基于ArcGIS Engine的土壤氮肥空间分布成图系统
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国家重点研发计划项目(2017YFD0201500-2017YFD0201501)和中国农业大学基本科研业务经费资金项目(2019TC049)


Soil Nitrogen Spatial Distribution Mapping System Based on ArcGIS Engine
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    摘要:

    为直观反映土壤中氮肥的分布情况,并为变量施肥决策提供技术支持,开发了氮肥空间分布成图系统。系统基于.NET平台,使用C#语言编写,利用ArcGIS Engine实现数据文件类型转换、插值分析、栅格图层渲染等GIS功能。利用近红外光谱技术获得土壤光谱数据,通过Python构建BP神经网络回归模型,实现氮素含量预测。利用C#命令行的方式实现C#对Python模型的调用。配合车载式土壤参数传感器采集的数据对系统进行了测试,结果表明:该系统能够根据光谱数据估算出采集点对应的氮素含量,并结合采集点的地理坐标,分别使用反距离加权插值算法和趋势面插值算法生成氮肥空间分布图,为制定相应的变量施肥决策提供理论依据。

    Abstract:

    Nitrogen in the soil is a key element in crop growth. The development of nitrogen spatial distribution mapping system not only reflects the distribution of nitrogen in the soil intuitively, but also provides technical support for variable fertilization decisions. Based on the .NET platform, written in C#, the GIS functions such as data file type conversion,interpolation analysis and raster layer rendering were realized by ArcGIS Engine, and based on soil spectral data obtained by nearinfrared spectroscopy, the system made by Python can predict the N values through a BP neural network regression model. The integration of ArcGIS Engine and Python was achieved by adopting C# command line. The system was tested with the fiftyfour soil samples which were collected by the vehiclemounted soil parameter sensor. The results showed that the system can estimate the nitrogen content corresponding to the soil sample based on the spectral data. Both inverse distance weighted and trend surface interpolation can generate the nitrogen spatial distribution map combined with the geographical coordinates of the collection points. The IDW interpolation correlation coefficient reached 0753 which satisfied the precision requirements. And through the IDW spatial distribution map, the place where nitrogen was concentrated can be identified obviously. Through the TS spatial distribution map, the whole trend of nitrogen distribution can be mastered. In summary, the spatial distribution maps made by system can provide a theoretical basis for the formulation of corresponding variable fertilization decisions.

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兰红,杨玮,李民赞,周鹏.基于ArcGIS Engine的土壤氮肥空间分布成图系统[J].农业机械学报,2019,50(Supp):221-227.

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  • 收稿日期:2019-04-20
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  • 在线发布日期: 2019-07-10
  • 出版日期: 2019-07-10