New approach to dynamic modeling to landscape eco-pattern changes using grey analysis and cellular automata

Shengtai Xuebao/ Acta Ecologica Sinica

Volumn 29, Issue 11, 2009, Pages 6227-6238

  Li, Hui ^a   Bai, Yang ^b   Li, Guo Yan ^c   Yang, Shu Hua ^a  

^a YUNNAN UNIVERSITY   (China)

^b RESEARCH CENTER FOR ECO ENVIRONMENTAL SCIENCES   (China)

^c KUNMING UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

Cellular automata (CA); Dynamic modeling; Grey analysis; Landscape; Transition rules

Indexed keywords

CELLULAR AUTOMATON; ENVIRONMENTAL ASSESSMENT; ENVIRONMENTAL MODELING; LANDSCAPE CHANGE; LANDSCAPE ECOLOGY; NUMERICAL MODEL; SOCIOECONOMIC IMPACT;

EID: 73249118133     PISSN: 10000933     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (34)

1. Fu B J, Chen L D, Ma KM, et al. Principles and application of landscape ecology. Beijing: Science Press, 2001. 181-233.
2. Xiao D L, Li X Z, et al. Landscape ecology. Beijing: Science Press, 2003. 84-93.
3. Zhang Q L, Ma J H, Zhao C Y. Analyze landscape pattern changes of xinglong mountains and driving force. Acta Ecologica Sinica, 2007, 27(8):3206-3214.
4. Xiao R B, Ouyang Z Y, Cai Y N, Li W F. Urban landscape pattern study based on sub-pixel estimation of impervious surface. Acta Ecologica Sinica, 2007, 27(8):3189-3197.
5. Qiu P H, Xu S J, Xie G Z, et al. Analysis on the ecological vulnerability of the western Hainan Island based on its landscape pattern and ecosystem sensitivity. Acta Ecologica Sinica, 2007, 27(8):1257-1264.
6. Batty M, Bin Jiang. Multi-agent simulation: computational dynamics within CIS. In: Atkinson P, D Martin eds. GIS and Geocomputation. London: Taylor & Francis, 2000. 55-71.
7. Clarke K C, Hoppen S, Gaydos L. A self-modifying cellular automaton of historical urbanization in the San Francisco Bay area. Environment and Planning B, 1997, 24:247-261.
8. Li X, Yeh A G. Constrained cellular automata for modeling sustainable urban forms. Acta Geographica Sinica, 1999, 54(4):289-298.
9. Ward D P, Murray A T, Phinn S R. A Stochastically Constrained Cellular Model of Urban Growth. Computers. Environment and Urban Systems, 2000, 24:539-558.
10. Wu F. Calibration of stochastic cellular automata: the application to rural urban land conversions. Int. J. Geographical Information Science, 2002, 16(8):795-818.
11. van Dorp D, Schippers P, van Groenendael J M. Modelling bird distributions-a combined GIS and Bayesian rule-based approach. Landscape Ecology, 1997, 12(2):77-93
12. Wu J, David J L. A spatially explicit hierarchical approach to modeling complex ecological systems: theory and applications. Ecol. Model., 2002, 153:7-26.
13. Wang J, Kropff M J, Lammert B, Christensen S, Hansen P K. Using CA model to obtain insight into mechanism of plant population spread in a controllable system: annual weeds as an example. Ecol. Model., 2003, 166:277-286.
14. Arii K, Parrott L. Examining the colonization process of exotic species varying in competitive abilities using a cellular automaton model. Ecol. Model., 2006, 199:219-228.
15. Bone C, Dragicevic S, Roberts A. A fuzzy-constrained cellular automata model of forest insect infestations. Ecological Modelling, 2006, 192:107-125.
16. Chen Qiuwen, Mynett A E. Modelling algal blooms in the Dutch coastal waters by integrated numerical and fuzzy cellular automata approaches. Ecological Modelling, 2006, 199:73-81.
17. Colasanti R L, Hunt R, Watrud L. A simple cellular automaton model for high-level vegetation dynamics. Ecological Modelling, 2007, 203:363-374.
18. Deng J L. Theory of grey system course. China Wuhan: Chinese Middle Part Science and Technology University Press, 1990.
19. Liu Y L, Liu Y F, Ming D P. Urban expansion model based on cellular automata of decision-making with grey situation. Wuhan University Journal, 2004, 29(1):7-12.
20. Wu W Y, Chen S P. A prediction method using the grey model GMC (1, n) combined with the grey relational analysis a case study on Internet access population forecast. Applied Mathematics and Computation, 2005, (69):198-217.
21. Li H, Li ZY, Li GY, Yang S H. Analyzing economy development for the middle sect of Nujiang Valley with grey system. Economic Geography, 2006 supplement, (26):45-47.
22. Li H, Li ZY, Bai Y, Yang S H. A research method of landscape ecological planning for gorge region. Urban Studies, 2007, 14(1):1-5.
23. Wu J G. Landscape Ecology: Pattern, Process, Scale and Hierarchy. Beijing: Higher Education Press, 2000.
24. Janssen L F, F J M van der Wel. Accuracy assessment of satellite derived land-cover data: a review. Photogrammetric Engineering and Remote Sensing, 1994, 60(4):419-426.
25. Pontius R G. Quantification error versus location error in comparison of categorical maps. Photogrammetric Engineering & Remote Sensing, 2000, 66(8):1011-1016.
26. Baty M, Xie Y. Possible urban automata. Environment and Planning B, 1997, 24:175-192.
27. Wu F, Webste C J. Simulation of land development through the integration of cellular automata and multicriteria evaluation. Environment and Planning B, 1998, 5:103-126.
28. Wu F. SimLand. A prototype to simulate land conversion through the integrated GIS and CA with AHP-derived transition rules. Int. J. Geographical Information Science, 1998, 12(1):63-82.
29. Yan L, Stuart R. Modeling urban development with cellular automata incorporating fuzzy-set approaches. Computer, Environment and Urban System. 2003, 27:637-658.
30. Li X, Yeh AGO. Spatial decision and urban simulation based on principal component analysis and CA model. Science in China (Series D). 2001, 31(8):683-690.
31. Li X, Yeh AGO. Neural-Network-based cellular automata for simulating multiple land use changes using GIS, Int. J. Geographical Information Science, 2002, 16(4):323-343.
32. Li X, Yeh AGO. Mining cellular automata's transition rules. Science in China (Series D), 2004, 34(9):865-872.
33. Liu X P, Li X. Retrieving CA nonlinear transition rule from high-dimensional feature space. Acta Geographica Sinica, 2006, 61(6):663-672.
34. Yang Q S, Li X. Mining transition vales for geo-simulation using rough set. Acta Geography Sinica, 2006, 61(8):882-894.