Landscape dynamics modeling through integrated Markov, Fuzzy-AHP and cellular automata

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn , Issue , 2014, Pages 3160-3163

  Aithal, Bharath H ^a   Vinay, S ^a   Ramachandra, T V ^a  

^a INDIAN INSTITUTE OF SCIENCE   (India)

Author keywords

AHP; Bangalore; CA; Fuzzy; Markov

Indexed keywords

CALCIUM; CELLULAR AUTOMATA; HIERARCHICAL SYSTEMS; INFORMATION USE; LAND USE; MARKOV PROCESSES;

ANALYTICAL HIERARCHICAL PROCESS; BANGALORE; FUZZY; MARKOV; MULTI-CRITERIA EVALUATION; PAIR-WISE COMPARISON; REMOTE SENSING DATA; SPATIOTEMPORAL PATTERNS;

REMOTE SENSING;

EID: 84911444977     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2014.6947148     Document Type: Conference Paper

References (31)

1. T.V. Ramachandra and H.A. Bharath, "Spatio-Temporal Pattern of Landscape Dynamics in Shimoga, Tier II City, Karnataka State, India," International Journal of Emerging Technology and Advanced Engineering, 2(9), pp. 563-576, 2012b.
2. T.V. Ramachandra, H.A. Bharath and S. Sreekantha, "Spatial Metrics based Landscape Structure and Dynamics Assessment for an emerging Indian Megalopolis," International Journal of Advanced Research in Artificial Intelligence, 1(1), pp. 48-57, 2012c.
3. A.G.O. Yeh and X. Li, "Measurement and monitoring of urban sprawl in a rapidly growing region using entropy. Photogrammetric engineering & remote sensing," 67, pp. 83-87, 2001.
4. H.S. Sudhira, T.V. Ramachandra and K.S. Jagadish, "Urban sprawl: metrics, dynamics and modelling using GIS," International Journal of Applied Earth Observation and Geoinformation, 5, pp. 29-30, 2004
5. S. Vinay, H.A. Bharath and T.V. Ramachandra, "Spatiotemporal dynamics of Raichur city," in proceedings of: LAKE 2012, MG University Kerala, Nov. 6-8, 2012.
6. F. Fan, Y. Wang and Z. Wang, "Temporal and spatial change detecting (1998-2003) and predicting of land use and land cover in Core corridor of Pearl River Delta (China) by using TM and ETM+images," Environ Monit Assess, 137, pp. 127-147, 2008.
7. Viswambhar Nath, K. A. Surinder, "Urbanisation, Urban Development, and Metropolitan Cities in India," Concept Publishing Company. pp. 3, 2007.
8. T.V. Ramachandra, H.A. Bharath, S. Vinay, et al, "Modelling Urban Revolution in Greater Bangalore, India," in proceedings of 30th Annual In-House Symposium on Space Science and Technology, ISRO-IISc Space Technology Cell, IISc, Bangalore, November 7-8, 2013
9. H.A. Bharath S. Vinay and T.V. Ramachandra, "Comprehension of temporal land use dynamics in urbanising landscape," in Proceedings of NRSC-UIM 2013, Hyderabad, Feb. 21-22, 2013.
10. E. K. Robert, A.T. Philip, E.G. John et al., "Remote sensing change detection tools for natural resource managers: Understanding concepts and tradeoffs in the design of landscape monitoring projects," Remote Sensing of Environment, 113, pp. 1382-1396, 2003.
11. M. Pinki and S. Jane, "Evaluation of conservation interventions using a cellular automata-Markov model," Forest Ecology and Manag., 260, pp 1716-1725, 2010.
12. Xu. Chen, YU. Shi-Xiao and Ya.P. Zhang, "Evaluation of Spatiotemporal Dynamics of Simulated Land Use/Cover in China Using a Probabilistic Cellular Automata-Markov Model," Pedosphere, 23(2), pp. 243-255, 2013.
13. P. Sushant, Y. Fei, "Assessing landscape changes and dynamics using patch analysis and GIS Modelling," International Journal of Applied Earth Observation and Geoinformation, 16, pp 66-76, 2012.
14. R. Gil Pontius Jr., D. C. Joseph, A.S.C. Hall, "Modeling the spatial pattern of land-use change with GEOMOD2: application and validation for Costa Rica" Agriculture, Ecosystems and Environment, 85, pp. 191-203, 2001.
15. J.J. Arsanjani, M. Helbich, W. Kainz and A.D. Boloorani, "Integration of Logistic Regression, Markov Chain and Cellular Automata Models to Simulate Urban Expansion," International Journal of Applied Earth Observation and Geoinformation, Vol. 24, pp. 265-275, 2012.
16. J.A. Jokar, M. Helbich, W. Kainz, and B.A. Darvishi, "Integration of Logistic Regression and Markov Chain Models to Simulate Urban Expansion," International Journal of Applied Earth Observation and Geoinformation, 21, pp. 265-275, 2013.
17. H.A. Bharath, S. Vinay, and T.V. Ramachandra, "Modeling and Simulation of Urbanisation in Greater Bangalore, India," in Proceedings of NSDA 2013, IIT-Bombay, Nov. 29-30, 2013.
18. E. Vaz, P. Nijkamp, et al, "A multi-scenario forecast of urban change: a study on urban growth in the Algarve," Landscape and Urban Planning, 104, pp. 201-211, 2012.
19. D. Guan, H. Li, et al, "Modeling urban land use change by the integration of cellular automaton and Markov chain," ecological Modelling, Vol.222, p. 3761-3722, 2011.
20. H.A. Bharath, S. Vinay, and T.V. Ramachandra, "Prediction of Land use dynamics in the rapidly urbanising lan dscape using land change modeler," in Proceedings of AET 2013, NCR Delhi, Dec. 13-14, 2013.
21. Census India, http://censusindia.gov.in/, accessed on 1 August 2013
22. T.V. Ramachandra, H.A. Bharath, and D.S. Durgappa, "Insights to urban dynamics through landscape spatial pattern analysis," International Journal of Applied Earth Observation and Geoinformation, 18, pp. 329-343, 2012a.
23. Global land cover facility, http://glcf.umiacs.umd.edu/data, accessed last on December 20, 2013
24. Google earth, http://earth.google.com.
25. R.O. Duda, P.E. Hart, D.G. Stork, "Pattern Classification," a Wiley-Interscience Publication, Second Edition, ISBN 9814-12-602-0. 2000.
26. Environment and wetlands research group, http://wgbis.ces.iisc.ernet.in/grass/index.php.
27. G. Coyle, "The Analytic Hierarchy Process (AHP)," Practical Strategy. Open Access Material. AHP, http://www.booksites.net/, pp. 1-11, 2004.
28. T. L. Saaty, "Decision Making with the Analytic Hierarchy Process," International Journal of Services Sciences, 1, pp. 83-98, 2008
29. N. Samat, R. Hasni and Y.A.E. Elhadari, "Modelling Land Use Changes at the Peri-Urban Areas Using GEOGRAPHIC Information Systems and Cellular Automata Model," Journal of Sustainable Development, 4, pp. 72-84, 2011.
30. R. G. Pontius Jr. and J. Malanson, "Comparison of the Structure and Accuracy of Two Land Change Models," International Journal of Geographical Information Science, 19, pp. 243-26, 2005.
31. R. G. Pontius Jr. and M. Millones, "Death to Kappa: Birth of Quantity Disagreement and Allocation Disagreement for Accuracy Assessment," International Journal of Remote Sensing, 32, pp. 4407-4429, 2011.