Rapid estimation of the composition of animal manure compost by near infrared reflectance spectroscopy

被引:31
作者
Huang, Guangqun [1 ,2 ]
Han, Lujia [1 ,2 ]
Liu, Man [1 ,2 ]
机构
[1] China Agr Univ, Coll Engn, Beijing 100083, Peoples R China
[2] Minist Educ, Key Lab Modern Precis Agr Syst Integrat, Beijing 100083, Peoples R China
关键词
near infrared (NIR) reflectance spectroscopy; partial least-square (PLS) regression; animal manure compost; dried; fresh;
D O I
10.1255/jnirs.745
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
Composting of animal manure is an effective method of managing organic waste in agriculture and reducing environmental and human health risks. Rapid determination of composition of animal manure compost could facilitate the composting process and improve the quality of compost products. This study aimed to explore the feasibility of analysing the composition of animal manure compost based on a dried and fresh weight basis using near infrared (NIR) reflectance spectroscopy. A total of 120 animal manure compost samples, collected from 22 provinces in China, were scanned (4000-10,000cm(-1)) and NIR calibrations were developed by partial least-square regression. Results showed that for dried and milled animal manure compost samples, the NIR method could accurately predict the contents of volatile solid (VS), total organic carbon (TOC) and total nitrogen (TN). The validation coefficient of determination (r(2)) and the ratio of the standard deviation of the reference data in the validation set to the standard error of prediction (RPD) were 0.85 (2.60), 0.85 (2.56) and 0.97 (6.95), respectively. For fresh animal manure compost samples, the NIR method could provide accurate predictions of moisture, electriconic conductivity, VS, TOC and TN content with r(2) and RPD of 0.98 (7.48), 0.90 (3.10), 0.94 (4.05) 0.91 (3.17), and 0.97 (6.11), respectively. Poorer calibrations were obtained for pH, carbon to nitrogen ratio and total phosphorus using either dry or fresh samples. Overall, the results indicated that NIR analysis could be very useful for the rapid quality evaluation of animal manure compost.
引用
收藏
页码:387 / 394
页数:8
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