Improving the precision of our ecosystem calipers: a modified morphometric technique for estimating marine mammal mass and body composition.

Mass and body composition are indices of overall animal health and energetic balance and are often used as indicators of resource availability in the environment. This study used morphometric models and isotopic dilution techniques, two commonly used methods in the marine mammal field, to assess bod...

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Main Authors: Shero, Michelle R, Pearson, Linnea E, Costa, Daniel P, Burns, Jennifer M
Format: Article in Journal/Newspaper
Language:unknown
Published: eScholarship, University of California 2014
Subjects:
Online Access:https://escholarship.org/uc/item/4b32z8t5
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spelling ftcdlib:oai:escholarship.org/ark:/13030/qt4b32z8t5 2023-05-15T18:43:24+02:00 Improving the precision of our ecosystem calipers: a modified morphometric technique for estimating marine mammal mass and body composition. Shero, Michelle R Pearson, Linnea E Costa, Daniel P Burns, Jennifer M e91233 2014-01-01 application/pdf https://escholarship.org/uc/item/4b32z8t5 unknown eScholarship, University of California qt4b32z8t5 https://escholarship.org/uc/item/4b32z8t5 public PloS one, vol 9, iss 3 Animals Mammals Seals Earless Body Weight Regression Analysis Sample Size Isotope Labeling Ecosystem Body Composition Aquatic Organisms General Science & Technology article 2014 ftcdlib 2020-06-06T07:52:50Z Mass and body composition are indices of overall animal health and energetic balance and are often used as indicators of resource availability in the environment. This study used morphometric models and isotopic dilution techniques, two commonly used methods in the marine mammal field, to assess body composition of Weddell seals (Leptonychotes weddellii, N = 111). Findings indicated that traditional morphometric models that use a series of circular, truncated cones to calculate marine mammal blubber volume and mass overestimated the animal's measured body mass by 26.9±1.5% SE. However, we developed a new morphometric model that uses elliptical truncated cones, and estimates mass with only -2.8±1.7% error (N = 10). Because this elliptical truncated cone model can estimate body mass without the need for additional correction factors, it has the potential to be a broadly applicable method in marine mammal species. While using elliptical truncated cones yielded significantly smaller blubber mass estimates than circular cones (10.2±0.8% difference; or 3.5±0.3% total body mass), both truncated cone models significantly underestimated total body lipid content as compared to isotopic dilution results, suggesting that animals have substantial internal lipid stores (N = 76). Multiple linear regressions were used to determine the minimum number of morphometric measurements needed to reliably estimate animal mass and body composition so that future animal handling times could be reduced. Reduced models estimated body mass and lipid mass with reasonable accuracy using fewer than five morphometric measurements (root-mean-square-error: 4.91% for body mass, 10.90% for lipid mass, and 10.43% for % lipid). This indicates that when test datasets are available to create calibration coefficients, regression models also offer a way to improve body mass and condition estimates in situations where animal handling times must be short and efficient. Article in Journal/Newspaper Weddell Seals University of California: eScholarship Weddell
institution Open Polar
collection University of California: eScholarship
op_collection_id ftcdlib
language unknown
topic Animals
Mammals
Seals
Earless
Body Weight
Regression Analysis
Sample Size
Isotope Labeling
Ecosystem
Body Composition
Aquatic Organisms
General Science & Technology
spellingShingle Animals
Mammals
Seals
Earless
Body Weight
Regression Analysis
Sample Size
Isotope Labeling
Ecosystem
Body Composition
Aquatic Organisms
General Science & Technology
Shero, Michelle R
Pearson, Linnea E
Costa, Daniel P
Burns, Jennifer M
Improving the precision of our ecosystem calipers: a modified morphometric technique for estimating marine mammal mass and body composition.
topic_facet Animals
Mammals
Seals
Earless
Body Weight
Regression Analysis
Sample Size
Isotope Labeling
Ecosystem
Body Composition
Aquatic Organisms
General Science & Technology
description Mass and body composition are indices of overall animal health and energetic balance and are often used as indicators of resource availability in the environment. This study used morphometric models and isotopic dilution techniques, two commonly used methods in the marine mammal field, to assess body composition of Weddell seals (Leptonychotes weddellii, N = 111). Findings indicated that traditional morphometric models that use a series of circular, truncated cones to calculate marine mammal blubber volume and mass overestimated the animal's measured body mass by 26.9±1.5% SE. However, we developed a new morphometric model that uses elliptical truncated cones, and estimates mass with only -2.8±1.7% error (N = 10). Because this elliptical truncated cone model can estimate body mass without the need for additional correction factors, it has the potential to be a broadly applicable method in marine mammal species. While using elliptical truncated cones yielded significantly smaller blubber mass estimates than circular cones (10.2±0.8% difference; or 3.5±0.3% total body mass), both truncated cone models significantly underestimated total body lipid content as compared to isotopic dilution results, suggesting that animals have substantial internal lipid stores (N = 76). Multiple linear regressions were used to determine the minimum number of morphometric measurements needed to reliably estimate animal mass and body composition so that future animal handling times could be reduced. Reduced models estimated body mass and lipid mass with reasonable accuracy using fewer than five morphometric measurements (root-mean-square-error: 4.91% for body mass, 10.90% for lipid mass, and 10.43% for % lipid). This indicates that when test datasets are available to create calibration coefficients, regression models also offer a way to improve body mass and condition estimates in situations where animal handling times must be short and efficient.
format Article in Journal/Newspaper
author Shero, Michelle R
Pearson, Linnea E
Costa, Daniel P
Burns, Jennifer M
author_facet Shero, Michelle R
Pearson, Linnea E
Costa, Daniel P
Burns, Jennifer M
author_sort Shero, Michelle R
title Improving the precision of our ecosystem calipers: a modified morphometric technique for estimating marine mammal mass and body composition.
title_short Improving the precision of our ecosystem calipers: a modified morphometric technique for estimating marine mammal mass and body composition.
title_full Improving the precision of our ecosystem calipers: a modified morphometric technique for estimating marine mammal mass and body composition.
title_fullStr Improving the precision of our ecosystem calipers: a modified morphometric technique for estimating marine mammal mass and body composition.
title_full_unstemmed Improving the precision of our ecosystem calipers: a modified morphometric technique for estimating marine mammal mass and body composition.
title_sort improving the precision of our ecosystem calipers: a modified morphometric technique for estimating marine mammal mass and body composition.
publisher eScholarship, University of California
publishDate 2014
url https://escholarship.org/uc/item/4b32z8t5
op_coverage e91233
geographic Weddell
geographic_facet Weddell
genre Weddell Seals
genre_facet Weddell Seals
op_source PloS one, vol 9, iss 3
op_relation qt4b32z8t5
https://escholarship.org/uc/item/4b32z8t5
op_rights public
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