Sensitivity analysis of the recovery time for a population under the impact of an environmental disturbance

Wildlife populations are often affected by natural or artificial disasters that reduce their vital rates leading to drastic fluctuations in population dynamics. We use a stage‐structured matrix model to study the recovery process of a population given an environmental disturbance. We focus on the ti...

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Published in:Natural Resource Modeling
Main Authors: Ackleh, A.S., Caswell, H., Chiquet, R.A., Tang, T., Veprauskas, A.
Format: Article in Journal/Newspaper
Language:English
Published: 2019
Subjects:
Online Access:https://dare.uva.nl/personal/pure/en/publications/sensitivity-analysis-of-the-recovery-time-for-a-population-under-the-impact-of-an-environmental-disturbance(5da8fc33-3ec8-428c-b6b0-d320130ba809).html
https://doi.org/10.1111/nrm.12166
https://hdl.handle.net/11245.1/5da8fc33-3ec8-428c-b6b0-d320130ba809
https://pure.uva.nl/ws/files/34528666/Ackleh_et_al_2019_Natural_Resource_Modeling.pdf
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spelling ftunivamstpubl:oai:dare.uva.nl:openaire_cris_publications/5da8fc33-3ec8-428c-b6b0-d320130ba809 2024-10-06T13:53:00+00:00 Sensitivity analysis of the recovery time for a population under the impact of an environmental disturbance Ackleh, A.S. Caswell, H. Chiquet, R.A. Tang, T. Veprauskas, A. 2019-02 application/pdf https://dare.uva.nl/personal/pure/en/publications/sensitivity-analysis-of-the-recovery-time-for-a-population-under-the-impact-of-an-environmental-disturbance(5da8fc33-3ec8-428c-b6b0-d320130ba809).html https://doi.org/10.1111/nrm.12166 https://hdl.handle.net/11245.1/5da8fc33-3ec8-428c-b6b0-d320130ba809 https://pure.uva.nl/ws/files/34528666/Ackleh_et_al_2019_Natural_Resource_Modeling.pdf eng eng https://dare.uva.nl/personal/pure/en/publications/sensitivity-analysis-of-the-recovery-time-for-a-population-under-the-impact-of-an-environmental-disturbance(5da8fc33-3ec8-428c-b6b0-d320130ba809).html info:eu-repo/semantics/openAccess Ackleh , A S , Caswell , H , Chiquet , R A , Tang , T & Veprauskas , A 2019 , ' Sensitivity analysis of the recovery time for a population under the impact of an environmental disturbance ' , Natural Resource Modeling , vol. 32 , no. 1 , e12166 . https://doi.org/10.1111/nrm.12166 article 2019 ftunivamstpubl https://doi.org/10.1111/nrm.12166 2024-09-12T16:38:38Z Wildlife populations are often affected by natural or artificial disasters that reduce their vital rates leading to drastic fluctuations in population dynamics. We use a stage‐structured matrix model to study the recovery process of a population given an environmental disturbance. We focus on the time it takes the population to recover to its pre‐event level and develop general formulas to calculate the sensitivity and elasticity of the recovery time to changes in the initial population, vital rates, and event severity. Our results suggest that the recovery time is independent of the initial population size but it is sensitive to the initial structure. Moreover, the recovery time is more sensitive to reductions in vital rates than to the duration of the impact of the event. We explore an application of the model to the sperm whale population in Gulf of Mexico following a disturbance such as the Deepwater Horizon oil spill. Recommendations for Resource Managers Understanding a population's recovery process following a disturbance is important for management and conservation decisions. This study establishes a general framework that makes it possible to identify the key components in the recovery process. When applied to a sperm whale population, the recovery time appears to be most sensitive to changes in survival. In addition, the magnitude of impact of a disturbance may have a greater impact on the recovery time than the duration of impact of the disturbance. Article in Journal/Newspaper Sperm whale Universiteit van Amsterdam: Digital Academic Repository (UvA DARE) Natural Resource Modeling 32 1
institution Open Polar
collection Universiteit van Amsterdam: Digital Academic Repository (UvA DARE)
op_collection_id ftunivamstpubl
language English
description Wildlife populations are often affected by natural or artificial disasters that reduce their vital rates leading to drastic fluctuations in population dynamics. We use a stage‐structured matrix model to study the recovery process of a population given an environmental disturbance. We focus on the time it takes the population to recover to its pre‐event level and develop general formulas to calculate the sensitivity and elasticity of the recovery time to changes in the initial population, vital rates, and event severity. Our results suggest that the recovery time is independent of the initial population size but it is sensitive to the initial structure. Moreover, the recovery time is more sensitive to reductions in vital rates than to the duration of the impact of the event. We explore an application of the model to the sperm whale population in Gulf of Mexico following a disturbance such as the Deepwater Horizon oil spill. Recommendations for Resource Managers Understanding a population's recovery process following a disturbance is important for management and conservation decisions. This study establishes a general framework that makes it possible to identify the key components in the recovery process. When applied to a sperm whale population, the recovery time appears to be most sensitive to changes in survival. In addition, the magnitude of impact of a disturbance may have a greater impact on the recovery time than the duration of impact of the disturbance.
format Article in Journal/Newspaper
author Ackleh, A.S.
Caswell, H.
Chiquet, R.A.
Tang, T.
Veprauskas, A.
spellingShingle Ackleh, A.S.
Caswell, H.
Chiquet, R.A.
Tang, T.
Veprauskas, A.
Sensitivity analysis of the recovery time for a population under the impact of an environmental disturbance
author_facet Ackleh, A.S.
Caswell, H.
Chiquet, R.A.
Tang, T.
Veprauskas, A.
author_sort Ackleh, A.S.
title Sensitivity analysis of the recovery time for a population under the impact of an environmental disturbance
title_short Sensitivity analysis of the recovery time for a population under the impact of an environmental disturbance
title_full Sensitivity analysis of the recovery time for a population under the impact of an environmental disturbance
title_fullStr Sensitivity analysis of the recovery time for a population under the impact of an environmental disturbance
title_full_unstemmed Sensitivity analysis of the recovery time for a population under the impact of an environmental disturbance
title_sort sensitivity analysis of the recovery time for a population under the impact of an environmental disturbance
publishDate 2019
url https://dare.uva.nl/personal/pure/en/publications/sensitivity-analysis-of-the-recovery-time-for-a-population-under-the-impact-of-an-environmental-disturbance(5da8fc33-3ec8-428c-b6b0-d320130ba809).html
https://doi.org/10.1111/nrm.12166
https://hdl.handle.net/11245.1/5da8fc33-3ec8-428c-b6b0-d320130ba809
https://pure.uva.nl/ws/files/34528666/Ackleh_et_al_2019_Natural_Resource_Modeling.pdf
genre Sperm whale
genre_facet Sperm whale
op_source Ackleh , A S , Caswell , H , Chiquet , R A , Tang , T & Veprauskas , A 2019 , ' Sensitivity analysis of the recovery time for a population under the impact of an environmental disturbance ' , Natural Resource Modeling , vol. 32 , no. 1 , e12166 . https://doi.org/10.1111/nrm.12166
op_relation https://dare.uva.nl/personal/pure/en/publications/sensitivity-analysis-of-the-recovery-time-for-a-population-under-the-impact-of-an-environmental-disturbance(5da8fc33-3ec8-428c-b6b0-d320130ba809).html
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container_title Natural Resource Modeling
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