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Quantile regression of microgeographic variation in population characteristics of an invasive vertebrate predator

Localized ecological conditions have the potential to induce variation in population characteristics such as size distributions and body conditions. The ability to generalize the influence of ecological characteristics on such population traits may be particularly meaningful when those traits influe...

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Autores principales: Siers, Shane R., Savidge, Julie A., Reed, Robert N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5453442/
https://www.ncbi.nlm.nih.gov/pubmed/28570632
http://dx.doi.org/10.1371/journal.pone.0177671
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author Siers, Shane R.
Savidge, Julie A.
Reed, Robert N.
author_facet Siers, Shane R.
Savidge, Julie A.
Reed, Robert N.
author_sort Siers, Shane R.
collection PubMed
description Localized ecological conditions have the potential to induce variation in population characteristics such as size distributions and body conditions. The ability to generalize the influence of ecological characteristics on such population traits may be particularly meaningful when those traits influence prospects for successful management interventions. To characterize variability in invasive Brown Treesnake population attributes within and among habitat types, we conducted systematic and seasonally-balanced surveys, collecting 100 snakes from each of 18 sites: three replicates within each of six major habitat types comprising 95% of Guam’s geographic expanse. Our study constitutes one of the most comprehensive and controlled samplings of any published snake study. Quantile regression on snake size and body condition indicated significant ecological heterogeneity, with a general trend of relative consistency of size classes and body conditions within and among scrub and Leucaena forest habitat types and more heterogeneity among ravine forest, savanna, and urban residential sites. Larger and more robust snakes were found within some savanna and urban habitat replicates, likely due to relative availability of larger prey. Compared to more homogeneous samples in the wet season, variability in size distributions and body conditions was greater during the dry season. Although there is evidence of habitat influencing Brown Treesnake populations at localized scales (e.g., the higher prevalence of larger snakes—particularly males—in savanna and urban sites), the level of variability among sites within habitat types indicates little ability to make meaningful predictions about these traits at unsampled locations. Seasonal variability within sites and habitats indicates that localized population characterization should include sampling in both wet and dry seasons. Extreme values at single replicates occasionally influenced overall habitat patterns, while pooling replicates masked variability among sites. A full understanding of population characteristics should include an assessment of variability both at the site and habitat level.
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spelling pubmed-54534422017-06-12 Quantile regression of microgeographic variation in population characteristics of an invasive vertebrate predator Siers, Shane R. Savidge, Julie A. Reed, Robert N. PLoS One Research Article Localized ecological conditions have the potential to induce variation in population characteristics such as size distributions and body conditions. The ability to generalize the influence of ecological characteristics on such population traits may be particularly meaningful when those traits influence prospects for successful management interventions. To characterize variability in invasive Brown Treesnake population attributes within and among habitat types, we conducted systematic and seasonally-balanced surveys, collecting 100 snakes from each of 18 sites: three replicates within each of six major habitat types comprising 95% of Guam’s geographic expanse. Our study constitutes one of the most comprehensive and controlled samplings of any published snake study. Quantile regression on snake size and body condition indicated significant ecological heterogeneity, with a general trend of relative consistency of size classes and body conditions within and among scrub and Leucaena forest habitat types and more heterogeneity among ravine forest, savanna, and urban residential sites. Larger and more robust snakes were found within some savanna and urban habitat replicates, likely due to relative availability of larger prey. Compared to more homogeneous samples in the wet season, variability in size distributions and body conditions was greater during the dry season. Although there is evidence of habitat influencing Brown Treesnake populations at localized scales (e.g., the higher prevalence of larger snakes—particularly males—in savanna and urban sites), the level of variability among sites within habitat types indicates little ability to make meaningful predictions about these traits at unsampled locations. Seasonal variability within sites and habitats indicates that localized population characterization should include sampling in both wet and dry seasons. Extreme values at single replicates occasionally influenced overall habitat patterns, while pooling replicates masked variability among sites. A full understanding of population characteristics should include an assessment of variability both at the site and habitat level. Public Library of Science 2017-06-01 /pmc/articles/PMC5453442/ /pubmed/28570632 http://dx.doi.org/10.1371/journal.pone.0177671 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication.
spellingShingle Research Article
Siers, Shane R.
Savidge, Julie A.
Reed, Robert N.
Quantile regression of microgeographic variation in population characteristics of an invasive vertebrate predator
title Quantile regression of microgeographic variation in population characteristics of an invasive vertebrate predator
title_full Quantile regression of microgeographic variation in population characteristics of an invasive vertebrate predator
title_fullStr Quantile regression of microgeographic variation in population characteristics of an invasive vertebrate predator
title_full_unstemmed Quantile regression of microgeographic variation in population characteristics of an invasive vertebrate predator
title_short Quantile regression of microgeographic variation in population characteristics of an invasive vertebrate predator
title_sort quantile regression of microgeographic variation in population characteristics of an invasive vertebrate predator
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5453442/
https://www.ncbi.nlm.nih.gov/pubmed/28570632
http://dx.doi.org/10.1371/journal.pone.0177671
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