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Land suitability modeling for newly reclaimed area using GIS-based multi-criteria decision analysis

机译:基于GIS的多准则决策分析对新垦区土地适宜性建模

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摘要

Selecting the appropriate land use is one of the most important steps toward achieving sustainable development. The main objective of this research is to develop a new method to overcome the contradiction occurring when using the conventional methods to evaluate land suitability for newly reclaimed areas. A spatial model was developed to assess land suitability for wheat in El-Minia Governorate, Egypt, using integration of modeling and geographic information systems-based multi-criteria decision analysis (GIS-MCDA). Land suitability for wheat was performed using two approaches, namely the proposed model (GIS-MCDA) and the parametric method (square root). According to the square root, 75.0% of the study area was classified as not suitable, while the proposed model revealed that 20.5% of the study area was classified as highly suitable and 61.5% as moderately suitable. In order to examine the validity of the proposed model, a comparison was made between the obtained results of both the proposed model and the square root method with the actual yield of the wheat. The correlation coefficient (r) between actual yield and the estimated yield of the square root method was 0.46, while the proposed model gives higher value (r = 0.95), which proves the validity of the proposed model in estimating land suitability for wheat cultivation. The findings of this research revealed that the integration of modeling and GIS-MCDA adopted by the proposed model provides an effective and flexible technique contributing to improve land suitability assessment for wheat in newly reclaimed areas to be more accurate and reliable.
机译:选择合适的土地用途是实现可持续发展的最重要步骤之一。本研究的主要目的是开发一种新方法,以克服使用常规方法评估新开垦区土地适宜性时出现的矛盾。通过使用建模和基于地理信息系统的多标准决策分析(GIS-MCDA)的集成,开发了空间模型来评估埃及埃尔米尼亚省的小麦土地适宜性。小麦的土地适宜性通过两种方法进行,即拟议模型(GIS-MCDA)和参数方法(平方根)。根据平方根,将75.0%的研究区域归为不适合,而所提出的模型则显示20.5%的研究区域被归为高度适合,而61.5%为中等适合。为了检验所提模型的有效性,将所提模型和平方根方法的结果与小麦的实际产量进行了比较。平方根法实际产量与估计产量之间的相关系数(r)为0.46,而所提出的模型具有较高的值(r = 0.95),这证明了所提出的模型在估算土地适合小麦种植方面的有效性。这项研究的结果表明,所提出的模型所采用的建模与GIS-MCDA的集成提供了一种有效而灵活的技术,有助于提高新垦区小麦的土地适宜性评估,使其更加准确和可靠。

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