Determination of natural rubber and resin content of guayule fresh biomass by near infrared spectroscopy

The determination of natural rubber and resin contents of guayule (Parthenium argentatum) requires a long and destructive methodology to be implemented in the laboratory. In order to achieve a large number of measurements, it is necessary to determine the contents directly in the field in a fast and non-destructive way. The recent emergence of portable near infrared spectroscopy makes possible the use of this technology directly on the plants, without preparation of samples in the laboratory. The aim is to check the possibility of quantifying natural rubber and resin by using such a portable device directly on the guayule plants. Our research hypothesis is that the measure in near infrared can be performed directly on the surface of the bark. A set of 200 branches of guayule was collected randomly in a single experimental plot for two selected genotypes showing very different morphological traits. A difference between average contents of natural rubber and resin measured using a solvent-based laboratory reference method was observed with relation to the variety. Models of near infrared spectroscopy have been developed for samples in the form of powders, dry branches and fresh branches harvested in the same plot. The standard error of prediction was two times higher for branches as for powders. This was due to the fact that the powders were analyzed in controlled conditions in the laboratory (moisture, sample homogeneity and particle size). Using near infrared spectroscopy directly on the plant allowed the determination of the average content of the plot before harvest. With a random sampling of 70 measures per plot, it was possible to estimate the average content of natural rubber and resin with a precision lower than 0.3%. Measurements made on fresh branches of very different diameters showed that the variability of the contents was lower in the plant than in the field. At the individual plant level, 40 measures were necessary to determine the average content of resin and 70 measures for natural rubber. These encouraging results obtained out of the field, with freshly cut biomass, showed that portable near infrared spectroscopy could be directly applied to the guayule bush in the field, for estimating natural rubber and resin production of a plot or for monitoring the seasonal evolution for breeding or agro-industrial production.

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Main Authors: Taurines, Manon, Brancheriau, Loïc, Palu, Serge, Pioch, Daniel, Tardan, Eric, Boutahar, Nabila, Sartre, Pascal, Meunier, Florence
Format: article biblioteca
Language:eng
Subjects:Q60 - Traitement des produits agricoles non alimentaires, U30 - Méthodes de recherche, F30 - Génétique et amélioration des plantes, F50 - Anatomie et morphologie des plantes, Parthenium argentatum, caoutchouc, résine, spectroscopie infrarouge, génotype, morphologie végétale, http://aims.fao.org/aos/agrovoc/c_5597, http://aims.fao.org/aos/agrovoc/c_6678, http://aims.fao.org/aos/agrovoc/c_6519, http://aims.fao.org/aos/agrovoc/c_28568, http://aims.fao.org/aos/agrovoc/c_3225, http://aims.fao.org/aos/agrovoc/c_13434,
Online Access:http://agritrop.cirad.fr/592067/
http://agritrop.cirad.fr/592067/7/592067_MMA.pdf
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spelling dig-cirad-fr-5920672024-01-29T01:51:17Z http://agritrop.cirad.fr/592067/ http://agritrop.cirad.fr/592067/ Determination of natural rubber and resin content of guayule fresh biomass by near infrared spectroscopy. Taurines Manon, Brancheriau Loïc, Palu Serge, Pioch Daniel, Tardan Eric, Boutahar Nabila, Sartre Pascal, Meunier Florence. 2019. Industrial Crops and Products, 134 : 177-184.https://doi.org/10.1016/j.indcrop.2019.03.073 <https://doi.org/10.1016/j.indcrop.2019.03.073> Determination of natural rubber and resin content of guayule fresh biomass by near infrared spectroscopy Taurines, Manon Brancheriau, Loïc Palu, Serge Pioch, Daniel Tardan, Eric Boutahar, Nabila Sartre, Pascal Meunier, Florence eng 2019 Industrial Crops and Products Q60 - Traitement des produits agricoles non alimentaires U30 - Méthodes de recherche F30 - Génétique et amélioration des plantes F50 - Anatomie et morphologie des plantes Parthenium argentatum caoutchouc résine spectroscopie infrarouge génotype morphologie végétale http://aims.fao.org/aos/agrovoc/c_5597 http://aims.fao.org/aos/agrovoc/c_6678 http://aims.fao.org/aos/agrovoc/c_6519 http://aims.fao.org/aos/agrovoc/c_28568 http://aims.fao.org/aos/agrovoc/c_3225 http://aims.fao.org/aos/agrovoc/c_13434 The determination of natural rubber and resin contents of guayule (Parthenium argentatum) requires a long and destructive methodology to be implemented in the laboratory. In order to achieve a large number of measurements, it is necessary to determine the contents directly in the field in a fast and non-destructive way. The recent emergence of portable near infrared spectroscopy makes possible the use of this technology directly on the plants, without preparation of samples in the laboratory. The aim is to check the possibility of quantifying natural rubber and resin by using such a portable device directly on the guayule plants. Our research hypothesis is that the measure in near infrared can be performed directly on the surface of the bark. A set of 200 branches of guayule was collected randomly in a single experimental plot for two selected genotypes showing very different morphological traits. A difference between average contents of natural rubber and resin measured using a solvent-based laboratory reference method was observed with relation to the variety. Models of near infrared spectroscopy have been developed for samples in the form of powders, dry branches and fresh branches harvested in the same plot. The standard error of prediction was two times higher for branches as for powders. This was due to the fact that the powders were analyzed in controlled conditions in the laboratory (moisture, sample homogeneity and particle size). Using near infrared spectroscopy directly on the plant allowed the determination of the average content of the plot before harvest. With a random sampling of 70 measures per plot, it was possible to estimate the average content of natural rubber and resin with a precision lower than 0.3%. Measurements made on fresh branches of very different diameters showed that the variability of the contents was lower in the plant than in the field. At the individual plant level, 40 measures were necessary to determine the average content of resin and 70 measures for natural rubber. These encouraging results obtained out of the field, with freshly cut biomass, showed that portable near infrared spectroscopy could be directly applied to the guayule bush in the field, for estimating natural rubber and resin production of a plot or for monitoring the seasonal evolution for breeding or agro-industrial production. article info:eu-repo/semantics/article Journal Article info:eu-repo/semantics/acceptedVersion http://agritrop.cirad.fr/592067/7/592067_MMA.pdf text cc_by_nc info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by-nc/4.0/ https://doi.org/10.1016/j.indcrop.2019.03.073 10.1016/j.indcrop.2019.03.073 info:eu-repo/semantics/altIdentifier/doi/10.1016/j.indcrop.2019.03.073 info:eu-repo/semantics/altIdentifier/purl/https://doi.org/10.1016/j.indcrop.2019.03.073
institution CIRAD FR
collection DSpace
country Francia
countrycode FR
component Bibliográfico
access En linea
databasecode dig-cirad-fr
tag biblioteca
region Europa del Oeste
libraryname Biblioteca del CIRAD Francia
language eng
topic Q60 - Traitement des produits agricoles non alimentaires
U30 - Méthodes de recherche
F30 - Génétique et amélioration des plantes
F50 - Anatomie et morphologie des plantes
Parthenium argentatum
caoutchouc
résine
spectroscopie infrarouge
génotype
morphologie végétale
http://aims.fao.org/aos/agrovoc/c_5597
http://aims.fao.org/aos/agrovoc/c_6678
http://aims.fao.org/aos/agrovoc/c_6519
http://aims.fao.org/aos/agrovoc/c_28568
http://aims.fao.org/aos/agrovoc/c_3225
http://aims.fao.org/aos/agrovoc/c_13434
Q60 - Traitement des produits agricoles non alimentaires
U30 - Méthodes de recherche
F30 - Génétique et amélioration des plantes
F50 - Anatomie et morphologie des plantes
Parthenium argentatum
caoutchouc
résine
spectroscopie infrarouge
génotype
morphologie végétale
http://aims.fao.org/aos/agrovoc/c_5597
http://aims.fao.org/aos/agrovoc/c_6678
http://aims.fao.org/aos/agrovoc/c_6519
http://aims.fao.org/aos/agrovoc/c_28568
http://aims.fao.org/aos/agrovoc/c_3225
http://aims.fao.org/aos/agrovoc/c_13434
spellingShingle Q60 - Traitement des produits agricoles non alimentaires
U30 - Méthodes de recherche
F30 - Génétique et amélioration des plantes
F50 - Anatomie et morphologie des plantes
Parthenium argentatum
caoutchouc
résine
spectroscopie infrarouge
génotype
morphologie végétale
http://aims.fao.org/aos/agrovoc/c_5597
http://aims.fao.org/aos/agrovoc/c_6678
http://aims.fao.org/aos/agrovoc/c_6519
http://aims.fao.org/aos/agrovoc/c_28568
http://aims.fao.org/aos/agrovoc/c_3225
http://aims.fao.org/aos/agrovoc/c_13434
Q60 - Traitement des produits agricoles non alimentaires
U30 - Méthodes de recherche
F30 - Génétique et amélioration des plantes
F50 - Anatomie et morphologie des plantes
Parthenium argentatum
caoutchouc
résine
spectroscopie infrarouge
génotype
morphologie végétale
http://aims.fao.org/aos/agrovoc/c_5597
http://aims.fao.org/aos/agrovoc/c_6678
http://aims.fao.org/aos/agrovoc/c_6519
http://aims.fao.org/aos/agrovoc/c_28568
http://aims.fao.org/aos/agrovoc/c_3225
http://aims.fao.org/aos/agrovoc/c_13434
Taurines, Manon
Brancheriau, Loïc
Palu, Serge
Pioch, Daniel
Tardan, Eric
Boutahar, Nabila
Sartre, Pascal
Meunier, Florence
Determination of natural rubber and resin content of guayule fresh biomass by near infrared spectroscopy
description The determination of natural rubber and resin contents of guayule (Parthenium argentatum) requires a long and destructive methodology to be implemented in the laboratory. In order to achieve a large number of measurements, it is necessary to determine the contents directly in the field in a fast and non-destructive way. The recent emergence of portable near infrared spectroscopy makes possible the use of this technology directly on the plants, without preparation of samples in the laboratory. The aim is to check the possibility of quantifying natural rubber and resin by using such a portable device directly on the guayule plants. Our research hypothesis is that the measure in near infrared can be performed directly on the surface of the bark. A set of 200 branches of guayule was collected randomly in a single experimental plot for two selected genotypes showing very different morphological traits. A difference between average contents of natural rubber and resin measured using a solvent-based laboratory reference method was observed with relation to the variety. Models of near infrared spectroscopy have been developed for samples in the form of powders, dry branches and fresh branches harvested in the same plot. The standard error of prediction was two times higher for branches as for powders. This was due to the fact that the powders were analyzed in controlled conditions in the laboratory (moisture, sample homogeneity and particle size). Using near infrared spectroscopy directly on the plant allowed the determination of the average content of the plot before harvest. With a random sampling of 70 measures per plot, it was possible to estimate the average content of natural rubber and resin with a precision lower than 0.3%. Measurements made on fresh branches of very different diameters showed that the variability of the contents was lower in the plant than in the field. At the individual plant level, 40 measures were necessary to determine the average content of resin and 70 measures for natural rubber. These encouraging results obtained out of the field, with freshly cut biomass, showed that portable near infrared spectroscopy could be directly applied to the guayule bush in the field, for estimating natural rubber and resin production of a plot or for monitoring the seasonal evolution for breeding or agro-industrial production.
format article
topic_facet Q60 - Traitement des produits agricoles non alimentaires
U30 - Méthodes de recherche
F30 - Génétique et amélioration des plantes
F50 - Anatomie et morphologie des plantes
Parthenium argentatum
caoutchouc
résine
spectroscopie infrarouge
génotype
morphologie végétale
http://aims.fao.org/aos/agrovoc/c_5597
http://aims.fao.org/aos/agrovoc/c_6678
http://aims.fao.org/aos/agrovoc/c_6519
http://aims.fao.org/aos/agrovoc/c_28568
http://aims.fao.org/aos/agrovoc/c_3225
http://aims.fao.org/aos/agrovoc/c_13434
author Taurines, Manon
Brancheriau, Loïc
Palu, Serge
Pioch, Daniel
Tardan, Eric
Boutahar, Nabila
Sartre, Pascal
Meunier, Florence
author_facet Taurines, Manon
Brancheriau, Loïc
Palu, Serge
Pioch, Daniel
Tardan, Eric
Boutahar, Nabila
Sartre, Pascal
Meunier, Florence
author_sort Taurines, Manon
title Determination of natural rubber and resin content of guayule fresh biomass by near infrared spectroscopy
title_short Determination of natural rubber and resin content of guayule fresh biomass by near infrared spectroscopy
title_full Determination of natural rubber and resin content of guayule fresh biomass by near infrared spectroscopy
title_fullStr Determination of natural rubber and resin content of guayule fresh biomass by near infrared spectroscopy
title_full_unstemmed Determination of natural rubber and resin content of guayule fresh biomass by near infrared spectroscopy
title_sort determination of natural rubber and resin content of guayule fresh biomass by near infrared spectroscopy
url http://agritrop.cirad.fr/592067/
http://agritrop.cirad.fr/592067/7/592067_MMA.pdf
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