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不同采样尺度下土壤图和Kriging法的空间估值精度比较——以砂姜黑土典型地区的研究为例
  • ISSN号:0564-3945
  • 期刊名称:土壤通报
  • 时间:0
  • 页码:872-878
  • 分类:S159.2[农业科学—土壤学;农业科学—农业基础科学]
  • 作者机构:[1]郑州大学水利与环境学院,自然资源与生态环境研究所,河南郑州450001
  • 相关基金:国家自然科学青年基金项目(40801080)和国家自然科学基金项目(40971128)资助
  • 相关项目:基于分类距离—环境协变量回归模型的土壤数字化制图研究
中文摘要:

在河南省驻马店市西平县砂姜黑土(砂姜潮湿雏形土)区,采用0.5 km×0.5 km网格法采集248个土壤耕作层样本,其中124个作为估值数据集,124个作为验证数据集,设计了3种不同采样尺度的估值数据集抽样方案,对比了土壤图法和Kriging法对土壤有机质、全氮、全磷、缓效钾和速效钾的估值效果。结果表明土壤图法对土种内变异系数较小,但土种之间差异较大的全磷、全氮和有机质的估值精度仅稍低于Kriging方法,在空间变异格局表达方面的功能也大致相同。对土种内变异系数较大,但空间变异结构性明显的速效钾,Kriging估值效果显著优于土壤图法。降低采样密度使Kriging估值平滑效应增加,估值精度降低,且集中出现在那些内部变异系数较大的土种内。该结论揭示在土壤调查的初级阶段采集少量的样点对土种内的土壤变量的变异程度做出估计对进一步的采样方案设计和土壤估值方法选择有指导意义。

英文摘要:

In Shajiang black soil(Sha-Aquic Cambosols) area of Xiping county,Zhumadian district of Henan Province,248 topsoil samples were collected according to 0.5 km ×0.5 km grid.Samples were evenly divided into two subgroups,one prediction group to build predict models and the other verification group to verify the predicted values.Three scenarios with different amount of samples abstracted from prediction group were used to conducting the prediction respectively by soil map and Kriging method for soil organic mater,total nitrogen,total phosphorus,slowly available potassium and available potassium.The results indicated that the prediction exactness of soil map was comparable to that of Kriging method for total phosphorus,total nitrogen,soil organic mater,those all were low variable within same soil species while were remark different among soil species.Kriging method was remarkably superior to soil map method for the prediction of soil property which showed a structural variation in space though high coefficient of variable within soil species.Smoothing effect of Kriging preiction was increased because of the decline in the density of samples,which induced the decrease of prediction precision.However those sample sites where prediction precision decreased often focused on the soil species with high coefficient of variation.It was concluded that it was useful to gauge the coefficient of variation of soil properties within same soil species in advance for further planning detailed soil investigation and selecting prediction method.

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期刊信息
  • 《土壤通报》
  • 中国科技核心期刊
  • 主管单位:中国科学技术协会
  • 主办单位:中国土壤学会
  • 主编:张玉龙
  • 地址:沈阳市东陵路120号
  • 邮编:110866
  • 邮箱:trtb@periodicals.net.cn
  • 电话:
  • 国际标准刊号:ISSN:0564-3945
  • 国内统一刊号:ISSN:21-1172/S
  • 邮发代号:8-15
  • 获奖情况:
  • 辽宁省优胜期刊,中国土壤学会土壤通报编委会先进集体
  • 国内外数据库收录:
  • 美国化学文摘(网络版),日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:32491