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Direct and Indirect Effects of Environmental Temperature on the Evolution of Reproductive Strategies: An Information‐Theoretic Approach
For ectotherms, environmental temperature affects the optimal size and number of offspring via multiple mechanisms. First, temperature influences the performance of offspring, which directly affects the optimal size of offspring. Second, temperature influences maternal body size, which indirectly af...
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Published in: | The American naturalist 2006-10, Vol.168 (4), p.E123-E135 |
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description | For ectotherms, environmental temperature affects the optimal size and number of offspring via multiple mechanisms. First, temperature influences the performance of offspring, which directly affects the optimal size of offspring. Second, temperature influences maternal body size, which indirectly affects the optimal size and/or number of offspring when larger females acquire more energetic resources or provide better parental care. Although traditional statistical approaches might distinguish the relative importance of these effects, an information‐theoretic approach enables one to estimate effects more accurately by identifying the best evolutionary model in a set of candidate models. Here, we use the Akaike Information Criterion to calculate the likelihoods of seven path models, each derived from one or more optimality models of reproduction. Variation in reproductive traits among populations of lizards (Sceloporus undulatus) was used to quantify support for the models. Our results overwhelmingly supported a model based on an indirect effect of temperature that is mediated by maternal size. Path coefficients of this model were consistent with the hypotheses that, first, larger females can acquire more energy for reproduction and, second, the survival of offspring depends on both their size and their density. Our analyses exemplify how information theory can identify evolutionary hypotheses that merit experimental testing. |
doi_str_mv | 10.1086/507880 |
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Here, we use the Akaike Information Criterion to calculate the likelihoods of seven path models, each derived from one or more optimality models of reproduction. Variation in reproductive traits among populations of lizards (Sceloporus undulatus) was used to quantify support for the models. Our results overwhelmingly supported a model based on an indirect effect of temperature that is mediated by maternal size. Path coefficients of this model were consistent with the hypotheses that, first, larger females can acquire more energy for reproduction and, second, the survival of offspring depends on both their size and their density. Our analyses exemplify how information theory can identify evolutionary hypotheses that merit experimental testing.</description><identifier>ISSN: 0003-0147</identifier><identifier>EISSN: 1537-5323</identifier><identifier>DOI: 10.1086/507880</identifier><identifier>PMID: 17004215</identifier><language>eng</language><publisher>United States: The University of Chicago Press</publisher><subject>Ambient temperature ; Animals ; Biological Evolution ; Body Weights and Measures ; Clutch size ; Eggs ; Environment ; Evolution ; E‐Note ; Female ; Information Theory ; Lacertilia ; Likelihood Functions ; Lizards - physiology ; Male ; Modeling ; Models, Biological ; Parametric models ; Population Density ; Raw data ; Reproduction - physiology ; Reproductive traits ; Sceloporus undulatus ; Temperature ; Temperature effects</subject><ispartof>The American naturalist, 2006-10, Vol.168 (4), p.E123-E135</ispartof><rights>2006 by The University of Chicago.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c365t-d05f551374f081f15aebbb2fdfa0f39957c188ea866565494bae89c5ce9d17203</citedby><cites>FETCH-LOGICAL-c365t-d05f551374f081f15aebbb2fdfa0f39957c188ea866565494bae89c5ce9d17203</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27903,27904</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/17004215$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Raymond B. Huey</contributor><contributor>Jonathan B. Losos</contributor><creatorcontrib>Angilletta Jr, Michael J.</creatorcontrib><creatorcontrib>Oufiero, Christopher E.</creatorcontrib><creatorcontrib>Leaché, Adam D.</creatorcontrib><title>Direct and Indirect Effects of Environmental Temperature on the Evolution of Reproductive Strategies: An Information‐Theoretic Approach</title><title>The American naturalist</title><addtitle>Am Nat</addtitle><description>For ectotherms, environmental temperature affects the optimal size and number of offspring via multiple mechanisms. First, temperature influences the performance of offspring, which directly affects the optimal size of offspring. Second, temperature influences maternal body size, which indirectly affects the optimal size and/or number of offspring when larger females acquire more energetic resources or provide better parental care. Although traditional statistical approaches might distinguish the relative importance of these effects, an information‐theoretic approach enables one to estimate effects more accurately by identifying the best evolutionary model in a set of candidate models. Here, we use the Akaike Information Criterion to calculate the likelihoods of seven path models, each derived from one or more optimality models of reproduction. Variation in reproductive traits among populations of lizards (Sceloporus undulatus) was used to quantify support for the models. Our results overwhelmingly supported a model based on an indirect effect of temperature that is mediated by maternal size. Path coefficients of this model were consistent with the hypotheses that, first, larger females can acquire more energy for reproduction and, second, the survival of offspring depends on both their size and their density. Our analyses exemplify how information theory can identify evolutionary hypotheses that merit experimental testing.</description><subject>Ambient temperature</subject><subject>Animals</subject><subject>Biological Evolution</subject><subject>Body Weights and Measures</subject><subject>Clutch size</subject><subject>Eggs</subject><subject>Environment</subject><subject>Evolution</subject><subject>E‐Note</subject><subject>Female</subject><subject>Information Theory</subject><subject>Lacertilia</subject><subject>Likelihood Functions</subject><subject>Lizards - physiology</subject><subject>Male</subject><subject>Modeling</subject><subject>Models, Biological</subject><subject>Parametric models</subject><subject>Population Density</subject><subject>Raw data</subject><subject>Reproduction - physiology</subject><subject>Reproductive traits</subject><subject>Sceloporus undulatus</subject><subject>Temperature</subject><subject>Temperature effects</subject><issn>0003-0147</issn><issn>1537-5323</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2006</creationdate><recordtype>article</recordtype><recordid>eNqF0cFq3DAQBmARUppt2jxCESTk5lZaWbaU25Js20Cg0G7PRpZHWS225EryQm699pZn7JNUwQvpJfQ0_PDpH9AgdEbJB0pE9ZGTWghyhBaUs7rgbMmO0YIQwgpCy_oEvYlxl6MsJX-NTmhNSLmkfIF-39gAOmHlOnzrujmsjckjYm_w2u1t8G4Al1SPNzCMEFSaAmDvcNoCXu99PyWbU9bfYAy-m3Sye8DfU5ZwbyFe4ZXL7caHQT3RP78eN1vwAZLVeDXmN0pv36JXRvUR3h3mKfrxab25_lLcff18e726KzSreCo6wg3nlNWlIYIayhW0bbs0nVHEMCl5rakQoERV8YqXsmwVCKm5BtnReknYKbqce_PanxPE1Aw2auh75cBPsamEkJJK_l9IJROy-hfq4GMMYJox2EGFh4aS5uk6zXydDN8fGqd2gO6ZHc6RwcUMJr21Wt37MUCMzc5PweU_ee45n9kuJh9e2vYXy7OkKw</recordid><startdate>20061001</startdate><enddate>20061001</enddate><creator>Angilletta Jr, Michael J.</creator><creator>Oufiero, Christopher E.</creator><creator>Leaché, Adam D.</creator><general>The University of Chicago Press</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SN</scope><scope>7ST</scope><scope>7U6</scope><scope>C1K</scope><scope>7X8</scope></search><sort><creationdate>20061001</creationdate><title>Direct and Indirect Effects of Environmental Temperature on the Evolution of Reproductive Strategies: An Information‐Theoretic Approach</title><author>Angilletta Jr, Michael J. ; Oufiero, Christopher E. ; Leaché, Adam D.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c365t-d05f551374f081f15aebbb2fdfa0f39957c188ea866565494bae89c5ce9d17203</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2006</creationdate><topic>Ambient temperature</topic><topic>Animals</topic><topic>Biological Evolution</topic><topic>Body Weights and Measures</topic><topic>Clutch size</topic><topic>Eggs</topic><topic>Environment</topic><topic>Evolution</topic><topic>E‐Note</topic><topic>Female</topic><topic>Information Theory</topic><topic>Lacertilia</topic><topic>Likelihood Functions</topic><topic>Lizards - physiology</topic><topic>Male</topic><topic>Modeling</topic><topic>Models, Biological</topic><topic>Parametric models</topic><topic>Population Density</topic><topic>Raw data</topic><topic>Reproduction - physiology</topic><topic>Reproductive traits</topic><topic>Sceloporus undulatus</topic><topic>Temperature</topic><topic>Temperature effects</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Angilletta Jr, Michael J.</creatorcontrib><creatorcontrib>Oufiero, Christopher E.</creatorcontrib><creatorcontrib>Leaché, Adam D.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Ecology Abstracts</collection><collection>Environment Abstracts</collection><collection>Sustainability Science Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>MEDLINE - Academic</collection><jtitle>The American naturalist</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Angilletta Jr, Michael J.</au><au>Oufiero, Christopher E.</au><au>Leaché, Adam D.</au><au>Raymond B. Huey</au><au>Jonathan B. Losos</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Direct and Indirect Effects of Environmental Temperature on the Evolution of Reproductive Strategies: An Information‐Theoretic Approach</atitle><jtitle>The American naturalist</jtitle><addtitle>Am Nat</addtitle><date>2006-10-01</date><risdate>2006</risdate><volume>168</volume><issue>4</issue><spage>E123</spage><epage>E135</epage><pages>E123-E135</pages><issn>0003-0147</issn><eissn>1537-5323</eissn><abstract>For ectotherms, environmental temperature affects the optimal size and number of offspring via multiple mechanisms. First, temperature influences the performance of offspring, which directly affects the optimal size of offspring. Second, temperature influences maternal body size, which indirectly affects the optimal size and/or number of offspring when larger females acquire more energetic resources or provide better parental care. Although traditional statistical approaches might distinguish the relative importance of these effects, an information‐theoretic approach enables one to estimate effects more accurately by identifying the best evolutionary model in a set of candidate models. Here, we use the Akaike Information Criterion to calculate the likelihoods of seven path models, each derived from one or more optimality models of reproduction. Variation in reproductive traits among populations of lizards (Sceloporus undulatus) was used to quantify support for the models. Our results overwhelmingly supported a model based on an indirect effect of temperature that is mediated by maternal size. Path coefficients of this model were consistent with the hypotheses that, first, larger females can acquire more energy for reproduction and, second, the survival of offspring depends on both their size and their density. Our analyses exemplify how information theory can identify evolutionary hypotheses that merit experimental testing.</abstract><cop>United States</cop><pub>The University of Chicago Press</pub><pmid>17004215</pmid><doi>10.1086/507880</doi></addata></record> |
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subjects | Ambient temperature Animals Biological Evolution Body Weights and Measures Clutch size Eggs Environment Evolution E‐Note Female Information Theory Lacertilia Likelihood Functions Lizards - physiology Male Modeling Models, Biological Parametric models Population Density Raw data Reproduction - physiology Reproductive traits Sceloporus undulatus Temperature Temperature effects |
title | Direct and Indirect Effects of Environmental Temperature on the Evolution of Reproductive Strategies: An Information‐Theoretic Approach |
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