Evaluation of Spatiotemporal Dynamics of Simulated Land Use/Cover in China Using a Probabilistic Cellular Automata-Markov Model

Pedosphere

Volumn 23, Issue 2, 2013, Pages 243-255

  Chen, Xu ^a,b   Yu, Shi Xiao ^a   Zhang, Ya Ping ^c  

^a SUN YAT SEN UNIVERSITY   (China)

^b SOUTHWEST FORESTRY UNIVERSITY   (China)

^c YUNNAN NORMAL UNIVERSITY   (China)

Author keywords

Classification image; Fuzzy rule based classification; Normalized difference vegetation index; Remote sensing

Indexed keywords

FUZZY MATHEMATICS; IMAGE CLASSIFICATION; LAND COVER; LAND USE; MARKOV CHAIN; NDVI; PROBABILITY; REMOTE SENSING; SPATIOTEMPORAL ANALYSIS;

CHINA;

EID: 84873740768     PISSN: 10020160     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1002-0160(13)60013-2     Document Type: Article

References (32)

1. Benz U.C., Hormann P., Willhauck G., Lingenfelder I., Heynen M. Multi-resolution, object-oriented fuzzy analysis of remote sensing data for GIS-ready information. ISPRS J. Photogramm. 2004, 58:239-258.
2. Chapin F.S., Zavaleta E.S., Eviner V.T., Naylor R.L., Vitousek P.M., Reynolds H.L., Hooper D.U., Lavorel S., Sala O.E., Hobbie S.E., Mack M.C., Díaz S. Consequences of changing biodiversity. Nature. 2000, 405:234-242.
3. Chen X.W., Tateishi R., Wang C.Y. Development of a 1-km landcover dataset of China using AVHRR data. ISPRS J. Photogramm. 1999, 54:305-316.
4. Editorial Committee of 1:1 000 000 Land-Use Map of China 1:1 000 000 Land-Use Map of China 1990, Science Press, Beijing, (in Chinese).
5. Fischer G., Sun L.X. Model based analysis of future land-use development in China. Agr. Ecosyst. Environ. 2001, 85:163-176.
6. Foley J.A., DeFries R., Asner G.P., Barford C., Bonan G., Carpenter S.R., Chapin F.S., Coe M.T., Daily G.C., Gibbs H.K., Helkowski J.H., Holloway T., Howard E.A., Kucharik C.J., Monfreda C., Patz J.A., Prentice I.C., Ramankutty N., Snyder P.K. Global consequences of land use. Science. 2005, 309:570-574.
7. Grimm N.B., Faeth S.H., Golubiewski N.E., Redman C.L., Wu J.G., Bai X.M., Briggs J.M. Global change and the ecology of cities. Science. 2008, 319:756-760.
8. Guan D.J., Gao W.J., Watari K., Fukahori H. Land use change of Kitakyushu based on landscape ecology and Markov model. J. Geogr. Sci. 2008, 18:455-468.
9. He C.Y., Okada N., Zhang Q.F., Shi P.J., Li J.G. Modelling dynamic urban expansion processes incorporating a potential model with cellular automata. Landscape Urban Plan. 2008, 86:79-91.
10. Holben B.N. Characteristics of maximum value composite images from temporal AVHRR data. Int. J. Remote Sens. 1986, 7:1417-1434.
11. Hubacek K., Sun L.X. A scenario analysis of China's land use and land cover change: incorporating biophysical information into input-output modeling. Struct. Change Econ. Dyn. 2001, 12:367-397.
12. Jensen J.R. Introductory Digital Image Processing 1986, Prentice-Hall, Englewood Cliffs, NJ. 3rd Edition.
13. Kamusoko C., Aniya M., Adi B., Manjoro M. Rural sustainability under threat in Zimbabwe-Simulation of future land use/cover changes in the Bindura district based on the Markov-cellular automata model. Appl. Geogr. 2009, 29:435-447.
14. Liu J.Y., Liu M.L., Deng X.Z., Zhuang D.F., Zhang Z.X., Luo D. The land use and land cover change database and its relative studies in China. J. Geogr. Sci. 2002, 12:275-282.
15. Liu J.Y., Liu M.L., Zhuang D.F., Zhang Z.X., Deng X.Z. Study on spatial pattern of land cover change in China during the period from 1995 to 2000. Sci. China Ser. D. 2003, 46:373-384.
16. Liu J.Y., Tian H.Q., Liu M.L., Zhuang D.F., Melillo J.M., Zhang Z.X. China's changing landscape during the 1990s: large-scale land transformations estimated with satellite data. Geophys. Res. Lett. 2005, 32:1-5.
17. Liu J.Y., Zhang Z.X., Xu X.L., Kuang W.H., Zhou W.C., Zhang S.W., Li R.D., Yan C.Z., Yu D.S., Wu S.X., Jiang N. Spatial patterns and driving forces of land use change in China during the early 21st century. J. Geogr. Sci. 2010, 20:483-494.
18. Liu J.Y., Zhuang D.F., Luo D., Xiao X.M. Land cover classification of China: integrated analysis of AVHRR imagery and geophysical data. Int. J. Remote Sens. 2003, 24:2485-2500.
19. Ma M.G., Veroustraete F. Reconstructing pathfinder AVHRR land NDVI time-series data for the Northwest of China. Adv. Space Res. 2006, 37:835-840.
20. Miller J., Franklin J. Modeling the distribution of four vegetation alliances using generalized linear models and classification trees with spatial dependence. Ecol. Model. 2002, 157:227-247.
21. Mondal P., Southworth J. Evaluation of conservation interventions using a cellular automata-Markov model. Forest Ecol. Manag. 2010, 260:1716-1725.
22. Peterson L.K., Bergen K.M., Brown D.G., Vashchuk L., Blam Y. Forested land-cover patterns and trends over changing forest management eras in the Siberian Baikal region. Forest Ecol. Manag. 2009, 257:911-922.
23. Piao S.L., Fang J.Y., Zhou L.M., Guo Q.H., Henderson M., Ji W., Li Y., Tao S. Interannual variations of monthly and seasonal normalized difference vegetation index (NDVI) in China from 1982 to 1999. J. Geogr. Res. 2003, 108:4401. 10.1029/2002JD002848.
24. Qi Y., Henderson M., Xu M., Chen J., Shi P.J., He C.Y., Skinner W. Evolving core-periphery interactions in a rapidly expanding urban landscape: the case of Beijing. Landscape Urban Plan. 2004, 19:375-388.
25. State Key Laboratory of Resources and Environmental Information System (LREIS) Earth Science Database Series: Resources and Environment Database of China (LREIS Data 1:4 000 000) 1996, Institute of Geography of Chinese Academy of Sciences, Beijing.
26. Tucker C.J., Slayback D.A., Pinzon J.E., Los S.O., Myneni R.B., Taylor M.G. Higher northern latitude NDVI and growing season trends from 1982 to 1999. Int. J. Biometeorol. 2001, 45:184-190.
27. Verburg P.H., Veldkamp A., Fresco L.O. Simulation of changes in the spatial pattern of land use in China. Appl. Geogr. 1999, 19:211-233.
28. Vitousek P.M., Mooney H.A., Lubchenco J., Melillo J.M. Human domination of earth's ecosystems. Science. 1997, 277:494-499.
29. Wolfram S. Cellular automata as models of complexity. Nature. 1984, 311:419-424.
30. Yue T.X., Fan Z.M., Liu J.Y. Scenarios of land cover in China. Global Planet. Change. 2007, 55:317-342.
31. Zhang J.X., Zhang Y.H. Remote sensing research issues of the National Land Use Change Program of China. ISPRS J. Photogramm. 2007, 62:461-472.
32. Zhou L.M., Tucker C.J., Kaufmann R.K., Slayback D., Shabanov N.V., Myneni R.B. Variations in northern vegetation activity inferred from satellite data of vegetation index during 1981 to 1999. J. Geogr. Sci. 2001, 106:20069-20083.