Knowledge Resource Center for Ecological Environment in Arid Area
Cellular automata and GIS based landuse suitability simulation for irrigated agriculture | |
Yu, J.; Chen, Y.; Wu, J. P. | |
通讯作者 | Yu, J. |
会议名称 | IMACS World Congress/Modelling and Simulation Society-of-Australia-and-New-Zealand (MSSANZ)/18th MODSIM09 Biennial Conference on Modelling and Simulation |
会议日期 | JUL 13-17, 2009 |
会议地点 | Cairns, AUSTRALIA |
英文摘要 | Cellular automata (CA) is increasingly used to simulate various dynamic courses, e. g. urban spatial growth, forest fire spread and soil desertification. CA simulates these courses with iterative evolvements. Through simple and partial rules to form complex space structures and patterns, CA can express complex systems which are difficult to perform only with mathematical formulas. In combination with GIS Software, such as ArcGIS, it can directly and vividly reflect the geospatial state changes and accomplish many kinds of spatial analysis. This paper introduces CA concept into irrigated agriculture and presents a new CA based GIS (Geographic Information System) approach which incorporates simulation methods and implementation of land suitability evaluation to assess agriculture land use in a GIS environment. In this paper, multi-criteria evaluation (MCE) methodology is utilised to deal with data relating to the environmental conditions in the study area, the Macintyre Brook Catchment, southern Queensland, Australia. The data include soil, topography, landuse, surface and groundwater attributes. Each criterion is processed with a specified method and forms one criterion layer. These criterion layers are regarded as the initial irrigated agriculture conditions in the CA generation courses. They are weighted using an Analytical Hierarchy Procedure (AHP) approach, which is a well-known method of MCE, before being integrated to generate a temporary baseline suitability layer which becomes conditions for the next course of CA generation. The generation courses proceed step by step and each temporary suitability layer is based on the layer which was previously generated. With CA spatial simulation of this kind and essential statistical selection, the resultant suitability layer could be built. All these data processing and modeling procedures are incorporated into a GIS framework. This framework is developed and implemented as a tool, called AHP-CA-GIS, using C#.NET computer language. In this tool, MATLAB software embedded components are adopted for computing AHP matrices, CA simulation is performed, in evaluation procedures, and ArcGIS Engine 9.2 development components are applied to complete spatial modeling tasks. The resultant land suitability map of AHP-CA-GIS simulation is derived from the last course of CA generation with a predefined judgment rule of evolvement steady state. It represents land use suitability potential for irrigated agriculture of the catchment, which can help the stake-holders make better landuse planning decisions. The tool is developed with high applicability and flexibility. Some adjustable parameters are open which allows users to rectify the modeling inputs so as to adapt to different scenarios. It increases the scope of application of the GIS simulation and makes it practical for decision-making. |
英文关键词 | Cellular automata GIS Suitability Simulation Irrigated agriculture Multi-criteria evaluation Analytical Hierarchy Procedure |
来源出版物 | 18TH WORLD IMACS CONGRESS AND MODSIM09 INTERNATIONAL CONGRESS ON MODELLING AND SIMULATION |
出版年 | 2009 |
页码 | 3584-3590 |
EISBN | 978-0-9758400-7-8 |
出版者 | MODELLING & SIMULATION SOC AUSTRALIA & NEW ZEALAND INC |
类型 | Proceedings Paper |
语种 | 英语 |
国家 | Peoples R China |
收录类别 | CPCI-S |
WOS记录号 | WOS:000290045003090 |
WOS关键词 | MULTICRITERIA EVALUATION ; MODEL |
WOS类目 | Computer Science, Interdisciplinary Applications ; Operations Research & Management Science ; Mathematics, Applied ; Mathematics, Interdisciplinary Applications |
WOS研究方向 | Computer Science ; Operations Research & Management Science ; Mathematics |
资源类型 | 会议论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/297465 |
作者单位 | E China Normal Univ, Key Lab Geog Informat Sci, Minist Educ, Shanghai 200062, Peoples R China |
推荐引用方式 GB/T 7714 | Yu, J.,Chen, Y.,Wu, J. P.. Cellular automata and GIS based landuse suitability simulation for irrigated agriculture[C]:MODELLING & SIMULATION SOC AUSTRALIA & NEW ZEALAND INC,2009:3584-3590. |
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