Multiple‐batch spawning as a bet‐hedging strategy in highly stochastic environments: An exploratory analysis of Atlantic cod

Abstract Stochastic environments shape life‐history traits and can promote selection for risk‐spreading strategies, such as bet‐hedging. Although the strategy has often been hypothesized to exist for various species, empirical tests providing firm evidence have been rare, mainly due to the challenge...

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Main Authors: Sara Hočevar, Jeffrey A. Hutchings, Anna Kuparinen
Format: Article
Language:English
Published: Wiley 2021-08-01
Series:Evolutionary Applications
Subjects:
Online Access:https://doi.org/10.1111/eva.13251
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spelling doaj-b5441f2064404d8490e85d2a14c86db32021-08-18T13:02:00ZengWileyEvolutionary Applications1752-45712021-08-011481980199210.1111/eva.13251Multiple‐batch spawning as a bet‐hedging strategy in highly stochastic environments: An exploratory analysis of Atlantic codSara Hočevar0Jeffrey A. Hutchings1Anna Kuparinen2Department of Biological and Environmental Science University of Jyväskylä Jyväskylä FinlandDepartment of Biological and Environmental Science University of Jyväskylä Jyväskylä FinlandDepartment of Biological and Environmental Science University of Jyväskylä Jyväskylä FinlandAbstract Stochastic environments shape life‐history traits and can promote selection for risk‐spreading strategies, such as bet‐hedging. Although the strategy has often been hypothesized to exist for various species, empirical tests providing firm evidence have been rare, mainly due to the challenge in tracking fitness across generations. Here, we take a ‘proof of principle’ approach to explore whether the reproductive strategy of multiple‐batch spawning constitutes a bet‐hedging. We used Atlantic cod (Gadus morhua) as the study species and parameterized an eco‐evolutionary model, using empirical data on size‐related reproductive and survival traits. To evaluate the fitness benefits of multiple‐batch spawning (within a single breeding period), the mechanistic model separately simulated multiple‐batch and single‐batch spawning populations under temporally varying environments. We followed the arithmetic and geometric mean fitness associated with both strategies and quantified the mean changes in fitness under several environmental stochasticity levels. We found that, by spreading the environmental risk among batches, multiple‐batch spawning increases fitness under fluctuating environmental conditions. The multiple‐batch spawning trait is, thus, advantageous and acts as a bet‐hedging strategy when the environment is exceptionally unpredictable. Our research identifies an analytically flexible, stochastic, life‐history modelling approach to explore the fitness consequences of a risk‐spreading strategy and elucidates the importance of evolutionary applications to life‐history diversity.https://doi.org/10.1111/eva.13251Atlantic codbet‐hedgingenvironmental stochasticityfitnessmultiple‐batch spawningrisk‐spreading
collection DOAJ
language English
format Article
sources DOAJ
author Sara Hočevar
Jeffrey A. Hutchings
Anna Kuparinen
spellingShingle Sara Hočevar
Jeffrey A. Hutchings
Anna Kuparinen
Multiple‐batch spawning as a bet‐hedging strategy in highly stochastic environments: An exploratory analysis of Atlantic cod
Evolutionary Applications
Atlantic cod
bet‐hedging
environmental stochasticity
fitness
multiple‐batch spawning
risk‐spreading
author_facet Sara Hočevar
Jeffrey A. Hutchings
Anna Kuparinen
author_sort Sara Hočevar
title Multiple‐batch spawning as a bet‐hedging strategy in highly stochastic environments: An exploratory analysis of Atlantic cod
title_short Multiple‐batch spawning as a bet‐hedging strategy in highly stochastic environments: An exploratory analysis of Atlantic cod
title_full Multiple‐batch spawning as a bet‐hedging strategy in highly stochastic environments: An exploratory analysis of Atlantic cod
title_fullStr Multiple‐batch spawning as a bet‐hedging strategy in highly stochastic environments: An exploratory analysis of Atlantic cod
title_full_unstemmed Multiple‐batch spawning as a bet‐hedging strategy in highly stochastic environments: An exploratory analysis of Atlantic cod
title_sort multiple‐batch spawning as a bet‐hedging strategy in highly stochastic environments: an exploratory analysis of atlantic cod
publisher Wiley
series Evolutionary Applications
issn 1752-4571
publishDate 2021-08-01
description Abstract Stochastic environments shape life‐history traits and can promote selection for risk‐spreading strategies, such as bet‐hedging. Although the strategy has often been hypothesized to exist for various species, empirical tests providing firm evidence have been rare, mainly due to the challenge in tracking fitness across generations. Here, we take a ‘proof of principle’ approach to explore whether the reproductive strategy of multiple‐batch spawning constitutes a bet‐hedging. We used Atlantic cod (Gadus morhua) as the study species and parameterized an eco‐evolutionary model, using empirical data on size‐related reproductive and survival traits. To evaluate the fitness benefits of multiple‐batch spawning (within a single breeding period), the mechanistic model separately simulated multiple‐batch and single‐batch spawning populations under temporally varying environments. We followed the arithmetic and geometric mean fitness associated with both strategies and quantified the mean changes in fitness under several environmental stochasticity levels. We found that, by spreading the environmental risk among batches, multiple‐batch spawning increases fitness under fluctuating environmental conditions. The multiple‐batch spawning trait is, thus, advantageous and acts as a bet‐hedging strategy when the environment is exceptionally unpredictable. Our research identifies an analytically flexible, stochastic, life‐history modelling approach to explore the fitness consequences of a risk‐spreading strategy and elucidates the importance of evolutionary applications to life‐history diversity.
topic Atlantic cod
bet‐hedging
environmental stochasticity
fitness
multiple‐batch spawning
risk‐spreading
url https://doi.org/10.1111/eva.13251
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AT jeffreyahutchings multiplebatchspawningasabethedgingstrategyinhighlystochasticenvironmentsanexploratoryanalysisofatlanticcod
AT annakuparinen multiplebatchspawningasabethedgingstrategyinhighlystochasticenvironmentsanexploratoryanalysisofatlanticcod
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