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Open removal models with temporary emigration and population dynamics to inform invasive animal management

Removal sampling data are the primary source of monitoring information for many populations (e.g., invasive species, fisheries). Population dynamics, temporary emigration, and imperfect detection are common sources of variation in monitoring data and are key parameters for informing management. We d...

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Autores principales: Udell, Bradley, Martin, Julien, Romagosa, Christina, Waddle, Hardin, Johnson, Fred, Falk, Bryan, Yackel Adams, Amy, Funck, Sarah, Ketterlin, Jennifer, Suarez, Eric, Mazzotti, Frank
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9382647/
https://www.ncbi.nlm.nih.gov/pubmed/35991280
http://dx.doi.org/10.1002/ece3.9173
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author Udell, Bradley
Martin, Julien
Romagosa, Christina
Waddle, Hardin
Johnson, Fred
Falk, Bryan
Yackel Adams, Amy
Funck, Sarah
Ketterlin, Jennifer
Suarez, Eric
Mazzotti, Frank
author_facet Udell, Bradley
Martin, Julien
Romagosa, Christina
Waddle, Hardin
Johnson, Fred
Falk, Bryan
Yackel Adams, Amy
Funck, Sarah
Ketterlin, Jennifer
Suarez, Eric
Mazzotti, Frank
author_sort Udell, Bradley
collection PubMed
description Removal sampling data are the primary source of monitoring information for many populations (e.g., invasive species, fisheries). Population dynamics, temporary emigration, and imperfect detection are common sources of variation in monitoring data and are key parameters for informing management. We developed two open robust‐design removal models for simultaneously modeling population dynamics, temporary emigration, and imperfect detection: a random walk linear trend model (estimable without ancillary information), and a 2‐age class informed population model (InfoPM, closely related to integrated population models) that incorporated prior information for age‐structured vital rates and relative juvenile availability. We applied both models to multiyear, removal trapping time‐series of a large invasive lizard (Argentine black and white tegu, Salvator merianae) in three management areas of South Florida to evaluate the effectiveness of management programs. Although estimates of the two models were similar, the InfoPMs generally returned more precise estimates, partitioned dynamics into births, deaths, net migration, and provided a decision support tool to predict population dynamics under different effort scenarios while accounting for uncertainty. Trends in tegu superpopulation abundance estimates were increasing in two management areas despite generally high removal rates. However, tegu abundance appeared to decline in the Core management area, where trapping density was the highest and immigration the lowest. Finally, comparing abundance predictions of no‐removal scenarios to those estimated in each management area suggested significant population reductions due to management. These results suggest that local tegu population control via systematic trapping may be feasible with high enough trap density and limited immigration; and highlights the value of these trapping programs. We provided the first estimates of tegu abundance, capture probabilities, and population dynamics, which is critical for effective management. Furthermore, our models are applicable to a wide range of monitoring programs (e.g., carcass recovery or removal point‐counts).
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spelling pubmed-93826472022-08-19 Open removal models with temporary emigration and population dynamics to inform invasive animal management Udell, Bradley Martin, Julien Romagosa, Christina Waddle, Hardin Johnson, Fred Falk, Bryan Yackel Adams, Amy Funck, Sarah Ketterlin, Jennifer Suarez, Eric Mazzotti, Frank Ecol Evol Research Articles Removal sampling data are the primary source of monitoring information for many populations (e.g., invasive species, fisheries). Population dynamics, temporary emigration, and imperfect detection are common sources of variation in monitoring data and are key parameters for informing management. We developed two open robust‐design removal models for simultaneously modeling population dynamics, temporary emigration, and imperfect detection: a random walk linear trend model (estimable without ancillary information), and a 2‐age class informed population model (InfoPM, closely related to integrated population models) that incorporated prior information for age‐structured vital rates and relative juvenile availability. We applied both models to multiyear, removal trapping time‐series of a large invasive lizard (Argentine black and white tegu, Salvator merianae) in three management areas of South Florida to evaluate the effectiveness of management programs. Although estimates of the two models were similar, the InfoPMs generally returned more precise estimates, partitioned dynamics into births, deaths, net migration, and provided a decision support tool to predict population dynamics under different effort scenarios while accounting for uncertainty. Trends in tegu superpopulation abundance estimates were increasing in two management areas despite generally high removal rates. However, tegu abundance appeared to decline in the Core management area, where trapping density was the highest and immigration the lowest. Finally, comparing abundance predictions of no‐removal scenarios to those estimated in each management area suggested significant population reductions due to management. These results suggest that local tegu population control via systematic trapping may be feasible with high enough trap density and limited immigration; and highlights the value of these trapping programs. We provided the first estimates of tegu abundance, capture probabilities, and population dynamics, which is critical for effective management. Furthermore, our models are applicable to a wide range of monitoring programs (e.g., carcass recovery or removal point‐counts). John Wiley and Sons Inc. 2022-08-17 /pmc/articles/PMC9382647/ /pubmed/35991280 http://dx.doi.org/10.1002/ece3.9173 Text en © 2022 The Authors. Ecology and Evolution published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Udell, Bradley
Martin, Julien
Romagosa, Christina
Waddle, Hardin
Johnson, Fred
Falk, Bryan
Yackel Adams, Amy
Funck, Sarah
Ketterlin, Jennifer
Suarez, Eric
Mazzotti, Frank
Open removal models with temporary emigration and population dynamics to inform invasive animal management
title Open removal models with temporary emigration and population dynamics to inform invasive animal management
title_full Open removal models with temporary emigration and population dynamics to inform invasive animal management
title_fullStr Open removal models with temporary emigration and population dynamics to inform invasive animal management
title_full_unstemmed Open removal models with temporary emigration and population dynamics to inform invasive animal management
title_short Open removal models with temporary emigration and population dynamics to inform invasive animal management
title_sort open removal models with temporary emigration and population dynamics to inform invasive animal management
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9382647/
https://www.ncbi.nlm.nih.gov/pubmed/35991280
http://dx.doi.org/10.1002/ece3.9173
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