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[1]YANG Xian-ye,FU Qiang,WANG Bao-hua,et al.Construction and Application of Fuzzy Neural Networks Model in Evaluation on the Soil Quality Changes of Sanjiang Plain[J].Research of Soil and Water Conservation,2008,15(03):54-57.

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Construction and Application of Fuzzy Neural Networks Model in Evaluation on the Soil Quality Changes of Sanjiang Plain

Research of Soil and Water Conservation[ISSN 1005-3409/CN 61-1272/P] Volume: 15 Number of periods: 2008 03 Page number: 54-57 Column: Public date: 2008-06-20

Title:: Construction and Application of Fuzzy Neural Networks Model in Evaluation on the Soil Quality Changes of Sanjiang Plain

Author(s):: YANG Xian-ye, FU Qiang, WANG Bao-hua, JIANG Qiu-xiang; College of Water Conservancy & Architecture, Northeast Agricultural University, Harbin 150030, China

Keywords:: soil quality; evalution; BP network; fuzzy mathematics

CLC:: S159

DOI:: -

Abstract:: Choosing evaluation targets of soil quality changing has fussiness,so fussy BP network model is created through the combination of BP network and fussy mathematics.Experimental area is in Yongfu town,Fujin city,in Sanjiang plain where the trend of soil quality changing is typical.Evaluation model is created through choosing the factor of soil quality changing and corresponding class value.The results show learning capability of the model is well,and the model manifests well robustness with parameter changing.The weight of evaluation target generates automatically through network itself studying,avoids the human interferences of weighting subjectively.So the evaluation result is objective and accurate.The model offered new idea for the research in this domain.

References:: [1] 赵小勇, 付强, 刑贞相.投影寻踪等级评价模型在土壤质量变化综合评价中的应用[J].土壤学报, 2007, 44(1):164-168.
[2] 刘梦云, 安韶山, 常庆瑞, 等.宁南山区不同土地利用方式土壤质量评价方法研究[J].水土保持研究, 2005, 12(3):41-43.
[3] 胡焱弟, 赵玉杰, 白志鹏, 等.土壤环境质量评价的径向基函数神经网络的模型设计与应用[J].农业环境科学学报, 2006, 25(增刊):5-12.
[4] 杨海东, 胡月明, 邓飞其.基于DNA编码的人工免疫模型在土壤质量评价中的应用[J].农业工程学报, 2005, 21(6):40-44.
[5] Hussaim L, Olson K R, Wander M M, et al.Adaptation of soil quality indices and appliciation to the tillage systems in southern llinoid[J].Soil and Tillage Research, 1999, 50:237-249.
[6] Kwansoo K, Bmdford L, Barham L. Coxhead Measurindg soil quality dynamic.A role for economists, 2001, 25:13-26.
[7] Berit M, Christel C, Lisa B. Agricultural land use in life cycle assessment (LCA):case studies of three vegetable oil crops[J].Journal of Cleaner Production, 2000, 8:283-292.
[8] 谢季坚, 刘承平.模糊数学方法应用[M].武汉:华中科技大学出版社, 2000.
[9] 邢美凤, 冯斌.基于模糊神经网络的核桃病虫害诊断专家系统的设计[J].雁北师范学院学报, 2005, 21(2):28-30.
[10] 何勇, 鲍一丹.基于神经网络的发动机故障多媒体诊断专家系统[J].内燃机学报, 2001, 19(3):245-248.
[11] 付强.数据处理方法及其农业应用[M].北京:科学出版社, 2006.
[12] 杨昆, 欧阳光耀.燃油系统模糊神经网络故障诊断专家系统研究[J].内燃机学报, 2006, 24(2):25-27.
[13] 刘树文, 王庆伟, 何东健, 等.基于模糊神经网络的葡萄病害诊断系统研究[J].农业工程学报, 2006, 22(9):144-147.
[14] 卢铁光, 杨广林, 王立坤.基于相对土壤质量指数法的土壤质量变化评价与分析[J].东北农业大学学报, 2003, 34(1):56-59.

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