Soil Particle Size Thresholds in Soil Spectroscopy and Its Effect on the Multivariate Models for the Analysis of Soil Properties.

FTIR partial least squares regression particle size soil properties

Journal

Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366

Informations de publication

Date de publication:
14 Nov 2023
Historique:
received: 04 07 2023
revised: 04 08 2023
accepted: 15 08 2023
medline: 25 11 2023
pubmed: 25 11 2023
entrez: 25 11 2023
Statut: epublish

Résumé

This study focused on one of the few but critical sample preparations required in soil spectroscopy (i.e., grinding), as well as the effect of soil particle size on the FTIR spectral database and the partial least squares regression models for the prediction of eight soil properties (viz., TC, TN, OC, sand, silt, clay, Olsen P, and CEC). Fifty soil samples from three Moroccan region were used. The soil samples underwent three preparations (drying, grinding, sieving) to obtain, at the end of the sample preparation step, three ranges of particle size, samples with sizes < 500 µm, samples with sizes < 250 µm, and a third range with particles < 125 µm. The multivariate models (PLSR) were set up based on the FTIR spectra recorded on the different obtained samples. The correlation coefficient (R

Identifiants

pubmed: 38005556
pii: s23229171
doi: 10.3390/s23229171
pmc: PMC10675472
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Subventions

Organisme : OCP Group (Morocco)
ID : FP02

Références

Sci Total Environ. 2008 Feb 25;391(1):1-12
pubmed: 18063012
J Pharm Biomed Anal. 2021 Mar 20;196:113922
pubmed: 33548874
PLoS One. 2020 Feb 21;15(2):e0229345
pubmed: 32084211
J AOAC Int. 2019 May 1;102(3):966-970
pubmed: 30352638
Sci Rep. 2021 Jun 25;11(1):13358
pubmed: 34172802

Auteurs

Issam Barra (I)

Center of Excellence in Soil and Fertilizer Research in Africa (CESFRA), College for Sustainable Agriculture and Environmental Sciences (CSAES), Mohammed VI Polytechnic University (UM6P), Ben Guerir 43150, Morocco.

Tarik El Moatassem (T)

Center of Excellence in Soil and Fertilizer Research in Africa (CESFRA), College for Sustainable Agriculture and Environmental Sciences (CSAES), Mohammed VI Polytechnic University (UM6P), Ben Guerir 43150, Morocco.

Fassil Kebede (F)

Center of Excellence in Soil and Fertilizer Research in Africa (CESFRA), College for Sustainable Agriculture and Environmental Sciences (CSAES), Mohammed VI Polytechnic University (UM6P), Ben Guerir 43150, Morocco.

Classifications MeSH