USING CA-MARKOV MODEL TO MODEL THE SPATIOTEMPORAL CHANGE OF LAND USE/COVER IN FUXIAN LAKE FOR DECISION SUPPORT
作者： S. H. Li , B. X. Jin , X. Y. Wei , Y. Y. Jiang , J. L. Wang
DOI: 10.5194/ISPRSANNALS-II-4-W2-163-2015
关键词:
摘要: Spatiotemporal modelling of land use/cover change (LUCC) has become increasingly important in recent years, especially for environmental and regional planning. There have been many approaches software packages LUCC, but developing a model specific region is still difficult task, because it requires large volume data input elaborate adjustment. Fuxian Lake watershed one the most ecological protection area China located southeast Kunming city, Yunnan province. In this paper, CA-Markov used to analyse spatiotemporal LUCC project its course into future. Specifically, uses high resolution remote sensing images 2006 2009 as data, then makes prediction 2014. A quantitative comparison with 2014 suggests an overall accuracy 88%. This method expected facilitate research cover use applications modelling.
harvard.edu
isprs-ann-photogramm-remote-sens-spatial-inf-sci.net参考文章(19)
R. Reulke, U. Knauer, Remote Sensing and Spatial Information Sciences ,(2005)
Z. Fengrong, Y. Zhenrong, P.H. Verburg, D. Zengqiang, Construction of a land-use change simulation model and its application in Haidan district, Beijing Acta Geographica Sinica. ,vol. 59, pp. 1037- 1047 ,(2004)
André Ménard, Danielle J Marceau, Exploration of Spatial Scale Sensitivity in Geographic Cellular Automata Environment and Planning B-planning & Design. ,vol. 32, pp. 693- 714 ,(2005) , 10.1068/B31163
Robert Gilmore Pontius JR, Jeffrey Malanson, Comparison of the structure and accuracy of two land change models International Journal of Geographical Information Science. ,vol. 19, pp. 745- 748 ,(2005) , 10.1080/13658810512331389445
Heiko Balzter, Paul W. Braun, Wolfgang Köhler, Cellular automata models for vegetation dynamics Ecological Modelling. ,vol. 107, pp. 113- 125 ,(1998) , 10.1016/S0304-3800(97)00202-0
Verda Kocabas, Suzana Dragicevic, Assessing cellular automata model behaviour using a sensitivity analysis approach Computers, Environment and Urban Systems. ,vol. 30, pp. 921- 953 ,(2006) , 10.1016/J.COMPENVURBSYS.2006.01.001
XiaoHang Liu, Claes Andersson, Assessing the impact of temporal dynamics on land-use change modeling Computers, Environment and Urban Systems. ,vol. 28, pp. 107- 124 ,(2004) , 10.1016/S0198-9715(02)00045-5
G.N. Wijesekara, A. Gupta, C. Valeo, J.-G. Hasbani, Y. Qiao, P. Delaney, D.J. Marceau, Assessing the impact of future land-use changes on hydrological processes in the Elbow River watershed in southern Alberta, Canada Journal of Hydrology. ,vol. 412, pp. 220- 232 ,(2012) , 10.1016/J.JHYDROL.2011.04.018
Wei Ouyang, Andrew K. Skidmore, A.G. Toxopeus, Fanghua Hao, Long-term vegetation landscape pattern with non-point source nutrient pollution in upper stream of Yellow River basin Journal of Hydrology. ,vol. 389, pp. 373- 380 ,(2010) , 10.1016/J.JHYDROL.2010.06.020
G. Darrel Jenerette, Jianguo Wu, Analysis and simulation of land-use change in the central Arizona - Phoenix region, USA Landscape Ecology. ,vol. 16, pp. 611- 626 ,(2001) , 10.1023/A:1013170528551