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Volumn 39, Issue , 2013, Pages 183-198

Design of an agent-based model to examine population-environment interactions in Nang Rong District, Thailand

Author keywords

Agent based model; Model architecture; Northeastern Thailand; Population environment interactions; Social and land use module interactions; Spatial simulations

Indexed keywords

AGRICULTURAL PRODUCTION; COMPUTER SIMULATION; DESIGN; EMPLOYMENT; GIS; HOUSEHOLD INCOME; LAND USE CHANGE; MODELING; NATURE-SOCIETY RELATIONS; POPULATION MIGRATION; SOFTWARE; SPATIAL ANALYSIS;

EID: 84873695996     PISSN: 01436228     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.apgeog.2012.12.010     Document Type: Article
Times cited : (41)

References (95)
  • 2
    • 27844489031 scopus 로고    scopus 로고
    • Exploring complexity in a human-environment systems: an agent based spatial model for multidisciplinary and multiscale integration
    • An L., Linderman M., Qi J., Shortridge A., Liu J. Exploring complexity in a human-environment systems: an agent based spatial model for multidisciplinary and multiscale integration. Annals of the Association of American Geographers 2005, 95(1):54-79.
    • (2005) Annals of the Association of American Geographers , vol.95 , Issue.1 , pp. 54-79
    • An, L.1    Linderman, M.2    Qi, J.3    Shortridge, A.4    Liu, J.5
  • 3
    • 0035168733 scopus 로고    scopus 로고
    • Agent-based spatial models applied to agriculture: a simulation tool for technology diffusion, resource use changes and policy analysis
    • Berger T. Agent-based spatial models applied to agriculture: a simulation tool for technology diffusion, resource use changes and policy analysis. Agricultural Economics 2001, 25:245-260.
    • (2001) Agricultural Economics , vol.25 , pp. 245-260
    • Berger, T.1
  • 5
    • 0008342216 scopus 로고
    • Population, development and deforestation: some recent evidence
    • United Nations, New York
    • Bilsborrow R.E. Population, development and deforestation: some recent evidence. United Nations, population, environment and development 1994, United Nations, New York, (pp. 117-134).
    • (1994) United Nations, population, environment and development , pp. 117-134
    • Bilsborrow, R.E.1
  • 7
    • 77956925250 scopus 로고    scopus 로고
    • Effects of planting seasons, varieties and harvesting times on biochemical properties of cassava (Manihot esculenta Crantz) roots
    • Boonseng O., Santisopasri V., Soommart A., Paerayakrato D. Effects of planting seasons, varieties and harvesting times on biochemical properties of cassava (Manihot esculenta Crantz) roots. Kasetsart Journal, Natural Sciences 1999, 33:497-506.
    • (1999) Kasetsart Journal, Natural Sciences , vol.33 , pp. 497-506
    • Boonseng, O.1    Santisopasri, V.2    Soommart, A.3    Paerayakrato, D.4
  • 8
    • 0035866982 scopus 로고    scopus 로고
    • Multi-agent simulations of hunting wild meat in a village in eastern Cameroon
    • Bousquet F., Le Page C., Bakam I., Takforyan A. Multi-agent simulations of hunting wild meat in a village in eastern Cameroon. Ecological Modelling 2001, 138:331-346.
    • (2001) Ecological Modelling , vol.138 , pp. 331-346
    • Bousquet, F.1    Le Page, C.2    Bakam, I.3    Takforyan, A.4
  • 9
    • 84867690896 scopus 로고    scopus 로고
    • An agent based approach to modeling impacts of agricultural policy on land use, biodiversity and ecosystem services
    • Brady M., Sahrbacher C., Kellermann K., Happe K. An agent based approach to modeling impacts of agricultural policy on land use, biodiversity and ecosystem services. Landscape Ecology 2012, 27(9):1363-1381.
    • (2012) Landscape Ecology , vol.27 , Issue.9 , pp. 1363-1381
    • Brady, M.1    Sahrbacher, C.2    Kellermann, K.3    Happe, K.4
  • 10
    • 0141588079 scopus 로고    scopus 로고
    • The colonist footprint: toward a conceptual framework of deforestation trajectories among small farmers in frontier Amazonia
    • University Press of Florida, C. Wood, R. Porro (Eds.)
    • Brondizio E.S., McCracken S.D., Moran E.F., Siqueira A.D., Nelson D.R., Rodriguez-Pedraza C. The colonist footprint: toward a conceptual framework of deforestation trajectories among small farmers in frontier Amazonia. Deforestation and land use in the Amazon 2002, 133-161. University Press of Florida. C. Wood, R. Porro (Eds.).
    • (2002) Deforestation and land use in the Amazon , pp. 133-161
    • Brondizio, E.S.1    McCracken, S.D.2    Moran, E.F.3    Siqueira, A.D.4    Nelson, D.R.5    Rodriguez-Pedraza, C.6
  • 13
    • 0034782907 scopus 로고    scopus 로고
    • Assessment of the CERES-rice model for rice production in the central plain of Thailand
    • Cheyglinted S., Ranamukhaarachchi S.L., Singh G. Assessment of the CERES-rice model for rice production in the central plain of Thailand. Journal of Agricultural Science 2001, 137:289-298.
    • (2001) Journal of Agricultural Science , vol.137 , pp. 289-298
    • Cheyglinted, S.1    Ranamukhaarachchi, S.L.2    Singh, G.3
  • 14
    • 84883553393 scopus 로고    scopus 로고
    • A decade of SLEUTHing: lessons learned from applications of a cellular automaton land use change model. Classics from IJGIS
    • Taylor and Francis, CRC, Boca Raton, Florida, P.E. Fisher (Ed.)
    • Clarke K.C., Gazulis N., Dietzel C.K., Goldstein N.C. A decade of SLEUTHing: lessons learned from applications of a cellular automaton land use change model. Classics from IJGIS. Twenty years of the international journal of geographical information systems and science 2007, 413-425. Taylor and Francis, CRC, Boca Raton, Florida. P.E. Fisher (Ed.).
    • (2007) Twenty years of the international journal of geographical information systems and science , pp. 413-425
    • Clarke, K.C.1    Gazulis, N.2    Dietzel, C.K.3    Goldstein, N.C.4
  • 15
    • 84873643693 scopus 로고    scopus 로고
    • Remote sensing links to the social sciences
    • Sage Publications, London, T.A. Warner, M.D. Nellis, G.M. Foody (Eds.)
    • Crews K.A., Walsh S.J. Remote sensing links to the social sciences. Handbook of remote sensing 2009, 437-445. Sage Publications, London. T.A. Warner, M.D. Nellis, G.M. Foody (Eds.).
    • (2009) Handbook of remote sensing , pp. 437-445
    • Crews, K.A.1    Walsh, S.J.2
  • 16
    • 0348159685 scopus 로고    scopus 로고
    • Blowin' down the road: investigating bilateral causality between dust storms and population change in the Great Plains
    • Deane G.D., Gutmann M.P. Blowin' down the road: investigating bilateral causality between dust storms and population change in the Great Plains. Population Research and Policy Review 2003, 22:297-331.
    • (2003) Population Research and Policy Review , vol.22 , pp. 297-331
    • Deane, G.D.1    Gutmann, M.P.2
  • 17
    • 0032276124 scopus 로고    scopus 로고
    • Social determinants of deforestation in developing countries: a cross-national study
    • Ehrhardt-Martinez K. Social determinants of deforestation in developing countries: a cross-national study. Social Forces 1998, 77 5(2):567-572.
    • (1998) Social Forces , Issue.2 , pp. 567-572
    • Ehrhardt-Martinez, K.1
  • 18
    • 33645917058 scopus 로고    scopus 로고
    • Novel methods improve prediction of species' distributions from occurrence data
    • Elith J., Graham C.H., Anderson R.P., Dudík M., Ferrier S., Guisan A., et al. Novel methods improve prediction of species' distributions from occurrence data. Ecography 2006, 29:129-151.
    • (2006) Ecography , vol.29 , pp. 129-151
    • Elith, J.1    Graham, C.H.2    Anderson, R.P.3    Dudík, M.4    Ferrier, S.5    Guisan, A.6
  • 20
    • 0032434911 scopus 로고    scopus 로고
    • Household strategies and rural livelihood diversification
    • Ellis F. Household strategies and rural livelihood diversification. Journal of Development Studies 1998, 35(1):1-38.
    • (1998) Journal of Development Studies , vol.35 , Issue.1 , pp. 1-38
    • Ellis, F.1
  • 22
    • 38849103611 scopus 로고    scopus 로고
    • Putting people into place
    • Entwisle B. Putting people into place. Demography 2007, 44(4):687-703.
    • (2007) Demography , vol.44 , Issue.4 , pp. 687-703
    • Entwisle, B.1
  • 24
    • 39849101725 scopus 로고    scopus 로고
    • Population growth and its spatial distribution as factors in the deforestation of Nang Rong, Thailand
    • Entwisle B., Rindfuss R.R., Walsh S.J., Page P.H. Population growth and its spatial distribution as factors in the deforestation of Nang Rong, Thailand. GeoForum 2008, 39(2):879-897.
    • (2008) GeoForum , vol.39 , Issue.2 , pp. 879-897
    • Entwisle, B.1    Rindfuss, R.R.2    Walsh, S.J.3    Page, P.H.4
  • 26
    • 0002512075 scopus 로고    scopus 로고
    • Landuse/landcover and population dynamics, Nang Rong, Thailand
    • National Academy Press, National Academy of Sciences, Committee on the Human Dimensions of Global Change, Washington, DC, D. Liverman, E.F. Moran, R.R. Rindfuss, P.C. Stern (Eds.)
    • Entwisle B., Walsh S.J., Rindfuss R.R., Chamratrithirong A. Landuse/landcover and population dynamics, Nang Rong, Thailand. People and pixels 1998, 121-144. National Academy Press, National Academy of Sciences, Committee on the Human Dimensions of Global Change, Washington, DC. D. Liverman, E.F. Moran, R.R. Rindfuss, P.C. Stern (Eds.).
    • (1998) People and pixels , pp. 121-144
    • Entwisle, B.1    Walsh, S.J.2    Rindfuss, R.R.3    Chamratrithirong, A.4
  • 28
    • 70849133696 scopus 로고    scopus 로고
    • Agent-based models and generative social science
    • Epstein J.M. Agent-based models and generative social science. Complexity 1999, 4(5):41-60.
    • (1999) Complexity , vol.4 , Issue.5 , pp. 41-60
    • Epstein, J.M.1
  • 29
    • 3343011587 scopus 로고    scopus 로고
    • Multi-scale analysis of a household level agent-based model of landcover change
    • Evans T.P., Kelley H. Multi-scale analysis of a household level agent-based model of landcover change. Environmental Management 2004, 72(1-2):57-72.
    • (2004) Environmental Management , vol.72 , Issue.1-2 , pp. 57-72
    • Evans, T.P.1    Kelley, H.2
  • 30
    • 84990011364 scopus 로고    scopus 로고
    • A review of 10 years of work on economic growth and population change in rural India
    • National Academy Press, Washington, DC, B. Entwisle, P.C. Stern (Eds.)
    • Foster A. A review of 10 years of work on economic growth and population change in rural India. Population, land use, and environment 2005, 287-308. National Academy Press, Washington, DC. B. Entwisle, P.C. Stern (Eds.).
    • (2005) Population, land use, and environment , pp. 287-308
    • Foster, A.1
  • 34
    • 58749098457 scopus 로고    scopus 로고
    • Rethinking the Galápagos Islands as a complex social-ecological systems: implications for conservation and management
    • (Online)
    • Gonzalez J.A., Montes C., Rodríguez J., Tapia W. Rethinking the Galápagos Islands as a complex social-ecological systems: implications for conservation and management. Ecology and Society 2008, 13(2):13. (Online).
    • (2008) Ecology and Society , vol.13 , Issue.2 , pp. 13
    • Gonzalez, J.A.1    Montes, C.2    Rodríguez, J.3    Tapia, W.4
  • 35
    • 33644758788 scopus 로고
    • Population as concept and parameter in the modeling of deforestation
    • University of Michigan Press, Ann Arbor, MI, W.D. Drake, S.R. Brechin (Eds.)
    • Grainger A. Population as concept and parameter in the modeling of deforestation. Population-environment dynamics: Ideas and observations 1993, 71-101. University of Michigan Press, Ann Arbor, MI. W.D. Drake, S.R. Brechin (Eds.).
    • (1993) Population-environment dynamics: Ideas and observations , pp. 71-101
    • Grainger, A.1
  • 37
    • 84990008551 scopus 로고    scopus 로고
    • Population and environment in the US Great Plains
    • Committee on Human Dimensions of Global Change, National Academies Press, B. Entwisle, P.C. Stern (Eds.)
    • Gutmann M.P., Parton W.J., Cunfer G., Burke I.C. Population and environment in the US Great Plains. Population, land use & environmental research directions 2005, 84-105. Committee on Human Dimensions of Global Change, National Academies Press. B. Entwisle, P.C. Stern (Eds.).
    • (2005) Population, land use & environmental research directions , pp. 84-105
    • Gutmann, M.P.1    Parton, W.J.2    Cunfer, G.3    Burke, I.C.4
  • 38
    • 80051786604 scopus 로고    scopus 로고
    • Assessing the application of a geographic niche-based model for crop suitability mapping in Northeast Thailand
    • Heumann B.W., Walsh S.J., McDaniel P. Assessing the application of a geographic niche-based model for crop suitability mapping in Northeast Thailand. Ecological Informatics 2011, 6:257-269.
    • (2011) Ecological Informatics , vol.6 , pp. 257-269
    • Heumann, B.W.1    Walsh, S.J.2    McDaniel, P.3
  • 39
    • 0016252952 scopus 로고
    • Human population and the global environment
    • Holdren J.P., Ehrlich P.R. Human population and the global environment. American Scientist 1974, 62:282-292.
    • (1974) American Scientist , vol.62 , pp. 282-292
    • Holdren, J.P.1    Ehrlich, P.R.2
  • 40
    • 0028896248 scopus 로고
    • Automatic plant extension measurement in sugarcane in relation to temperature and soil moisture
    • Inman-Bamber N.G. Automatic plant extension measurement in sugarcane in relation to temperature and soil moisture. Field Crops Research 1995, 42(2-3):135-142.
    • (1995) Field Crops Research , vol.42 , Issue.2-3 , pp. 135-142
    • Inman-Bamber, N.G.1
  • 41
    • 0035957741 scopus 로고    scopus 로고
    • The evolution of climate over the last millennium
    • Jones P.D., Osborn T.J., Briffa K.B. The evolution of climate over the last millennium. Science 2001, 292:662-667.
    • (2001) Science , vol.292 , pp. 662-667
    • Jones, P.D.1    Osborn, T.J.2    Briffa, K.B.3
  • 42
    • 0343281875 scopus 로고
    • Climate and agricultural land use in Thailand
    • University of Tokyo Press, Tokyo, M.M. Yoshino (Ed.)
    • Kaida Y., Surarerk V. Climate and agricultural land use in Thailand. Climate and agricultural land use in monsoon Asia 1984, 231-254. University of Tokyo Press, Tokyo. M.M. Yoshino (Ed.).
    • (1984) Climate and agricultural land use in monsoon Asia , pp. 231-254
    • Kaida, Y.1    Surarerk, V.2
  • 44
    • 0037472888 scopus 로고    scopus 로고
    • Effects of household dynamics on resource consumption and biodiversity
    • Liu J., Daily G., Ehrlich P., Luck G. Effects of household dynamics on resource consumption and biodiversity. Nature 2003, 421:530-533.
    • (2003) Nature , vol.421 , pp. 530-533
    • Liu, J.1    Daily, G.2    Ehrlich, P.3    Luck, G.4
  • 45
    • 0032713204 scopus 로고    scopus 로고
    • Changes in human population structure and implications for biodiversity conservation
    • Liu J., Ouyang Z., Tan Y., Yang J., Zhou S. Changes in human population structure and implications for biodiversity conservation. Population and Environment 1999, 21:45-58.
    • (1999) Population and Environment , vol.21 , pp. 45-58
    • Liu, J.1    Ouyang, Z.2    Tan, Y.3    Yang, J.4    Zhou, S.5
  • 46
    • 0003489497 scopus 로고    scopus 로고
    • National Academy Press, Washington, D.C. D. Liverman, E.F. Moran, R.R. Rindfuss, P.C. Stern (Eds.)
    • People and pixels: Linking remote sensing and social science 1998, National Academy Press, Washington, D.C. D. Liverman, E.F. Moran, R.R. Rindfuss, P.C. Stern (Eds.).
    • (1998) People and pixels: Linking remote sensing and social science
  • 47
    • 33644771718 scopus 로고
    • Mauritius: population and land use
    • National Academy Press, Washington, D.C. C.L. Jolly, B.B. Torrey (Eds.)
    • Lutz W., Holm E. Mauritius: population and land use. Population and land use in developing countries: Report of a workshop 1993, 98-105. National Academy Press, Washington, D.C. C.L. Jolly, B.B. Torrey (Eds.).
    • (1993) Population and land use in developing countries: Report of a workshop , pp. 98-105
    • Lutz, W.1    Holm, E.2
  • 48
    • 0036025778 scopus 로고    scopus 로고
    • From factors to actors: computational sociology and agent-based modeling
    • Macy M.W., Willer R. From factors to actors: computational sociology and agent-based modeling. Annual Review of Sociology 2002, 28:143-166.
    • (2002) Annual Review of Sociology , vol.28 , pp. 143-166
    • Macy, M.W.1    Willer, R.2
  • 50
    • 33750114083 scopus 로고    scopus 로고
    • Landscape frontiers, geography frontiers: lessons to be learned
    • Malanson G.P., Zeng Y., Walsh S.J. Landscape frontiers, geography frontiers: lessons to be learned. Professional Geographer 2006, 58(4):383-396.
    • (2006) Professional Geographer , vol.58 , Issue.4 , pp. 383-396
    • Malanson, G.P.1    Zeng, Y.2    Walsh, S.J.3
  • 51
    • 26444608545 scopus 로고    scopus 로고
    • Agent-based modeling and genetic programming for modeling land change in the Southern Yucatan Peninsular Region of Mexico
    • Manson S.M. Agent-based modeling and genetic programming for modeling land change in the Southern Yucatan Peninsular Region of Mexico. Agriculture, Ecosystems and Environment 2005, 111(1):47-62.
    • (2005) Agriculture, Ecosystems and Environment , vol.111 , Issue.1 , pp. 47-62
    • Manson, S.M.1
  • 52
    • 0028115461 scopus 로고
    • GUMCAS: a model describing the growth of cassava (Manihot esculenta L. Crantz)
    • Matthews R.B., Hunt L.A. GUMCAS: a model describing the growth of cassava (Manihot esculenta L. Crantz). Field Crops Research 1994, 36:69-84.
    • (1994) Field Crops Research , vol.36 , pp. 69-84
    • Matthews, R.B.1    Hunt, L.A.2
  • 54
    • 78649444449 scopus 로고    scopus 로고
    • Land use change of household farms in the Ecuadorian Amazon: design and implementation of an agent based model
    • Mena C.F., Walsh S.J., Frizzelle B.G., Malanson G.P. Land use change of household farms in the Ecuadorian Amazon: design and implementation of an agent based model. Applied Geography 2011, 31(1):210-222.
    • (2011) Applied Geography , vol.31 , Issue.1 , pp. 210-222
    • Mena, C.F.1    Walsh, S.J.2    Frizzelle, B.G.3    Malanson, G.P.4
  • 55
    • 84873688092 scopus 로고    scopus 로고
    • Scale dependent pattern metrics and panel data analysis as applied in a multiphase hybrid land cover classification scheme. In Proceedings of the American Society for Photogrammetry and Remote Sensing
    • Messina, J. P., Crews-Meyer, K. A., & Walsh, S. J. (2000). Scale dependent pattern metrics and panel data analysis as applied in a multiphase hybrid land cover classification scheme. In Proceedings of the American Society for Photogrammetry and Remote Sensing (9 pp.).
    • (2000) , pp. 9
    • Messina, J.P.1    Crews-Meyer, K.A.2    Walsh, S.J.3
  • 58
    • 4644270662 scopus 로고    scopus 로고
    • Kluwer Academic Publishers, Boston, A.C. Millington, S.J. Walsh, P.E. Osborne (Eds.)
    • GIS and remote sensing applications in biogeography and ecology 2001, Kluwer Academic Publishers, Boston. A.C. Millington, S.J. Walsh, P.E. Osborne (Eds.).
    • (2001) GIS and remote sensing applications in biogeography and ecology
  • 61
    • 23844439347 scopus 로고    scopus 로고
    • The use of a multilevel statistical model to analyze factors influencing land use: a study of the Ecuadorian Amazon
    • Pan W., Bilsborrow R.E. The use of a multilevel statistical model to analyze factors influencing land use: a study of the Ecuadorian Amazon. Global and Planetary Change 2005, 47:99-110.
    • (2005) Global and Planetary Change , vol.47 , pp. 99-110
    • Pan, W.1    Bilsborrow, R.E.2
  • 63
    • 0023737817 scopus 로고
    • Rural poverty, development, and the environment: the case of Northeast Thailand
    • Parnwell M.J.G. Rural poverty, development, and the environment: the case of Northeast Thailand. Journal of Biogeography 1988, 15:199-313.
    • (1988) Journal of Biogeography , vol.15 , pp. 199-313
    • Parnwell, M.J.G.1
  • 64
    • 0032198589 scopus 로고    scopus 로고
    • Demography and the environment
    • Pebley A.R. Demography and the environment. Demography 1998, 35(4):377-389.
    • (1998) Demography , vol.35 , Issue.4 , pp. 377-389
    • Pebley, A.R.1
  • 65
    • 27944446350 scopus 로고    scopus 로고
    • Maximum entropy modeling of species geographic distributions
    • Phillips S.J., Anderson R.P., Schapire R.E. Maximum entropy modeling of species geographic distributions. Ecological Modelling 2006, 190(3-4):231-259.
    • (2006) Ecological Modelling , vol.190 , Issue.3-4 , pp. 231-259
    • Phillips, S.J.1    Anderson, R.P.2    Schapire, R.E.3
  • 66
    • 63849333773 scopus 로고    scopus 로고
    • Sample selection bias and presence-only distribution models: implications for background and pseudo-absence data
    • Phillips S.J., Dudik M., Elith J., Graham C.H., Lehmann A., Leathwick J., et al. Sample selection bias and presence-only distribution models: implications for background and pseudo-absence data. Ecological Applications 2009, 19(1):181-197.
    • (2009) Ecological Applications , vol.19 , Issue.1 , pp. 181-197
    • Phillips, S.J.1    Dudik, M.2    Elith, J.3    Graham, C.H.4    Lehmann, A.5    Leathwick, J.6
  • 67
    • 14344261668 scopus 로고    scopus 로고
    • A maximum entropy approach to species distribution modeling. In Proceedings of the twenty-first international conference on machine learning
    • Phillips, S. J., Dudík, M., & Schapire, R. E. (2004). A maximum entropy approach to species distribution modeling. In Proceedings of the twenty-first international conference on machine learning (pp. 655-662).
    • (2004) , pp. 655-662
    • Phillips, S.J.1    Dudík, M.2    Schapire, R.E.3
  • 68
    • 69949094940 scopus 로고    scopus 로고
    • Application of crop growth simulation and mathematical modeling to supply chain management in the Thai sugar industry
    • Piewthongngam K., Pathumnakul S., Setthanan K. Application of crop growth simulation and mathematical modeling to supply chain management in the Thai sugar industry. Agricultural Systems 2009, 102(1-3):58-66.
    • (2009) Agricultural Systems , vol.102 , Issue.1-3 , pp. 58-66
    • Piewthongngam, K.1    Pathumnakul, S.2    Setthanan, K.3
  • 69
    • 0343724635 scopus 로고    scopus 로고
    • Land-cover change model validation by an ROC method for the Ipswich watershed, Massachusetts, USA
    • Pontius R.G., Schneider L.C. Land-cover change model validation by an ROC method for the Ipswich watershed, Massachusetts, USA. Agriculture Ecosystems & Environment 2001, 85:239-248.
    • (2001) Agriculture Ecosystems & Environment , vol.85 , pp. 239-248
    • Pontius, R.G.1    Schneider, L.C.2
  • 70
    • 0026365216 scopus 로고
    • Homogeneity and heterogeneity: an analysis of the nature of variation in Northeastern Thailand
    • Rigg J. Homogeneity and heterogeneity: an analysis of the nature of variation in Northeastern Thailand. Malaysian Journal of Tropical Geography 1991, 22(1):63-72.
    • (1991) Malaysian Journal of Tropical Geography , vol.22 , Issue.1 , pp. 63-72
    • Rigg, J.1
  • 77
    • 0001042798 scopus 로고
    • Ecological correlations and the behavior of individuals
    • Robinson W.S. Ecological correlations and the behavior of individuals. American Sociological Review 1950, 15:351-357.
    • (1950) American Sociological Review , vol.15 , pp. 351-357
    • Robinson, W.S.1
  • 78
    • 0038310449 scopus 로고    scopus 로고
    • Varietal improvement and dissemination by Kasetsart University, the Thai Tapioca Development Institute, and the Department of Agricultural Extension
    • Hainan, China, R.H. Howeler (Ed.) Cassava breeding, agronomy and farmer participatory research in Asia
    • Rojanaridpiched C., Phongvutipraphan S., Poolsanguan P., Klakhaeng K., Vichukit V., Sarobol E. Varietal improvement and dissemination by Kasetsart University, the Thai Tapioca Development Institute, and the Department of Agricultural Extension. Proceedings of the 5th regional workshop 1998, 55-68. Hainan, China. R.H. Howeler (Ed.).
    • (1998) Proceedings of the 5th regional workshop , pp. 55-68
    • Rojanaridpiched, C.1    Phongvutipraphan, S.2    Poolsanguan, P.3    Klakhaeng, K.4    Vichukit, V.5    Sarobol, E.6
  • 79
    • 0024844139 scopus 로고
    • Population, development, and tropical deforestation: a cross-national study
    • Rudel T.K. Population, development, and tropical deforestation: a cross-national study. Rural Sociology 1989, 54(5):327-338.
    • (1989) Rural Sociology , vol.54 , Issue.5 , pp. 327-338
    • Rudel, T.K.1
  • 81
    • 41749105327 scopus 로고    scopus 로고
    • Spatial clustering and urban settings of rural migrants in Bangkok, Thailand
    • Shao Y., Walsh S.J., Entwisle B., Rindfuss R.R. Spatial clustering and urban settings of rural migrants in Bangkok, Thailand. GeoCarto International 2008, 23(1):35-52.
    • (2008) GeoCarto International , vol.23 , Issue.1 , pp. 35-52
    • Shao, Y.1    Walsh, S.J.2    Entwisle, B.3    Rindfuss, R.R.4
  • 82
    • 0028052904 scopus 로고
    • Physical and human dimensions of deforestation in Amazonia
    • Skole D.L., Chomentowski W.H., Salas W.A., Nobre A.D. Physical and human dimensions of deforestation in Amazonia. Bioscience 1994, 44(5):314-322.
    • (1994) Bioscience , vol.44 , Issue.5 , pp. 314-322
    • Skole, D.L.1    Chomentowski, W.H.2    Salas, W.A.3    Nobre, A.D.4
  • 84
    • 77956881576 scopus 로고    scopus 로고
    • An agent based approach to explore the effect of voluntary mechanisms on land use change: a case of rural Queensland, Australia
    • Valbuena D., Bregt A.K., McAlpine C., Verburg P.H., Seabrook L. An agent based approach to explore the effect of voluntary mechanisms on land use change: a case of rural Queensland, Australia. Journal of Environmental Management 2010, 91:2615-2625.
    • (2010) Journal of Environmental Management , vol.91 , pp. 2615-2625
    • Valbuena, D.1    Bregt, A.K.2    McAlpine, C.3    Verburg, P.H.4    Seabrook, L.5
  • 85
    • 0007368093 scopus 로고    scopus 로고
    • Deforestation and agricultural extensification in Northeast Thailand: a remote sensing and GIS study of landscape structure and scale
    • Walsh S.J. Deforestation and agricultural extensification in Northeast Thailand: a remote sensing and GIS study of landscape structure and scale. Proceedings of Applied Geography Conference 1999, 22:223-232.
    • (1999) Proceedings of Applied Geography Conference , vol.22 , pp. 223-232
    • Walsh, S.J.1
  • 87
    • 3242881311 scopus 로고    scopus 로고
    • Kluwer Academic Publishers, Boston, S.J. Walsh, K.A. Crews-Meyer (Eds.)
    • Linking people, place, and policy: A GIScience approach 2002, Kluwer Academic Publishers, Boston. S.J. Walsh, K.A. Crews-Meyer (Eds.).
    • (2002) Linking people, place, and policy: A GIScience approach
  • 88
    • 39849109267 scopus 로고    scopus 로고
    • Spatial simulation modeling of land use/land cover change scenarios in Northeastern Thailand: a cellular automata approach
    • Walsh S.J., Entwisle B., Rindfuss R.R., Page P.H. Spatial simulation modeling of land use/land cover change scenarios in Northeastern Thailand: a cellular automata approach. Journal of Land Science 2006, 1(1):5-28.
    • (2006) Journal of Land Science , vol.1 , Issue.1 , pp. 5-28
    • Walsh, S.J.1    Entwisle, B.2    Rindfuss, R.R.3    Page, P.H.4
  • 90
    • 39949083406 scopus 로고    scopus 로고
    • Biocomplexity in coupled human-natural systems: study of population & environment interactions
    • Walsh S.J., McGinnis D. Biocomplexity in coupled human-natural systems: study of population & environment interactions. GeoForum 2008, 39(2):773-775.
    • (2008) GeoForum , vol.39 , Issue.2 , pp. 773-775
    • Walsh, S.J.1    McGinnis, D.2
  • 91
    • 39849096558 scopus 로고    scopus 로고
    • Complexity theory, spatial simulation models, and land use dynamics in the Northern Ecuadorian Amazon
    • Walsh S.J., Messina J.P., Mena C.F., Malanson G.P., Page P.H. Complexity theory, spatial simulation models, and land use dynamics in the Northern Ecuadorian Amazon. GeoForum 2008, 39(2):867-878.
    • (2008) GeoForum , vol.39 , Issue.2 , pp. 867-878
    • Walsh, S.J.1    Messina, J.P.2    Mena, C.F.3    Malanson, G.P.4    Page, P.H.5
  • 92
    • 84873640539 scopus 로고    scopus 로고
    • Characterizing land use/land cover change in Northeast Thailand and analyzing the causes and consequences of landscape dynamics. In Proceedings of the 30th international symposium on remote sensing of environment, Honolulu, Hawaii(CD-ROM).
    • Walsh, S. J., Rindfuss, R. R., Entwisle, B., Shao, Y., Weiss, D. J., McDaniel, P. M., et al. (2003). Characterizing land use/land cover change in Northeast Thailand and analyzing the causes and consequences of landscape dynamics. In Proceedings of the 30th international symposium on remote sensing of environment, Honolulu, Hawaii (6 pp.) (CD-ROM).
    • (2003) , pp. 6
    • Walsh, S.J.1    Rindfuss, R.R.2    Entwisle, B.3    Shao, Y.4    Weiss, D.J.5    McDaniel, P.M.6
  • 94
    • 84991352629 scopus 로고    scopus 로고
    • Approaches for linking people, place, and environment for human dimensions research
    • Walsh S.J., Welsh W.F. Approaches for linking people, place, and environment for human dimensions research. GeoCarto International 2003, 18(3):51-61.
    • (2003) GeoCarto International , vol.18 , Issue.3 , pp. 51-61
    • Walsh, S.J.1    Welsh, W.F.2


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