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Teittinen A, Soininen J, Virta L. Studying biodiversity-ecosystem function relationships in experimental microcosms among islands. Ecology 2022; 103:e3664. [PMID: 35157310 PMCID: PMC9287039 DOI: 10.1002/ecy.3664] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 11/24/2021] [Accepted: 12/10/2021] [Indexed: 11/28/2022]
Abstract
Ecological studies on islands have provided fundamental insights into the mechanisms underlying biodiversity of larger organisms, but we know little about the factors affecting island microbial biodiversity and ecosystem function. We conducted a field experiment on five Baltic Sea islands where we placed aquatic microcosms with different levels of salinity mimicking environmental stress and allowed diatoms to colonize the microcosms via the air. Using structural equation models (SEM), we investigated the interconnections among environmental and dispersal‐related factors, diatom biodiversity, and ecosystem productivity (represented by chlorophyll a concentration). We also tested whether the body size structure of the community influences productivity together with biodiversity. In SEMs, we found no relationship between species richness or evenness and productivity. However, productivity increased with increasing mean body size of species in the communities. The effects of environmental stress on both biodiversity and ecosystem productivity were highlighted as species richness and evenness declined, whereas productivity increased at the highest salinity levels. In addition to salinity, wind exposure affected both biodiversity metrics and productivity. This study provides new insights into microbial community assembly in a field experimental setting and the relationship between biodiversity and ecosystem function. Our results indicate that salinity presents a strong abiotic filter, leading to communities that may be species poor, yet comprise salinity‐tolerant and relatively productive species at high salinity. Our findings also emphasize the importance of mean community body size in mediating the effects of environmental conditions on productivity and suggest that this trait should be considered more broadly in biodiversity–ecosystem function studies.
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Affiliation(s)
- Anette Teittinen
- Department of Geosciences and Geography, University of Helsinki, P.O. Box 64, FI-00014, Helsinki, Finland
| | - Janne Soininen
- Department of Geosciences and Geography, University of Helsinki, P.O. Box 64, FI-00014, Helsinki, Finland
| | - Leena Virta
- Department of Geosciences and Geography, University of Helsinki, P.O. Box 64, FI-00014, Helsinki, Finland.,Tvärminne Zoological Station, University of Helsinki, J.A. Palménin tie 260, 10900, Hanko, Finland
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2
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Abstract
AbstractTrade-offs and constraints are inherent to life, and studies of these phenomena play a central role in both organismal and evolutionary biology. Trade-offs can be defined, categorized, and studied in at least six, not mutually exclusive, ways. (1) Allocation constraints are caused by a limited resource (e.g., energy, time, space, essential nutrients), such that increasing allocation to one component necessarily requires a decrease in another (if only two components are involved, this is referred to as the Y-model, e.g., energy devoted to size versus number of offspring). (2) Functional conflicts occur when features that enhance performance of one task decrease performance of another (e.g., relative lengths of in-levers and out-levers, force-velocity trade-offs related to muscle fiber type composition). (3) Shared biochemical pathways, often involving integrator molecules (e.g., hormones, neurotransmitters, transcription factors), can simultaneously affect multiple traits, with some effects being beneficial for one or more components of Darwinian fitness (e.g., survival, age at first reproduction, fecundity) and others detrimental. (4) Antagonistic pleiotropy describes genetic variants that increase one component of fitness (or a lower-level trait) while simultaneously decreasing another. (5) Ecological circumstances (or selective regime) may impose trade-offs, such as when foraging behavior increases energy availability yet also decreases survival. (6) Sexual selection may lead to the elaboration of (usually male) secondary sexual characters that improve mating success but handicap survival and/or impose energetic costs that reduce other fitness components. Empirical studies of trade-offs often search for negative correlations between two traits that are the expected outcomes of the trade-offs, but this will generally be inadequate if more than two traits are involved and especially for complex physiological networks of interacting traits. Moreover, trade-offs often occur only in populations that are experiencing harsh environmental conditions or energetic challenges at the extremes of phenotypic distributions, such as among individuals or species that have exceptional athletic abilities. Trade-offs may be (partially) circumvented through various compensatory mechanisms, depending on the timescale involved, ranging from acute to evolutionary. Going forward, a pluralistic view of trade-offs and constraints, combined with integrative analyses that cross levels of biological organization and traditional boundaries among disciplines, will enhance the study of evolutionary organismal biology.
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3
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Diniz-Filho JAF, Meiri S, Hortal J, Santos AMC, Raia P. Too simple models may predict the island rule for the wrong reasons. Ecol Lett 2021; 24:2521-2523. [PMID: 34510685 DOI: 10.1111/ele.13878] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 08/23/2021] [Accepted: 08/23/2021] [Indexed: 01/21/2023]
Abstract
Biddick & Burns (2021) proposed a null/neutral model that reproduces the island rule as a product of random drift. We agree that it is unnecessary to assume adaptive processes driving island dwarfing or gigantism, but several flaws make their approach unrealistic and thus unsuitable as a stochastic model for evolutionary size changes.
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Affiliation(s)
| | - Shai Meiri
- School of Zoology and Steinhardt Museum of Natural History, Tel Aviv University, Tel Aviv, Israel
| | - Joaquin Hortal
- Departamento de Ecologia, Instituto de Ciências Biológicas, Universidade Federal de Goiás, Goiânia, Brazil.,Department of Biogeography and Global Change, Museo Nacional de Ciencias Naturales (MNCN-CSIC), Madrid, Spain
| | - Ana M C Santos
- Terrestrial Ecology Group (TEG-UAM), Departamento de Ecología, Facultad de Ciencias, Universidad Autónoma de Madrid, Madrid, Spain.,Centro de Investigación en Biodiversidad y Cambio Global (CIBC-UAM), Universidad Autónoma de Madrid, Madrid, Spain
| | - Pasquale Raia
- Dipartimento di Scienze della Terra, dell'Ambiente e delle Risorse, Università di Napoli Federico II, Napoli, Italy
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4
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The Natural Selection of Metabolism Explains Curvature in Fossil Body Mass Evolution. Evol Biol 2020. [DOI: 10.1007/s11692-020-09493-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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5
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Ord TJ, Garcia-Porta J, Querejeta M, Collar DC. Gliding Dragons and Flying Squirrels: Diversifying versus Stabilizing Selection on Morphology following the Evolution of an Innovation. Am Nat 2020; 195:E51-E66. [DOI: 10.1086/706305] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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6
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Wrozyna C, Meyer J, Gross M, Ramos MIF, Piller WE. Sexual, ontogenetic, and geographic variation of the Neotropical freshwater ostracod Cytheridella ilosvayi. BMC ZOOL 2019. [DOI: 10.1186/s40850-019-0042-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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7
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Lyons SK, Smith FA, Ernest SKM. Macroecological patterns of mammals across taxonomic, spatial, and temporal scales. J Mammal 2019. [DOI: 10.1093/jmammal/gyy171] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Affiliation(s)
- S Kathleen Lyons
- University of Nebraska–Lincoln, School of Biological Sciences, St. Lincoln, NE
| | - Felisa A Smith
- University of New Mexico, Department of Biology, Albuquerque, NM
| | - S K Morgan Ernest
- University of Florida, Department of Wildlife Ecology and Conservation, Gainesville, FL
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8
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Anderson JJ. The relationship of mammal survivorship and body mass modeled by metabolic and vitality theories. POPUL ECOL 2018; 60:111-125. [PMID: 30546269 DOI: 10.1007/s10144-018-0617-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
A model describes the relationship between mammal body mass and survivorship by combining replicative senescence theory postulating a cellular basis of aging, metabolic theory relating metabolism to body mass, and vitality theory relating survival to vitality loss and extrinsic mortality. In the combined framework, intrinsic mortality results from replicative senescence of the hematopoietic stem cells and extrinsic mortality results from environmental challenges. Because the model expresses the intrinsic and extrinsic rates with different powers of body mass, across the spectrum of mammals, survivorship changes from Type I to Type II curve shapes with decreasing body mass. Fitting the model to body mass and maximum lifespan data of 494 nonvolant mammals yields allometric relationships of body mass to the vitality parameters, from which full survivorship profiles were generated from body mass alone. Because maximum lifespan data is predominantly derived from captive populations, the generated survivorship curves were dominated by intrinsic mortality. Comparison of the mass-derived and observed survivorship curves provides insights into how specific populations deviate from the aggregate of populations observed under captivity.
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Affiliation(s)
- James J Anderson
- School of Aquatic and Fishery Sciences, University of Washington
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9
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Kahane‐Rapport SR, Goldbogen JA. Allometric scaling of morphology and engulfment capacity in rorqual whales. J Morphol 2018; 279:1256-1268. [DOI: 10.1002/jmor.20846] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2018] [Revised: 05/16/2018] [Accepted: 05/17/2018] [Indexed: 11/10/2022]
Affiliation(s)
- Shirel R. Kahane‐Rapport
- Department of Biology, Hopkins Marine Station Stanford University 120 Ocean View Blvd, Pacific Grove California
| | - Jeremy A. Goldbogen
- Department of Biology, Hopkins Marine Station Stanford University 120 Ocean View Blvd, Pacific Grove California
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10
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Yeakel JD, Kempes CP, Redner S. Dynamics of starvation and recovery predict extinction risk and both Damuth's law and Cope's rule. Nat Commun 2018; 9:657. [PMID: 29440734 PMCID: PMC5811595 DOI: 10.1038/s41467-018-02822-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2017] [Accepted: 01/02/2018] [Indexed: 11/09/2022] Open
Abstract
The eco-evolutionary dynamics of species are fundamentally linked to the energetic constraints of their constituent individuals. Of particular importance is the interplay between reproduction and the dynamics of starvation and recovery. To elucidate this interplay, here we introduce a nutritional state-structured model that incorporates two classes of consumers: nutritionally replete, reproducing consumers, and undernourished, nonreproducing consumers. We obtain strong constraints on starvation and recovery rates by deriving allometric scaling relationships and find that population dynamics are typically driven to a steady state. Moreover, these rates fall within a "refuge" in parameter space, where the probability of population extinction is minimized. We also show that our model provides a natural framework to predict steady state population abundances known as Damuth's law, and maximum mammalian body size. By determining the relative stability of an otherwise homogeneous population to a competing population with altered percent body fat, this framework provides a principled mechanism for a selective driver of Cope's rule.
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Affiliation(s)
- Justin D Yeakel
- School of Natural Sciences, University of California, Merced, CA, 95340, USA. .,The Santa Fe Institute, 1399 Hyde Park Road, Santa Fe, NM, 87501, USA.
| | | | - Sidney Redner
- The Santa Fe Institute, 1399 Hyde Park Road, Santa Fe, NM, 87501, USA.
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11
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Castiglione S, Tesone G, Piccolo M, Melchionna M, Mondanaro A, Serio C, Di Febbraro M, Raia P. A new method for testing evolutionary rate variation and shifts in phenotypic evolution. Methods Ecol Evol 2018. [DOI: 10.1111/2041-210x.12954] [Citation(s) in RCA: 62] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
- Silvia Castiglione
- Dipartimento di Scienze della Terradell'Ambiente e delle RisorseUniversità di Napoli “Federico II” Napoli Italy
| | - Gianmarco Tesone
- Dipartimento di Scienze della Terradell'Ambiente e delle RisorseUniversità di Napoli “Federico II” Napoli Italy
| | - Martina Piccolo
- Dipartimento di Scienze della Terradell'Ambiente e delle RisorseUniversità di Napoli “Federico II” Napoli Italy
| | - Marina Melchionna
- Dipartimento di Scienze della Terradell'Ambiente e delle RisorseUniversità di Napoli “Federico II” Napoli Italy
| | - Alessandro Mondanaro
- Dipartimento di Scienze della Terradell'Ambiente e delle RisorseUniversità di Napoli “Federico II” Napoli Italy
| | - Carmela Serio
- Dipartimento di Scienze della Terradell'Ambiente e delle RisorseUniversità di Napoli “Federico II” Napoli Italy
| | - Mirko Di Febbraro
- Dipartimento di Bioscienze e TerritorioUniversità degli Studi del Molise Pesche, Isernia Italy
| | - Pasquale Raia
- Dipartimento di Scienze della Terradell'Ambiente e delle RisorseUniversità di Napoli “Federico II” Napoli Italy
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12
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Wilson KL, Honsey AE, Moe B, Venturelli P. Growing the biphasic framework: Techniques and recommendations for fitting emerging growth models. Methods Ecol Evol 2017. [DOI: 10.1111/2041-210x.12931] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Kyle L. Wilson
- Department of Biological SciencesUniversity of Calgary Calgary AB Canada
| | - Andrew E. Honsey
- Ecology, Evolution, and Behavior Graduate ProgramUniversity of Minnesota St. Paul MN USA
- Department of Fisheries, Wildlife, and Conservation BiologyUniversity of Minnesota Saint Paul MN USA
| | - Brian Moe
- Coastal and Marine LaboratoryFlorida State University St. Teresa FL USA
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13
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Gallet R, Violle C, Fromin N, Jabbour-Zahab R, Enquist BJ, Lenormand T. The evolution of bacterial cell size: the internal diffusion-constraint hypothesis. ISME JOURNAL 2017; 11:1559-1568. [PMID: 28375214 DOI: 10.1038/ismej.2017.35] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/2016] [Revised: 01/13/2017] [Accepted: 02/06/2017] [Indexed: 11/09/2022]
Abstract
Size is one of the most important biological traits influencing organismal ecology and evolution. However, we know little about the drivers of body size evolution in unicellulars. A long-term evolution experiment (Lenski's LTEE) in which Escherichia coli adapts to a simple glucose medium has shown that not only the growth rate and the fitness of the bacterium increase over time but also its cell size. This increase in size contradicts prominent 'external diffusion' theory (EDC) predicting that cell size should have evolved toward smaller cells. Among several scenarios, we propose and test an alternative 'internal diffusion-constraint' (IDC) hypothesis for cell size evolution. A change in cell volume affects metabolite concentrations in the cytoplasm. The IDC states that a higher metabolism can be achieved by a reduction in the molecular traffic time inside of the cell, by increasing its volume. To test this hypothesis, we studied a population from the LTEE. We show that bigger cells with greater growth and CO2 production rates and lower mass-to-volume ratio were selected over time in the LTEE. These results are consistent with the IDC hypothesis. This novel hypothesis offers a promising approach for understanding the evolutionary constraints on cell size.
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Affiliation(s)
- Romain Gallet
- CEFE UMR 5175, CNRS, Université de Montpellier, Université Paul-Valéry Montpellier, EPHE, Montpellier Cedex 5, France.,UMR-BGPI-INRA-TA A-54/K Campus International de Baillarguet, Montpellier Cedex 5, France
| | - Cyrille Violle
- CEFE UMR 5175, CNRS, Université de Montpellier, Université Paul-Valéry Montpellier, EPHE, Montpellier Cedex 5, France
| | - Nathalie Fromin
- CEFE UMR 5175, CNRS, Université de Montpellier, Université Paul-Valéry Montpellier, EPHE, Montpellier Cedex 5, France
| | - Roula Jabbour-Zahab
- CEFE UMR 5175, CNRS, Université de Montpellier, Université Paul-Valéry Montpellier, EPHE, Montpellier Cedex 5, France
| | - Brian J Enquist
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA.,Santa Fe Institute, Santa Fe, NM, USA
| | - Thomas Lenormand
- CEFE UMR 5175, CNRS, Université de Montpellier, Université Paul-Valéry Montpellier, EPHE, Montpellier Cedex 5, France
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14
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Abstract
Large herbivores and carnivores (the megafauna) have been in a state of decline and extinction since the Late Pleistocene, both on land and more recently in the oceans. Much has been written on the timing and causes of these declines, but only recently has scientific attention focused on the consequences of these declines for ecosystem function. Here, we review progress in our understanding of how megafauna affect ecosystem physical and trophic structure, species composition, biogeochemistry, and climate, drawing on special features of PNAS and Ecography that have been published as a result of an international workshop on this topic held in Oxford in 2014. Insights emerging from this work have consequences for our understanding of changes in biosphere function since the Late Pleistocene and of the functioning of contemporary ecosystems, as well as offering a rationale and framework for scientifically informed restoration of megafaunal function where possible and appropriate.
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15
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Abstract
Studies of body size evolution, and life-history theory in general, are conducted without taking into account cancer as a factor that can end an organism's reproductive lifespan. This reflects a tacit assumption that predation, parasitism and starvation are of overriding importance in the wild. We argue here that even if deaths directly attributable to cancer are a rarity in studies of natural populations, it remains incorrect to infer that cancer has not been of importance in shaping observed life histories. We present first steps towards a cancer-aware life-history theory, by quantifying the decrease in the length of the expected reproductively active lifespan that follows from an attempt to grow larger than conspecific competitors. If all else is equal, a larger organism is more likely to develop cancer, but, importantly, many factors are unlikely to be equal. Variations in extrinsic mortality as well as in the pace of life—larger organisms are often near the slow end of the fast–slow life-history continuum—can make realized cancer incidences more equal across species than what would be observed in the absence of adaptive responses to cancer risk (alleviating the so-called Peto's paradox). We also discuss reasons why patterns across species can differ from within-species predictions. Even if natural selection diminishes cancer susceptibility differences between species, within-species differences can remain. In many sexually dimorphic cases, we predict males to be more cancer-prone than females, forming an understudied component of sexual conflict.
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Affiliation(s)
- Hanna Kokko
- Wissenschaftskolleg zu Berlin, Institute for Advanced Study, Wallotstrasse 19, Berlin 14193, Germany Institute of Evolutionary Biology and Environmental Studies, University of Zurich, Winterthurerstrasse 190, Zurich 8057, Switzerland
| | - Michael E Hochberg
- Wissenschaftskolleg zu Berlin, Institute for Advanced Study, Wallotstrasse 19, Berlin 14193, Germany Institut des Sciences de l'Evolution, Université Montpellier, UMR5554 du CNRS, Montpellier 34095, France Santa Fe Institute, 1399 Hyde Park Road, Santa Fe, NM 87501, USA
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16
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Quetglas A, Rueda L, Alvarez-Berastegui D, Guijarro B, Massutí E. Contrasting Responses to Harvesting and Environmental Drivers of Fast and Slow Life History Species. PLoS One 2016; 11:e0148770. [PMID: 26859577 PMCID: PMC4747561 DOI: 10.1371/journal.pone.0148770] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2015] [Accepted: 01/22/2016] [Indexed: 11/19/2022] Open
Abstract
According to their main life history traits, organisms can be arranged in a continuum from fast (species with small body size, short lifespan and high fecundity) to slow (species with opposite characteristics). Life history determines the responses of organisms to natural and anthropogenic factors, as slow species are expected to be more sensitive than fast species to perturbations. Owing to their contrasting traits, cephalopods and elasmobranchs are typical examples of fast and slow strategies, respectively. We investigated the responses of these two contrasting strategies to fishing exploitation and environmental conditions (temperature, productivity and depth) using generalized additive models. Our results confirmed the foreseen contrasting responses of cephalopods and elasmobranchs to natural (environment) and anthropogenic (harvesting) influences. Even though a priori foreseen, we did expect neither the clear-cut differential responses between groups nor the homogeneous sensitivity to the same factors within the two taxonomic groups. Apart from depth, which affected both groups equally, cephalopods and elasmobranchs were exclusively affected by environmental conditions and fishing exploitation, respectively. Owing to its short, annual cycle, cephalopods do not have overlapping generations and consequently lack the buffering effects conferred by different age classes observed in multi-aged species such as elasmobranchs. We suggest that cephalopods are sensitive to short-term perturbations, such as seasonal environmental changes, because they lack this buffering effect but they are in turn not influenced by continuous, long-term moderate disturbances such as fishing because of its high population growth and turnover. The contrary would apply to elasmobranchs, whose multi-aged population structure would buffer the seasonal environmental effects, but they would display strong responses to uninterrupted harvesting due to its low population resilience. Besides providing empirical evidence to the theoretically predicted contrasting responses of cephalopods and elasmobranchs to disturbances, our results are useful for the sustainable exploitation of these resources.
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Affiliation(s)
- Antoni Quetglas
- Instituto Español de Oceanografía, Centre Oceanogràfic de les Balears, Palma de Mallorca, Spain
- * E-mail:
| | - Lucía Rueda
- Instituto Español de Oceanografía, Centre Oceanogràfic de les Balears, Palma de Mallorca, Spain
| | | | - Beatriz Guijarro
- Instituto Español de Oceanografía, Centre Oceanogràfic de les Balears, Palma de Mallorca, Spain
| | - Enric Massutí
- Instituto Español de Oceanografía, Centre Oceanogràfic de les Balears, Palma de Mallorca, Spain
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17
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Saarinen JJ, Boyer AG, Brown JH, Costa DP, Ernest SKM, Evans AR, Fortelius M, Gittleman JL, Hamilton MJ, Harding LE, Lintulaakso K, Lyons SK, Okie JG, Sibly RM, Stephens PR, Theodor J, Uhen MD, Smith FA. Patterns of maximum body size evolution in Cenozoic land mammals: eco-evolutionary processes and abiotic forcing. Proc Biol Sci 2014; 281:20132049. [PMID: 24741007 DOI: 10.1098/rspb.2013.2049] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
There is accumulating evidence that macroevolutionary patterns of mammal evolution during the Cenozoic follow similar trajectories on different continents. This would suggest that such patterns are strongly determined by global abiotic factors, such as climate, or by basic eco-evolutionary processes such as filling of niches by specialization. The similarity of pattern would be expected to extend to the history of individual clades. Here, we investigate the temporal distribution of maximum size observed within individual orders globally and on separate continents. While the maximum size of individual orders of large land mammals show differences and comprise several families, the times at which orders reach their maximum size over time show strong congruence, peaking in the Middle Eocene, the Oligocene and the Plio-Pleistocene. The Eocene peak occurs when global temperature and land mammal diversity are high and is best explained as a result of niche expansion rather than abiotic forcing. Since the Eocene, there is a significant correlation between maximum size frequency and global temperature proxy. The Oligocene peak is not statistically significant and may in part be due to sampling issues. The peak in the Plio-Pleistocene occurs when global temperature and land mammal diversity are low, it is statistically the most robust one and it is best explained by global cooling. We conclude that the macroevolutionary patterns observed are a result of the interplay between eco-evolutionary processes and abiotic forcing.
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Affiliation(s)
- Juha J Saarinen
- Department of Geosciences and Geography, University of Helsinki, , Helsinki, Finland, Department of Ecology and Evolutionary Biology, University of Tennessee, , Knoxville, TN, USA, Department of Biology, University of New Mexico, , Albuquerque, NM, USA, Department of Anthropology, University of New Mexico, , Albuquerque, NM, USA, Department of Ecology and Evolutionary Biology, University of California, , Santa Cruz, CA, USA, Department of Biology and the Ecology Center, Utah State University, , Logan, UT, USA, School of Biological Sciences, Monash University, , Victoria, Australia, Odum School of Ecology, University of Georgia, , Athens, GA, USA, Santa Fe Institute, , Santa Fe, NM, USA, Department of Paleobiology, Smithsonian Institution, , Washington, DC, USA, School of Earth and Space Exploration, Arizona State University, , Tempe, Arizona, USA, School of Biological Sciences, University of Reading, , Reading, UK, Department of Biological Sciences, University of Calgary, , Calgary, Alberta, Canada, Department of Atmospheric, Oceanic and Earth Sciences, George Mason University, , Fairfax, VA, USA
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