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Article Dans Une Revue Journal of Near Infrared Spectroscopy Année : 2021

Performance of near infrared spectroscopy of a solid cattle and poultry manure database depends on the sample preparation and regression method used

Fabien Gogé
Laurent Thuriès
Youssef Fouad
Nathalie Damay
  • Fonction : Auteur
Fabrice Davrieux
  • Fonction : Auteur
Géraud Moussard
  • Fonction : Auteur
Caroline Le Roux
  • Fonction : Auteur
Séverine Trupin-Maudemain
  • Fonction : Auteur
Matthieu Valé
  • Fonction : Auteur

Résumé

Determining the chemical composition of animal manure rapidly is essential to manage fertilisation and decrease environmental pollution. Near infrared (NIR) spectroscopy is a non-destructive, inexpensive and rapid method to determine several components of manure simultaneously. This study investigated the ability of NIR spectroscopy to analyse the dry matter, total and ammonium nitrogen, phosphorus, calcium, potassium and magnesium contents in a database of heterogeneous cattle and poultry solid manures. The accuracy of calibration models obtained from different sample preparation methods (dried ground vs. fresh homogenized) and multivariate regression methods (partial least squares vs. local regression) were compared. The results showed that using local regression with NIR spectra of fresh homogenized manure could predict dry matter (R 2 =0.99, RMSEV = 1.64%, RPD = 13.31), total (R 2 =0.98, RMSEV = 0.16%, RPD = 7.11) and ammonium nitrogen (R 2 =0.97, RMSEV = 0.042%, RPD = 5.57) and phosphorus (R 2 =0.95, RMSEV = 0.10%, RPD = 5.56) contents accurately.
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Dates et versions

hal-03759425 , version 1 (24-08-2022)

Identifiants

Citer

Fabien Gogé, Laurent Thuriès, Youssef Fouad, Nathalie Damay, Fabrice Davrieux, et al.. Performance of near infrared spectroscopy of a solid cattle and poultry manure database depends on the sample preparation and regression method used. Journal of Near Infrared Spectroscopy, 2021, 29 (4), pp.226-235. ⟨10.1177/09670335211007543⟩. ⟨hal-03759425⟩
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