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高光谱技术在土壤成分检测中的应用研究进展

Application research progress of hyperspectral technology in soil composition detection

  • 摘要: 土壤成分含量的传统化学分析方法难以全面捕捉土壤的综合信息,高光谱技术因其快速、无污染、探测范围广等特点,常作为土壤元素含量大面积精确反演的有效途径。综述高光谱的技术原理及系统装置,讨论高光谱数据的校正方法、多种光谱预处理方法、特征波长提取方法和模型构建方法。总结高光谱技术在土壤成分(水分、有机质、氮磷钾和土壤盐分)检测中的应用最新研究进展。讨论高光谱技术在土壤成分检测中应用存在的问题及未来发展趋势,为土壤检测技术的创新提供参考。

     

    Abstract: Traditional chemical analysis methods of soil composition content make it difficult to fully capture comprehensive information about soil.Hyperspectral technology is often used as an effective way to accurately invert soil elemental content in large areas because of its rapid, non-polluting, and wide detection range.Technical principles and system devices of hyperspectral were summarized, and correction methods of hyperspectral data, multiple spectral pre-processing methods, characteristic wavelength extraction methods, and model construction methods were discussed.The latest research progress of hyperspectral technology in detection of soil composition(moisture, organic matter, nitrogen, phosphorus, potassium, and soil salinity)was summarized.Problems and future development trends of hyperspectral technology in soil composition detection were discussed, to provide a reference for innovation of soil detection technology.

     

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