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...

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Veröffentlicht in:American journal of botany 2019-10, Vol.106 (10), p.1300-1307
Hauptverfasser: Félix-Burruel, Ricardo E., Larios, Eugenio, Bustamante, Enriquena, Búrquez, Alberto
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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
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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. 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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. 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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>
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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
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