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토지피복변화 예측을 위한 CLUE 모델의 확률지도 생성 KCI 등재

A Probability Mapping for Land Cover Change Prediction using CLUE Model

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농촌계획 (Journal of Korean Society of Rural Planning)
한국농촌계획학회 (Korean Society Of Rural Planning)
초록

Land cover and land use change data are important in many studies including climate change and hydrological studies. Although the various theories and models have been developed, it is difficult to identify the driving factors of the land use change because land use change is related to policy options and natural and socio-economic conditions. This study is to attempt to simulate the land cover change using the CLUE model based on a statistical analysis of land-use change. CLUE model has dynamic modeling tools from the competition among land use change in between driving force and land use, so that this model depends on statistical relations between land use change and driving factors. In this study, Yongin, Icheon and Anseong were selected for the study areas, and binary logistic regression and factor analysis were performed verifying with ROC curve. Land cover probability map was also prepared to compare with the land cover data and higher probability areas are well matched with the present land cover demonstrating CLUE model applicability.

저자
  • 오윤경(서울대학교 농업생명과학연구원) | Oh, Yun-Gyeong
  • 최진용(서울대학교 조경·지역시스템공학부 농업생명과학연구원) | Choi, Jin-Yong Corresponding author
  • 배승종(서울대학교) | Bae, Seung-Jong Co-Corresponding author
  • 유승환(서울대학교 농업생명과학연구원) | Yoo, Seung-Hwan
  • 이상현(서울대학교 대학원) | Lee, Sang-Hyun