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국회도서관 홈으로 정보검색 소장정보 검색

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This paper addresses the limitation of a map comparison metric entitled Figure of Merit through employing a simple land change model. The metric was originally designed to overcome limitations of other existing statistics, such as Kappa, when assessing predictive accuracy of land change models. A series of comparisons between null and predicted outcomes at multiple resolutions as well as a multi-resolution Figure of Merit analysis techniques of validation are compared for spatially segregated calibration and validation datasets. The Figure of Merit at the null resolution in this paper was 57%, although future research must be done to determine if this was simply a coincidence. A Figure of Merit greater than 50% would seem to represent a “Resolution of Merit” in that the Figure of Merit at that resolution becomes greater than the error. Thus, these two metrics should be used in tandem to assess predictive accuracy of a land change model.

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권호기사 목록 테이블로 기사명, 저자명, 페이지, 원문, 기사목차 순으로 되어있습니다.
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참고문헌 (28건) : 자료제공( 네이버학술정보 )

참고문헌 목록에 대한 테이블로 번호, 참고문헌, 국회도서관 소장유무로 구성되어 있습니다.
번호 참고문헌 국회도서관 소장유무
1 Angelsen, A., 2007, “Forest Cover Change in Space and Time: Combining the von Thünen and Forest Transition Theories (WPS4117),” World Bank Policy Research Working Paper, p.1-43. 미소장
2 Brown, D.G., Walker, R.T., Manson, S., and Seto, K., 2004, Modeling Land-use and Land-cover Change, in Gutman, G., Janetos, A.C., Justice, C.O., Moran, E.F., Mustard, J.F., Rindfuss, R.R., Skole, D.L., Turner Jr., B.L., and Cochrane, M.A. (eds.), Land Change Science: Observing, Monitoring and Understanding Trajectories of Change on the Earth’s Surface, Dordrecht: Springer Netherlands, pp.395-409. 미소장
3 Combining top-down and bottom-up modelling approaches of land use/cover change to support public policies: Application to sustainable management of natural resources in northern Vietnam 네이버 미소장
4 A review of assessing the accuracy of classifications of remotely sensed data 네이버 미소장
5 Dietzel C.K. and Clarke K.C., 2007, “Spatial differences in multi-resolution urban automata modeling,” Transactions in GIS 11(1), pp.29-45. 미소장
6 Eastman, J.R., 2012, IDRISI Selva Manual, Worcester: Clark Labs, Clark University. 미소장
7 Eastman, J.R., Van Fossen, M.E., and Solórzano., L.A., 2005, Transition Potential Modeling for Land Cover Change, in Maguire, D., Batty, M., and Goodchild, M.F. (eds.), GIS, Spatial Analysis and Modeling, Redlands: ESRI Press, pp.339-68.. 미소장
8 An agent-based model of agricultural innovation, land-cover change and household inequality: the transition from swidden cultivation to rubber plantations in Laos PDR 네이버 미소장
9 A New Set of Spatial-Interaction Models: The Theory of Competing Destinations 네이버 미소장
10 Modelling Spatial and Temporal Patterns of Tropical Land Use Change 네이버 미소장
11 An Assessment of Deforestation Models for Reducing Emissions from Deforestation and Forest Degradation (REDD) 네이버 미소장
12 A bootstrap based space–time surveillance model with an application to crime occurrences 네이버 미소장
13 The Forest Transition 네이버 미소장
14 Rethinking receiver operating characteristic analysis applications in ecological niche modeling 네이버 미소장
15 Putting Space and Time in Ricardian Climate Change Impact Studies: Agriculture in the U.S. Great Plains, 1969–1992 네이버 미소장
16 Quantification Error Versus Location Error in Comparison of Categorical Maps 네이버 미소장
17 Statistical Methods to Partition Effects of Quantity and Location During Comparison of Categorical Maps at Multiple Resolutions 네이버 미소장
18 Comparing the input, output, and validation maps for several models of land change 네이버 미소장
19 Comparison of the structure and accuracy of two land change models 네이버 미소장
20 Death to Kappa: birth of quantity disagreement and allocation disagreement for accuracy assessment 네이버 미소장
21 Uncertainty in Extrapolations of Predictive Land-Change Models 네이버 미소장
22 pROC: an open-source package for R and S+ to analyze and compare ROC curves. 네이버 미소장
23 A growing concern? Examining the influence of lawn size on residential water use in suburban Boston, MA, USA 네이버 미소장
24 Calibration of the SLEUTH urban growth model for Lisbon and Porto, Portugal 네이버 미소장
25 Sloan, S. and Pelletier J., 2012, “How Accurately May We Project Tropical Forest-cover Change? A Validation of a Forward-looking Forest Baseline for Reduced Emissions from Deforestation and Degradation,” Global Environmental Change 22(2), pp.440-53. 미소장
26 Urban land expansion and arable land loss in China—a case study of Beijing–Tianjin–Hebei region 네이버 미소장
27 Modeling the Spatial Dynamics of Regional Land Use: The CLUE-S Model 네이버 미소장
28 Wooldridge, J.M., 2006, Introductory Econometrics: A Modern Approach, 3rd edition, Cincinnati: South- Western College Publications. 미소장