Linking reproduction and survival can improve model estimates of vital rates derived from limited time-series counts of pinnipeds and other species.

We propose a method to model the physiological link between somatic survival and reproductive output that reduces the number of parameters that need to be estimated by models designed to determine combinations of birth and death rates that produce historic counts of animal populations. We applied ou...

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Published in:PLoS ONE
Main Authors: Brian C Battaile, Andrew W Trites
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2013
Subjects:
R
Q
Online Access:https://doi.org/10.1371/journal.pone.0077389
https://doaj.org/article/50f724f8402f4befb4ca87a41a5d4e06
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spelling ftdoajarticles:oai:doaj.org/article:50f724f8402f4befb4ca87a41a5d4e06 2023-05-15T17:58:56+02:00 Linking reproduction and survival can improve model estimates of vital rates derived from limited time-series counts of pinnipeds and other species. Brian C Battaile Andrew W Trites 2013-01-01T00:00:00Z https://doi.org/10.1371/journal.pone.0077389 https://doaj.org/article/50f724f8402f4befb4ca87a41a5d4e06 EN eng Public Library of Science (PLoS) http://europepmc.org/articles/PMC3855591?pdf=render https://doaj.org/toc/1932-6203 1932-6203 doi:10.1371/journal.pone.0077389 https://doaj.org/article/50f724f8402f4befb4ca87a41a5d4e06 PLoS ONE, Vol 8, Iss 11, p e77389 (2013) Medicine R Science Q article 2013 ftdoajarticles https://doi.org/10.1371/journal.pone.0077389 2022-12-30T22:04:44Z We propose a method to model the physiological link between somatic survival and reproductive output that reduces the number of parameters that need to be estimated by models designed to determine combinations of birth and death rates that produce historic counts of animal populations. We applied our Reproduction and Somatic Survival Linked (RSSL) method to the population counts of three species of North Pacific pinnipeds (harbor seals, Phoca vitulina richardii (Gray, 1864); northern fur seals, Callorhinus ursinus (L., 1758); and Steller sea lions, Eumetopias jubatus (Schreber, 1776))--and found our model outperformed traditional models when fitting vital rates to common types of limited datasets, such as those from counts of pups and adults. However, our model did not perform as well when these basic counts of animals were augmented with additional observations of ratios of juveniles to total non-pups. In this case, the failure of the ratios to improve model performance may indicate that the relationship between survival and reproduction is redefined or disassociated as populations change over time or that the ratio of juveniles to total non-pups is not a meaningful index of vital rates. Overall, our RSSL models show advantages to linking survival and reproduction within models to estimate the vital rates of pinnipeds and other species that have limited time-series of counts. Article in Journal/Newspaper Phoca vitulina Callorhinus ursinus Directory of Open Access Journals: DOAJ Articles Pacific PLoS ONE 8 11 e77389
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Medicine
R
Science
Q
spellingShingle Medicine
R
Science
Q
Brian C Battaile
Andrew W Trites
Linking reproduction and survival can improve model estimates of vital rates derived from limited time-series counts of pinnipeds and other species.
topic_facet Medicine
R
Science
Q
description We propose a method to model the physiological link between somatic survival and reproductive output that reduces the number of parameters that need to be estimated by models designed to determine combinations of birth and death rates that produce historic counts of animal populations. We applied our Reproduction and Somatic Survival Linked (RSSL) method to the population counts of three species of North Pacific pinnipeds (harbor seals, Phoca vitulina richardii (Gray, 1864); northern fur seals, Callorhinus ursinus (L., 1758); and Steller sea lions, Eumetopias jubatus (Schreber, 1776))--and found our model outperformed traditional models when fitting vital rates to common types of limited datasets, such as those from counts of pups and adults. However, our model did not perform as well when these basic counts of animals were augmented with additional observations of ratios of juveniles to total non-pups. In this case, the failure of the ratios to improve model performance may indicate that the relationship between survival and reproduction is redefined or disassociated as populations change over time or that the ratio of juveniles to total non-pups is not a meaningful index of vital rates. Overall, our RSSL models show advantages to linking survival and reproduction within models to estimate the vital rates of pinnipeds and other species that have limited time-series of counts.
format Article in Journal/Newspaper
author Brian C Battaile
Andrew W Trites
author_facet Brian C Battaile
Andrew W Trites
author_sort Brian C Battaile
title Linking reproduction and survival can improve model estimates of vital rates derived from limited time-series counts of pinnipeds and other species.
title_short Linking reproduction and survival can improve model estimates of vital rates derived from limited time-series counts of pinnipeds and other species.
title_full Linking reproduction and survival can improve model estimates of vital rates derived from limited time-series counts of pinnipeds and other species.
title_fullStr Linking reproduction and survival can improve model estimates of vital rates derived from limited time-series counts of pinnipeds and other species.
title_full_unstemmed Linking reproduction and survival can improve model estimates of vital rates derived from limited time-series counts of pinnipeds and other species.
title_sort linking reproduction and survival can improve model estimates of vital rates derived from limited time-series counts of pinnipeds and other species.
publisher Public Library of Science (PLoS)
publishDate 2013
url https://doi.org/10.1371/journal.pone.0077389
https://doaj.org/article/50f724f8402f4befb4ca87a41a5d4e06
geographic Pacific
geographic_facet Pacific
genre Phoca vitulina
Callorhinus ursinus
genre_facet Phoca vitulina
Callorhinus ursinus
op_source PLoS ONE, Vol 8, Iss 11, p e77389 (2013)
op_relation http://europepmc.org/articles/PMC3855591?pdf=render
https://doaj.org/toc/1932-6203
1932-6203
doi:10.1371/journal.pone.0077389
https://doaj.org/article/50f724f8402f4befb4ca87a41a5d4e06
op_doi https://doi.org/10.1371/journal.pone.0077389
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