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基于地图直接比较的不同插值方法制图效果及影响因素分析——以新乡县为例
  • ISSN号:1004-3268
  • 期刊名称:《河南农业科学》
  • 时间:0
  • 分类:S159.9[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,河南郑州450001, [2]河南省土壤肥料站,河南郑州450002, [3]中牟黄河河务局,河南中牟451450
  • 相关基金:国家自然科学基金项目(40801080)
中文摘要:

利用新乡县2008年测土配方施肥项目2694个土壤农化样点数据,选取有效磷和缓效钾为研究对象,基于地图直接比较,对比研究了常见插值方法(IDW、Kriging、PRP)的土壤养分制图效果及影响因素,以期为土壤调查和制图实践提供参考。结果表明:不同插值方法制图效果受土壤养分属性空间变异性及样点个数影响。对于土壤空间变异结构性较强的缓效钾,当样点数为300个时,IDW、Kriging法制图结果均已达到较高可信度。对于空间变异随机性较强的有效磷,当样点数介于700~900个时,IDW法制图结果比较可信;当样点数为l100个时,制图结果达到较高可信度。3种方法中,PRP法制图效果均不理想,且尤其不适用于空间随机性变异的土壤养分。总之,3种插值方法的制图优劣为Kriging〉IDW〉PRP。

英文摘要:

Kriging method,inverse distance weight (IDW) method and polygon value represented by point value (PRP) method were used to map for available phosphorus and slow-release potassium based on map direct comparison with sample data from 2 694 soil samples collected from Xinxiang county of Henan province in 2008,and the influence factors and spatial prediction accuracy of interpolation methods were analyzed. The results showed that the spatial prediction accuracy was influenced by spatial variability of soil properties and the number of samples. For slow-release potassium which spatial variability was caused by structural factors, Kriging and IDW methods had high spatial prediction accuracy when the sample number was 300 or higher. For available phosphorus which spatial variability was caused by random factors, the mapping interpolated by IDW method was relatively reliable when the sample number was 700-900, andmore reliable when the sample number was 1 100 or higher. Compared to IDW and Kriging methods,PRP method was not satisfied for the available phosphorus and slow-release potassium, especially for available phosphorus which spatial variability was caused by random factors. In a word,the spatial prediction accuracy order was Kri~in~IDW~PRP.

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期刊信息
  • 《河南农业科学》
  • 北大核心期刊(2011版)
  • 主管单位:河南省农业科学院
  • 主办单位:河南省农业科学院
  • 主编:张新友
  • 地址:郑州市花园路116号
  • 邮编:450002
  • 邮箱:hnnykx@163.com
  • 电话:0371-65739041
  • 国际标准刊号:ISSN:1004-3268
  • 国内统一刊号:ISSN:41-1092/S
  • 邮发代号:36-32
  • 获奖情况:
  • 全国中文核心期刊,全国农业优秀期刊,连续四届被评为河南省优秀期刊...,全国期刊方阵双效期刊
  • 国内外数据库收录:
  • 英国农业与生物科学研究中心文摘,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:27029