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人工神经网络在冻土水盐空间变异与条件模拟中的应用比较 被引量:12
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作者 屈忠义 陈亚新 杨靖宇 《农业工程学报》 EI CAS CSCD 北大核心 2007年第7期48-53,共6页
该文利用人工神经网络的BP模型建立了具有类似普通Kriging(OK)法和条件模拟(CS)运算目标的人工神经Kriging(NK)方法,在黄河河套平原进行了耕地和盐荒地初冻期、最大冻深期和融通期土壤水盐时空变异性的模拟和估值,通过NK法与OK法、CS法... 该文利用人工神经网络的BP模型建立了具有类似普通Kriging(OK)法和条件模拟(CS)运算目标的人工神经Kriging(NK)方法,在黄河河套平原进行了耕地和盐荒地初冻期、最大冻深期和融通期土壤水盐时空变异性的模拟和估值,通过NK法与OK法、CS法模拟、估值、检验结果及3种方法的理论变异函数、统计参数与实验变异函数的对比,结果表明NK法在消除滑动平均影响方面优于OK法,并以类似于CS法的空间变异性进行模拟,而且NK法有自身独特的优点,它不需要协方差函数的估计和变异函数的推求,对于含有一定特异值和一维到三维空间的扩展有更强的适应性,是对空间变异性应用研究方法的一种补充,同时拓宽了ANN的应用领域,具学科融合的优势。 展开更多
关键词 冻土水盐 空间变异性 人工神经网络 条件模拟
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Research on soil salt transfer under freeze-thawing condition 被引量:1
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作者 LIU Lei LI Xin WEN Hao 《Global Geology》 2011年第2期106-109,共4页
Soil salt transformation plays an important role in the freeze-thawing process,which is also one of basic problems of cryopedology. The very special law is made up of the two time salt-moisture transfer under freeze-t... Soil salt transformation plays an important role in the freeze-thawing process,which is also one of basic problems of cryopedology. The very special law is made up of the two time salt-moisture transfer under freeze-thawing condition. Based on the latest research at home and abroad,through the investigation of soil moisture-salt change in the freeze-thawing process,the conclusion is made that the soil water potential gradient is the main driving force of soil salt movement and the factors are of quantities. The research shows that,when freezing,temperature drops,salt and moisture move towards frozen layer. All make the salinity content of the frozen layer increase significantly. In the thawing process,salinity and moisture in the soil move up again with evaporation and makes the salt second migration. 展开更多
关键词 frozen soil salinity change two-time migration soil water potential gradient
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