Nonlinear modeling of saguaro growth rates reveals the importance of temperature for size-dependent growth
Premise The saguaro cactus is an iconic species of the Sonoran Desert. Its individual growth rates have been investigated for over 100 years. Its growth dynamics have been studied using phenomenological models intended to estimate growth, but not to understand the underlying biological processes. Mo...
Gespeichert in:
Veröffentlicht in: | American journal of botany 2019-10, Vol.106 (10), p.1300-1307 |
---|---|
Hauptverfasser: | , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 1307 |
---|---|
container_issue | 10 |
container_start_page | 1300 |
container_title | American journal of botany |
container_volume | 106 |
creator | Félix-Burruel, Ricardo E. Larios, Eugenio Bustamante, Enriquena Búrquez, Alberto |
description | Premise
The saguaro cactus is an iconic species of the Sonoran Desert. Its individual growth rates have been investigated for over 100 years. Its growth dynamics have been studied using phenomenological models intended to estimate growth, but not to understand the underlying biological processes. Most studies have suggested summer rainfall as the sole factor determining saguaro growth, overlooking the influence of other factors related to the process of growth.
Methods
We analyzed the annual growth rates for 13 saguaro populations in the Sonoran Desert using nonlinear models. These are better suited to analyze growth since they consider the fact that maximum growth rates diminish just before the onset of reproduction. We related model parameters to the local climate.
Results
The most parsimonious model was the Ricker function that described growth considering cactus decline with age. Variance in temperature, rather than precipitation, was more closely related to growth. Higher variance in temperature at the beginning of the warm season was detrimental to saguaro growth.
Conclusions
Simple nonlinear equations modeled growth rate using biologically interpretable parameters related to climate factors. Because the temperature is projected to increase in both mean and variance by climate change, the population dynamics of this iconic cactus are likely to be affected. |
doi_str_mv | 10.1002/ajb2.1358 |
format | Article |
fullrecord | <record><control><sourceid>jstor_proqu</sourceid><recordid>TN_cdi_proquest_miscellaneous_2293002359</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><jstor_id>26818655</jstor_id><sourcerecordid>26818655</sourcerecordid><originalsourceid>FETCH-LOGICAL-c4108-6946e2cab812c370dbe8e3a41a46b6f9a279f57f2e087ae3abc9ed88310f96aa3</originalsourceid><addsrcrecordid>eNp1kctKxDAUhoMoOl4WPoAScKOLanLSS7JU8YroRtchbU_HlrapSavo05thRheCqySc7_8I5ydkn7NTzhicmSaHUy4SuUZmPBFZBFxl62TGwjBSHGCLbHvfhKeKFWySLcETUJKlM9I82r6tezSOdrbEcJ1TW1Fv5pNxls6d_RhfqTMjeurwHU3r6fiKtO4G60bTF7jAR-wGDNDkkFbWUV9_YVTigH2J_biy7JKNKsRxb3XukJfrq-fL2-jh6ebu8vwhKmLOZJSqOEUoTC45FCJjZY4ShYm5idM8rZSBTFVJVgEymZkwyQuFpZSCs0qlxogdcrz0Ds6-TehH3dW-wLY1PdrJawAlwmJEogJ69Adt7OT68DsNgmU8ZoJDoE6WVOGs9w4rPbi6M-5Tc6YXBehFAXpRQGAPV8Yp77D8JX82HoCzJfBRt_j5v0mf31_ASnmwTDR-tO43AankMk0S8Q1TRZnn</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2307140312</pqid></control><display><type>article</type><title>Nonlinear modeling of saguaro growth rates reveals the importance of temperature for size-dependent growth</title><source>MEDLINE</source><source>Wiley Online Library Journals Frontfile Complete</source><source>Wiley Online Library Free Content</source><source>EZB-FREE-00999 freely available EZB journals</source><creator>Félix-Burruel, Ricardo E. ; Larios, Eugenio ; Bustamante, Enriquena ; Búrquez, Alberto</creator><creatorcontrib>Félix-Burruel, Ricardo E. ; Larios, Eugenio ; Bustamante, Enriquena ; Búrquez, Alberto</creatorcontrib><description>Premise
The saguaro cactus is an iconic species of the Sonoran Desert. Its individual growth rates have been investigated for over 100 years. Its growth dynamics have been studied using phenomenological models intended to estimate growth, but not to understand the underlying biological processes. Most studies have suggested summer rainfall as the sole factor determining saguaro growth, overlooking the influence of other factors related to the process of growth.
Methods
We analyzed the annual growth rates for 13 saguaro populations in the Sonoran Desert using nonlinear models. These are better suited to analyze growth since they consider the fact that maximum growth rates diminish just before the onset of reproduction. We related model parameters to the local climate.
Results
The most parsimonious model was the Ricker function that described growth considering cactus decline with age. Variance in temperature, rather than precipitation, was more closely related to growth. Higher variance in temperature at the beginning of the warm season was detrimental to saguaro growth.
Conclusions
Simple nonlinear equations modeled growth rate using biologically interpretable parameters related to climate factors. Because the temperature is projected to increase in both mean and variance by climate change, the population dynamics of this iconic cactus are likely to be affected.</description><identifier>ISSN: 0002-9122</identifier><identifier>EISSN: 1537-2197</identifier><identifier>DOI: 10.1002/ajb2.1358</identifier><identifier>PMID: 31529806</identifier><language>eng</language><publisher>United States: John Wiley and Sons, Inc</publisher><subject>Biological activity ; Cactaceae ; Carnegiea gigantea ; Climate Change ; Desert Climate ; Deserts ; growth mixed models ; Growth rate ; long‐term growth rate ; Mathematical models ; Nonlinear equations ; Parameters ; Population Dynamics ; Rainfall ; RESEARCH ARTICLE ; Ricker function ; Seasons ; Sonoran Desert ; Temperature ; Temperature dependence ; Temperature effects ; variance of temperature</subject><ispartof>American journal of botany, 2019-10, Vol.106 (10), p.1300-1307</ispartof><rights>2019 Botanical Society of America</rights><rights>2019 Botanical Society of America.</rights><rights>Copyright Botanical Society of America, Inc. Oct 2019</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4108-6946e2cab812c370dbe8e3a41a46b6f9a279f57f2e087ae3abc9ed88310f96aa3</citedby><cites>FETCH-LOGICAL-c4108-6946e2cab812c370dbe8e3a41a46b6f9a279f57f2e087ae3abc9ed88310f96aa3</cites><orcidid>0000-0002-7738-700X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fajb2.1358$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fajb2.1358$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,1427,27903,27904,45553,45554,46387,46811</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31529806$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Félix-Burruel, Ricardo E.</creatorcontrib><creatorcontrib>Larios, Eugenio</creatorcontrib><creatorcontrib>Bustamante, Enriquena</creatorcontrib><creatorcontrib>Búrquez, Alberto</creatorcontrib><title>Nonlinear modeling of saguaro growth rates reveals the importance of temperature for size-dependent growth</title><title>American journal of botany</title><addtitle>Am J Bot</addtitle><description>Premise
The saguaro cactus is an iconic species of the Sonoran Desert. Its individual growth rates have been investigated for over 100 years. Its growth dynamics have been studied using phenomenological models intended to estimate growth, but not to understand the underlying biological processes. Most studies have suggested summer rainfall as the sole factor determining saguaro growth, overlooking the influence of other factors related to the process of growth.
Methods
We analyzed the annual growth rates for 13 saguaro populations in the Sonoran Desert using nonlinear models. These are better suited to analyze growth since they consider the fact that maximum growth rates diminish just before the onset of reproduction. We related model parameters to the local climate.
Results
The most parsimonious model was the Ricker function that described growth considering cactus decline with age. Variance in temperature, rather than precipitation, was more closely related to growth. Higher variance in temperature at the beginning of the warm season was detrimental to saguaro growth.
Conclusions
Simple nonlinear equations modeled growth rate using biologically interpretable parameters related to climate factors. Because the temperature is projected to increase in both mean and variance by climate change, the population dynamics of this iconic cactus are likely to be affected.</description><subject>Biological activity</subject><subject>Cactaceae</subject><subject>Carnegiea gigantea</subject><subject>Climate Change</subject><subject>Desert Climate</subject><subject>Deserts</subject><subject>growth mixed models</subject><subject>Growth rate</subject><subject>long‐term growth rate</subject><subject>Mathematical models</subject><subject>Nonlinear equations</subject><subject>Parameters</subject><subject>Population Dynamics</subject><subject>Rainfall</subject><subject>RESEARCH ARTICLE</subject><subject>Ricker function</subject><subject>Seasons</subject><subject>Sonoran Desert</subject><subject>Temperature</subject><subject>Temperature dependence</subject><subject>Temperature effects</subject><subject>variance of temperature</subject><issn>0002-9122</issn><issn>1537-2197</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp1kctKxDAUhoMoOl4WPoAScKOLanLSS7JU8YroRtchbU_HlrapSavo05thRheCqySc7_8I5ydkn7NTzhicmSaHUy4SuUZmPBFZBFxl62TGwjBSHGCLbHvfhKeKFWySLcETUJKlM9I82r6tezSOdrbEcJ1TW1Fv5pNxls6d_RhfqTMjeurwHU3r6fiKtO4G60bTF7jAR-wGDNDkkFbWUV9_YVTigH2J_biy7JKNKsRxb3XukJfrq-fL2-jh6ebu8vwhKmLOZJSqOEUoTC45FCJjZY4ShYm5idM8rZSBTFVJVgEymZkwyQuFpZSCs0qlxogdcrz0Ds6-TehH3dW-wLY1PdrJawAlwmJEogJ69Adt7OT68DsNgmU8ZoJDoE6WVOGs9w4rPbi6M-5Tc6YXBehFAXpRQGAPV8Yp77D8JX82HoCzJfBRt_j5v0mf31_ASnmwTDR-tO43AankMk0S8Q1TRZnn</recordid><startdate>20191001</startdate><enddate>20191001</enddate><creator>Félix-Burruel, Ricardo E.</creator><creator>Larios, Eugenio</creator><creator>Bustamante, Enriquena</creator><creator>Búrquez, Alberto</creator><general>John Wiley and Sons, Inc</general><general>Botanical Society of America, Inc</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>7QL</scope><scope>7SN</scope><scope>7SS</scope><scope>7ST</scope><scope>7U9</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>H94</scope><scope>M7N</scope><scope>P64</scope><scope>RC3</scope><scope>SOI</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-7738-700X</orcidid></search><sort><creationdate>20191001</creationdate><title>Nonlinear modeling of saguaro growth rates reveals the importance of temperature for size-dependent growth</title><author>Félix-Burruel, Ricardo E. ; Larios, Eugenio ; Bustamante, Enriquena ; Búrquez, Alberto</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4108-6946e2cab812c370dbe8e3a41a46b6f9a279f57f2e087ae3abc9ed88310f96aa3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Biological activity</topic><topic>Cactaceae</topic><topic>Carnegiea gigantea</topic><topic>Climate Change</topic><topic>Desert Climate</topic><topic>Deserts</topic><topic>growth mixed models</topic><topic>Growth rate</topic><topic>long‐term growth rate</topic><topic>Mathematical models</topic><topic>Nonlinear equations</topic><topic>Parameters</topic><topic>Population Dynamics</topic><topic>Rainfall</topic><topic>RESEARCH ARTICLE</topic><topic>Ricker function</topic><topic>Seasons</topic><topic>Sonoran Desert</topic><topic>Temperature</topic><topic>Temperature dependence</topic><topic>Temperature effects</topic><topic>variance of temperature</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Félix-Burruel, Ricardo E.</creatorcontrib><creatorcontrib>Larios, Eugenio</creatorcontrib><creatorcontrib>Bustamante, Enriquena</creatorcontrib><creatorcontrib>Búrquez, Alberto</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Environment Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>Environment Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>American journal of botany</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Félix-Burruel, Ricardo E.</au><au>Larios, Eugenio</au><au>Bustamante, Enriquena</au><au>Búrquez, Alberto</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Nonlinear modeling of saguaro growth rates reveals the importance of temperature for size-dependent growth</atitle><jtitle>American journal of botany</jtitle><addtitle>Am J Bot</addtitle><date>2019-10-01</date><risdate>2019</risdate><volume>106</volume><issue>10</issue><spage>1300</spage><epage>1307</epage><pages>1300-1307</pages><issn>0002-9122</issn><eissn>1537-2197</eissn><abstract>Premise
The saguaro cactus is an iconic species of the Sonoran Desert. Its individual growth rates have been investigated for over 100 years. Its growth dynamics have been studied using phenomenological models intended to estimate growth, but not to understand the underlying biological processes. Most studies have suggested summer rainfall as the sole factor determining saguaro growth, overlooking the influence of other factors related to the process of growth.
Methods
We analyzed the annual growth rates for 13 saguaro populations in the Sonoran Desert using nonlinear models. These are better suited to analyze growth since they consider the fact that maximum growth rates diminish just before the onset of reproduction. We related model parameters to the local climate.
Results
The most parsimonious model was the Ricker function that described growth considering cactus decline with age. Variance in temperature, rather than precipitation, was more closely related to growth. Higher variance in temperature at the beginning of the warm season was detrimental to saguaro growth.
Conclusions
Simple nonlinear equations modeled growth rate using biologically interpretable parameters related to climate factors. Because the temperature is projected to increase in both mean and variance by climate change, the population dynamics of this iconic cactus are likely to be affected.</abstract><cop>United States</cop><pub>John Wiley and Sons, Inc</pub><pmid>31529806</pmid><doi>10.1002/ajb2.1358</doi><tpages>8</tpages><orcidid>https://orcid.org/0000-0002-7738-700X</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0002-9122 |
ispartof | American journal of botany, 2019-10, Vol.106 (10), p.1300-1307 |
issn | 0002-9122 1537-2197 |
language | eng |
recordid | cdi_proquest_miscellaneous_2293002359 |
source | MEDLINE; Wiley Online Library Journals Frontfile Complete; Wiley Online Library Free Content; EZB-FREE-00999 freely available EZB journals |
subjects | Biological activity Cactaceae Carnegiea gigantea Climate Change Desert Climate Deserts growth mixed models Growth rate long‐term growth rate Mathematical models Nonlinear equations Parameters Population Dynamics Rainfall RESEARCH ARTICLE Ricker function Seasons Sonoran Desert Temperature Temperature dependence Temperature effects variance of temperature |
title | Nonlinear modeling of saguaro growth rates reveals the importance of temperature for size-dependent growth |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-26T10%3A57%3A36IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-jstor_proqu&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Nonlinear%20modeling%20of%20saguaro%20growth%20rates%20reveals%20the%20importance%20of%20temperature%20for%20size-dependent%20growth&rft.jtitle=American%20journal%20of%20botany&rft.au=F%C3%A9lix-Burruel,%20Ricardo%20E.&rft.date=2019-10-01&rft.volume=106&rft.issue=10&rft.spage=1300&rft.epage=1307&rft.pages=1300-1307&rft.issn=0002-9122&rft.eissn=1537-2197&rft_id=info:doi/10.1002/ajb2.1358&rft_dat=%3Cjstor_proqu%3E26818655%3C/jstor_proqu%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2307140312&rft_id=info:pmid/31529806&rft_jstor_id=26818655&rfr_iscdi=true |