교수진 및 연구실 안내

주요 연구내용

GIS 기반 공간정보 모델링

논문·특허·저서

• International Journals

  • (23) The Predictive Capability of a Novel Ensemble Tree-Based Algorithm for Assessing Groundwater Potential, Park, S., Kim, J., Sustainability. 13(5), 2459, 2021
  • (22) Seismic Vulnerability Assessment and Mapping of Gyeongju, South Korea, using Frequency Ratio, Decision Tree, and Random Forest, Han, J., Park, S., Son, S., Ryu, M., Kim, J., Sustainability, 12(18), 7787, 2020
  • (21) Development of Geo-KOMPSAT-2A Algorithm for Sea-Ice Detection Using Himawari-8/AHI Data, Jin, D., Chung, S., Lee, K., Seo, M., Choi, S., Seong, N., Jung, D., Sim S., Kim J., Han, K., Remote sensing, 12(14), 2262, 2020
  • (20) Evaluation of NDVI Estimation Considering Atmospheric and BRDF Correction through Himawari-8/AHI, Seong, N. H., Jung, D., Kim, J., Han, K. S., Asia-Pacific Journal of Atmospheric Sciences 1-10, 2020.
  • (19) Performance of Logistic Regression and Support Vector Machines for Seismic Vulnerability Assessment and Mapping: A Case Study of the 12 September 2016 ML5.8 Gyeongju Earthquake, South Korea, Han, J., Park, S., Kim, S., Son, S., Lee, S., Kim, J., Sustainability 11(24), 7038, 2019.
  • (18) Performance Evaluation of the GIS-Based Data-Mining Techniques Decision Tree, Random Forest, and Rotation Forest for Landslide Susceptibility Modeling, Park, S., Hamm, S. Y., Kim, J., Sustainability 11(20), 5659, 2019.
  • (17) Feasibility of UAV Photogrammetry for Coastal Monitoring: A Case Study in Imlang Beach, South Korea, Kim, S., Park, S., Han, J., Son, S., Lee, S., Han, K., Kim, J., and Kim, J., Journal of Coastal Research 90, 386-392, 2019.
  • (16) Landslide Susceptibility Mapping Based on Random Forest and Boosted Regression Tree Models, and a Comparison of Their Performance, Park, S., Kim, J., Applied sciences 9(5), 942, 2019.
  • (15) Effects of wind fences on the wind environment around Jang Bogo Antarctic Research Station, Wang, J., Kim, J., Choi, W., Mun. D., Kang, J., Kwon. H., Kim, J., Han, K., Advances in Atmospheric Sciences 34(12), 1404-1414, 2017.
  • (14) Simulating land use change in Seoul metropolitan area after greenbelt elimination using the SLEUTH model, Park, S.,Clarke, K. C., Choi, C., Kim, J., Journal of sensors 2017, 4012929, 18, 2017.
  • (13) Forecasting the Potential Effects of Climatic and Land-Use Changes on Shoreline Variation in Relation to Watershed Sediment Supply and Transport, Kim, J., Choi, J., Choi, C., Hwang, C., Journal of Coastal Research 33(4), 874-888, 2017.
  • (12) Evaluation of Logistic Regression and Multivariate Adaptive Regression Spline Models for Groundwater Potential Mapping Using R and GIS, Park, S., Hamm, S. Y., Jeon, H. T., Kim, J., Sustainability 9(7), 1157, 2017.
  • (11) Radiometric characterization and validation for the KOMPSAT-3 sensor, Kim, J., Jin, C., Choi, C., Ahn, H., Remote Sensing Letters 6(7), 529-538, 2015.
  • (10) Impacts of changes in climate and land use/land cover under IPCC RCP scenarios on streamflow in the Hoeya River Basin, Korea, Kim, J., Choi, J., Choi, C., Park, S., Science of the Total Environment 452-453, 181-195, 2013.
  • (9) Feasibility of employing a smartphone as the payload in a photogrammetric UAV system, Kim, J., Lee, S., Ahn, H., Seo, D., Park, S., Choi, C., ISPRS Journal of Photogrammetry and Remote Sensing 79, 1-18, 2013.
  • (8) Landslide susceptibility mapping using frequency ratio, analytic hierarchy process, logistic regression, and artificial neural network methods at the Inje area, Korea, Park, S., Choi, C., Kim, B., Kim, J., Environmental Earth Sciences 68, 1443-1464, 2013.
  • (7) Development of a Network RTK Positioning and Gravity-Surveying Application with Gravity Correction Using a Smartphone, Kim, J., Lee, Y., Cha, S., Choi, C., Lee, S., Sensors 13, 8879-8894, 2013.
  • (6) Evaluating the suitability of the EGM2008 geopotential model for the Korean peninsula using parallel computing on a diskless cluster, Lee, S., Choi, C., Kim, J., \Computers & Geosciences 52, 132-145, 2013.
  • (5) Accuracy evaluation of a smartphone-based technology for coastal monitoring, Kim, J., Lee, S., Ahn, Y., Seo, D., Seo, D., Lee, J., Choi, C., Measurement 46, 233-248, 2013.
  • (4) Impacts of climate change under IPCC RCP scenarios on streamflow and water quality in the Youngsan Basin, South Korea, Choi, J., Park, S., Yeu, Y., Yoon, H., Choi, C., Kim, J., Disaster Advances 6(12) 134-141, 2013.
  • (3) GIS-based landslide susceptibility analyses and cross-validation using a probabilistic model on two test areas in Korea, Kim, J., Choi, C., Park, S., Disaster Advances 6(10), 45-54. 2013.
  • (2) Assessment of smartphone-based technology for remote environmental monitoring and its development. Lee, S., Kim, J., Jin, C., Bae, S., Choi, C., Instrumentation Science & Technology 40, 504-529, 2012.
  • (1) Absolute radiometric calibration of the KOMPSAT-2 multispectral camera using a reflectance-based method and empirical comparison with IKONOS and QuickBird images, Lee, S., Jin, C., Choi, C., Lim, H., Kim, Y., Kim, J., Journal of Applied Remote Sensing 6, 063594, 1-26, 2012.

• SCOPUS Journals

  • (7) Exploring Spatial Patterns of Theft Crimes Using Geographically Weighted Regression, Yoo, Y., Beak, T., Kim, J., Park, S., Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography 35(1), 31-39, 2017.
  • (6) A Comparative Study of the Frequency Ratio and Evidential Belief Function Models for Landslide Susceptibility Mapping, Yoo, Y., Beak, T., Kim, J., Park, S., Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography 34(6), 597-607, 2016.
  • (5) A Comparative Analysis of Landslide Susceptibility Assessment by Using Global and Spatial Regression Methods in Inje Area, Korea, Park, S., Kim, J., Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography 33(6), 579-587, 2015.
  • (4) Potential effects of urban growth under urban containment policy on streamflow in the Gyungan River Watershed, Korea, Kim, J., Park, S., Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography 33(3), 163-172, 2015.
  • (3) Simulating the impacts of the greenbelt policy reform on sustainable urban growth: The case of Busan Metropolitan area, Kim, J., Park, S., Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography 33(3), 193-202, 2015.
  • (2) A comparative analysis of landslide susceptibility using airborne LiDAR and digital map, Kim, S., Lee, J., Kim, J., Roh, T., Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography 32(4-1), 281-292, 2014.
  • (1) Calibration of hydrographic survey multibeam system using terrestrial laser scanning and TS surveying, Kim, J., Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography 31(3), 183-191, 2013.

• Domestic Journals

  • (22) 다중선형회귀와 기계학습 모델을 이용한 PM10 농도 예측 및 평가, 손상훈, 김진수, 대한원격탐사학회지 36(6-3), 1691-1710, 2020.
  • (21) 실내 외 미세먼지 측정 및 관리 기술 동향, 김재진, 최원식, 김진수, 노영민, 손윤석, 양민준, 대한원격탐사학회지 36(6-3), 1635-1641, 2020.
  • (20) 기계학습을 이용한 지진 취약성 평가 및 매핑: 9.12 경주지진을 대상으로, 한지혜, 김진수, 대한원격탐사학회지 36(6-1), 1367-1377, 2020.
  • (19) 한반도 재난 관리를 위한 원격탐사와 공간정보 활용기술, 김성삼, 노현주, 이준우, 김진영, 김진수, 대한원격탐사학회지 36(5-4), 1139-1151, 2020.
  • (18) 지역문화 공유 및 환경보호를 위한 정보기술 적용 방안, 김호진, 김창수, 정근주, 김진수, 김태규, 한국재난정보학회 16(2), 364-373, 2020.
  • (17) A Comparative Assessment of the Efficacy of Frequency Ratio, Statistical Index, Weight of Evidence, Certainty Factor, and Index of Entropy in Landslide Susceptibility Mapping, Park, S., Kim, J., Korean Journal of Remote Sensing 36(1), 67-81, 2020.
  • (16) 한국의 원격탐사 활용, 정형섭, 박상은, 김진수, 박노욱, 홍상훈, 대한원격탐사학회지 35(6-3), 1161-1171, 2019.
  • (15) 원격탐사와 공간정보를 활용한 국가 재난원인 과학조사 및 재난 모니터링, 김성삼, 김진영, 김진수, 대한원격탐사학회지 35(5-2), 763-772, 2019.
  • (14) 지하수위와 GRACE 자료를 이용한 국내 지하수 함양량 변화 연구, 전항탁, 함세영, 조영헌, 김진수, 박소영, 정재열, 대한지질공학회 29(3), 265-277, 2019.
  • (13) 딥러닝 기반의 영상분할을 이용한 토지피복분류, 이성혁, 김진수, 대한원격탐사학회지 35(2), 279-288, 2019.
  • (12) GIS 기반 AHP를 이용한 지진 취약성 지도제작 및 평가: 경주시를 중심으로, 한지혜, 김진수, 대한원격탐사학회지 35(2), 217-228, 2019.
  • (11) Land Cover Classification Map of Northeast Asia Using GOCI Data, Son, S., Kim, J., Korean Journal of Remote Sensing 35(1), 83-92, 2019.
  • (10) Accuracy Assessment of Global Land Cover Datasets in South Korea, Son, S., Kim, J., Korean Journal of Remote Sensing 34(4), 601-610, 2018.
  • (9) 지질정보 데이터베이스 구축 및 자동화 알고리즘 개발, 황학수, 함세영, 이철우, 김진수, 임우리, 지질학회지 54(4), 457-475, 2018.
  • (8) Frequency Ratio와 Dempster-Shafer Theory를 이용한 부산광역시 지역의 지하수 잠재 가능성 지도 작성 및 비교, 박소영, 김진수, 한국지형공간정보학회지 26(1), 49-59, 2018.
  • (7) 싱크홀 탐지를 위한 상대중력측량과 중력모델링 기법의 활용, 김진수, 이영철, 이정모, 대한원격탐사학회지 33(3), 267-274, 2017.
  • (6) FR과 LR 앙상블 모형을 이용한 산사태 취약성 지도 제작 및 검증, 김진수, 박소영, 한국지형공간정보학회지 25(1), 19-27, 2017.
  • (5) 위성기반 태양광 발전가능량 산출기술 개발 동향 및 향후 전망, 한경수, 김진수, 대한원격탐사학회지 32(6), 579-587, 2016.
  • (4) 기후변화시나리오의 사회경제발전 양상을 고려한 행정구역별 도시성장 예측, 김진수, 박소영, 한국지형공간정보학회지 21(2), 53-62, 2013.
  • (3) 기후변화 시나리오의 기후 및 토지피복변화가 유역 내 유출량에 미치는 영향 분석, 김진수, 최철웅, 한국지형공간정보학회지 21(2), 107-116, 2013.
  • (2) 생태계 용역가치를 이용한 대한민국 생태계의 기능적 변화 예측 및 분석, 김진수, 박소영, 한국지리정보학회지 16(2), 114-128, 2013.
  • (1) 스마트폰 카메라의 기하학적 검증과 정확도 평가, 김진수, 진청길, 이성규, 이선구, 최철웅, 한국지형공간정보학회지 9(3), 115-125, 2011.