A data mining approach to simulating farmers' crop choices for integrated water resources management
Water and land resources in Thailand are increasingly under pressure from development. In particular, there are many resource conflicts associated with agricultural production in northern Thailand. Communities in these areas are significantly constrained in the land and water management decisions th...
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| Veröffentlicht in: | Journal of environmental management 2005-12, Vol.77 (4), p.315-325 |
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| container_title | Journal of environmental management |
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| creator | Ekasingh, B. Ngamsomsuke, K. Letcher, R.A. Spate, J. |
| description | Water and land resources in Thailand are increasingly under pressure from development. In particular, there are many resource conflicts associated with agricultural production in northern Thailand. Communities in these areas are significantly constrained in the land and water management decisions they are able to make. This paper describes the application of a data mining approach to describing and simulating farmers' decision rules in a catchment in northern Thailand. This approach is being applied to simulate social, economic and biophysical constraints on farmers' decisions in these areas as part of an integrated water management model. |
| doi_str_mv | 10.1016/j.jenvman.2005.06.015 |
| format | Article |
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In particular, there are many resource conflicts associated with agricultural production in northern Thailand. Communities in these areas are significantly constrained in the land and water management decisions they are able to make. This paper describes the application of a data mining approach to describing and simulating farmers' decision rules in a catchment in northern Thailand. This approach is being applied to simulate social, economic and biophysical constraints on farmers' decisions in these areas as part of an integrated water management model.</description><identifier>ISSN: 0301-4797</identifier><identifier>EISSN: 1095-8630</identifier><identifier>DOI: 10.1016/j.jenvman.2005.06.015</identifier><identifier>PMID: 16289539</identifier><identifier>CODEN: JEVMAW</identifier><language>eng</language><publisher>Oxford: Elsevier Ltd</publisher><subject>agricultural watersheds ; Agriculture ; algorithms ; Animal, plant and microbial ecology ; Applied ecology ; Biological and medical sciences ; computer software ; Conservation of Natural Resources ; Conservation, protection and management of environment and wildlife ; crop production ; Crops, Agricultural ; Data analysis ; Data Collection ; data mining ; Decision Making ; decision support system ; decision support systems ; decision tree ; Decision Trees ; dry season ; economic analysis ; Environmental management ; Farmers ; farmers' attitudes ; Fundamental and applied biological sciences. Psychology ; General aspects ; Humans ; integrated assessment ; land use ; Models, Theoretical ; national surveys ; Rivers ; Simulation ; simulation models ; Socioeconomic Factors ; Thailand ; Water management ; Water resources ; Water Supply ; water use ; wet season</subject><ispartof>Journal of environmental management, 2005-12, Vol.77 (4), p.315-325</ispartof><rights>2005 Elsevier Ltd</rights><rights>2006 INIST-CNRS</rights><rights>Copyright Academic Press Ltd. 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In particular, there are many resource conflicts associated with agricultural production in northern Thailand. Communities in these areas are significantly constrained in the land and water management decisions they are able to make. This paper describes the application of a data mining approach to describing and simulating farmers' decision rules in a catchment in northern Thailand. This approach is being applied to simulate social, economic and biophysical constraints on farmers' decisions in these areas as part of an integrated water management model.</description><subject>agricultural watersheds</subject><subject>Agriculture</subject><subject>algorithms</subject><subject>Animal, plant and microbial ecology</subject><subject>Applied ecology</subject><subject>Biological and medical sciences</subject><subject>computer software</subject><subject>Conservation of Natural Resources</subject><subject>Conservation, protection and management of environment and wildlife</subject><subject>crop production</subject><subject>Crops, Agricultural</subject><subject>Data analysis</subject><subject>Data Collection</subject><subject>data mining</subject><subject>Decision Making</subject><subject>decision support system</subject><subject>decision support systems</subject><subject>decision tree</subject><subject>Decision Trees</subject><subject>dry season</subject><subject>economic analysis</subject><subject>Environmental management</subject><subject>Farmers</subject><subject>farmers' attitudes</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>General aspects</subject><subject>Humans</subject><subject>integrated assessment</subject><subject>land use</subject><subject>Models, Theoretical</subject><subject>national surveys</subject><subject>Rivers</subject><subject>Simulation</subject><subject>simulation models</subject><subject>Socioeconomic Factors</subject><subject>Thailand</subject><subject>Water management</subject><subject>Water resources</subject><subject>Water Supply</subject><subject>water use</subject><subject>wet season</subject><issn>0301-4797</issn><issn>1095-8630</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2005</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqF0c9vFCEUB_CJ0dht9U9QiYl62vEBAwynpmnqj6SJB-2ZvGUeWzY7MyvM1vjfy3YnaeJlL5DABx68b1W94VBz4Przpt7Q8NDjUAsAVYOugatn1YKDVctWS3heLUACXzbGmrPqPOcNAEjBzcvqjGvRWiXtouquWIcTsj4OcVgz3O3SiP6eTSPLsd9vcTosB0w9pfyJ-TTumL8fo6fMwphYHCZaJ5yoY3_KmFiiPO7TYbu8DdfU0zC9ql4E3GZ6Pc8X1d2Xm1_X35a3P75-v766XXolzbREu0LfgNfBiCAsGmHNCghXxlpLwIPgukEAG4wiUg0YK1UwqGSQQJLkRfXxeG_5xO895cn1MXvabnGgcZ-dbltpGwsnodRNK1quTkJuGtUI3Z6GjVGm1C7w_X9wU_o1lLY4bpUW2j6WVUdU-p1zouB2KfaY_joO7hC_27g5fneI34F28Hju7Xz5ftVT93RqzruADzPA7HEbEg4-5idnpOLc8OLeHV3A0eE6FXP3UwCXAKYIIYq4PAoqgT5ESi77SIOnLibyk-vGeOKx_wDXQNj_</recordid><startdate>20051201</startdate><enddate>20051201</enddate><creator>Ekasingh, B.</creator><creator>Ngamsomsuke, K.</creator><creator>Letcher, R.A.</creator><creator>Spate, J.</creator><general>Elsevier Ltd</general><general>Elsevier</general><general>Academic Press Ltd</general><scope>FBQ</scope><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QH</scope><scope>7SN</scope><scope>7ST</scope><scope>7UA</scope><scope>8BJ</scope><scope>C1K</scope><scope>F1W</scope><scope>FQK</scope><scope>H97</scope><scope>JBE</scope><scope>L.G</scope><scope>SOI</scope><scope>7U6</scope><scope>H96</scope><scope>7X8</scope></search><sort><creationdate>20051201</creationdate><title>A data mining approach to simulating farmers' crop choices for integrated water resources management</title><author>Ekasingh, B. ; Ngamsomsuke, K. ; Letcher, R.A. ; Spate, J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c537t-a9bac40c6f72f29a7297b0eab7999e01f2164a009f75ee5407935f7a53f30e3e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2005</creationdate><topic>agricultural watersheds</topic><topic>Agriculture</topic><topic>algorithms</topic><topic>Animal, plant and microbial ecology</topic><topic>Applied ecology</topic><topic>Biological and medical sciences</topic><topic>computer software</topic><topic>Conservation of Natural Resources</topic><topic>Conservation, protection and management of environment and wildlife</topic><topic>crop production</topic><topic>Crops, Agricultural</topic><topic>Data analysis</topic><topic>Data Collection</topic><topic>data mining</topic><topic>Decision Making</topic><topic>decision support system</topic><topic>decision support systems</topic><topic>decision tree</topic><topic>Decision Trees</topic><topic>dry season</topic><topic>economic analysis</topic><topic>Environmental management</topic><topic>Farmers</topic><topic>farmers' attitudes</topic><topic>Fundamental and applied biological sciences. 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| subjects | agricultural watersheds Agriculture algorithms Animal, plant and microbial ecology Applied ecology Biological and medical sciences computer software Conservation of Natural Resources Conservation, protection and management of environment and wildlife crop production Crops, Agricultural Data analysis Data Collection data mining Decision Making decision support system decision support systems decision tree Decision Trees dry season economic analysis Environmental management Farmers farmers' attitudes Fundamental and applied biological sciences. Psychology General aspects Humans integrated assessment land use Models, Theoretical national surveys Rivers Simulation simulation models Socioeconomic Factors Thailand Water management Water resources Water Supply water use wet season |
| title | A data mining approach to simulating farmers' crop choices for integrated water resources management |
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