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The trait‐mediated trade‐off between growth and survival depends on tree sizes and environmental conditions

Interspecific relationships between growth and survival are critical determinants of tree species diversity maintenance in forests. The trade‐offs between growth and survival in co‐occurring tree species are believed to arise along a continuum of life‐history strategies. For example, co‐occurring sp...

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Published in:The Journal of ecology 2023-08, Vol.111 (8), p.1777-1793
Main Authors: Iida, Yoshiko, Niiyama, Kaoru, Aiba, Shin‐ichiro, Kurokawa, Hiroko, Kondo, Shuntaro, Mukai, Mana, Mori, Akira S., Saito, Satoshi, Sun, Yi, Umeki, Kiyoshi
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creator Iida, Yoshiko
Niiyama, Kaoru
Aiba, Shin‐ichiro
Kurokawa, Hiroko
Kondo, Shuntaro
Mukai, Mana
Mori, Akira S.
Saito, Satoshi
Sun, Yi
Umeki, Kiyoshi
description Interspecific relationships between growth and survival are critical determinants of tree species diversity maintenance in forests. The trade‐offs between growth and survival in co‐occurring tree species are believed to arise along a continuum of life‐history strategies. For example, co‐occurring species range from those that grow slowly and survive well in resource‐poor environments to those that grow quickly but have low survival rates in resource‐rich environments. However, uncertainties remain regarding how growth–survival trade‐offs are related to species traits, tree sizes or environmental conditions. We examined how the relationships between species traits and growth–survival relationships shift in response to changes in stem sizes and across census periods with different climate conditions (frequency of strong winds, drought intensity) across 45 co‐occurring tree species based on 23 years of growth and survival records in a warm temperate rainforest on Yakushima Island, Japan. We developed hierarchical Bayesian models of relative growth and survival rates, including leaf traits, wood density and 95‐percentile maximum stem diameter as explanatory variables. We tested the relationships between estimated trait‐mediated growth–survival relationships and the indices of climate events during five census periods. Each trait's effects on growth–survival relationships differed across the five census periods in response to climate conditions. Interspecific growth–survival relationships affected by a single trait axis for leaves or wood tended to be negative. In contrast, those affected by the maximum stem diameter tended to be positive. Such trends increased with more frequent strong winds or more intense droughts. The single‐trait effects on growth–survival relationships were stronger for smaller sizes than for larger sizes. For all traits combined, we found a significant growth–survival trade‐off only for small‐sized stems in three of five census periods. Synthesis. Our results indicate that the effect of species traits on the growth–survival relationships depended on tree sizes, the census periods or both in response to the frequency or intensity of climate events. We argue the importance of incorporating spatial and temporal variations in environmental conditions into long‐term data from tree census to predict forest dynamics. 要旨 成長と生存の種間関係は森林の樹木種多様性維持機構における重要な決定要因の一つである。共存樹種における成長と生存のトレード・オフは種の生活史戦略の変異軸に沿って生じると考えられる。例えば、共存する樹種には、資源が乏しい環境下で成長は遅いが生存率が高い種か
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The trade‐offs between growth and survival in co‐occurring tree species are believed to arise along a continuum of life‐history strategies. For example, co‐occurring species range from those that grow slowly and survive well in resource‐poor environments to those that grow quickly but have low survival rates in resource‐rich environments. However, uncertainties remain regarding how growth–survival trade‐offs are related to species traits, tree sizes or environmental conditions. We examined how the relationships between species traits and growth–survival relationships shift in response to changes in stem sizes and across census periods with different climate conditions (frequency of strong winds, drought intensity) across 45 co‐occurring tree species based on 23 years of growth and survival records in a warm temperate rainforest on Yakushima Island, Japan. We developed hierarchical Bayesian models of relative growth and survival rates, including leaf traits, wood density and 95‐percentile maximum stem diameter as explanatory variables. We tested the relationships between estimated trait‐mediated growth–survival relationships and the indices of climate events during five census periods. Each trait's effects on growth–survival relationships differed across the five census periods in response to climate conditions. Interspecific growth–survival relationships affected by a single trait axis for leaves or wood tended to be negative. In contrast, those affected by the maximum stem diameter tended to be positive. Such trends increased with more frequent strong winds or more intense droughts. The single‐trait effects on growth–survival relationships were stronger for smaller sizes than for larger sizes. For all traits combined, we found a significant growth–survival trade‐off only for small‐sized stems in three of five census periods. Synthesis. Our results indicate that the effect of species traits on the growth–survival relationships depended on tree sizes, the census periods or both in response to the frequency or intensity of climate events. We argue the importance of incorporating spatial and temporal variations in environmental conditions into long‐term data from tree census to predict forest dynamics. 要旨 成長と生存の種間関係は森林の樹木種多様性維持機構における重要な決定要因の一つである。共存樹種における成長と生存のトレード・オフは種の生活史戦略の変異軸に沿って生じると考えられる。例えば、共存する樹種には、資源が乏しい環境下で成長は遅いが生存率が高い種から、資源が豊富な環境下で成長は早いが生存率が低い種まで、様々な種が存在する。しかし、成長と生存のトレード・オフの関係が、種形質、樹木の個体サイズ、環境条件とどのように関連しているかについては未解明である。 そこで、屋久島の暖温帯雨林における23年間の成長・生存記録に基づき、45種の共存樹種において、樹木の個体サイズや気候条件(強風の頻度、乾燥強度)の違いによって、種形質と成長・生存との関係性がどのように変化するかを検討した。葉の形質、材密度、最大サイズといった種形質を説明変数として、相対成長率および生存率の階層ベイズモデルを作成した。また、形質をもとに推定した成長・生存の関係と、5つのセンサス期間の気候イベントの強さとの関係を検証した。 各形質が種間の成長―生存関係に及ぼす効果は、気候条件に応じて5つのセンサス期間で異なっていた。葉形質や材密度に影響される成長―生存関係は負になる傾向があった。一方、最大サイズに影響される成長―生存関係は正の傾向を示した。これらの傾向は、強風の頻度が高い期間ほど、あるいは乾燥が強い期間ほど多くみられた。このような成長―生存関係に対する単一形質の効果は、樹木の個体サイズが小さい時により強くなった。解析に用いたすべての種形質の複合的な効果を考慮した場合、5つのセンサス期間のうち3つの期間において、個体サイズが小さい時のみ、成長と生存のトレード・オフ関係が有意であった。 本研究の結果により、共存する樹種間の種形質が成長―生存関係に及ぼす影響は、樹木の個体サイズや気候イベントの頻度や強度、またはその両方に左右されることが示された。森林の動態を予測するためには、樹木センサスの長期データに環境条件の空間的・時間的変動を取り入れることが重要である。 Results indicate that the effect of species traits on the growth–survival relationships depended on tree sizes, the census periods, or both in response to the frequency or intensity of climate events. The authors argue the importance of incorporating spatial and temporal variations in environmental conditions into long‐term data from tree census to predict forest dynamics.</description><identifier>ISSN: 0022-0477</identifier><identifier>EISSN: 1365-2745</identifier><identifier>DOI: 10.1111/1365-2745.14146</identifier><language>eng</language><publisher>Oxford: Blackwell Publishing Ltd</publisher><subject>Bayesian analysis ; Census ; Censuses ; Climate ; Climatic conditions ; Drought ; Environmental conditions ; Forest ecosystems ; functional trait ; Growth ; Interspecific relationships ; Leaves ; Mathematical models ; Plant diversity ; Plant species ; Probability theory ; Rainforests ; relative growth rate ; Species diversity ; Stems ; Survival ; Temporal variations ; trade‐off ; Trees ; typhoon disturbance ; wind disturbance ; Winds ; Wood</subject><ispartof>The Journal of ecology, 2023-08, Vol.111 (8), p.1777-1793</ispartof><rights>2023 The Authors. Journal of Ecology © 2023 British Ecological Society.</rights><rights>Journal of Ecology © 2023 British Ecological Society</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3596-5907698657f52618b8ffa303f5e8936dbd728aedb27bd69bda5cf5342eac01ba3</citedby><cites>FETCH-LOGICAL-c3596-5907698657f52618b8ffa303f5e8936dbd728aedb27bd69bda5cf5342eac01ba3</cites><orcidid>0000-0002-1530-7414 ; 0000-0002-6520-9011 ; 0000-0003-4412-2117 ; 0000-0002-3844-0138 ; 0000-0001-8778-8045 ; 0000-0002-8422-1198 ; 0000-0002-1200-6560 ; 0000-0001-6544-0101 ; 0000-0002-0349-2915</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids></links><search><creatorcontrib>Iida, Yoshiko</creatorcontrib><creatorcontrib>Niiyama, Kaoru</creatorcontrib><creatorcontrib>Aiba, Shin‐ichiro</creatorcontrib><creatorcontrib>Kurokawa, Hiroko</creatorcontrib><creatorcontrib>Kondo, Shuntaro</creatorcontrib><creatorcontrib>Mukai, Mana</creatorcontrib><creatorcontrib>Mori, Akira S.</creatorcontrib><creatorcontrib>Saito, Satoshi</creatorcontrib><creatorcontrib>Sun, Yi</creatorcontrib><creatorcontrib>Umeki, Kiyoshi</creatorcontrib><title>The trait‐mediated trade‐off between growth and survival depends on tree sizes and environmental conditions</title><title>The Journal of ecology</title><description>Interspecific relationships between growth and survival are critical determinants of tree species diversity maintenance in forests. The trade‐offs between growth and survival in co‐occurring tree species are believed to arise along a continuum of life‐history strategies. For example, co‐occurring species range from those that grow slowly and survive well in resource‐poor environments to those that grow quickly but have low survival rates in resource‐rich environments. However, uncertainties remain regarding how growth–survival trade‐offs are related to species traits, tree sizes or environmental conditions. We examined how the relationships between species traits and growth–survival relationships shift in response to changes in stem sizes and across census periods with different climate conditions (frequency of strong winds, drought intensity) across 45 co‐occurring tree species based on 23 years of growth and survival records in a warm temperate rainforest on Yakushima Island, Japan. We developed hierarchical Bayesian models of relative growth and survival rates, including leaf traits, wood density and 95‐percentile maximum stem diameter as explanatory variables. We tested the relationships between estimated trait‐mediated growth–survival relationships and the indices of climate events during five census periods. Each trait's effects on growth–survival relationships differed across the five census periods in response to climate conditions. Interspecific growth–survival relationships affected by a single trait axis for leaves or wood tended to be negative. In contrast, those affected by the maximum stem diameter tended to be positive. Such trends increased with more frequent strong winds or more intense droughts. The single‐trait effects on growth–survival relationships were stronger for smaller sizes than for larger sizes. For all traits combined, we found a significant growth–survival trade‐off only for small‐sized stems in three of five census periods. Synthesis. Our results indicate that the effect of species traits on the growth–survival relationships depended on tree sizes, the census periods or both in response to the frequency or intensity of climate events. We argue the importance of incorporating spatial and temporal variations in environmental conditions into long‐term data from tree census to predict forest dynamics. 要旨 成長と生存の種間関係は森林の樹木種多様性維持機構における重要な決定要因の一つである。共存樹種における成長と生存のトレード・オフは種の生活史戦略の変異軸に沿って生じると考えられる。例えば、共存する樹種には、資源が乏しい環境下で成長は遅いが生存率が高い種から、資源が豊富な環境下で成長は早いが生存率が低い種まで、様々な種が存在する。しかし、成長と生存のトレード・オフの関係が、種形質、樹木の個体サイズ、環境条件とどのように関連しているかについては未解明である。 そこで、屋久島の暖温帯雨林における23年間の成長・生存記録に基づき、45種の共存樹種において、樹木の個体サイズや気候条件(強風の頻度、乾燥強度)の違いによって、種形質と成長・生存との関係性がどのように変化するかを検討した。葉の形質、材密度、最大サイズといった種形質を説明変数として、相対成長率および生存率の階層ベイズモデルを作成した。また、形質をもとに推定した成長・生存の関係と、5つのセンサス期間の気候イベントの強さとの関係を検証した。 各形質が種間の成長―生存関係に及ぼす効果は、気候条件に応じて5つのセンサス期間で異なっていた。葉形質や材密度に影響される成長―生存関係は負になる傾向があった。一方、最大サイズに影響される成長―生存関係は正の傾向を示した。これらの傾向は、強風の頻度が高い期間ほど、あるいは乾燥が強い期間ほど多くみられた。このような成長―生存関係に対する単一形質の効果は、樹木の個体サイズが小さい時により強くなった。解析に用いたすべての種形質の複合的な効果を考慮した場合、5つのセンサス期間のうち3つの期間において、個体サイズが小さい時のみ、成長と生存のトレード・オフ関係が有意であった。 本研究の結果により、共存する樹種間の種形質が成長―生存関係に及ぼす影響は、樹木の個体サイズや気候イベントの頻度や強度、またはその両方に左右されることが示された。森林の動態を予測するためには、樹木センサスの長期データに環境条件の空間的・時間的変動を取り入れることが重要である。 Results indicate that the effect of species traits on the growth–survival relationships depended on tree sizes, the census periods, or both in response to the frequency or intensity of climate events. 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Niiyama, Kaoru ; Aiba, Shin‐ichiro ; Kurokawa, Hiroko ; Kondo, Shuntaro ; Mukai, Mana ; Mori, Akira S. ; Saito, Satoshi ; Sun, Yi ; Umeki, Kiyoshi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3596-5907698657f52618b8ffa303f5e8936dbd728aedb27bd69bda5cf5342eac01ba3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Bayesian analysis</topic><topic>Census</topic><topic>Censuses</topic><topic>Climate</topic><topic>Climatic conditions</topic><topic>Drought</topic><topic>Environmental conditions</topic><topic>Forest ecosystems</topic><topic>functional trait</topic><topic>Growth</topic><topic>Interspecific relationships</topic><topic>Leaves</topic><topic>Mathematical models</topic><topic>Plant diversity</topic><topic>Plant species</topic><topic>Probability theory</topic><topic>Rainforests</topic><topic>relative growth rate</topic><topic>Species diversity</topic><topic>Stems</topic><topic>Survival</topic><topic>Temporal variations</topic><topic>trade‐off</topic><topic>Trees</topic><topic>typhoon disturbance</topic><topic>wind disturbance</topic><topic>Winds</topic><topic>Wood</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Iida, Yoshiko</creatorcontrib><creatorcontrib>Niiyama, Kaoru</creatorcontrib><creatorcontrib>Aiba, Shin‐ichiro</creatorcontrib><creatorcontrib>Kurokawa, Hiroko</creatorcontrib><creatorcontrib>Kondo, Shuntaro</creatorcontrib><creatorcontrib>Mukai, Mana</creatorcontrib><creatorcontrib>Mori, Akira S.</creatorcontrib><creatorcontrib>Saito, Satoshi</creatorcontrib><creatorcontrib>Sun, Yi</creatorcontrib><creatorcontrib>Umeki, Kiyoshi</creatorcontrib><collection>CrossRef</collection><collection>Animal Behavior Abstracts</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Environment Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Engineering Research Database</collection><collection>Aquatic Science &amp; Fisheries Abstracts (ASFA) 1: Biological Sciences &amp; Living Resources</collection><collection>Aquatic Science &amp; Fisheries Abstracts (ASFA) Professional</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>Environment Abstracts</collection><jtitle>The Journal of ecology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Iida, Yoshiko</au><au>Niiyama, Kaoru</au><au>Aiba, Shin‐ichiro</au><au>Kurokawa, Hiroko</au><au>Kondo, Shuntaro</au><au>Mukai, Mana</au><au>Mori, Akira S.</au><au>Saito, Satoshi</au><au>Sun, Yi</au><au>Umeki, Kiyoshi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The trait‐mediated trade‐off between growth and survival depends on tree sizes and environmental conditions</atitle><jtitle>The Journal of ecology</jtitle><date>2023-08</date><risdate>2023</risdate><volume>111</volume><issue>8</issue><spage>1777</spage><epage>1793</epage><pages>1777-1793</pages><issn>0022-0477</issn><eissn>1365-2745</eissn><abstract>Interspecific relationships between growth and survival are critical determinants of tree species diversity maintenance in forests. The trade‐offs between growth and survival in co‐occurring tree species are believed to arise along a continuum of life‐history strategies. For example, co‐occurring species range from those that grow slowly and survive well in resource‐poor environments to those that grow quickly but have low survival rates in resource‐rich environments. However, uncertainties remain regarding how growth–survival trade‐offs are related to species traits, tree sizes or environmental conditions. We examined how the relationships between species traits and growth–survival relationships shift in response to changes in stem sizes and across census periods with different climate conditions (frequency of strong winds, drought intensity) across 45 co‐occurring tree species based on 23 years of growth and survival records in a warm temperate rainforest on Yakushima Island, Japan. We developed hierarchical Bayesian models of relative growth and survival rates, including leaf traits, wood density and 95‐percentile maximum stem diameter as explanatory variables. We tested the relationships between estimated trait‐mediated growth–survival relationships and the indices of climate events during five census periods. Each trait's effects on growth–survival relationships differed across the five census periods in response to climate conditions. Interspecific growth–survival relationships affected by a single trait axis for leaves or wood tended to be negative. In contrast, those affected by the maximum stem diameter tended to be positive. Such trends increased with more frequent strong winds or more intense droughts. The single‐trait effects on growth–survival relationships were stronger for smaller sizes than for larger sizes. For all traits combined, we found a significant growth–survival trade‐off only for small‐sized stems in three of five census periods. Synthesis. Our results indicate that the effect of species traits on the growth–survival relationships depended on tree sizes, the census periods or both in response to the frequency or intensity of climate events. We argue the importance of incorporating spatial and temporal variations in environmental conditions into long‐term data from tree census to predict forest dynamics. 要旨 成長と生存の種間関係は森林の樹木種多様性維持機構における重要な決定要因の一つである。共存樹種における成長と生存のトレード・オフは種の生活史戦略の変異軸に沿って生じると考えられる。例えば、共存する樹種には、資源が乏しい環境下で成長は遅いが生存率が高い種から、資源が豊富な環境下で成長は早いが生存率が低い種まで、様々な種が存在する。しかし、成長と生存のトレード・オフの関係が、種形質、樹木の個体サイズ、環境条件とどのように関連しているかについては未解明である。 そこで、屋久島の暖温帯雨林における23年間の成長・生存記録に基づき、45種の共存樹種において、樹木の個体サイズや気候条件(強風の頻度、乾燥強度)の違いによって、種形質と成長・生存との関係性がどのように変化するかを検討した。葉の形質、材密度、最大サイズといった種形質を説明変数として、相対成長率および生存率の階層ベイズモデルを作成した。また、形質をもとに推定した成長・生存の関係と、5つのセンサス期間の気候イベントの強さとの関係を検証した。 各形質が種間の成長―生存関係に及ぼす効果は、気候条件に応じて5つのセンサス期間で異なっていた。葉形質や材密度に影響される成長―生存関係は負になる傾向があった。一方、最大サイズに影響される成長―生存関係は正の傾向を示した。これらの傾向は、強風の頻度が高い期間ほど、あるいは乾燥が強い期間ほど多くみられた。このような成長―生存関係に対する単一形質の効果は、樹木の個体サイズが小さい時により強くなった。解析に用いたすべての種形質の複合的な効果を考慮した場合、5つのセンサス期間のうち3つの期間において、個体サイズが小さい時のみ、成長と生存のトレード・オフ関係が有意であった。 本研究の結果により、共存する樹種間の種形質が成長―生存関係に及ぼす影響は、樹木の個体サイズや気候イベントの頻度や強度、またはその両方に左右されることが示された。森林の動態を予測するためには、樹木センサスの長期データに環境条件の空間的・時間的変動を取り入れることが重要である。 Results indicate that the effect of species traits on the growth–survival relationships depended on tree sizes, the census periods, or both in response to the frequency or intensity of climate events. The authors argue the importance of incorporating spatial and temporal variations in environmental conditions into long‐term data from tree census to predict forest dynamics.</abstract><cop>Oxford</cop><pub>Blackwell Publishing Ltd</pub><doi>10.1111/1365-2745.14146</doi><tpages>17</tpages><orcidid>https://orcid.org/0000-0002-1530-7414</orcidid><orcidid>https://orcid.org/0000-0002-6520-9011</orcidid><orcidid>https://orcid.org/0000-0003-4412-2117</orcidid><orcidid>https://orcid.org/0000-0002-3844-0138</orcidid><orcidid>https://orcid.org/0000-0001-8778-8045</orcidid><orcidid>https://orcid.org/0000-0002-8422-1198</orcidid><orcidid>https://orcid.org/0000-0002-1200-6560</orcidid><orcidid>https://orcid.org/0000-0001-6544-0101</orcidid><orcidid>https://orcid.org/0000-0002-0349-2915</orcidid></addata></record>
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identifier ISSN: 0022-0477
ispartof The Journal of ecology, 2023-08, Vol.111 (8), p.1777-1793
issn 0022-0477
1365-2745
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source Wiley-Blackwell Read & Publish Collection
subjects Bayesian analysis
Census
Censuses
Climate
Climatic conditions
Drought
Environmental conditions
Forest ecosystems
functional trait
Growth
Interspecific relationships
Leaves
Mathematical models
Plant diversity
Plant species
Probability theory
Rainforests
relative growth rate
Species diversity
Stems
Survival
Temporal variations
trade‐off
Trees
typhoon disturbance
wind disturbance
Winds
Wood
title The trait‐mediated trade‐off between growth and survival depends on tree sizes and environmental conditions
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