Testing metabolic scaling theory using intraspecific allometries in Antarctic microarthropods

Quantitative scaling relationships among body mass, temperature and metabolic rate of organisms are still controversial, while resolution may be further complicated through the use of different and possibly inappropriate approaches to statistical analysis. We propose the application of a modelling s...

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Published in:Oikos
Main Authors: Caruso, Tancredi, Garlaschelli, Diego, Bargagli, Roberto, Convey, Peter
Format: Article in Journal/Newspaper
Language:English
Published: 2010
Subjects:
Online Access:https://pure.qub.ac.uk/en/publications/d3a5ea8f-0e21-42a4-a96f-924295541f89
https://doi.org/10.1111/j.1600-0706.2009.17915.x
id ftqueensubelpubl:oai:pure.qub.ac.uk/portal:publications/d3a5ea8f-0e21-42a4-a96f-924295541f89
record_format openpolar
spelling ftqueensubelpubl:oai:pure.qub.ac.uk/portal:publications/d3a5ea8f-0e21-42a4-a96f-924295541f89 2024-01-14T10:01:12+01:00 Testing metabolic scaling theory using intraspecific allometries in Antarctic microarthropods Caruso, Tancredi Garlaschelli, Diego Bargagli, Roberto Convey, Peter 2010-06 https://pure.qub.ac.uk/en/publications/d3a5ea8f-0e21-42a4-a96f-924295541f89 https://doi.org/10.1111/j.1600-0706.2009.17915.x eng eng info:eu-repo/semantics/restrictedAccess Caruso , T , Garlaschelli , D , Bargagli , R & Convey , P 2010 , ' Testing metabolic scaling theory using intraspecific allometries in Antarctic microarthropods ' , Oikos , vol. 119 , no. 6 , pp. 935-945 . https://doi.org/10.1111/j.1600-0706.2009.17915.x ARTHROPODS BIOLOGICALLY RELEVANT LIFE ECOLOGY COLD ADAPTATION MATHEMATICALLY CORRECT MODEL CRYPTOPYGUS-ANTARCTICUS OXYGEN-CONSUMPTION TEMPERATURE article 2010 ftqueensubelpubl https://doi.org/10.1111/j.1600-0706.2009.17915.x 2023-12-21T23:24:32Z Quantitative scaling relationships among body mass, temperature and metabolic rate of organisms are still controversial, while resolution may be further complicated through the use of different and possibly inappropriate approaches to statistical analysis. We propose the application of a modelling strategy based on the theoretical approach of Akaike's information criteria and non-linear model fitting (nlm). Accordingly, we collated and modelled available data at intraspecific level on the individual standard metabolic rate of Antarctic microarthropods as a function of body mass (M), temperature (T), species identity (S) and high rank taxa to which species belong (G) and tested predictions from metabolic scaling theory (mass-metabolism allometric exponent b = 0.75, activation energy range 0.2-1.2 eV). We also performed allometric analysis based on logarithmic transformations (lm). Conclusions from lm and nlm approaches were different. Best-supported models from lm incorporated T, M and S. The estimates of the allometric scaling exponent linking body mass and metabolic rate resulted in a value of 0.696 +/- 0.105 (mean +/- 95% CI). In contrast, the four best-supported nlm models suggested that both the scaling exponent and activation energy significantly vary across the high rank taxa (Collembola, Cryptostigmata, Mesostigmata and Prostigmata) to which species belong, with mean values of b ranging from about 0.6 to 0.8. We therefore reached two conclusions: 1, published analyses of arthropod metabolism based on logarithmic data may be biased by data transformation; 2, non-linear models applied to Antarctic microarthropod metabolic rate suggest that intraspecific scaling of standard metabolic rate in Antarctic microarthropods is highly variable and can be characterised by scaling exponents that greatly vary within taxa, which may have biased previous interspecific comparisons that neglected intraspecific variability. Article in Journal/Newspaper Antarc* Antarctic antarcticus Cryptopygus antarcticus Queen's University Belfast Research Portal Antarctic Oikos 119 6 935 945
institution Open Polar
collection Queen's University Belfast Research Portal
op_collection_id ftqueensubelpubl
language English
topic ARTHROPODS
BIOLOGICALLY RELEVANT
LIFE
ECOLOGY
COLD ADAPTATION
MATHEMATICALLY CORRECT
MODEL
CRYPTOPYGUS-ANTARCTICUS
OXYGEN-CONSUMPTION
TEMPERATURE
spellingShingle ARTHROPODS
BIOLOGICALLY RELEVANT
LIFE
ECOLOGY
COLD ADAPTATION
MATHEMATICALLY CORRECT
MODEL
CRYPTOPYGUS-ANTARCTICUS
OXYGEN-CONSUMPTION
TEMPERATURE
Caruso, Tancredi
Garlaschelli, Diego
Bargagli, Roberto
Convey, Peter
Testing metabolic scaling theory using intraspecific allometries in Antarctic microarthropods
topic_facet ARTHROPODS
BIOLOGICALLY RELEVANT
LIFE
ECOLOGY
COLD ADAPTATION
MATHEMATICALLY CORRECT
MODEL
CRYPTOPYGUS-ANTARCTICUS
OXYGEN-CONSUMPTION
TEMPERATURE
description Quantitative scaling relationships among body mass, temperature and metabolic rate of organisms are still controversial, while resolution may be further complicated through the use of different and possibly inappropriate approaches to statistical analysis. We propose the application of a modelling strategy based on the theoretical approach of Akaike's information criteria and non-linear model fitting (nlm). Accordingly, we collated and modelled available data at intraspecific level on the individual standard metabolic rate of Antarctic microarthropods as a function of body mass (M), temperature (T), species identity (S) and high rank taxa to which species belong (G) and tested predictions from metabolic scaling theory (mass-metabolism allometric exponent b = 0.75, activation energy range 0.2-1.2 eV). We also performed allometric analysis based on logarithmic transformations (lm). Conclusions from lm and nlm approaches were different. Best-supported models from lm incorporated T, M and S. The estimates of the allometric scaling exponent linking body mass and metabolic rate resulted in a value of 0.696 +/- 0.105 (mean +/- 95% CI). In contrast, the four best-supported nlm models suggested that both the scaling exponent and activation energy significantly vary across the high rank taxa (Collembola, Cryptostigmata, Mesostigmata and Prostigmata) to which species belong, with mean values of b ranging from about 0.6 to 0.8. We therefore reached two conclusions: 1, published analyses of arthropod metabolism based on logarithmic data may be biased by data transformation; 2, non-linear models applied to Antarctic microarthropod metabolic rate suggest that intraspecific scaling of standard metabolic rate in Antarctic microarthropods is highly variable and can be characterised by scaling exponents that greatly vary within taxa, which may have biased previous interspecific comparisons that neglected intraspecific variability.
format Article in Journal/Newspaper
author Caruso, Tancredi
Garlaschelli, Diego
Bargagli, Roberto
Convey, Peter
author_facet Caruso, Tancredi
Garlaschelli, Diego
Bargagli, Roberto
Convey, Peter
author_sort Caruso, Tancredi
title Testing metabolic scaling theory using intraspecific allometries in Antarctic microarthropods
title_short Testing metabolic scaling theory using intraspecific allometries in Antarctic microarthropods
title_full Testing metabolic scaling theory using intraspecific allometries in Antarctic microarthropods
title_fullStr Testing metabolic scaling theory using intraspecific allometries in Antarctic microarthropods
title_full_unstemmed Testing metabolic scaling theory using intraspecific allometries in Antarctic microarthropods
title_sort testing metabolic scaling theory using intraspecific allometries in antarctic microarthropods
publishDate 2010
url https://pure.qub.ac.uk/en/publications/d3a5ea8f-0e21-42a4-a96f-924295541f89
https://doi.org/10.1111/j.1600-0706.2009.17915.x
geographic Antarctic
geographic_facet Antarctic
genre Antarc*
Antarctic
antarcticus
Cryptopygus antarcticus
genre_facet Antarc*
Antarctic
antarcticus
Cryptopygus antarcticus
op_source Caruso , T , Garlaschelli , D , Bargagli , R & Convey , P 2010 , ' Testing metabolic scaling theory using intraspecific allometries in Antarctic microarthropods ' , Oikos , vol. 119 , no. 6 , pp. 935-945 . https://doi.org/10.1111/j.1600-0706.2009.17915.x
op_rights info:eu-repo/semantics/restrictedAccess
op_doi https://doi.org/10.1111/j.1600-0706.2009.17915.x
container_title Oikos
container_volume 119
container_issue 6
container_start_page 935
op_container_end_page 945
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