A data mining approach to simulating farmers' crop choices for integrated water resources management

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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Main Authors: Bench Ekasingh, K. Ngamsomsuke, Rebecca A. Letcher, Jessica Spate
Format: Journal
Published: 2018
Subjects:
Environmental Science
Online Access:https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=29144519512&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/62223
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Institution: Chiang Mai University
id th-cmuir.6653943832-62223
record_format dspace
spelling th-cmuir.6653943832-622232018-09-11T09:23:54Z A data mining approach to simulating farmers' crop choices for integrated water resources management Bench Ekasingh K. Ngamsomsuke Rebecca A. Letcher Jessica Spate Environmental Science 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. © 2005 Elsevier Ltd. All rights reserved. 2018-09-11T09:23:54Z 2018-09-11T09:23:54Z 2005-12-01 Journal 03014797 2-s2.0-29144519512 10.1016/j.jenvman.2005.06.015 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=29144519512&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/62223
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
topic Environmental Science
spellingShingle Environmental Science
Bench Ekasingh
K. Ngamsomsuke
Rebecca A. Letcher
Jessica Spate
A data mining approach to simulating farmers' crop choices for integrated water resources management
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. © 2005 Elsevier Ltd. All rights reserved.
format Journal
author Bench Ekasingh
K. Ngamsomsuke
Rebecca A. Letcher
Jessica Spate
author_facet Bench Ekasingh
K. Ngamsomsuke
Rebecca A. Letcher
Jessica Spate
author_sort Bench Ekasingh
title A data mining approach to simulating farmers' crop choices for integrated water resources management
title_short A data mining approach to simulating farmers' crop choices for integrated water resources management
title_full A data mining approach to simulating farmers' crop choices for integrated water resources management
title_fullStr A data mining approach to simulating farmers' crop choices for integrated water resources management
title_full_unstemmed A data mining approach to simulating farmers' crop choices for integrated water resources management
title_sort data mining approach to simulating farmers' crop choices for integrated water resources management
publishDate 2018
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=29144519512&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/62223
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