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

被引：27

作者：

Ekasingh, B

Ngamsomsuke, K

Letcher, RA

Spate, J

机构：

[1] Australian Natl Univ, Integrated Catchment Assessment & Management Ctr, Canberra, ACT, Australia

[2] Australian Natl Univ, Dept Math, Canberra, ACT, Australia

[3] Chiang Mai Univ, Chiang Mai 50000, Thailand

来源：

JOURNAL OF ENVIRONMENTAL MANAGEMENT | 2005年 / 77卷 / 04期

关键词：

data mining; decision tree; integrated assessment; decision support system;

D O I：

10.1016/j.jenvman.2005.06.015

中图分类号：

X [环境科学、安全科学];

学科分类号：

08 ; 0830 ;

摘要：

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. (c) 2005 Elsevier Ltd. All rights reserved.

引用

页码：315 / 325

页数：11