Journal of the Association of Korean Geographers 2023 KCI Impact Factor : 1.35
-
pISSN : 2287-4739 / eISSN : 2733-8991
- https://journal.kci.go.kr/JAKG
KJCKorea
Journal Central
Application of Relative Favorability Function Model for Land-use and Land-cover Change (LUCC) Prediction in South Korea
- Journal of the Association of Korean Geographers
- Abbr : JAKG
- 2018, 7(3), pp.463-478
- DOI : 10.25202/JAKG.7.3.14
- Publisher : Association of Korean Geographers
- Research Area : Social Science > Geography
- Received : October 16, 2018
- Accepted : November 30, 2018
Dongwoo Kim 1, Kim Jang-soo 2, Man Kyu Kim 3
1한국환경정책·평가연구원
2공주대학교 지역개발연구소
3공주대학교 지리학과
Accredited
ABSTRACT
Various LUCC forecasting models are being used to predict future land-use and land-cover change (LUCC) as interest in natural environment conservation and human sustainable life increases. This study analyzes the past LUCC regularities of the entire South Korean region using the Relative Favorability Function (RFF) model and evaluates the applicability of future LUCC predictions. Based on the Land Cover Map and Analysis Indicators in 1990 and 2000, the RFF model was developed to predict land cover in 2010 and compared with land cover maps and accuracy verification in 2010. As a result of the study, the Kappa coefficient for accuracy verification was 82.3%, confirming the applicability of the RFF model. Certain types of land covering were under-estimated and over-estimated. Typically, the area of cities and bare land is over-estimated in Seoul metropolitan region and regional metropolises. It was under-estimated in areas such as Sejong City where land was changed to cover by urban planning.
Statistics
-
707 Viewed
-
115 Downloaded
Tools
Issue List
Citation status
* References for papers published after 2023 are currently being built.
[journal]
김오석
/ 2015
/
Modeling Land-Change of South Korea under a Business-as-usual Scenario
/ 한국도시지리학회지
/ 한국도시지리학회
18(3)
: 121~135
[journal]
김진수
/ 2013
/
Urban Growth Prediction each Administrative District Considering Social Economic Development Aspect of Climate Change Scenario
/ 대한공간정보학회지
/ 대한공간정보학회
21(2)
: 51~60
[journal]
김호용
/ 2016
/
Simulation of Land Use Change by Storylines of Shared Socio-Economic Reference Pathways
/ 한국지리정보학회지
/ 한국지리정보학회
19(2)
: 1~13
[journal]
박샘
/ 2016
/
Urban Sprawl in the Seoul Metropolitan Region, Korea Since the 1980s Observed in Satellite Imagery
/ 한국지리학회지
/ 한국지리학회
5(3)
: 331~343
[journal]
박종철
/ 2016
/
Effect of parameter optimization for relative favorability function model on predictability in land cover change
/ 경관과 지리
/ 한국사진지리학회
26(3)
: 71~86
[journal]
박종철
/ 2017
/
Improving a Relative Favorability Function Model Based on Analysis of Land Categories Data
/ 경관과 지리
/ 한국사진지리학회
27(3)
: 63~78
[journal]
박종철
/ 2014
/
Application and limitation of national land-cover map in land-cover change detection -A case study on Chungcheongnam-do-
/ 경관과 지리
/ 한국사진지리학회
24(1)
: 19~34
[other]
산림청
/ 2000
/ 입업통계연보
[other]
산림청
/ 2010
/ 입업통계연보
[journal]
서현진
/ 2017
/
Modeling the Spatial Dynamics of Urban Green Spaces in Daegu with a CA-Markov Model
/ 대한지리학회지
/ 대한지리학회
52(1)
: 123~141
[journal]
오윤경
/ 2011
/
Prediction of Land-cover Change Based on Climate Change Scenarios and Regional Characteristics using Cluster Analysis
/ 한국농공학회논문집
/ 한국농공학회
53(6)
: 31~41
[journal]
이용관
/ 2016
/
Prediction of Land-Use Change based on Urban Growth Scenario in South Korea using CLUE-s Model
/ 한국지리정보학회지
/ 한국지리정보학회
19(3)
: 75~88
[journal]
장동호
/ 2003
/
Improving of land-cover map using IKONOS image data
/ Spatial Information Research
/ 대한공간정보학회
11(2)
: 101~117
[thesis]
조자영
/ 2015
/ RFF모델과 공간정보 자료를 이용한 토지피복 변화 예측 –천안·아산시를 사례로-
/ 박사
/ 공주대학교
[journal]
조자영
/ 2014
/
A Prediction of Land-Cover Change in Cheonan and Asan City Using Relative Favorability Function
/ 경관과 지리
/ 한국사진지리학회
24(4)
: 91~107
[report]
한국환경정책
/ 2015
/ 기후변화 적응정책 지원을 위한 토지이용통합모델 개발(I)
[journal]
허동숙
/ 2016
/
Strategies to Implement Decision Making Processes in an Agent - based LUCC Modeling - a Case of Gariwang - san Region -
/ 국토지리학회지
/ 국토지리학회
50(1)
: 63~80
[report]
환경부
/ 2014
/ 통계로 본 국토·자연환경
[book]
Arsanjani, J.J.
/ 2012
/ Dynamic Land Use/Cover Change Modelling: Geosimulation and Multiagent-based Modelling
/ Springer
[other]
Eastman, J.R.
/ 2012
/ IDRISI Selva Manual
/ Clark University
[book]
Hair, Jr.,J.F.
/ 1995
/ Multivariate Data Analysis
/ Macmillan
[book]
Kennedy, P.
/ 1992
/ A Guide to Econometrics
/ Blackwell
[journal]
Lambin, E. F.
/ 2001
/ The causes of land-use and land-cover change:Moving beyond the myths
/ Global Environonmental Change
11
: 261~269
[journal]
Li, X.
/ 2016
/ Urban growth models:Progress and perspective
/ Science Bulletin
61(21)
: 1637~1650
[journal]
Marquaridt, D. W.
/ 1970
/ Generalized inverses, ridge regression, biased linear estimation, and nonlinear estimation
/ Technometrics
12(3)
: 591~612
[book]
Neter, J.
/ 1989
/ Applied Linear Regression Models
/ Irwin
[journal]
Pan, Y.
/ 2008
/ Ethnic difference in the relationship between acute inflammation and serum ferritin in US adult males
/ Epidemiology & Infection
136(3)
: 421~431
[journal]
Park, S.
/ 2011
/ Prediction and comparison of urban growth by land suitability index mapping using GIS and RS in South Korea
/ Landscape and Urban Planning
99(2)
: 104~114
[book]
Rogerson, P.
/ 2001
/ Statistical Methods for Geography
/ SAGE Publication
[thesis]
Rui. Y.
/ 2013
/ Urban Growth Modeling Based on Land-use Changes and Road Network Expansion
/ Ph.D.
/ KTH Royal Institute of Technology
[journal]
Turner, B. L.
/ 1994
/ Global land-use/land-cover change: Towards an integrated study
/ Ambio
23(1)
: 91~95
[journal]
Veldkamp, A.
/ 2001
/ Predicting land-use change, Agriculture
/ Ecosystems and Environment
85(1)
: 1~6
[journal]
Yirsaw, E.
/ 2017
/ Land use/land cover change modeling and the prediction of subsequent changes in ecosystem service values in a coastal area of China, the Su-Xi-Chang Region
/ Sustainability
9(7)
: 1204~
[web]
/ 국가공간정보포털
/ http://www.nsdi.go.kr
[web]
/ 국가법령정보센터
/ http://www.law.go.kr
[web]
/ 기후정보포털
/ http://www.climate.go.kr/home
[web]
/ 한국보호지역 통합 DB관리시스템
/ http://www.kdpa.kr
[web]
/ 환경공간정보서비스
/ https://egis.me.go.kr
[web]
/ MapWinGIS Open Source ActiveX Map Control
/ https://mapwingis.codeplex.com
[web]
/ NASA
/ https://asterweb.jpl.nasa.gov
This paper was written with support from the National Research Foundation of Korea.