Using n-alkanes to estimate diet composition of herbivores: a novel mathematical approach

N-alkanes are long-chain saturated hydrocarbons occurring in plant cuticles that can be used as chemical markers for estimating the diet composition of herbivores. An important constraint of using n-alkanes to estimate diet composition with currently employed mathematical procedures is that the numb...

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Main Authors: P. Barcia, M.N. Bugalho, M.L. Campagnolo, J.O. Cerdeira
Format: Article
Language:English
Published: Elsevier 2007-01-01
Series:Animal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1751731107340068
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spelling doaj-4f827d8b5dc44968ac6b3293a4b4019a2021-06-05T06:04:46ZengElsevierAnimal1751-73112007-01-0111141149Using n-alkanes to estimate diet composition of herbivores: a novel mathematical approachP. Barcia0M.N. Bugalho1M.L. Campagnolo2J.O. Cerdeira3Facultade de Economia, Universidade Nova de Lisboa, Campus de Campolide, 1099-032 Lisboa, PortugalCentro de Ecologia Aplicada “Baeta Neves”, Instituto Superior de Agronomia, Universidade Técnica de Lisboa, Tapada da Ajuda, 1349-017 Lisboa, PortugalDepartamento de Matemática, Instituto Superior de Agronomia and SQIG-IT, Universidade Técnica de Lisboa, Tapada da Ajuda, 1349-017 Lisboa, PortugalDepartamento de Matemática, Instituto Superior de Agronomia, Universidade Técnica de Lisboa, Tapada da Ajuda, 1349-017 Lisboa, PortugalN-alkanes are long-chain saturated hydrocarbons occurring in plant cuticles that can be used as chemical markers for estimating the diet composition of herbivores. An important constraint of using n-alkanes to estimate diet composition with currently employed mathematical procedures is that the number of markers must be equal or larger than the number of diet components. This is a considerable limitation when dealing with free-ranging herbivores feeding on complex plant communities. We present a novel approach for the estimation of diet composition using n-alkanes which applies equally to cases where the number of markers is lower, equal or greater than the number of plant species in the diet. The model uses linear programming to estimate the minimum and maximum proportions of each plant in the diet, and avoids the need for grouping species in order to reduce the number of estimated dietary components. We illustrate the model with two data sets of n-alkane content of plants and faeces obtained from a sheep grazing experiment conducted in Australia and a red deer study in Portugal. Our results are consistent with previous studies on those data sets and provide additional information on the proportions of individual species in the diet. Results show that sheep included in the diet high proportions of white clover (from 0.25 to 0.37), and relatively high proportions of grasses (e.g. brome from 0.14 to 0.26) but tended to avoid Lotus spp. (always less than 0.04 of the diet). For red deer we found high proportions of legumes (e.g. Trifolium angustifolium and Vicia sativa reaching maximum proportions of 0.42 and 0.30 of the diet, respectively) with grasses being less important and Cistus ladanifer, a browse, also having relevance (from 0.21 to 0.42 of the diet).http://www.sciencedirect.com/science/article/pii/S1751731107340068grazinglinear modelslinear programmingmarkersungulates
collection DOAJ
language English
format Article
sources DOAJ
author P. Barcia
M.N. Bugalho
M.L. Campagnolo
J.O. Cerdeira
spellingShingle P. Barcia
M.N. Bugalho
M.L. Campagnolo
J.O. Cerdeira
Using n-alkanes to estimate diet composition of herbivores: a novel mathematical approach
Animal
grazing
linear models
linear programming
markers
ungulates
author_facet P. Barcia
M.N. Bugalho
M.L. Campagnolo
J.O. Cerdeira
author_sort P. Barcia
title Using n-alkanes to estimate diet composition of herbivores: a novel mathematical approach
title_short Using n-alkanes to estimate diet composition of herbivores: a novel mathematical approach
title_full Using n-alkanes to estimate diet composition of herbivores: a novel mathematical approach
title_fullStr Using n-alkanes to estimate diet composition of herbivores: a novel mathematical approach
title_full_unstemmed Using n-alkanes to estimate diet composition of herbivores: a novel mathematical approach
title_sort using n-alkanes to estimate diet composition of herbivores: a novel mathematical approach
publisher Elsevier
series Animal
issn 1751-7311
publishDate 2007-01-01
description N-alkanes are long-chain saturated hydrocarbons occurring in plant cuticles that can be used as chemical markers for estimating the diet composition of herbivores. An important constraint of using n-alkanes to estimate diet composition with currently employed mathematical procedures is that the number of markers must be equal or larger than the number of diet components. This is a considerable limitation when dealing with free-ranging herbivores feeding on complex plant communities. We present a novel approach for the estimation of diet composition using n-alkanes which applies equally to cases where the number of markers is lower, equal or greater than the number of plant species in the diet. The model uses linear programming to estimate the minimum and maximum proportions of each plant in the diet, and avoids the need for grouping species in order to reduce the number of estimated dietary components. We illustrate the model with two data sets of n-alkane content of plants and faeces obtained from a sheep grazing experiment conducted in Australia and a red deer study in Portugal. Our results are consistent with previous studies on those data sets and provide additional information on the proportions of individual species in the diet. Results show that sheep included in the diet high proportions of white clover (from 0.25 to 0.37), and relatively high proportions of grasses (e.g. brome from 0.14 to 0.26) but tended to avoid Lotus spp. (always less than 0.04 of the diet). For red deer we found high proportions of legumes (e.g. Trifolium angustifolium and Vicia sativa reaching maximum proportions of 0.42 and 0.30 of the diet, respectively) with grasses being less important and Cistus ladanifer, a browse, also having relevance (from 0.21 to 0.42 of the diet).
topic grazing
linear models
linear programming
markers
ungulates
url http://www.sciencedirect.com/science/article/pii/S1751731107340068
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