• Spectroscopy and Spectral Analysis
  • Vol. 29, Issue 10, 2633 (2009)
ZHENG Li-hua*, LI Min-za, and SUN Hong
Author Affiliations
  • [in Chinese]
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    DOI: Cite this Article
    ZHENG Li-hua, LI Min-za, SUN Hong. Development of an Analyzing System for Soil Parameters Based on NIR Spectroscopy[J]. Spectroscopy and Spectral Analysis, 2009, 29(10): 2633 Copy Citation Text show less

    Abstract

    A rapid estimation system for soil parameters based on spectral analysis was developed by using object-oriented (OO) technology. A class of SOIL was designed. The instance of the SOIL class is the object of the soil samples with the particular type, specific physical properties and spectral characteristics. Through extracting the effective information from the modeling spectral data of soil object, a map model was established between the soil parameters and its spectral data, while it was possible to save the mapping model parameters in the database of the model. When forecasting the content of any soil parameter, the corresponding prediction model of this parameter can be selected with the same soil type and the similar soil physical properties of objects. And after the object of target soil samples was carried into the prediction model and processed by the system, the aceurate forecasting content of the target soil samples could be obtained. The system includes modules such as file operations, spectra pretreatment, sample analysis, calibrating and validating, and samples content forecasting. The system was designed to run ou tof equipment. The parameters and spectral data files ( *. xls) of the known soil samples can be input into the system. Due to various data pretreatment being selected according to the concrete conditions, the results of predicting content will appear in the terminal and the forecasting model can be stored in the model database. The system reads the predicting models and their param- eters are saved in the model database from the module interface, and then the data of the tested samples are transferred into the selected model. Finally the content of soil parameters can be predicted by the developed system. The system was programmed with Visual C+ +6.0 and Matlab 7.0. And the Access XP was used to create and manage the model database.
    ZHENG Li-hua, LI Min-za, SUN Hong. Development of an Analyzing System for Soil Parameters Based on NIR Spectroscopy[J]. Spectroscopy and Spectral Analysis, 2009, 29(10): 2633
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