Accuracy assessments of land use change simulation based on Markov-cellular automata model
作者： S.Q. Wang , X.Q. Zheng , X.B. Zang
DOI: 10.1016/J.PROENV.2012.01.117
关键词:
摘要: The potential of Markov-cellular automata model has been recognized and used widely in land use changes simulation and forecast, but previous researchers focused on analysis of future simulation result and land use change. Few thoughts have given to the analysis of modal accuracy and uncertainty and previous accuracy assessments have largely been conducted by simply calculating the overall value of selected accuracy metric. To increase the applied assessment value of Markov-cellular automata model, we explored the accuracy …
core.ac.uk
elsevier.com
sci-hub.se 参考文章(8)
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
Jie Zhang, YinKang Zhou, RenQiang Li, ZhaoJun Zhou, LiQuan Zhang, QingDong Shi, XiaoLing Pan, Accuracy assessments and uncertainty analysis of spatially explicit modeling for land use/cover change and urbanization: A case in Beijing metropolitan area Science China Earth Sciences. ,vol. 53, pp. 173- 180 ,(2010) , 10.1007/S11430-009-0199-4
Roger White, Pattern based map comparisons Journal of Geographical Systems. ,vol. 8, pp. 145- 164 ,(2006) , 10.1007/S10109-006-0026-9
Courage Kamusoko, Masamu Aniya, Bongo Adi, Munyaradzi Manjoro, Rural sustainability under threat in Zimbabwe - Simulation of future land use/cover changes in the Bindura district based on the Markov-cellular automata model Applied Geography. ,vol. 29, pp. 435- 447 ,(2009) , 10.1016/J.APGEOG.2008.10.002
Ying Pan, Andreas Roth, Zhenrong Yu, Reiner Doluschitz, The impact of variation in scale on the behavior of a cellular automata used for land use change modeling Computers, Environment and Urban Systems. ,vol. 34, pp. 400- 408 ,(2010) , 10.1016/J.COMPENVURBSYS.2010.03.003
Narimah Samat, Characterizing the scale sensitivity of the cellular automata simulated urban growth: A case study of the Seberang Perai Region, Penang State, Malaysia Computers, Environment and Urban Systems. ,vol. 30, pp. 905- 920 ,(2006) , 10.1016/J.COMPENVURBSYS.2005.11.002
Robert Gilmore Pontius, Diana Huffaker, Kevin Denman, Useful techniques of validation for spatially explicit land-change models Ecological Modelling. ,vol. 179, pp. 445- 461 ,(2004) , 10.1016/J.ECOLMODEL.2004.05.010
WU Zhifeng, Analysis and Simulation of Land-Use Temporal and Spatial Pattern Based on CA-Markov Model Geomatics and Information Science of Wuhan University. ,(2007)