Global patterns and drivers of herbivorous eriophyoid mite species diversity

Aim Environmental drivers and host richness play key roles in affecting herbivore diversity. However, the relative effects of these factors and their effects on lineages characterized by high host specificity are not well known. In this study, we explored the extent to which contemporary climate, Qu...

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Veröffentlicht in:Journal of biogeography 2023-02, Vol.50 (2), p.330-340
Hauptverfasser: Li, Ni, Sun, Jing‐Tao, Yin, Yue, Hong, Xiao‐Yue, Xue, Xiao‐Feng
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container_end_page 340
container_issue 2
container_start_page 330
container_title Journal of biogeography
container_volume 50
creator Li, Ni
Sun, Jing‐Tao
Yin, Yue
Hong, Xiao‐Yue
Xue, Xiao‐Feng
description Aim Environmental drivers and host richness play key roles in affecting herbivore diversity. However, the relative effects of these factors and their effects on lineages characterized by high host specificity are not well known. In this study, we explored the extent to which contemporary climate, Quaternary climate change, habitat heterogeneity and host plants determine the species richness and endemism patterns of herbivorous eriophyoid mites. Location Global. Taxon Eriophyoid mites (Acari: Eriophyoidea). Methods We compiled a dataset comprising 4278 eriophyoid mite species from 22,973 occurrence sites based on a comprehensive search of the published literature and the Global Biodiversity Information Facility (GBIF) as a basis for predicting their global distribution patterns. We measured the association of environmental variables and host plant richness with species richness and endemism of eriophyoid mites through multiple regression analyses using a simultaneous autoregressive (SAR) model, an ordinary least squares (OLS) model and a random forest model. We examined the direct and indirect effects of these environmental variables and the host plant richness on eriophyoid mite diversity using structural equation models (SEMs). Results The species richness and endemism patterns of eriophyoid mites are concentrated in temperate regions. Contemporary climate, Quaternary climate change, habitat heterogeneity and host plants all significantly affected eriophyoid mite richness, while Quaternary climate change, habitat heterogeneity and host plants contributed to the eriophyoid mite endemism. Abiotic factors indirectly influenced the species richness and endemism of eriophyoid mites, via biotic factors—host plants. Main Conclusions The species richness and endemism of eriophyoid mites peak in temperate regions, opposite to the patterns of plants and some other organisms. Complex interactions among biotic and abiotic factors shape the current eriophyoid mite species diversity.
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However, the relative effects of these factors and their effects on lineages characterized by high host specificity are not well known. In this study, we explored the extent to which contemporary climate, Quaternary climate change, habitat heterogeneity and host plants determine the species richness and endemism patterns of herbivorous eriophyoid mites. Location Global. Taxon Eriophyoid mites (Acari: Eriophyoidea). Methods We compiled a dataset comprising 4278 eriophyoid mite species from 22,973 occurrence sites based on a comprehensive search of the published literature and the Global Biodiversity Information Facility (GBIF) as a basis for predicting their global distribution patterns. We measured the association of environmental variables and host plant richness with species richness and endemism of eriophyoid mites through multiple regression analyses using a simultaneous autoregressive (SAR) model, an ordinary least squares (OLS) model and a random forest model. We examined the direct and indirect effects of these environmental variables and the host plant richness on eriophyoid mite diversity using structural equation models (SEMs). Results The species richness and endemism patterns of eriophyoid mites are concentrated in temperate regions. Contemporary climate, Quaternary climate change, habitat heterogeneity and host plants all significantly affected eriophyoid mite richness, while Quaternary climate change, habitat heterogeneity and host plants contributed to the eriophyoid mite endemism. Abiotic factors indirectly influenced the species richness and endemism of eriophyoid mites, via biotic factors—host plants. Main Conclusions The species richness and endemism of eriophyoid mites peak in temperate regions, opposite to the patterns of plants and some other organisms. Complex interactions among biotic and abiotic factors shape the current eriophyoid mite species diversity.</description><identifier>ISSN: 0305-0270</identifier><identifier>EISSN: 1365-2699</identifier><identifier>DOI: 10.1111/jbi.14535</identifier><language>eng</language><publisher>Oxford: Wiley Subscription Services, Inc</publisher><subject>Abiotic factors ; Autoregressive models ; Biodiversity ; Biotic factors ; Climate change ; Distribution patterns ; Endemism ; environmental drivers ; Geographical distribution ; Habitats ; Heterogeneity ; Host plants ; Host specificity ; Mites ; Multiple regression analysis ; Multivariate statistical analysis ; Population distribution ; Quaternary ; refugia ; speciation ; Species diversity ; Species richness ; specificity ; the last glacial maximum</subject><ispartof>Journal of biogeography, 2023-02, Vol.50 (2), p.330-340</ispartof><rights>2022 John Wiley &amp; Sons Ltd.</rights><rights>Copyright © 2023 John Wiley &amp; Sons Ltd</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3325-72651c2f96bddb6685d96f93cd8280eeda5a7371cae8812c461b0fa9646668cb3</citedby><cites>FETCH-LOGICAL-c3325-72651c2f96bddb6685d96f93cd8280eeda5a7371cae8812c461b0fa9646668cb3</cites><orcidid>0000-0002-6374-8601</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2Fjbi.14535$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Fjbi.14535$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,27903,27904,45553,45554</link.rule.ids></links><search><creatorcontrib>Li, Ni</creatorcontrib><creatorcontrib>Sun, Jing‐Tao</creatorcontrib><creatorcontrib>Yin, Yue</creatorcontrib><creatorcontrib>Hong, Xiao‐Yue</creatorcontrib><creatorcontrib>Xue, Xiao‐Feng</creatorcontrib><title>Global patterns and drivers of herbivorous eriophyoid mite species diversity</title><title>Journal of biogeography</title><description>Aim Environmental drivers and host richness play key roles in affecting herbivore diversity. However, the relative effects of these factors and their effects on lineages characterized by high host specificity are not well known. In this study, we explored the extent to which contemporary climate, Quaternary climate change, habitat heterogeneity and host plants determine the species richness and endemism patterns of herbivorous eriophyoid mites. Location Global. Taxon Eriophyoid mites (Acari: Eriophyoidea). Methods We compiled a dataset comprising 4278 eriophyoid mite species from 22,973 occurrence sites based on a comprehensive search of the published literature and the Global Biodiversity Information Facility (GBIF) as a basis for predicting their global distribution patterns. We measured the association of environmental variables and host plant richness with species richness and endemism of eriophyoid mites through multiple regression analyses using a simultaneous autoregressive (SAR) model, an ordinary least squares (OLS) model and a random forest model. We examined the direct and indirect effects of these environmental variables and the host plant richness on eriophyoid mite diversity using structural equation models (SEMs). Results The species richness and endemism patterns of eriophyoid mites are concentrated in temperate regions. Contemporary climate, Quaternary climate change, habitat heterogeneity and host plants all significantly affected eriophyoid mite richness, while Quaternary climate change, habitat heterogeneity and host plants contributed to the eriophyoid mite endemism. Abiotic factors indirectly influenced the species richness and endemism of eriophyoid mites, via biotic factors—host plants. Main Conclusions The species richness and endemism of eriophyoid mites peak in temperate regions, opposite to the patterns of plants and some other organisms. Complex interactions among biotic and abiotic factors shape the current eriophyoid mite species diversity.</description><subject>Abiotic factors</subject><subject>Autoregressive models</subject><subject>Biodiversity</subject><subject>Biotic factors</subject><subject>Climate change</subject><subject>Distribution patterns</subject><subject>Endemism</subject><subject>environmental drivers</subject><subject>Geographical distribution</subject><subject>Habitats</subject><subject>Heterogeneity</subject><subject>Host plants</subject><subject>Host specificity</subject><subject>Mites</subject><subject>Multiple regression analysis</subject><subject>Multivariate statistical analysis</subject><subject>Population distribution</subject><subject>Quaternary</subject><subject>refugia</subject><subject>speciation</subject><subject>Species diversity</subject><subject>Species richness</subject><subject>specificity</subject><subject>the last glacial maximum</subject><issn>0305-0270</issn><issn>1365-2699</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp10LtOwzAUBmALgUQpDLyBJSaGtL7EdjxCRUtRJRaYLd-iukrrYKdFeXtCw8pZzvL950g_APcYzfAw850JM1wyyi7ABFPOCsKlvAQTRBErEBHoGtzkvEMISUbLCdismmh0A1vddT4dMtQHB10KJ58yjDXc-mTCKaZ4zNCnENttH4OD-9B5mFtvg8_QnXXo-ltwVesm-7u_PQWfy5ePxWuxeV-tF0-bwlJKWCEIZ9iSWnLjnOG8Yk7yWlLrKlIh751mWlCBrfZVhYktOTao1pKXfMDW0Cl4GO-2KX4dfe7ULh7TYXipiOBCkIqVYlCPo7Ip5px8rdoU9jr1CiP1W5YaylLnsgY7H-13aHz_P1Rvz-sx8QMWTGuf</recordid><startdate>202302</startdate><enddate>202302</enddate><creator>Li, Ni</creator><creator>Sun, Jing‐Tao</creator><creator>Yin, Yue</creator><creator>Hong, Xiao‐Yue</creator><creator>Xue, Xiao‐Feng</creator><general>Wiley Subscription Services, Inc</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SN</scope><scope>7SS</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>P64</scope><scope>RC3</scope><orcidid>https://orcid.org/0000-0002-6374-8601</orcidid></search><sort><creationdate>202302</creationdate><title>Global patterns and drivers of herbivorous eriophyoid mite species diversity</title><author>Li, Ni ; Sun, Jing‐Tao ; Yin, Yue ; Hong, Xiao‐Yue ; Xue, Xiao‐Feng</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3325-72651c2f96bddb6685d96f93cd8280eeda5a7371cae8812c461b0fa9646668cb3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Abiotic factors</topic><topic>Autoregressive models</topic><topic>Biodiversity</topic><topic>Biotic factors</topic><topic>Climate change</topic><topic>Distribution patterns</topic><topic>Endemism</topic><topic>environmental drivers</topic><topic>Geographical distribution</topic><topic>Habitats</topic><topic>Heterogeneity</topic><topic>Host plants</topic><topic>Host specificity</topic><topic>Mites</topic><topic>Multiple regression analysis</topic><topic>Multivariate statistical analysis</topic><topic>Population distribution</topic><topic>Quaternary</topic><topic>refugia</topic><topic>speciation</topic><topic>Species diversity</topic><topic>Species richness</topic><topic>specificity</topic><topic>the last glacial maximum</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Li, Ni</creatorcontrib><creatorcontrib>Sun, Jing‐Tao</creatorcontrib><creatorcontrib>Yin, Yue</creatorcontrib><creatorcontrib>Hong, Xiao‐Yue</creatorcontrib><creatorcontrib>Xue, Xiao‐Feng</creatorcontrib><collection>CrossRef</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><jtitle>Journal of biogeography</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Li, Ni</au><au>Sun, Jing‐Tao</au><au>Yin, Yue</au><au>Hong, Xiao‐Yue</au><au>Xue, Xiao‐Feng</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Global patterns and drivers of herbivorous eriophyoid mite species diversity</atitle><jtitle>Journal of biogeography</jtitle><date>2023-02</date><risdate>2023</risdate><volume>50</volume><issue>2</issue><spage>330</spage><epage>340</epage><pages>330-340</pages><issn>0305-0270</issn><eissn>1365-2699</eissn><abstract>Aim Environmental drivers and host richness play key roles in affecting herbivore diversity. However, the relative effects of these factors and their effects on lineages characterized by high host specificity are not well known. In this study, we explored the extent to which contemporary climate, Quaternary climate change, habitat heterogeneity and host plants determine the species richness and endemism patterns of herbivorous eriophyoid mites. Location Global. Taxon Eriophyoid mites (Acari: Eriophyoidea). Methods We compiled a dataset comprising 4278 eriophyoid mite species from 22,973 occurrence sites based on a comprehensive search of the published literature and the Global Biodiversity Information Facility (GBIF) as a basis for predicting their global distribution patterns. We measured the association of environmental variables and host plant richness with species richness and endemism of eriophyoid mites through multiple regression analyses using a simultaneous autoregressive (SAR) model, an ordinary least squares (OLS) model and a random forest model. We examined the direct and indirect effects of these environmental variables and the host plant richness on eriophyoid mite diversity using structural equation models (SEMs). Results The species richness and endemism patterns of eriophyoid mites are concentrated in temperate regions. Contemporary climate, Quaternary climate change, habitat heterogeneity and host plants all significantly affected eriophyoid mite richness, while Quaternary climate change, habitat heterogeneity and host plants contributed to the eriophyoid mite endemism. Abiotic factors indirectly influenced the species richness and endemism of eriophyoid mites, via biotic factors—host plants. Main Conclusions The species richness and endemism of eriophyoid mites peak in temperate regions, opposite to the patterns of plants and some other organisms. Complex interactions among biotic and abiotic factors shape the current eriophyoid mite species diversity.</abstract><cop>Oxford</cop><pub>Wiley Subscription Services, Inc</pub><doi>10.1111/jbi.14535</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0002-6374-8601</orcidid><oa>free_for_read</oa></addata></record>
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subjects Abiotic factors
Autoregressive models
Biodiversity
Biotic factors
Climate change
Distribution patterns
Endemism
environmental drivers
Geographical distribution
Habitats
Heterogeneity
Host plants
Host specificity
Mites
Multiple regression analysis
Multivariate statistical analysis
Population distribution
Quaternary
refugia
speciation
Species diversity
Species richness
specificity
the last glacial maximum
title Global patterns and drivers of herbivorous eriophyoid mite species diversity
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