Integrating remote sensing techniques, geographical information systems (GIS), and stochastic models for monitoring land use and land cover (LULC) changes in the Northern Coastal Region of Nayarit, Mexico

GIScience and Remote Sensing

Volumn 48, Issue 2, 2011, Pages 245-263

  Berlanga Robles, César ^a   Ruiz Luna, Arturo ^a  

^a CENTRO DE INVESTIGACIÓN EN ALIMENTACIÓN Y DESARROLLO   (Mexico)

Author keywords

[No Author keywords available]

Indexed keywords

GIS; LAND COVER; LAND USE CHANGE; LANDSAT; MARKOV CHAIN; REMOTE SENSING; SATELLITE IMAGERY; STOCHASTICITY; THEMATIC MAPPING;

MEXICO [NORTH AMERICA]; NAYARIT;

EID: 79958168503     PISSN: 15481603     EISSN: None     Source Type: Journal    
DOI: 10.2747/1548-1603.48.2.245     Document Type: Article

References (34)

1. Agardy, T., Alder, J., Dayton, P., Curran, S., Kitchingman, A., Wilson, M., Catenazzi, A., Wilson, M., Catenazzi, A., Restrepo, J., Birkeland, C., Blaber, S., Saifullah, S., Brach, G., Boersma, D., Nixon, S., Dungan, P., Davidson, N. and C. Vörösmarty, 2005, "Coastal Systems, " in: Ecosystems and Human Well-Being: Current State and Trends, Hassan, R., Scholes, R. and N. Ash (Eds.), London, UK: Island Press, 513-549.
2. Berlanga-Robles, C. A. and A. Ruiz-Luna, 2006, "Assessment of Change in the Landscape of the San Blas Estuarine System, Nayarit, Mexico through the Analysis of Landsat MSS Images", Ciencias Marinas, 32(3):523-538. (Pubitemid 44660426)
3. Berlanga-Robles, C. A. and A. Ruiz-Luna, 2007, "Análisis de las Tendencias de Cambio del Bosque de Mangle del Sistema Lagunar Teacapán-Agua Brava, México. Una Aproximación con el Uso de Imágenes de Satélite Landsat (Trend Analysis of Mangrove Forest Change in the Teacapán-Agua Brava Lagoon System. An Approach Using Landsat Imagery)", Universidad y Ciencia, 23(1):29-46.
4. Brown, D. G., Pijanowski, B. C., and J. D. Duh, 2000, "Modeling the Relationships Between Land Use and Land Cover on Private Lands in the Upper Midwest, USA", Journal of Environmental Management, 59(4):247-263. (Pubitemid 32586723)
5. Brown, D. G., Walker, R., Manson, S. and K. Seto, 2004, "Modeling Land-Use and Land-Cover Change", in: Land Change Science, Gutman, G., Janetos, A. C., Justice, O. C., Moran, E. F., Mustard, J. F., Rindfuss, R. R., Skole, D. L., Turner, B. L., and M. A. Cochrane (Eds.), Dordrecht, The Netherlands: Kluwer Academic, 395-409.
6. Brown, J. C., Jepson, W. E., Kastens, J. H., Wardlow, B. D., Lomas, J. M. and K. P. Price, 2007, "Multitemporal, Moderate-Spatial-Resolution Remote Sensing of Modern Agricultural Production and Land Modification in the Brazilian Amazon", GIScience & Remote Sensing, 44(2):117-148. (Pubitemid 46647751)
7. Campbell, J. B., 2007, Introduction to Remote Sensing, New York, NY: Guilford, 626 p.
8. Chang, Y. L., 1998, WinQSB: Decision Support Software for Ms/Om, New York, NY: Wiley, 471 p.
9. Congalton, R. G. and K. Green, 1999, Assessing the Accuracy of Remotely Sensed Data: Principles and Practices, Boca Raton, FL: Lewis Publishers, 137 p.
10. Copping, P., Jonckheere, I., Nackaerts, K., and B. Muys, 2004, "Digital Change Detection Methods in Ecosystem Monitoring: A Review", International Journal of Remote Sensing, 25(9):1565-1596. (Pubitemid 38516797)
11. Dowdy, S., Wearden, S., and D. Chilko, 2004, Statistics for Research, New York, NY: Wiley, 627 p.
12. Eastman, J. R., 2006, IDRISI Andes. Guide to GIS and Image Processing, Worcester, MA: Clark University, 328 p.
13. Eastman, J. R., McKendry, J. E., and M. A. Fulk, 1995, Change and Time Series Analysis, Geneva, Switzerland: United Nations Institute for Training and Research.
14. Fan, F., Wang, Y., and Z. Wang, 2008, "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", Environmental Monitoring and Assessment, 137(1-3):127-147.
15. Gu, D., Zhang, Y., and J. Fu, 2007, "The Landscape Pattern Characteristics of Coastal Wetlands in Jiaozhou Bay Under The Impact of Human Activities", Environmental Monitoring and Assessment, 124(1-3):361-370. (Pubitemid 46371679)
16. Halpern, B. S., Walbridge, S., Selkoe, K. A., Kappel, C. V., Micheli, F., D'Agrosa, C., Bruno, J. F., Casey, K. S., Ebert, C., Fox, H. E., Fujita, R., Heinemann, D., Lenihan, H. S., Madin, E. M. P., Perry, M. T., Selig, E. R., Spalding, M., Steneck, R., and R. Watson, 2008, "A Global Map of Human Impact on Marine Ecosystems", Science, 319(5865):948-952. (Pubitemid 351263764)
17. Hernández-Guzmán, R., Ruiz-Luna, A., and C. A. Berlanga-Robles, 2008, "Assessment of Runoff Response to Landscape Changes in the San Pedro Subbasin (Nayarit, Mexico) Using Remote Sensing Data and GIS", Journal of Environmental Science and Health, Part A, 43(12):1471-1482.
18. INEGI, 2000. Sintesis de Información Geográfica del Estado de Nayarit (Synthesis of Geographical Information on the State of Nayarit), México, DF, México: Instituto Nacional de Estadistica, Geografia e Informática, 75 p.
19. Jensen, J., Cowen, J. D., Althausen, J. D., Narumalani, S., and O. Weatherbee, 1993, "An Evaluatión of Coastwatch Change Detection Protocol in South Carolina, Photogrammetric Engineering and Remote Sensing, 59(6):1093-1044.
20. Lambin, E. F., Geist, H. J., and E. Lepers, 2003, "Dynamics of Land-Use and Land Cover Change in Tropical Regions", Annual Review of Environment and Resources, 28:205-241.
21. Landis, J. R. and G. G. Koch, 1977, "The Measurement of Observer Agreement for Categorical Data", Biometrics, 33(1):159-174. (Pubitemid 8054849)
22. López, E., Bocco, G., Mendoza, M., and E. Duhau, 2001, "Predicting Land-Cover and Land-Use Change in the Urban Fringe: A Case in Morelia City, Mexico", Land-scape and Urban Planning, 55(4):271-285. (Pubitemid 32760296)
23. Luitjen, J. C., 2003, "A Systematic Method for Generating Land Use Patterns Using Stochastic Rules and Basic Landscape Characteristics: Results for a Colombian Hillside Watershed", Agriculture, Ecosystems & Environment, 95(2-3):427-441.
24. Mas, J. F., 1999, "Monitoring Land-Cover Changes: A Comparison of Change Detection Techniques", International Journal of Remote Sensing, 20(1):139-152.
25. Metzger, M. J., Rounsevell, M. D. A., Acosta-Michlik, L., Leemans, R., and D. Schröter, 2006, "The Vulnerability of Ecosystem Services to Land Use Change", Agriculture, Ecosystems and Environment, 114(1):69-85. (Pubitemid 43294419)
26. Muttitanon, W. and N. K. Tripathi, 2005, "Land Use/Land Cover Changes in the Coastal Zone of Ban Don Bay, Thailand Using Landsat 5 TM Data", International Journal of Remote Sensing, 26(11):2311-2323. (Pubitemid 41007398)
27. Palacio-Prieto, J. L., Sánchez-Salazar, M. T., Casado, J. M., Propin, F., Delgado, J., Velázquez, A., Chias, L., Ortiz, M. I., González, J., Negrete, G., Gabriel, J., and R. Márquez, 2004, Indicadores para la Caracterización y el Ordenamiento Territorial (Indicators for the Characterization of Land Management), México: Instituto de Geografia UNAM, 161 p.
28. Ramsey, E. W., III, Nelson, G. A., and S. K. Sapkota, 2001, "Coastal Vhange Analysis Program Implemented in Louisiana", Journal of Coastal Research, 17(1), 53-71. (Pubitemid 32247442)
29. Rogan, J., Franklin, J., D. and A. Roberts, 2002, "A Comparison of Methods for Monitoring Multitemporal Vegetation Change Using Thematic Mapper Imagery", Remote Sensing of Environment, 80(1):143-156. (Pubitemid 34271209)
30. Singh, A., 1989. "Digital Change Detection Techniques Using Remotely Sensed Data", International Journal of Remote Sensing, 10(6):989-1003.
31. Stewart, W. J., 1994, Introduction to the Numerical Solution of Markov Chains, Princeton, NJ: Princeton University Press, 539 p.
32. Treitz, P. and J. Rogan, 2004, "Remote Sensing for Mapping and Monitoring Land-Cover and Land-Use Change", Progress in Planning, 61(4):269-279. (Pubitemid 38504549)
33. Weng, Q., 2002. "Land Use Change Analysis in the Zhujiang Delta of China Using Satellite Remote Sensing, GIS and Stochastic Modeling", Journal of Environmental Management, 64(3):273-284.
34. Yang, X. and Z. Liu, 2005, "Using Satellite Imagery and GIS for Land-Use and Land-Cover Change Mapping in an Estuarine Watershed", International Journal of Remote Sensing, 26(23):5275-5296. (Pubitemid 43878414)