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REAL-TIME ANALYSIS OF SOIL TOTAL PHOSPHORUS AND SOIL TOTAL POTASSIUM WITH NIR SPECTRA

机译:NIR光谱法实时分析土壤中总磷和总钾

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摘要

The grey-brown alluvial soil is a typical soil in the Northern China. It was selected as research object to reveal feasibility and possibility of real-time analyzing soil parameter with NIR spectroscopic techniques. 150 samples were collected from a winter wheat farm. And then the NIR absorbance spectra were rapidly measured under the original conditions by a Nicolet Antaris FT-NIR analyzer. Two soil parameters, soil total phosphorus and soil total potassium, were analyzed. For soil total phosphorus content, a partial least square regression model was available, using 2258nm, 2040nm, 1810nm, 1490nm, 1332nm and 996nm wavelengths with correlation coefficient of 0.818, soil total potassium content was estimated with a single linear regression model, using 1886nm wavelength with correlation coefficient of 0.797. The results showed that soil total phosphorus and total potassium content could be evaluated by using NIR absorbance spectra of soil samples.
机译:灰褐色的冲积土是中国北方的典型土壤。它被选作研究对象,以揭示利用NIR光谱技术实时分析土壤参数的可行性和可能性。从冬小麦农场收集了150个样品。然后,通过Nicolet Antaris FT-NIR分析仪在原始条件下快速测量NIR吸收光谱。分析了两个土壤参数,土壤总磷和土壤总钾。对于土壤总磷含量,可以使用偏最小二乘回归模型,使用2258nm,2040nm,1810nm,1490nm,1332nm和996nm波长,相关系数为0.818,使用单线性回归模型,使用1886nm波长估算土壤总钾含量。相关系数为0.797。结果表明,利用土壤样品的近红外吸收光谱可以评价土壤中的总磷和总钾含量。

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