Applicability of Fuzzy and Fuzzy Analytic Hierarchy Process (Fuzzy AHP) Methods to Determine the Optimum Soil Depth in Land Suitability Evaluation for Irrigated Rice

Q3 Earth and Planetary Sciences Polish Journal of Soil Science Pub Date : 2021-06-29 DOI:10.17951/pjss.2021.54.1.103-122
N. Mahabadi, Shahram Mahmoud Soltani
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引用次数: 3

Abstract

The conventional Boolean logic models of land suitability assessment disregard the continuity concepts of the soil and landscape which might cause inaccurate evaluation and classification. To overcome this uncertainty and consequent constraints, the fuzzy set theories were introduced. Therefore, the current study was undertaken to estimate the optimum soil depth that is used in land suitability evaluation for irrigated rice through the fuzzy sets theory and analytic hierarchy process (fuzzy AHP) in Guilan Province, Iran. The square root and quantitative land suitability evaluation methods were employed to calculate traditional land suitability indices (for depths, 0-25, 0-50, 0-75, and 0-100 cm). Also, fuzzy and fuzzy AHP methods were used to explore new land indices. The Sarma similarity indices were used to compare the results of traditional and fuzzy methods for different soil depths. The results showed that the compatibility percentage between the representative pedons (0-100 cm) and the findings of this research (0-50 and 0-75 cm) were remarkable. Furthermore, the highest compatibility percentage of land suitability class was related to the comparison of these two former depths and 0 to 100 cm depths in each of the two used fuzzy methods. Besides, except for 0-25 cm depths, actual yield revealed a significant and positive correlation with the rest three soil pedon depths. These findings show that considering 0 to 50 cm soil depth might be a relevant alternative as the optimal depth to evaluate land suitability for rice in paddy fields in the Guilan rice-growing area. 
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模糊层次分析法在灌溉水稻土地适宜性评价中的适用性
传统的土地适宜性评价布尔逻辑模型忽略了土壤与景观的连续性概念,导致评价和分类不准确。为了克服这种不确定性和随之而来的约束,引入了模糊集理论。因此,本研究采用模糊集理论和模糊层次分析法(fuzzy AHP)在伊朗桂兰省进行灌溉水稻土地适宜性评价中最佳土壤深度的估算。采用平方根法和定量土地适宜性评价法计算传统土地适宜性指数(深度0-25、0-50、0-75和0-100 cm)。利用模糊和模糊层次分析法探索新的土地指标。利用Sarma相似指数对不同土层深度下传统方法和模糊方法的结果进行比较。结果表明:0 ~ 100 cm范围内的代表性植物与本研究范围内0 ~ 50 cm和0 ~ 75 cm范围内的亲和性显著;此外,土地适宜性等级的最高相容性百分比与前两种深度和0 ~ 100 cm深度的比较有关。除0 ~ 25 cm土层深度外,实际产量与其余3个土层深度均呈显著正相关。这些结果表明,考虑0 ~ 50 cm土壤深度可能是桂兰水稻区稻田土地适宜性评价的最佳选择深度。
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来源期刊
Polish Journal of Soil Science
Polish Journal of Soil Science Earth and Planetary Sciences-Earth-Surface Processes
CiteScore
1.00
自引率
0.00%
发文量
5
期刊介绍: The Journal focuses mainly on all issues of soil sciences, agricultural chemistry, soil technology and protection and soil environmental functions. Papers concerning various aspects of functioning of the environment (including geochemistry, geomophology, geoecology etc.) as well as new techniques of surveing, especially remote sensing, are also published.
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