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Rapid and Accurate Evaluation of the Quality of Commercial Organic Fertilizers Using Near Infrared Spectroscopy

机译:使用近红外光谱法快速准确地评估商品化有机肥的质量

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摘要

The composting industry has been growing rapidly in China because of a boom in the animal industry. Therefore, a rapid and accurate assessment of the quality of commercial organic fertilizers is of the utmost importance. In this study, a novel technique that combines near infrared (NIR) spectroscopy with partial least squares (PLS) analysis is developed for rapidly and accurately assessing commercial organic fertilizers quality. A total of 104 commercial organic fertilizers were collected from full-scale compost factories in Jiangsu Province, east China. In general, the NIR-PLS technique showed accurate predictions of the total organic matter, water soluble organic nitrogen, pH, and germination index; less accurate results of the moisture, total nitrogen, and electrical conductivity; and the least accurate results for water soluble organic carbon. Our results suggested the combined NIR-PLS technique could be applied as a valuable tool to rapidly and accurately assess the quality of commercial organic fertilizers.
机译:由于动物产业的蓬勃发展,中国的堆肥产业发展迅速。因此,快速而准确地评估商品有机肥料的质量至关重要。在这项研究中,开发了一种将近红外(NIR)光谱与偏最小二乘(PLS)分析相结合的新技术,可以快速,准确地评估商业有机肥料的质量。从华东江苏省的大型堆肥厂收集了104种商业有机肥料。总的来说,NIR-PLS技术可准确预测总有机物,水溶性有机氮,pH和发芽指数。水分,总氮和电导率的准确度较低;水溶性有机碳的准确度最低。我们的结果表明,结合使用的NIR-PLS技术可作为快速,准确地评估商品化有机肥质量的有价值的工具。

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