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牧场土壤含水率与坚实度空间变异与相关性分析
  • 期刊名称:农业机械学报
  • 时间:0
  • 页码:103-107
  • 语言:中文
  • 分类:S155.47[农业科学—土壤学;农业科学—农业基础科学] S151.92[农业科学—土壤学;农业科学—农业基础科学]
  • 作者机构:[1]中国农业大学信息与电气工程学院,北京100083, [2]北京林业大学工学院,北京100083, [3]波恩大学农业工程系,德国波恩53115, [4]波恩大学作物科学与资源保护研究所,德国波恩53115
  • 相关基金:国家自然科学基金资助项目(30800665);国家“863”高技术研究发展计划资助项目(2006AA10Z205);中德“精细农业中的先进传感科学与技术”合作小组专项资助(GZ494)
  • 相关项目:速度与深度对土壤圆锥指数测量的影响及其作用机理研究
中文摘要:

利用土壤水分/圆锥指数复合测量装置,应用精细农作技术体系网格定点测量与GPS定位,在一块面积约1.27 hm2的草地上获取了土壤含水率与坚实度空间分布基础数据,并针对采样过程中出现的数据缺失,用偏最小二乘法对数据进行修补。然后运用克里格插值法进行数字化成图,并在此基础上分别对含水率与坚实度的空间变异性及两者的相关性做了分析。

英文摘要:

As an extension in precision agriculture,it utilizes various high techniques to manage soil and water resources in pasture environment.However,the pastureland,which is different from arable field,does not allow the on-the-go survey with multi-sensor system because of the physical destruction in the field.This study used an innovated dual-sensor penetrometer together with a GPS receiver to collect the information of soil water content and hardness in a pastureland(1.27 hm2).To present the distribution of both parameters in field-scale,firstly,partial least squares(PLS) was employed to mend the set of raw data due to over-hard,and then Kriging interpolating method was used for digital mapping.Moreover,the spatial variability of each parameter associated with the correlation between water content and hardness was preliminary investigated.

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