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

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...

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Detalles Bibliográficos
Autores principales: Wang, Chang, Huang, Chichao, Qian, Jian, Xiao, Jian, Li, Huan, Wen, Yongli, He, Xinhua, Ran, Wei, Shen, Qirong, Yu, Guanghui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3934863/
https://www.ncbi.nlm.nih.gov/pubmed/24586313
http://dx.doi.org/10.1371/journal.pone.0088279
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author Wang, Chang
Huang, Chichao
Qian, Jian
Xiao, Jian
Li, Huan
Wen, Yongli
He, Xinhua
Ran, Wei
Shen, Qirong
Yu, Guanghui
author_facet Wang, Chang
Huang, Chichao
Qian, Jian
Xiao, Jian
Li, Huan
Wen, Yongli
He, Xinhua
Ran, Wei
Shen, Qirong
Yu, Guanghui
author_sort Wang, Chang
collection PubMed
description 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.
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spelling pubmed-39348632014-03-04 Rapid and Accurate Evaluation of the Quality of Commercial Organic Fertilizers Using Near Infrared Spectroscopy Wang, Chang Huang, Chichao Qian, Jian Xiao, Jian Li, Huan Wen, Yongli He, Xinhua Ran, Wei Shen, Qirong Yu, Guanghui PLoS One Research Article 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. Public Library of Science 2014-02-25 /pmc/articles/PMC3934863/ /pubmed/24586313 http://dx.doi.org/10.1371/journal.pone.0088279 Text en © 2014 Wang et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Wang, Chang
Huang, Chichao
Qian, Jian
Xiao, Jian
Li, Huan
Wen, Yongli
He, Xinhua
Ran, Wei
Shen, Qirong
Yu, Guanghui
Rapid and Accurate Evaluation of the Quality of Commercial Organic Fertilizers Using Near Infrared Spectroscopy
title Rapid and Accurate Evaluation of the Quality of Commercial Organic Fertilizers Using Near Infrared Spectroscopy
title_full Rapid and Accurate Evaluation of the Quality of Commercial Organic Fertilizers Using Near Infrared Spectroscopy
title_fullStr Rapid and Accurate Evaluation of the Quality of Commercial Organic Fertilizers Using Near Infrared Spectroscopy
title_full_unstemmed Rapid and Accurate Evaluation of the Quality of Commercial Organic Fertilizers Using Near Infrared Spectroscopy
title_short Rapid and Accurate Evaluation of the Quality of Commercial Organic Fertilizers Using Near Infrared Spectroscopy
title_sort rapid and accurate evaluation of the quality of commercial organic fertilizers using near infrared spectroscopy
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3934863/
https://www.ncbi.nlm.nih.gov/pubmed/24586313
http://dx.doi.org/10.1371/journal.pone.0088279
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