Dataset of chemical and near-infrared spectroscopy measurements of fresh and dried poultry and cattle manure
Combined with multivariate calibration methods, near-infrared (NIR) spectroscopy is a non-destructive, rapid, precise and inexpensive analytical method to predict chemical contents of organic products. Nevertheless, one practical limitation of this approach is that performance of the calibration model may decrease when the data are acquired with different spectrometers. To overcome this limitation, standardization methods exist, such as the piecewise direct standardization (PDS) algorithm. The dataset presented in this article consists of 332 manure samples from poultry and cattle, sampled from farms located in major regions of livestock production in mainland France and Reunion Island. The samples were analysed for seven chemical properties following conventional laboratory methods. NIR spectra were acquired with three spectrometers from fresh homogenized and dried ground samples and then standardized using the PDS algorithm. This important dataset can be used to train and test chemometric models and is of particular interest to NIR spectroscopists and agronomists who assess the agronomic value of animal waste.
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dig-cirad-fr-5972782024-01-29T03:13:39Z http://agritrop.cirad.fr/597278/ http://agritrop.cirad.fr/597278/ Dataset of chemical and near-infrared spectroscopy measurements of fresh and dried poultry and cattle manure. Goge Fabien, Thuriès Laurent, Fouad Youssef, Damay Nathalie, Davrieux Fabrice, Moussard Géraud Daniel, Le Roux Caroline, Trupin-Maudemain Séverine, Valé Matthieu, Morvan Thierry. 2021. Data in Brief:106647, 7 p.https://doi.org/10.1016/j.dib.2020.106647 <https://doi.org/10.1016/j.dib.2020.106647> Dataset of chemical and near-infrared spectroscopy measurements of fresh and dried poultry and cattle manure Goge, Fabien Thuriès, Laurent Fouad, Youssef Damay, Nathalie Davrieux, Fabrice Moussard, Géraud Daniel Le Roux, Caroline Trupin-Maudemain, Séverine Valé, Matthieu Morvan, Thierry eng 2021 Data in Brief Q70 - Traitement des déchets agricoles U30 - Méthodes de recherche spectroscopie infrarouge fumier bovin volaille déchet agricole litière pour animaux mesure (activité) composition chimique propriété physicochimique déchet organique http://aims.fao.org/aos/agrovoc/c_28568 http://aims.fao.org/aos/agrovoc/c_2810 http://aims.fao.org/aos/agrovoc/c_1391 http://aims.fao.org/aos/agrovoc/c_6145 http://aims.fao.org/aos/agrovoc/c_8683 http://aims.fao.org/aos/agrovoc/c_434 http://aims.fao.org/aos/agrovoc/c_4668 http://aims.fao.org/aos/agrovoc/c_1794 http://aims.fao.org/aos/agrovoc/c_1521 http://aims.fao.org/aos/agrovoc/c_35237 France La Réunion http://aims.fao.org/aos/agrovoc/c_3081 http://aims.fao.org/aos/agrovoc/c_6543 Combined with multivariate calibration methods, near-infrared (NIR) spectroscopy is a non-destructive, rapid, precise and inexpensive analytical method to predict chemical contents of organic products. Nevertheless, one practical limitation of this approach is that performance of the calibration model may decrease when the data are acquired with different spectrometers. To overcome this limitation, standardization methods exist, such as the piecewise direct standardization (PDS) algorithm. The dataset presented in this article consists of 332 manure samples from poultry and cattle, sampled from farms located in major regions of livestock production in mainland France and Reunion Island. The samples were analysed for seven chemical properties following conventional laboratory methods. NIR spectra were acquired with three spectrometers from fresh homogenized and dried ground samples and then standardized using the PDS algorithm. This important dataset can be used to train and test chemometric models and is of particular interest to NIR spectroscopists and agronomists who assess the agronomic value of animal waste. article info:eu-repo/semantics/article Journal Article info:eu-repo/semantics/publishedVersion http://agritrop.cirad.fr/597278/1/2021%20GOGE%20et%20al%20Dataset%20of%20chemical%20and%20near-infrared%20spectroscopy%20measurements%20of%20fresh%20and%20dried%20poultry%20and%20cattle%20manure.pdf text cc_by_nc_nd info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by-nc-nd/4.0/ https://doi.org/10.1016/j.dib.2020.106647 10.1016/j.dib.2020.106647 info:eu-repo/semantics/altIdentifier/doi/10.1016/j.dib.2020.106647 info:eu-repo/semantics/altIdentifier/purl/https://doi.org/10.1016/j.dib.2020.106647 info:eu-repo/semantics/dataset/purl/https://doi.org/10.15454/JIGO8R |
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Francia |
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Q70 - Traitement des déchets agricoles U30 - Méthodes de recherche spectroscopie infrarouge fumier bovin volaille déchet agricole litière pour animaux mesure (activité) composition chimique propriété physicochimique déchet organique http://aims.fao.org/aos/agrovoc/c_28568 http://aims.fao.org/aos/agrovoc/c_2810 http://aims.fao.org/aos/agrovoc/c_1391 http://aims.fao.org/aos/agrovoc/c_6145 http://aims.fao.org/aos/agrovoc/c_8683 http://aims.fao.org/aos/agrovoc/c_434 http://aims.fao.org/aos/agrovoc/c_4668 http://aims.fao.org/aos/agrovoc/c_1794 http://aims.fao.org/aos/agrovoc/c_1521 http://aims.fao.org/aos/agrovoc/c_35237 http://aims.fao.org/aos/agrovoc/c_3081 http://aims.fao.org/aos/agrovoc/c_6543 Q70 - Traitement des déchets agricoles U30 - Méthodes de recherche spectroscopie infrarouge fumier bovin volaille déchet agricole litière pour animaux mesure (activité) composition chimique propriété physicochimique déchet organique http://aims.fao.org/aos/agrovoc/c_28568 http://aims.fao.org/aos/agrovoc/c_2810 http://aims.fao.org/aos/agrovoc/c_1391 http://aims.fao.org/aos/agrovoc/c_6145 http://aims.fao.org/aos/agrovoc/c_8683 http://aims.fao.org/aos/agrovoc/c_434 http://aims.fao.org/aos/agrovoc/c_4668 http://aims.fao.org/aos/agrovoc/c_1794 http://aims.fao.org/aos/agrovoc/c_1521 http://aims.fao.org/aos/agrovoc/c_35237 http://aims.fao.org/aos/agrovoc/c_3081 http://aims.fao.org/aos/agrovoc/c_6543 |
spellingShingle |
Q70 - Traitement des déchets agricoles U30 - Méthodes de recherche spectroscopie infrarouge fumier bovin volaille déchet agricole litière pour animaux mesure (activité) composition chimique propriété physicochimique déchet organique http://aims.fao.org/aos/agrovoc/c_28568 http://aims.fao.org/aos/agrovoc/c_2810 http://aims.fao.org/aos/agrovoc/c_1391 http://aims.fao.org/aos/agrovoc/c_6145 http://aims.fao.org/aos/agrovoc/c_8683 http://aims.fao.org/aos/agrovoc/c_434 http://aims.fao.org/aos/agrovoc/c_4668 http://aims.fao.org/aos/agrovoc/c_1794 http://aims.fao.org/aos/agrovoc/c_1521 http://aims.fao.org/aos/agrovoc/c_35237 http://aims.fao.org/aos/agrovoc/c_3081 http://aims.fao.org/aos/agrovoc/c_6543 Q70 - Traitement des déchets agricoles U30 - Méthodes de recherche spectroscopie infrarouge fumier bovin volaille déchet agricole litière pour animaux mesure (activité) composition chimique propriété physicochimique déchet organique http://aims.fao.org/aos/agrovoc/c_28568 http://aims.fao.org/aos/agrovoc/c_2810 http://aims.fao.org/aos/agrovoc/c_1391 http://aims.fao.org/aos/agrovoc/c_6145 http://aims.fao.org/aos/agrovoc/c_8683 http://aims.fao.org/aos/agrovoc/c_434 http://aims.fao.org/aos/agrovoc/c_4668 http://aims.fao.org/aos/agrovoc/c_1794 http://aims.fao.org/aos/agrovoc/c_1521 http://aims.fao.org/aos/agrovoc/c_35237 http://aims.fao.org/aos/agrovoc/c_3081 http://aims.fao.org/aos/agrovoc/c_6543 Goge, Fabien Thuriès, Laurent Fouad, Youssef Damay, Nathalie Davrieux, Fabrice Moussard, Géraud Daniel Le Roux, Caroline Trupin-Maudemain, Séverine Valé, Matthieu Morvan, Thierry Dataset of chemical and near-infrared spectroscopy measurements of fresh and dried poultry and cattle manure |
description |
Combined with multivariate calibration methods, near-infrared (NIR) spectroscopy is a non-destructive, rapid, precise and inexpensive analytical method to predict chemical contents of organic products. Nevertheless, one practical limitation of this approach is that performance of the calibration model may decrease when the data are acquired with different spectrometers. To overcome this limitation, standardization methods exist, such as the piecewise direct standardization (PDS) algorithm. The dataset presented in this article consists of 332 manure samples from poultry and cattle, sampled from farms located in major regions of livestock production in mainland France and Reunion Island. The samples were analysed for seven chemical properties following conventional laboratory methods. NIR spectra were acquired with three spectrometers from fresh homogenized and dried ground samples and then standardized using the PDS algorithm. This important dataset can be used to train and test chemometric models and is of particular interest to NIR spectroscopists and agronomists who assess the agronomic value of animal waste. |
format |
article |
topic_facet |
Q70 - Traitement des déchets agricoles U30 - Méthodes de recherche spectroscopie infrarouge fumier bovin volaille déchet agricole litière pour animaux mesure (activité) composition chimique propriété physicochimique déchet organique http://aims.fao.org/aos/agrovoc/c_28568 http://aims.fao.org/aos/agrovoc/c_2810 http://aims.fao.org/aos/agrovoc/c_1391 http://aims.fao.org/aos/agrovoc/c_6145 http://aims.fao.org/aos/agrovoc/c_8683 http://aims.fao.org/aos/agrovoc/c_434 http://aims.fao.org/aos/agrovoc/c_4668 http://aims.fao.org/aos/agrovoc/c_1794 http://aims.fao.org/aos/agrovoc/c_1521 http://aims.fao.org/aos/agrovoc/c_35237 http://aims.fao.org/aos/agrovoc/c_3081 http://aims.fao.org/aos/agrovoc/c_6543 |
author |
Goge, Fabien Thuriès, Laurent Fouad, Youssef Damay, Nathalie Davrieux, Fabrice Moussard, Géraud Daniel Le Roux, Caroline Trupin-Maudemain, Séverine Valé, Matthieu Morvan, Thierry |
author_facet |
Goge, Fabien Thuriès, Laurent Fouad, Youssef Damay, Nathalie Davrieux, Fabrice Moussard, Géraud Daniel Le Roux, Caroline Trupin-Maudemain, Séverine Valé, Matthieu Morvan, Thierry |
author_sort |
Goge, Fabien |
title |
Dataset of chemical and near-infrared spectroscopy measurements of fresh and dried poultry and cattle manure |
title_short |
Dataset of chemical and near-infrared spectroscopy measurements of fresh and dried poultry and cattle manure |
title_full |
Dataset of chemical and near-infrared spectroscopy measurements of fresh and dried poultry and cattle manure |
title_fullStr |
Dataset of chemical and near-infrared spectroscopy measurements of fresh and dried poultry and cattle manure |
title_full_unstemmed |
Dataset of chemical and near-infrared spectroscopy measurements of fresh and dried poultry and cattle manure |
title_sort |
dataset of chemical and near-infrared spectroscopy measurements of fresh and dried poultry and cattle manure |
url |
http://agritrop.cirad.fr/597278/ http://agritrop.cirad.fr/597278/1/2021%20GOGE%20et%20al%20Dataset%20of%20chemical%20and%20near-infrared%20spectroscopy%20measurements%20of%20fresh%20and%20dried%20poultry%20and%20cattle%20manure.pdf |
work_keys_str_mv |
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