, and Meta-Ensemble Machine Learning Models, Applied Sciences, Vol. 9, NO. 6, 1248.

Noori, L.; Pour, A.B.; Askari, G.; Taghipour, N.; Pradhan, B.; Lee, C.-W.; Honarmand, M (2019): 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, Remote Sensing, Vol. 11, NO. 5, 495.

Kadavi, P.-R, Lee, C.-W, S.-R. Lee (2019): Landslide-susceptibility mapping in Gangwon-do, South Korea, using logistic regression and decision tree models, Environmental Earth Sciences, Vol. 78, NO. 116.

Syifa, M, Kadavi, P.-R, Lee, C.-W (2019): An Artificial Intelligence Application for Post-Earthquake Damage Mapping in Palu, Central Sulawesi, Indonesia, Sensors, Vol. 19, NO. 3, 542.

Azeez, O.S., Pradhan, B., Shafri, H.Z.M., Shukla, N., Lee, C.-W., Rizeei, H.M. (2019): Modeling of CO Emissions from Traffic Vehicles Using Artificial Neural Networks, Applied Sciences, Vol. 9, NO. 2, 313.

Kadirhodjaev, A.-Z., Kadavi, P.-R, Lee, C.-W & S.-R. Lee (2018): Analysis of the relationships between topographic factors and landslide occurrence and their application to landslide susceptibility mapping: a case study of Mingchukur, Uzbekistan, Geosciences Journal, Vol. 22, NO. 6, 1053–1067.

Pourghasemi, H.-R., Gayen, A.-M, Park, S.-J, Lee, C.-W & S.-R. Lee (2018): Assessment of Landslide-Prone Areas and Their Zonation Using Logistic Regression, LogitBoost, and NaïveBayes Machine-Learning Algorithms, Sustainability, Vol. 10, NO. 10, 3697.

Lee, S.-K., C.-W. Lee*(2018): Analysis of the relationship between volcanic eruption and surface deformation in volcanoes of the Alaskan Aleutian Islands using SAR interferometry , Geoscience Journal, Vol. 22, No. 6, 1069-1080.

Oh, H.-J., Kadavi, P.-R, Lee, C.-W & S.-R. Lee (2018): Evaluation of landslide susceptibility mapping by evidential belief function, logistic regression and support vector machine models, Geomatics, Natural Hazards and Risk, Vol. 9, NO. 1, 1053–1070.

Park, S.-J., Lee, C.-W, S.-R. Lee and Lee, M.-J (2018): Landslide Susceptibility Mapping and Comparison Using Decision Tree Models: A Case Study of Jumunjin Area, Korea, Remote Sensing, 10(10), 1545.

Prima Riza, K. and Lee, C.-W and S.-R. Lee (2018): Application of Ensemble-Based Machine Learning Models to Landslide Susceptibility Mapping, Remote Sensing, 10(8), 1252.

Prima Riza, K. and Lee, C.-W( 2018): 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, Geosciences Journal, Vol. 22, Issue 4, pp 653–665.

Lee, W.-J and Lee, C.-W (2018): Forest Canopy Height Estimation Using Multiplatform Remote Sensing dataset, Journal of Sensors, Vol.2018, 1593129.

Lee, C.-W, Z. Lu, J.-W, Kim and S.-J, Park (2018): Mapping Pyroclastic Flow Inundation Using Radar and Optical Satellite Images and Lahar Modeling, Journal of Sensors. Vol.2018, 8217565.

Prima Riza, K., W.-J, Lee and Lee, C.-W (2017): Analysis of the Pyroclastic Flow Deposits of Mount Sinabung and Merapi Using Landsat Imagery and the Artificial Neural Networks Approach. Applied Sciences, Vol.7, No.9, 935-949.

Lee, S.-K, M.-J. Cho and C.-W. (2016): An Effective Gap Filtering Method for Landsat ETM+ SLC-off Data, Terr. Atmos. Ocean. Sci. Journal, Vol.27, No.6, 921-932.

Lee, S.-R. and C.-W. (2015): Application of Decision-Tree Model to Groundwater Productivity-Potential Mapping, Sustainability, 7(10), 13416-13432

Lee, S.-K, Lee, C.-W., and S.-R. Lee (2015): A comparison of the Landsat image and LAHARZ-simulated lahar inundation hazard zone by the 2010 Merapi eruption,Bulletin of Volcanology, DOI 10.1007/s00445-015-0920-4.

Gong, W., F.J. Meyer, C.-W. Lee, Z. Lu and J. Freymueller (2014): Measurement and interpretation of subtle deformation signals at Unimak Islandfrom 2003 to 2010 using weathermodel-assisted time series InSAR, Journal of Geophysical Research, 120, 1174–1194.

Lee, C.-W. (2014): Baekdusan Volcano Time-Series Analysis from 1992 to 1998 Using Multi-Interferogram InSAR Processing, Terr. Atmos. Ocean. Sci. Journal, Vol.25 Issue 6, p743-754.

Lee, C.-W., Z. Lu, J.-S. Won, H.-S. Jung, and D. Dzurisin (2013): Dynamic deformation of Seguam Volcano, Alaska, 1992-2008, from multi-interferogram InSAR processing, Journal of Volcanology and Geothermal Research, Vol. 260, 43-51.

Lee, C.-W., Z. Lu, H.-S. Jung, and D. Dzurisin (2012): Simulation of time series surface deformation to validate multi-interferogram InSAR processing technique, International Journal of Remote Sensing, Vol. 33, No. 22, 7075-7087.

Kyo-Young, Song., Hyun-Joo, Oh., Jaewon, Choi., Inhye, Park., Changwook, Lee., and Saro, Lee., (2012): Prediction of landslides using ASTER imagery and data mining models, Volume 49, Issue 5, 1 March 2012, Pages 978-993.

Lei,Z., Z.Lu, X.Ding, H.-S.Jung, and G.Feng, and C.-W., Lee (2011): Mapping ground surface deformation using temporarily coherent point SAR interferometry: application to Los Angeles Basin, Remote Sensing of Environment, DOI:10.1016/j.rse.2011.10.020.

Choi, J.-W, H.-J.Oh, H.-J. Lee, C.-W. Lee, S. Lee (2011): Combining landslide susceptibility maps obtained from frequency ratio, logistic regression, and artificial neural network models using ASTER images and GIS, Engineering Geology, DOI:10.1016/j.enggeo.2011.09.011.

Lee, C.-W., Z. Lu, H.-S. Jung, J.-S. Won, and D. Dzurisin (2011): Surface deformation of Augustine Volcano 1992-2005 from multiple-interferogram processing using a refined small baseline subset (SBAS) Interferometric synthetic aperture radar (InSAR) approach, chap. 18 of Power, J.A., Coombs, M.L., and Freymueller, J.T., eds., The 2006 eruption of Augustine Volcano, Alaska: U.S. Geological Survey Professional Paper, 2010-1769, 453-465.

Lee, C.-W., Z. Lu, O.-I Kwoun, and J.-S. Won (2008): Deformation of Augustine Volcano, Alaska, 1992-2005, measured by ERS and ENVISAT SAR Interferometry, Earth Planets and Space, 60, pp. 447-452.

Kim, S.-W., C.-W. Lee, K.-Y. Song, K.-D. Min, and J.-S. Won (2005): Application of L-band SAR Differential Interferometry to the Subsidence Rate Estimation in a Reclaimed Coastal Land, International Journal of Remote Sensing, 26(7), 1363-1381.

Kim, S.-W., C.-W. Lee, K.-Y. Song, K.-D. Min, and J.-S. Won (2005): Application of L-band SAR Differential Interferometry to the Subsidence Rate Estimation in a Reclaimed Coastal Land, International Journal of Remote Sensing, 26(7), 1363-1381.

Kangwon National University Earth Observation Laboratory 

 KNU Chuncheon Campus 1, Gangwondaehakgil, Chuncheon-si, 24341 Republic of Korea 

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