201
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Dynamics in microbial communities: unraveling mechanisms to identify principles. ISME JOURNAL 2014; 9:1488-95. [PMID: 25526370 DOI: 10.1038/ismej.2014.251] [Citation(s) in RCA: 189] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2014] [Revised: 10/20/2014] [Accepted: 11/16/2014] [Indexed: 01/16/2023]
Abstract
Diversity begets higher-order properties such as functional stability and robustness in microbial communities, but principles that inform conceptual (and eventually predictive) models of community dynamics are lacking. Recent work has shown that selection as well as dispersal and drift shape communities, but the mechanistic bases for assembly of communities and the forces that maintain their function in the face of environmental perturbation are not well understood. Conceptually, some interactions among community members could generate endogenous dynamics in composition, even in the absence of environmental changes. These endogenous dynamics are further perturbed by exogenous forcing factors to produce a richer network of community interactions and it is this 'system' that is the basis for higher-order community properties. Elucidation of principles that follow from this conceptual model requires identifying the mechanisms that (a) optimize diversity within a community and (b) impart community stability. The network of interactions between organisms can be an important element by providing a buffer against disturbance beyond the effect of functional redundancy, as alternative pathways with different combinations of microbes can be recruited to fulfill specific functions.
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202
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Barnes AD, Emberson RM, Krell FT, Didham RK. The role of species traits in mediating functional recovery during matrix restoration. PLoS One 2014. [PMID: 25502448 DOI: 10.5061/dryad.62512] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Reversing anthropogenic impacts on habitat structure is frequently successful through restoration, but the mechanisms linking habitat change, community reassembly and recovery of ecosystem functioning remain unknown. We test for the influence of edge effects and matrix habitat restoration on the reassembly of dung beetle communities and consequent recovery of dung removal rates across tropical forest edges. Using path modelling, we disentangle the relative importance of community-weighted trait means and functional trait dispersion from total biomass effects on rates of dung removal. Community trait composition and biomass of dung beetle communities responded divergently to edge effects and matrix habitat restoration, yielding opposing effects on dung removal. However, functional dispersion--used in this study as a measure of niche complementarity--did not explain a significant amount of variation in dung removal rates across habitat edges. Instead, we demonstrate that the path to functional recovery of these altered ecosystems depends on the trait-mean composition of reassembling communities, over and above purely biomass-dependent processes that would be expected under neutral theory. These results suggest that any ability to manage functional recovery of ecosystems during habitat restoration will demand knowledge of species' roles in ecosystem processes.
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Affiliation(s)
- Andrew D Barnes
- School of Biological Sciences, University of Canterbury, Private Bag 4800, Christchurch, New Zealand; Systemic Conservation Biology, Johann-Friedrich-Blumenbach Institute for Zoology and Anthropology, University of Göttingen, Göttingen, Germany
| | | | - Frank-Thorsten Krell
- Department of Zoology, Denver Museum of Nature & Science, Denver, Colorado, United States of America
| | - Raphael K Didham
- CSIRO Land & Water Flagship, Centre for Environment and Life Sciences, Floreat, Western Australia, Australia; School of Animal Biology, The University of Western Australia, Crawley, Western Australia, Australia
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203
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Troia MJ, Gido KB. Functional strategies drive community assembly of stream fishes along environmental gradients and across spatial scales. Oecologia 2014; 177:545-59. [PMID: 25502608 DOI: 10.1007/s00442-014-3178-1] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2014] [Accepted: 12/01/2014] [Indexed: 11/26/2022]
Abstract
Trade-offs among functional traits produce multi-trait strategies that shape species' interactions with the environment and drive the assembly of local communities from regional species pools. Stream fish communities vary along stream size gradients and among hierarchically structured habitat patches, but little is known about how the dispersion of strategies varies along environmental gradients and across spatial scales. We used null models to quantify the dispersion of reproductive life history, feeding, and locomotion strategies in communities sampled at three spatial scales in a prairie stream network in Kansas, USA. Strategies were generally underdispersed at all spatial scales, corroborating the longstanding notion of abiotic filtering in stream fish communities. We tested for variation in strategy dispersion along a gradient of stream size and between headwater streams draining different ecoregions. Reproductive life history strategies became increasingly underdispersed moving from downstream to upstream, suggesting that abiotic filtering is stronger in headwaters. This pattern was stronger among reaches compared to mesohabitats, supporting the premise that differences in hydrologic regime among reaches filter reproductive life history strategies. Feeding strategies became increasingly underdispersed moving from upstream to downstream, indicating that environmental filters associated with stream size affect the dispersion of feeding and reproductive life history in opposing ways. Weak differences in strategy dispersion were detected between ecoregions, suggesting that different abiotic filters or strategies drive community differences between ecoregions. Given the pervasiveness of multi-trait strategies in plant and animal communities, we conclude that the assessment of strategy dispersion offers a comprehensive approach for elucidating mechanisms of community assembly.
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Affiliation(s)
- Matthew J Troia
- Division of Biology, Kansas State University, 116 Ackert Hall, Manhattan, KS, 66506, USA,
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204
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Barnes AD, Emberson RM, Krell FT, Didham RK. The role of species traits in mediating functional recovery during matrix restoration. PLoS One 2014; 9:e115385. [PMID: 25502448 PMCID: PMC4264948 DOI: 10.1371/journal.pone.0115385] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2014] [Accepted: 11/22/2014] [Indexed: 11/29/2022] Open
Abstract
Reversing anthropogenic impacts on habitat structure is frequently successful through restoration, but the mechanisms linking habitat change, community reassembly and recovery of ecosystem functioning remain unknown. We test for the influence of edge effects and matrix habitat restoration on the reassembly of dung beetle communities and consequent recovery of dung removal rates across tropical forest edges. Using path modelling, we disentangle the relative importance of community-weighted trait means and functional trait dispersion from total biomass effects on rates of dung removal. Community trait composition and biomass of dung beetle communities responded divergently to edge effects and matrix habitat restoration, yielding opposing effects on dung removal. However, functional dispersion—used in this study as a measure of niche complementarity—did not explain a significant amount of variation in dung removal rates across habitat edges. Instead, we demonstrate that the path to functional recovery of these altered ecosystems depends on the trait-mean composition of reassembling communities, over and above purely biomass-dependent processes that would be expected under neutral theory. These results suggest that any ability to manage functional recovery of ecosystems during habitat restoration will demand knowledge of species' roles in ecosystem processes.
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Affiliation(s)
- Andrew D. Barnes
- School of Biological Sciences, University of Canterbury, Private Bag 4800, Christchurch, New Zealand
- Systemic Conservation Biology, Johann-Friedrich-Blumenbach Institute for Zoology and Anthropology, University of Göttingen, Göttingen, Germany
- * E-mail:
| | | | - Frank-Thorsten Krell
- Department of Zoology, Denver Museum of Nature & Science, Denver, Colorado, United States of America
| | - Raphael K. Didham
- CSIRO Land & Water Flagship, Centre for Environment and Life Sciences, Floreat, Western Australia, Australia
- School of Animal Biology, The University of Western Australia, Crawley, Western Australia, Australia
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205
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Null model approaches to evaluating the relative role of different assembly processes in shaping ecological communities. Oecologia 2014; 178:261-73. [DOI: 10.1007/s00442-014-3170-9] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2014] [Accepted: 11/18/2014] [Indexed: 10/24/2022]
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206
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Cornell HV, Harrison SP. What Are Species Pools and When Are They Important? ANNUAL REVIEW OF ECOLOGY EVOLUTION AND SYSTEMATICS 2014. [DOI: 10.1146/annurev-ecolsys-120213-091759] [Citation(s) in RCA: 202] [Impact Index Per Article: 18.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Howard V. Cornell
- Department of Environmental Science and Policy, University of California, Davis, California 95616; ,
| | - Susan P. Harrison
- Department of Environmental Science and Policy, University of California, Davis, California 95616; ,
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207
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Trisos CH, Petchey OL, Tobias JA. Unraveling the Interplay of Community Assembly Processes Acting on Multiple Niche Axes across Spatial Scales. Am Nat 2014; 184:593-608. [DOI: 10.1086/678233] [Citation(s) in RCA: 61] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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208
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Bryson ES, Trussell GC, Ewanchuk PJ. Broad-scale geographic variation in the organization of rocky intertidal communities in the Gulf of Maine. ECOL MONOGR 2014. [DOI: 10.1890/13-1106.1] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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209
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Lankau EW, Lankau RA. Plant species capacity to drive soil fungal communities contributes to differential impacts of plant–soil legacies. Ecology 2014. [DOI: 10.1890/13-2342.1] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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210
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Spasojevic MJ, Yablon EA, Oberle B, Myers JA. Ontogenetic trait variation influences tree community assembly across environmental gradients. Ecosphere 2014. [DOI: 10.1890/es14-000159.1] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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211
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Angert AL, Kimball S, Peterson M, Huxman TE, Venable DL. Phenotypic constraints and community structure: Linking trade-offs within and among species. Evolution 2014; 68:3149-65. [DOI: 10.1111/evo.12514] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2013] [Accepted: 07/29/2014] [Indexed: 11/30/2022]
Affiliation(s)
- Amy L. Angert
- Departments of Botany and Zoology; University of British Columbia; Vancouver BC V6T 1Z4 Canada
| | - Sarah Kimball
- Center for Environmental Biology; University of California; Irvine California 92697
| | - Megan Peterson
- Department of Ecology and Evolutionary Biology; University of California; Santa Cruz California 95064
| | - Travis E. Huxman
- Center for Environmental Biology; University of California; Irvine California 92697
- Department of Ecology and Evolutionary Biology; University of California; Irvine California 92697
| | - David L. Venable
- Department of Ecology and Evolutionary Biology; University of Arizona; Tucson Arizona 85721
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212
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Abstract
Understanding, modeling, and predicting the impact of global change on ecosystem functioning across biogeographical gradients can benefit from enhanced capacity to represent biota as a continuous distribution of traits. However, this is a challenge for the field of biogeography historically grounded on the species concept. Here we focus on the newly emergent field of functional biogeography: the study of the geographic distribution of trait diversity across organizational levels. We show how functional biogeography bridges species-based biogeography and earth science to provide ideas and tools to help explain gradients in multifaceted diversity (including species, functional, and phylogenetic diversities), predict ecosystem functioning and services worldwide, and infuse regional and global conservation programs with a functional basis. Although much recent progress has been made possible because of the rising of multiple data streams, new developments in ecoinformatics, and new methodological advances, future directions should provide a theoretical and comprehensive framework for the scaling of biotic interactions across trophic levels and its ecological implications.
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213
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Steiner CF. Stochastic sequential dispersal and nutrient enrichment drive beta diversity in space and time. Ecology 2014. [DOI: 10.1890/13-1321.1] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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214
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Dallas T, Drake JM. Relative importance of environmental, geographic, and spatial variables on zooplankton metacommunities. Ecosphere 2014. [DOI: 10.1890/es14-00071.1] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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215
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Chan YL, Schanzenbach D, Hickerson MJ. Detecting concerted demographic response across community assemblages using hierarchical approximate Bayesian computation. Mol Biol Evol 2014; 31:2501-15. [PMID: 24925925 PMCID: PMC4137712 DOI: 10.1093/molbev/msu187] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022] Open
Abstract
Methods that integrate population-level sampling from multiple taxa into a single community-level analysis are an essential addition to the comparative phylogeographic toolkit. Detecting how species within communities have demographically tracked each other in space and time is important for understanding the effects of future climate and landscape changes and the resulting acceleration of extinctions, biological invasions, and potential surges in adaptive evolution. Here, we present a statistical framework for such an analysis based on hierarchical approximate Bayesian computation (hABC) with the goal of detecting concerted demographic histories across an ecological assemblage. Our method combines population genetic data sets from multiple taxa into a single analysis to estimate: 1) the proportion of a community sample that demographically expanded in a temporally clustered pulse and 2) when the pulse occurred. To validate the accuracy and utility of this new approach, we use simulation cross-validation experiments and subsequently analyze an empirical data set of 32 avian populations from Australia that are hypothesized to have expanded from smaller refugia populations in the late Pleistocene. The method can accommodate data set heterogeneity such as variability in effective population size, mutation rates, and sample sizes across species and exploits the statistical strength from the simultaneous analysis of multiple species. This hABC framework used in a multitaxa demographic context can increase our understanding of the impact of historical climate change by determining what proportion of the community responded in concert or independently and can be used with a wide variety of comparative phylogeographic data sets as biota-wide DNA barcoding data sets accumulate.
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Affiliation(s)
- Yvonne L Chan
- Hawai'i Institute of Marine Biology, School of Ocean and Earth Science and Technology, University of Hawai'i at Manoa
| | | | - Michael J Hickerson
- Biology Department, City College of New YorkThe Graduate Center, City University of New York
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216
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Morphological diversity at different spatial scales in a Neotropical bat assemblage. Oecologia 2014; 176:557-68. [DOI: 10.1007/s00442-014-3039-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2013] [Accepted: 08/11/2014] [Indexed: 10/24/2022]
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217
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Simonis JL, Ellis JC. Bathing birds bias β-diversity: Frequent dispersal by gulls homogenizes fauna in a rock-pool metacommunity. Ecology 2014; 95:1545-55. [DOI: 10.1890/13-1185.1] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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218
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Kraft NJB, Crutsinger GM, Forrestel EJ, Emery NC. Functional trait differences and the outcome of community assembly: an experimental test with vernal pool annual plants. OIKOS 2014. [DOI: 10.1111/oik.01311] [Citation(s) in RCA: 85] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
| | | | | | - Nancy C. Emery
- Deps of Biological Sciences and Botany and Plant Pathology; Purdue Univ.; West Lafayette IN 47907 USA
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219
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Bodenhausen N, Bortfeld-Miller M, Ackermann M, Vorholt JA. A synthetic community approach reveals plant genotypes affecting the phyllosphere microbiota. PLoS Genet 2014; 10:e1004283. [PMID: 24743269 PMCID: PMC3990490 DOI: 10.1371/journal.pgen.1004283] [Citation(s) in RCA: 238] [Impact Index Per Article: 21.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2013] [Accepted: 02/18/2014] [Indexed: 12/12/2022] Open
Abstract
The identity of plant host genetic factors controlling the composition of the plant microbiota and the extent to which plant genes affect associated microbial populations is currently unknown. Here, we use a candidate gene approach to investigate host effects on the phyllosphere community composition and abundance. To reduce the environmental factors that might mask genetic factors, the model plant Arabidopsis thaliana was used in a gnotobiotic system and inoculated with a reduced complexity synthetic bacterial community composed of seven strains representing the most abundant phyla in the phyllosphere. From a panel of 55 plant mutants with alterations in the surface structure, cell wall, defense signaling, secondary metabolism, and pathogen recognition, a small number of single host mutations displayed an altered microbiota composition and/or abundance. Host alleles that resulted in the strongest perturbation of the microbiota relative to the wild-type were lacs2 and pec1. These mutants affect cuticle formation and led to changes in community composition and an increased bacterial abundance relative to the wild-type plants, suggesting that different bacteria can benefit from a modified cuticle to different extents. Moreover, we identified ein2, which is involved in ethylene signaling, as a host factor modulating the community's composition. Finally, we found that different Arabidopsis accessions exhibited different communities, indicating that plant host genetic factors shape the associated microbiota, thus harboring significant potential for the identification of novel plant factors affecting the microbiota of the communities. The leaves of plants are inhabited by a diverse community of microorganisms. These leaf inhabitants influence their hosts with respect to growth and resistance to abiotic and biotic stresses. Recent studies revealed that the bacterial communities associated with leaves undergo selection, resulting in conserved microbial communities. However, the factors that are involved in structuring of bacterial communities are not well understood. In order to uncover host genetic factors that determine the community composition and to exclude confounding environmental effects, we inoculated Arabidopsis thaliana with a synthetic bacterial community under controlled conditions We screened a panel of Arabidopsis mutants defective in various traits for alterations in community structure and abundance and were able to show that cuticle synthesis and ethylene perception affect the bacterial community. In addition, we identified plant ecotypes with drastic differences in the community composition. Our system can thus be used to identify additional host genes and to broaden insights into plant microbe interactions, potentially providing a basis for applied plant protection through the identification of traits that enhance growth of plant probiotic bacteria.
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Affiliation(s)
| | | | - Martin Ackermann
- Department of Environmental Sciences, ETH Zurich, Zurich, Switzerland
- Department of Environmental Microbiology, Eawag, Dubendorf, Switzerland
| | - Julia A. Vorholt
- Institute of Microbiology, ETH Zurich, Zurich, Switzerland
- * E-mail:
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220
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Barnes RSK. The nature and location of spatial change in species assemblages: a new approach illustrated by the seagrass macrofauna of the Knysna estuarine bay, South Africa. ACTA ACUST UNITED AC 2014. [DOI: 10.1080/0035919x.2014.899277] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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221
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Aiba M, Katabuchi M, Takafumi H, Matsuzaki SIS, Sasaki T, Hiura T. Robustness of trait distribution metrics for community assembly studies under the uncertainties of assembly processes. Ecology 2014; 94:2873-85. [PMID: 24597232 DOI: 10.1890/13-0269.1] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Numerous studies have revealed the existence of nonrandom trait distribution patterns as a sign of environmental filtering and/or biotic interactions in a community assembly process. A number of metrics with various algorithms have been used to detect these patterns without any clear guidelines. Although some studies have compared their statistical powers, the differences in performance among the metrics under the conditions close to actual studies are not clear. Therefore, the performances of five metrics of convergence and 16 metrics of divergence under alternative conditions were comparatively analyzed using a suite of simulated communities. We focused particularly on the robustness of the performances to conditions that are often uncertain and uncontrollable in actual studies; e.g., atypical trait distribution patterns stemming from the operation of multiple assembly mechanisms, a scaling of trait-function relationships, and a sufficiency of analyzed traits. Most tested metrics, for either convergence or divergence, had sufficient statistical power to distinguish nonrandom trait distribution patterns without uncertainty. However, the performances of the metrics were considerably influenced by both atypical trait distribution patterns and other uncertainties. Influences from these uncertainties varied among the metrics of different algorithms and their performances were often complementary. Therefore, under the uncertainties of an assembly process, the selection of appropriate metrics and the combined use of complementary metrics are critically important to reliably distinguish nonrandom patterns in a trait distribution. We provide a tentative list of recommended metrics for future studies.
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Affiliation(s)
- Masahiro Aiba
- Graduate School of Life Sciences, Tohoku University, 6-3 Aoba, Aramaki, Aoba-ku, Sendai 9808578 Japan.
| | - Masatoshi Katabuchi
- Key Laboratory of Tropical Forest Ecology, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Menglun, Mengla, Yunnan 666303 China
| | - Hino Takafumi
- Tomakomai Research Station, Field Science Center for Northern Biosphere, Hokkaido University, Takaoka, Tomakomai 053 0035 Japan
| | - Shin-Ichiro S Matsuzaki
- Center for Environmental Biology and Ecosystem Studies, National Institute for Environmental Studies, 16-2 Onogawa, Tsukuba 3058506 Japan
| | - Takehiro Sasaki
- Graduate School of Life Sciences, Tohoku University, 6-3 Aoba, Aramaki, Aoba-ku, Sendai 9808578 Japan
| | - Tsutom Hiura
- Tomakomai Research Station, Field Science Center for Northern Biosphere, Hokkaido University, Takaoka, Tomakomai 053 0035 Japan
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222
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Bhaskar R, Dawson TE, Balvanera P. Community assembly and functional diversity along succession post-management. Funct Ecol 2014. [DOI: 10.1111/1365-2435.12257] [Citation(s) in RCA: 99] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Radika Bhaskar
- Centro de Investigaciones en Ecosistemas; Universidad Nacional Autónoma de México; Morelia 58089 Mexico
- Department of Integrative Biology; University of California; Berkeley CA 94720-3140 USA
| | - Todd E. Dawson
- Department of Integrative Biology; University of California; Berkeley CA 94720-3140 USA
| | - Patricia Balvanera
- Centro de Investigaciones en Ecosistemas; Universidad Nacional Autónoma de México; Morelia 58089 Mexico
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223
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Montaña CG, Winemiller KO, Sutton A. Intercontinental comparison of fish ecomorphology: null model tests of community assembly at the patch scale in rivers. ECOL MONOGR 2014. [DOI: 10.1890/13-0708.1] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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224
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Larsen S, Ormerod SJ. Anthropogenic modification disrupts species co-occurrence in stream invertebrates. GLOBAL CHANGE BIOLOGY 2014; 20:51-60. [PMID: 23959933 DOI: 10.1111/gcb.12355] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2013] [Accepted: 07/31/2013] [Indexed: 06/02/2023]
Abstract
The question of whether species co-occurrence is random or deterministic has received considerable attention, but little is known about how anthropogenic disturbance mediates the outcomes. By combining experiments, field surveys and analysis against null models, we tested the hypothesis that anthropogenic habitat modification disrupts species co-occurrence in stream invertebrates across spatial scales. Whereas communities in unmodified conditions were structured deterministically with significant species segregation, catchment-scale conversion to agriculture and sediment deposition at the patch- or micro-habitat scale apparently randomized species co-occurrences. This shift from non-random to random was mostly independent of species richness, abundance and spatial scale. Data on community-wide life-history traits (body size, dispersal ability and predatory habits) and beta-diversity indicated that anthropogenic modification disrupted community assembly by affecting biotic interactions and, to a lesser extent, altering habitat heterogeneity. These data illustrate that the balance between predictable and stochastic patterns in communities can reflect anthropogenic modifications that not only transcend scales but also change the relative forces that determine species coexistence. Research into the effects of habitat modification as a key to understanding global change should extend beyond species richness and composition to include species co-occurrence, species interactions and any functional consequences.
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Affiliation(s)
- Stefano Larsen
- Leibniz Institute of Freshwater Ecology and Inland Fishery, Mueggelseedamm 310, 12587, Berlin, Germany; The German Centre for Integrative Biodiversity Research (iDiv), Deutscher Platz 5e, 04103, Leipzig, Germany
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225
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Fernandez-Going BM, Harrison SP, Anacker BL, Safford HD. Climate interacts with soil to produce beta diversity in Californian plant communities. Ecology 2013; 94:2007-18. [PMID: 24279272 DOI: 10.1890/12-2011.1] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Spatially distinct communities can arise through interactions and feedbacks between abiotic and biotic factors. We suggest that, for plants, patches of infertile soils such as serpentine may support more distinct communities from those in the surrounding non-serpentine matrix in regions where the climate is more productive (i.e., warmer and/or wetter). Where both soil fertility and climatic productivity are high, communities may be dominated by plants with fast-growing functional traits, whereas where either soils or climate impose low productivity, species with stress-tolerant functional traits may predominate. As a result, both species and functional composition may show higher dissimilarity between patch and matrix in productive climates. This pattern may be reinforced by positive feedbacks, in which higher plant growth under favorable climate and soil conditions leads to higher soil fertility, further enhancing plant growth. For 96 pairs of sites across a 200-km latitudinal gradient in California, we found that the species and functional dissimilarities between communities on infertile serpentine and fertile non-serpentine soils were higher in more productive (wetter) regions. Woody species had more stress-tolerant functional traits on serpentine than non-serpentine soil, and as rainfall increased, woody species functional composition changed toward fast-growing traits on non-serpentine, but not on serpentine soils. Soil organic matter increased with rainfall, but only on non-serpentine soils, and the difference in organic matter between soils was positively correlated with plant community dissimilarity. These results illustrate a novel mechanism wherein climatic productivity is associated with higher species, functional, and landscape-level dissimilarity (beta diversity).
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Affiliation(s)
- B M Fernandez-Going
- Department of Ecology, Evolution, and Marine Biology, University of California, Santa Barbara, California 93106, USA.
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226
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Wollenberg KC, Veith M, Lötters S. Expanding the understanding of local community assembly in adaptive radiations. Ecol Evol 2013; 4:174-85. [PMID: 24558573 PMCID: PMC3925381 DOI: 10.1002/ece3.908] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2013] [Revised: 10/31/2013] [Accepted: 11/07/2013] [Indexed: 11/26/2022] Open
Abstract
Communities are thought to be assembled by two types of filters: by the environment relating to the fundamental niche and by biotic interactions relating to the realized niche. Both filters include parameters related to functional traits and their variation along environmental gradients. Here, we infer the general importance of environmental filtering of a functional trait determining local community assembly within insular adaptive radiations on the example of Caribbean Anolis lizards. We constructed maps for the probability of presence of Anolis ecomorphs (ecology-morphology-behavior specialists) on the Greater Antilles and overlaid these to estimate ecomorph community completeness (ECC) over the landscape. We then tested for differences in environmental parameter spaces among islands for real and cross-fitted ECC values to see whether the underlying assembly filters are deterministic (i.e., similar among islands). We then compared information-theoretic models of climatic and landscape parameters among Greater Antillean islands and inferred whether body mass as functional trait determines ECC. We found areas with high ECC to be strongly correlated with environmental filters, partly related to elevation. The environmental parameters influencing high ECC differed among islands. With the exception of the Jamaican twig ecomorph (which we suspect to be misclassified), smaller ecomorphs were more restricted to higher elevations than larger ones which might reflect filtering on the basis of differential physiological restrictions of ecomorphs. Our results in Anolis show that local community assembly within adaptive island radiations of animals can be determined by environmental filtering of functional traits, independently from species composition and realized environmental niche space.
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Affiliation(s)
- Katharina C Wollenberg
- Department of Biology School of Science, Engineering and Mathematics, Bethune-Cookman University 640 Dr Mary McLeod Bethune Blvd, Daytona Beach, Florida, 32114
| | - Michael Veith
- Department of Biogeography, Trier University Universitätsring 15, 54296, Trier, Germany
| | - Stefan Lötters
- Department of Biogeography, Trier University Universitätsring 15, 54296, Trier, Germany
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227
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Pellissier L, Pinto-Figueroa E, Niculita-Hirzel H, Moora M, Villard L, Goudet J, Guex N, Pagni M, Xenarios I, Sanders I, Guisan A. Plant species distributions along environmental gradients: do belowground interactions with fungi matter? FRONTIERS IN PLANT SCIENCE 2013; 4:500. [PMID: 24339830 PMCID: PMC3857535 DOI: 10.3389/fpls.2013.00500] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2013] [Accepted: 11/20/2013] [Indexed: 05/29/2023]
Abstract
The distribution of plants along environmental gradients is constrained by abiotic and biotic factors. Cumulative evidence attests of the impact of biotic factors on plant distributions, but only few studies discuss the role of belowground communities. Soil fungi, in particular, are thought to play an important role in how plant species assemble locally into communities. We first review existing evidence, and then test the effect of the number of soil fungal operational taxonomic units (OTUs) on plant species distributions using a recently collected dataset of plant and metagenomic information on soil fungi in the Western Swiss Alps. Using species distribution models (SDMs), we investigated whether the distribution of individual plant species is correlated to the number of OTUs of two important soil fungal classes known to interact with plants: the Glomeromycetes, that are obligatory symbionts of plants, and the Agaricomycetes, that may be facultative plant symbionts, pathogens, or wood decayers. We show that including the fungal richness information in the models of plant species distributions improves predictive accuracy. Number of fungal OTUs is especially correlated to the distribution of high elevation plant species. We suggest that high elevation soil show greater variation in fungal assemblages that may in turn impact plant turnover among communities. We finally discuss how to move beyond correlative analyses, through the design of field experiments manipulating plant and fungal communities along environmental gradients.
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Affiliation(s)
- Loïc Pellissier
- Department of Ecology and Evolution, University of LausanneLausanne, Switzerland
| | - Eric Pinto-Figueroa
- Department of Ecology and Evolution, University of LausanneLausanne, Switzerland
| | | | - Mari Moora
- Department of Botany, Institute of Ecology and Earth Sciences, University of TartuTartu, Estonia
| | - Lucas Villard
- Department of Ecology and Evolution, University of LausanneLausanne, Switzerland
| | - Jérome Goudet
- Department of Ecology and Evolution, University of LausanneLausanne, Switzerland
| | - Nicolas Guex
- VitalIT, Swiss Institute of BioinformaticsLausanne, Switzerland
| | - Marco Pagni
- VitalIT, Swiss Institute of BioinformaticsLausanne, Switzerland
| | - Ioannis Xenarios
- Department of Ecology and Evolution, University of LausanneLausanne, Switzerland
| | - Ian Sanders
- VitalIT, Swiss Institute of BioinformaticsLausanne, Switzerland
| | - Antoine Guisan
- Department of Ecology and Evolution, University of LausanneLausanne, Switzerland
- Institute of Earth Sciences, University of LausanneLausanne, Switzerland
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228
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Ndiribe C, Pellissier L, Antonelli S, Dubuis A, Pottier J, Vittoz P, Guisan A, Salamin N. Phylogenetic plant community structure along elevation is lineage specific. Ecol Evol 2013; 3:4925-39. [PMID: 24455126 PMCID: PMC3892358 DOI: 10.1002/ece3.868] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2013] [Revised: 09/15/2013] [Accepted: 09/19/2013] [Indexed: 11/08/2022] Open
Abstract
The trend of closely related taxa to retain similar environmental preferences mediated by inherited traits suggests that several patterns observed at the community scale originate from longer evolutionary processes. While the effects of phylogenetic relatedness have been previously studied within a single genus or family, lineage-specific effects on the ecological processes governing community assembly have rarely been studied for entire communities or flora. Here, we measured how community phylogenetic structure varies across a wide elevation gradient for plant lineages represented by 35 families, using a co-occurrence index and net relatedness index (NRI). We propose a framework that analyses each lineage separately and reveals the trend of ecological assembly at tree nodes. We found prevailing phylogenetic clustering for more ancient nodes and overdispersion in more recent tree nodes. Closely related species may thus rapidly evolve new environmental tolerances to radiate into distinct communities, while older lineages likely retain inherent environmental tolerances to occupy communities in similar environments, either through efficient dispersal mechanisms or the exclusion of older lineages with more divergent environmental tolerances. Our study illustrates the importance of disentangling the patterns of community assembly among lineages to better interpret the ecological role of traits. It also sheds light on studies reporting absence of phylogenetic signal, and opens new perspectives on the analysis of niche and trait conservatism across lineages.
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Affiliation(s)
- Charlotte Ndiribe
- Department of Ecology and Evolution, University of LausanneBiophore, 1015 Lausanne, Switzerland
- Swiss Institute of BioinformaticsGenopode, 1015 Lausanne, Switzerland
| | - Loïc Pellissier
- Department of Ecology and Evolution, University of LausanneBiophore, 1015 Lausanne, Switzerland
| | - Silvia Antonelli
- Division of Biology, Imperial College LondonSilwood Park Campus, Ascot, SL5 7PY, U.K
| | - Anne Dubuis
- Department of Ecology and Evolution, University of LausanneBiophore, 1015 Lausanne, Switzerland
| | - Julien Pottier
- Department of Ecology and Evolution, University of LausanneBiophore, 1015 Lausanne, Switzerland
| | - Pascal Vittoz
- Department of Ecology and Evolution, University of LausanneBiophore, 1015 Lausanne, Switzerland
| | - Antoine Guisan
- Department of Ecology and Evolution, University of LausanneBiophore, 1015 Lausanne, Switzerland
- Institute of Earth Surface Dynamics, University of LausanneGeopolis, 1015 Lausanne, Switzerland
| | - Nicolas Salamin
- Department of Ecology and Evolution, University of LausanneBiophore, 1015 Lausanne, Switzerland
- Swiss Institute of BioinformaticsGenopode, 1015 Lausanne, Switzerland
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229
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Bodey TW, Ward EJ, Phillips RA, McGill RAR, Bearhop S. Species versus guild level differentiation revealed across the annual cycle by isotopic niche examination. J Anim Ecol 2013; 83:470-8. [PMID: 24215391 DOI: 10.1111/1365-2656.12156] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2013] [Accepted: 09/27/2013] [Indexed: 11/27/2022]
Abstract
Interspecific competitive interactions typically result in niche differentiation to alleviate competition through mechanisms including character displacement. However, competition is not the sole constraint on resource partitioning, and its effects are mediated by factors including the environmental context in which species coexist. Colonial seabirds provide an excellent opportunity to investigate the importance of competition in shaping realized niche widths because their life histories lead to variation in intra- and interspecific competition across the annual cycle. Dense breeding aggregations result in intense competition for prey in surrounding waters, whereas non-breeding dispersal to larger geographical areas produces lower densities of competitors. Bayesian hierarchical models of the isotopic niche, closely aligned to the trophic niche, reveal the degree of segregation between species and functional groups during both time periods. Surprisingly, species explained far more of the variance in the isotopic niche during the non-breeding than the breeding period. Our results underline the key role of non-breeding dynamics in alleviating competition and promoting distinctions between species through the facilitation of resource partitioning. Such situations may be common in a diverse range of communities sustained by ephemeral but abundant food items. This highlights how consideration of the hierarchical grouping of competitive interactions alongside consideration of abiotic constraints across the complete annual cycle allows a full understanding of the role of competition in driving patterns of character displacement.
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Affiliation(s)
- Thomas W Bodey
- Centre for Ecology and Conservation, Penryn Campus, University of Exeter, Penryn, TR10 9EZ, UK
| | - Eric J Ward
- Conservation Biology Division, Northwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, 2725 Montlake Boulevard East, Seattle, WA, 98112, USA
| | - Richard A Phillips
- British Antarctic Survey, Natural Environment Research Council, High Cross, Madingley Road, Cambridge, CB3 0ET, UK
| | - Rona A R McGill
- SUERC, Rankine Avenue, Scottish Enterprise Technology Park, East Kilbride, G75 0QF, UK
| | - Stuart Bearhop
- Centre for Ecology and Conservation, Penryn Campus, University of Exeter, Penryn, TR10 9EZ, UK
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230
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De Laender F, Melian CJ, Bindler R, Van den Brink PJ, Daam M, Roussel H, Juselius J, Verschuren D, Janssen CR. The contribution of intra- and interspecific tolerance variability to biodiversity changes along toxicity gradients. Ecol Lett 2013; 17:72-81. [PMID: 24188283 DOI: 10.1111/ele.12210] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2013] [Revised: 08/06/2013] [Accepted: 10/07/2013] [Indexed: 11/30/2022]
Abstract
The worldwide distribution of toxicants is an important yet understudied driver of biodiversity, and the mechanisms relating toxicity to diversity have not been adequately explored. Here, we present a community model integrating demography, dispersal and toxicant-induced effects on reproduction driven by intraspecific and interspecific variability in toxicity tolerance. We compare model predictions to 458 species abundance distributions (SADs) observed along concentration gradients of toxicants to show that the best predictions occur when intraspecific variability is five and ten times higher than interspecific variability. At high concentrations, lower settings of intraspecific variability resulted in predictions of community extinction that were not supported by the observed SADs. Subtle but significant species losses at low concentrations were predicted only when intraspecific variability dominated over interspecific variability. Our results propose intraspecific variability as a key driver for biodiversity sustenance in ecosystems challenged by environmental change.
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Affiliation(s)
- Frederik De Laender
- Laboratory of Environmental Toxicology and Applied Ecology, Ghent University, Plateaustraat 22, 9000 Ghent, Belgium; Research Unit of Environmental and Evolutionary Biology, University of Namur, Rue de Bruxelles 61, 5000 Namur, Belgium
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231
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TABOR NEILJ, ROMANCHOCK CHARLESM, LOOY CYNTHIAV, HOTTON CAROLL, DIMICHELE WILLIAMA, CHANEY DANS. Conservatism of Late Pennsylvanian vegetational patterns during short-term cyclic and long-term directional environmental change, western equatorial Pangea. GEOLOGICAL SOCIETY SPECIAL PUBLICATION 2013; 376:201-234. [PMID: 25339793 PMCID: PMC4203347 DOI: 10.1144/sp376.14] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2023]
Abstract
Patterns of plant distribution by palaeoenvironment were examined across the Pennsylvanian-Permian transition in North-Central Texas. Stratigraphically recurrent packages of distinct lithofacies, representing different habitats, contain qualitatively and quantitatively different macrofloras and microfloras. The species pools demonstrate niche conservatism, remaining closely tied to specific habitats, during both short-term cyclic environmental change and a long-term trend of increasing aridity. The deposits examined principally comprise the terrestrial Markley and its approximate marine equivalent, the Harpersville Formation and parts of lower Archer City Formation. Fossiliferous deposits are lens-like, likely representing fill sequences of channels formed during abandonment phases. Palaeosols, represented by blocky mudstones, comprise a large fraction of the deposits. They suggest progressive climate change from minimally seasonal humid to seasonal subhumid to seasonal dry subhumid. Five lithofacies yielded plants: kaolinite-dominated siltstone, organic shale, mudstone beds within organic shale, coarsening upward mudstone-sandstone interbeds and channel sandstone. Both macro- and microflora were examined. Lithofacies proved compositionally distinct, with different patterns of dominance diversity. Organic shales (swamp deposits), mudstone partings (swamp drainages) and coarsening upward mudstone-sandstone interbeds (floodplains) typically contain Pennsylvanian wetland vegetation. Kaolinite-dominated siltstones and (to the extent known) sandstones contain taxa indicative of seasonally dry substrates. Some kaolinite-dominated siltstones and organic shales/coals yielded palynomorphs. Microfloras are more diverse, with greater wetland-dryland overlap than macrofloras. It appears that these two floras were coexistent at times on the regional landscape.
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Affiliation(s)
- NEIL J. TABOR
- Huffington Department of Earth Sciences, PO Box 750395, Dallas, TX 75275-0395, USA
| | - CHARLES M. ROMANCHOCK
- Department of Earth and Environmental Science, University of Pennsylvania, 240 South 33rd Street, Philadelphia, PA 19104, USA
| | - CYNTHIA V. LOOY
- Department of Integrative Biology and Museum of Paleontology, University of California, Berkeley, CA 94720, USA
| | - CAROL L. HOTTON
- Department of Paleobiology, NMNH Smithsonian Institution, Washington, DC 20560, USA
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD 20892, USA
| | - WILLIAM A. DIMICHELE
- Department of Paleobiology, NMNH Smithsonian Institution, Washington, DC 20560, USA
| | - DAN S. CHANEY
- Department of Paleobiology, NMNH Smithsonian Institution, Washington, DC 20560, USA
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232
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Pomati F, Kraft NJB, Posch T, Eugster B, Jokela J, Ibelings BW. Individual cell based traits obtained by scanning flow-cytometry show selection by biotic and abiotic environmental factors during a phytoplankton spring bloom. PLoS One 2013; 8:e71677. [PMID: 23951218 PMCID: PMC3741118 DOI: 10.1371/journal.pone.0071677] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2013] [Accepted: 07/02/2013] [Indexed: 11/18/2022] Open
Abstract
In ecology and evolution, the primary challenge in understanding the processes that shape biodiversity is to assess the relationship between the phenotypic traits of organisms and the environment. Here we tested for selection on physio-morphological traits measured by scanning flow-cytometry at the individual level in phytoplankton communities under a temporally changing biotic and abiotic environment. Our aim was to study how high-frequency temporal changes in the environment influence biodiversity dynamics in a natural community. We focused on a spring bloom in Lake Zurich (Switzerland), characterized by rapid changes in phytoplankton, water conditions, nutrients and grazing (mainly mediated by herbivore ciliates). We described bloom dynamics in terms of taxonomic and trait-based diversity and found that diversity dynamics of trait-based groups were more pronounced than those of identified phytoplankton taxa. We characterized the linkage between measured phytoplankton traits, abiotic environmental factors and abundance of the main grazers and observed weak but significant correlations between changing abiotic and biotic conditions and measured size-related and fluorescence-related traits. We tested for deviations in observed community-wide distributions of focal traits from random patterns and found evidence for both clustering and even spacing of traits, occurring sporadically over the time series. Patterns were consistent with environmental filtering and phenotypic divergence under herbivore pressure, respectively. Size-related traits showed significant even spacing during the peak of herbivore abundance, suggesting that morphology-related traits were under selection from grazing. Pigment distribution within cells and colonies appeared instead to be associated with acclimation to temperature and water chemistry. We found support for trade-offs among grazing resistance and environmental tolerance traits, as well as for substantial periods of dynamics in which our measured traits were not under selection.
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Affiliation(s)
- Francesco Pomati
- Department of Aquatic Ecology, Swiss Federal Institute of Aquatic Science and Technology (Eawag), Dübendorf, Switzerland.
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233
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De Laender F, Janssen CR. Brief communication: the ecosystem perspective in ecotoxicology as a way forward for the ecological risk assessment of chemicals. INTEGRATED ENVIRONMENTAL ASSESSMENT AND MANAGEMENT 2013; 9:e34-e38. [PMID: 23610029 DOI: 10.1002/ieam.1428] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2013] [Revised: 04/02/2013] [Accepted: 04/17/2013] [Indexed: 06/02/2023]
Abstract
One of the objectives of the European Union (EU) ecological risk assessment of chemicals (ERA) is to derive maximum environmental concentrations that are not expected to cause adverse ecological effects. To this end, related EU directives list protection goals as well as guidelines that should be used to reach these goals. It is generally accepted that the individual-level endpoints on which these guidelines are based do not correspond to the listed population- and ecosystem-level protection goals. In this article, we identify 5 research topics that are key to bridging this gap: 1) the refinement of population-level effects and recovery rates by explicitly taking into account competition and 2) predation, 3) the assessment of chemical effects on biodiversity, 4) the assessment of chemical stress on ecosystem functions and services, and 5) the quantification of the effects of chemical mixtures. In addition, we illustrate why an ecosystem perspective is needed to address these topics and to inform the risk assessment process. We propose the use of existing ecotoxicological community, food web, and ecosystem models to tackle these issues and discuss why new models are needed to predict chemical effects on biodiversity.
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234
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Krasnov BR, Pilosof S, Stanko M, Morand S, Korallo-Vinarskaya NP, Vinarski MV, Poulin R. Co-occurrence and phylogenetic distance in communities of mammalian ectoparasites: limiting similarity versus environmental filtering. OIKOS 2013. [DOI: 10.1111/j.1600-0706.2013.00646.x] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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235
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Pataki DE, McCarthy HR, Gillespie T, Jenerette GD, Pincetl S. A trait‐based ecology of the Los Angeles urban forest. Ecosphere 2013. [DOI: 10.1890/es13-00017.1] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Affiliation(s)
- D. E. Pataki
- Department of Biology, University of Utah, Salt Lake City, Utah 84112 USA
| | - H. R. McCarthy
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, Oklahoma 731019 USA
| | - T. Gillespie
- Department of Geography, University of California, Los Angeles, California 90095 USA
| | - G. D. Jenerette
- Department of Botany and Plant Sciences, University of California, Riverside, California 92521 USA
| | - S. Pincetl
- Institute of the Environment and Sustainability, University of California, Los Angeles, California 90095 USA
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236
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Harmon-Threatt AN, Ackerly DD. Filtering across spatial scales: phylogeny, biogeography and community structure in bumble bees. PLoS One 2013; 8:e60446. [PMID: 23544141 PMCID: PMC3609857 DOI: 10.1371/journal.pone.0060446] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2012] [Accepted: 02/26/2013] [Indexed: 11/19/2022] Open
Abstract
Despite the expansion of phylogenetic community analysis to understand community assembly, few studies have used these methods on mobile organisms and it has been suggested the local scales that are typically considered may be too small to represent the community as perceived by organisms with high mobility. Mobility is believed to allow species to mediate competitive interactions quickly and thus highly mobile species may appear randomly assembled in local communities. At larger scales, however, biogeographical processes could cause communities to be either phylogenetically clustered or even. Using phylogenetic community analysis we examined patterns of relatedness and trait similarity in communities of bumble bees (Bombus) across spatial scales comparing: local communities to regional pools, regional communities to continental pools and the continental community to a global species pool. Species composition and data on tongue lengths, a key foraging trait, were used to test patterns of relatedness and trait similarity across scales. Although expected to exhibit limiting similarity, local communities were clustered both phenotypically and phylogenetically. Larger spatial scales were also found to have more phylogenetic clustering but less trait clustering. While patterns of relatedness in mobile species have previously been suggested to exhibit less structure in local communities and to be less clustered than immobile species, we suggest that mobility may actually allow communities to have more similar species that can simply limit direct competition through mobility.
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Affiliation(s)
- Alexandra N Harmon-Threatt
- Department of Environmental Science, Policy and Management, University of California, Berkeley, California, United States of America.
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237
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Ingimarsdóttir M, Ripa J, Magnúsdóttir ÓB, Hedlund K. Food web assembly in isolated habitats: A study from recently emerged nunataks, Iceland. Basic Appl Ecol 2013. [DOI: 10.1016/j.baae.2012.12.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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238
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Mouillot D, Graham NA, Villéger S, Mason NW, Bellwood DR. A functional approach reveals community responses to disturbances. Trends Ecol Evol 2013; 28:167-77. [DOI: 10.1016/j.tree.2012.10.004] [Citation(s) in RCA: 897] [Impact Index Per Article: 74.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2012] [Revised: 09/21/2012] [Accepted: 10/07/2012] [Indexed: 10/27/2022]
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239
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Hollingsworth TN, Johnstone JF, Bernhardt EL, Chapin FS. Fire severity filters regeneration traits to shape community assembly in Alaska's boreal forest. PLoS One 2013; 8:e56033. [PMID: 23418503 PMCID: PMC3572144 DOI: 10.1371/journal.pone.0056033] [Citation(s) in RCA: 78] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2012] [Accepted: 01/04/2013] [Indexed: 12/02/2022] Open
Abstract
Disturbance can both initiate and shape patterns of secondary succession by affecting processes of community assembly. Thus, understanding assembly rules is a key element of predicting ecological responses to changing disturbance regimes. We measured the composition and trait characteristics of plant communities early after widespread wildfires in Alaska to assess how variations in disturbance characteristics influenced the relative success of different plant regeneration strategies. We compared patterns of post-fire community composition and abundance of regeneration traits across a range of fire severities within a single pre-fire forest type– black spruce forests of Interior Alaska. Patterns of community composition, as captured by multivariate ordination with nonmetric multidimensional scaling, were primarily related to gradients in fire severity (biomass combustion and residual vegetation) and secondarily to gradients in soil pH and regional climate. This pattern was apparent in both the full dataset (n = 87 sites) and for a reduced subset of sites (n = 49) that minimized the correlation between site moisture and fire severity. Changes in community composition across the fire-severity gradient in Alaska were strongly correlated to variations in plant regeneration strategy and rooting depth. The tight coupling of fire severity with regeneration traits and vegetation composition after fire supports the hypothesis that disturbance characteristics influence patterns of community assembly by affecting the relative success of different regeneration strategies. This study further demonstrated that variations in disturbance characteristics can dominate over environmental constraints in determining early patterns of community assembly. By affecting the success of regeneration traits, changes in fire regime directly shape the outcomes of community assembly, and thus may override the effects of slower environmental change on boreal forest composition.
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Affiliation(s)
- Teresa N Hollingsworth
- USDA Forest Service, Pacific Northwest Research Station, Fairbanks, Alaska, United States of America.
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240
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Márquez JC, Kolasa J. Local and regional processes in community assembly. PLoS One 2013; 8:e54580. [PMID: 23355879 PMCID: PMC3552850 DOI: 10.1371/journal.pone.0054580] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2012] [Accepted: 12/14/2012] [Indexed: 11/18/2022] Open
Abstract
Controversy on whether local (deterministic) or regional (stochastic) factors control the structure of communities persists after decades of research. The main reason for why it has not been resolved may lie in the nature of evidence which largely comes from realized natural communities. In such communities assembly history leaves a mark that may support either set of factors. To avoid the confounding effects of assembly history we controlled for these effects experimentally. We created a null community by mixing 17 rock pool communities. We then divided the null community into replicates and distributed among treatments representing a gradient of factors from local to regional. We hypothesized that if deterministic factors dominate the assembly of communities, community structures should show a corresponding gradient from being very similar and convergent to dissimilar and divergent. In contrast, if local processes are predominantly stochastic in nature, such a gradient of community configurations should emerge even in the homogeneous setting. Our results appear to partially support both hypotheses and thus suggest that both deterministic and stochastic processes contribute to the assembly of communities. Furthermore, we found that to satisfactorily explain patterns observed in natural communities environmental heterogeneity and regional processes must also be considered. In conclusion, although deterministic mechanisms seem to be important in the assembly of communities, in natural systems their signal may be diluted and masked whenever other factors exert meaningful influence. Such factors increase the number of possible paths to the point that the number of paths equals the number of communities in a metacommunity.
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Affiliation(s)
- Juan C Márquez
- Department of Biology, McMaster University, Hamilton, Ontario, Canada.
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241
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HilleRisLambers J, Adler P, Harpole W, Levine J, Mayfield M. Rethinking Community Assembly through the Lens of Coexistence Theory. ANNUAL REVIEW OF ECOLOGY EVOLUTION AND SYSTEMATICS 2012. [DOI: 10.1146/annurev-ecolsys-110411-160411] [Citation(s) in RCA: 826] [Impact Index Per Article: 63.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- J. HilleRisLambers
- Biology Department, University of Washington, Seattle, Washington 98195-1800;
| | - P.B. Adler
- Department of Wildland Resources and the Ecology Center, Utah State University, Logan, Utah 84322;
| | - W.S. Harpole
- Ecology, Evolution and Organismal Biology, Iowa State University, Ames, Iowa 50011;
| | - J.M. Levine
- Institute of Integrative Biology, ETH Zurich, Zurich 8092, Switzerland, and Department of Ecology, Evolution, and Marine Biology, University of California, Santa Barbara, California 93106;
| | - M.M. Mayfield
- The University of Queensland, School of Biological Sciences, Brisbane, 4072 Queensland, Australia;
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242
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Schöb C, Butterfield BJ, Pugnaire FI. Foundation species influence trait-based community assembly. THE NEW PHYTOLOGIST 2012; 196:824-834. [PMID: 22978646 DOI: 10.1111/j.1469-8137.2012.04306.x] [Citation(s) in RCA: 85] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2012] [Accepted: 08/01/2012] [Indexed: 06/01/2023]
Abstract
Here, we incorporate facilitation into trait-based community assembly theory by testing two mutually compatible facilitative mechanisms: changes in the environmental filter, causing either an increase in the range of trait values (i.e. a range expansion effect) and/or a shift in trait distributions (i.e. a range shift effect); and changes in trait spacing, suggesting an effect on niche differentiation. We analyzed the distribution of three functional traits - leaf dry matter content, specific leaf area and lateral spread - of plant communities dominated by a cushion-forming foundation species at four sites differing in elevation and aspect. We found support for environmental filtering and niche differentiation mechanisms by cushions, with filtering effects (in particular range shifts) increasing with environmental severity at higher elevation. The effect size of cushions on trait distribution was similar to that of environmental gradients caused by elevation and aspect. The consideration of intraspecific trait variability improved the detection of cushion effects on trait distributions. Our results highlight the importance of facilitation in the modification of taxonomic and functional diversity of ecological communities, and indicate that facilitation can occur through combined effects on environmental filtering and niche differentiation, with strong environmental context dependence of each mechanism.
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Affiliation(s)
- Christian Schöb
- Estación Experimental de Zonas Áridas, Consejo Superior de Investigaciones Científicas, EEZA-CSIC, Carretera de Sacramento s/n, E-04120, La Cañada de San Urbano, Spain
| | - Bradley J Butterfield
- Merriam-Powell Center for Environmental Research and Department of Biology, Northern Arizona University, Box 6077, Peterson Hall #330, Flagstaff, AZ, 86011, USA
| | - Francisco I Pugnaire
- Estación Experimental de Zonas Áridas, Consejo Superior de Investigaciones Científicas, EEZA-CSIC, Carretera de Sacramento s/n, E-04120, La Cañada de San Urbano, Spain
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243
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Sridhar H, Srinivasan U, Askins RA, Canales-Delgadillo JC, Chen CC, Ewert DN, Gale GA, Goodale E, Gram WK, Hart PJ, Hobson KA, Hutto RL, Kotagama SW, Knowlton JL, Lee TM, Munn CA, Nimnuan S, Nizam BZ, Péron G, Robin VV, Rodewald AD, Rodewald PG, Thomson RL, Trivedi P, Van Wilgenburg SL, Shanker K. Positive relationships between association strength and phenotypic similarity characterize the assembly of mixed-species bird flocks worldwide. Am Nat 2012; 180:777-90. [PMID: 23149402 DOI: 10.1086/668012] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Competition theory predicts that local communities should consist of species that are more dissimilar than expected by chance. We find a strikingly different pattern in a multicontinent data set (55 presence-absence matrices from 24 locations) on the composition of mixed-species bird flocks, which are important subunits of local bird communities the world over. By using null models and randomization tests followed by meta-analysis, we find the association strengths of species in flocks to be strongly related to similarity in body size and foraging behavior and higher for congeneric compared with noncongeneric species pairs. Given the local spatial scales of our individual analyses, differences in the habitat preferences of species are unlikely to have caused these association patterns; the patterns observed are most likely the outcome of species interactions. Extending group-living and social-information-use theory to a heterospecific context, we discuss potential behavioral mechanisms that lead to positive interactions among similar species in flocks, as well as ways in which competition costs are reduced. Our findings highlight the need to consider positive interactions along with competition when seeking to explain community assembly.
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Affiliation(s)
- Hari Sridhar
- Centre for Ecological Sciences, Indian Institute of Science, Bangalore, India
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244
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Chown SL. Trait-based approaches to conservation physiology: forecasting environmental change risks from the bottom up. Philos Trans R Soc Lond B Biol Sci 2012; 367:1615-27. [PMID: 22566671 DOI: 10.1098/rstb.2011.0422] [Citation(s) in RCA: 71] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Trait-based approaches have long been a feature of physiology and of ecology. While the latter fields drifted apart in the twentieth century, they are converging owing at least partly to growing similarities in their trait-based approaches, which have much to offer conservation biology. The convergence of spatially explicit approaches to understanding trait variation and its ecological implications, such as encapsulated in community assembly and macrophysiology, provides a significant illustration of the similarity of these areas. Both adopt trait-based informatics approaches which are not only providing fundamental biological insights, but are also delivering new information on how environmental change is affecting diversity and how such change may perhaps be mitigated. Such trait-based conservation physiology is illustrated here for each of the major environmental change drivers, specifically: the consequences of overexploitation for body size and physiological variation; the impacts of vegetation change on thermal safety margins; the consequences of changing net primary productivity and human use thereof for physiological variation and ecosystem functioning; the impacts of rising temperatures on water loss in ectotherms; how hemisphere-related variation in traits may affect responses to changing rainfall regimes and pollution; and how trait-based approaches may enable interactions between climate change and biological invasions to be elucidated.
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Affiliation(s)
- Steven L Chown
- Centre for Invasion Biology, Department of Botany and Zoology, Stellenbosch University, Private Bag X1, Matieland 7602, South Africa.
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245
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Stegen JC, Lin X, Konopka AE, Fredrickson JK. Stochastic and deterministic assembly processes in subsurface microbial communities. THE ISME JOURNAL 2012; 6:1653-64. [PMID: 22456445 PMCID: PMC3498916 DOI: 10.1038/ismej.2012.22] [Citation(s) in RCA: 986] [Impact Index Per Article: 75.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
A major goal of microbial community ecology is to understand the forces that structure community composition. Deterministic selection by specific environmental factors is sometimes important, but in other cases stochastic or ecologically neutral processes dominate. Lacking is a unified conceptual framework aiming to understand why deterministic processes dominate in some contexts but not others. Here we work toward such a framework. By testing predictions derived from general ecological theory we aim to uncover factors that govern the relative influences of deterministic and stochastic processes. We couple spatiotemporal data on subsurface microbial communities and environmental parameters with metrics and null models of within and between community phylogenetic composition. Testing for phylogenetic signal in organismal niches showed that more closely related taxa have more similar habitat associations. Community phylogenetic analyses further showed that ecologically similar taxa coexist to a greater degree than expected by chance. Environmental filtering thus deterministically governs subsurface microbial community composition. More importantly, the influence of deterministic environmental filtering relative to stochastic factors was maximized at both ends of an environmental variation gradient. A stronger role of stochastic factors was, however, supported through analyses of phylogenetic temporal turnover. Although phylogenetic turnover was on average faster than expected, most pairwise comparisons were not themselves significantly non-random. The relative influence of deterministic environmental filtering over community dynamics was elevated, however, in the most temporally and spatially variable environments. Our results point to general rules governing the relative influences of stochastic and deterministic processes across micro- and macro-organisms.
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Affiliation(s)
- James C Stegen
- Fundamental and Computational Sciences Directorate, Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA 99352, USA.
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246
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Santos RM, Oliveira-Filho AT, Eisenlohr PV, Queiroz LP, Cardoso DBOS, Rodal MJN. Identity and relationships of the Arboreal Caatinga among other floristic units of seasonally dry tropical forests (SDTFs) of north-eastern and Central Brazil. Ecol Evol 2012; 2:409-28. [PMID: 22423333 PMCID: PMC3298952 DOI: 10.1002/ece3.91] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2011] [Revised: 11/12/2011] [Accepted: 11/23/2011] [Indexed: 11/11/2022] Open
Abstract
The tree species composition of seasonally dry tropical forests (SDTF) in north-eastern and central Brazil is analyzed to address the following hypotheses: (1) variations in species composition are related to both environment (climate and substrate) and spatial proximity; (2) SDTF floristic units may be recognized based on peculiar composition and environment; and (3) the Arboreal Caatinga, a deciduous forest occurring along the hinterland borders of the Caatinga Domain, is one of these units and its flora is more strongly related to the caatinga vegetation than to outlying forests. The study region is framed by the Brazilian coastline, 50th meridian west and 21st parallel south, including the Caatinga Domain and extensions into the Atlantic Forest and Cerrado Domains. Multivariate and geostatistic analyses were performed on a database containing 16,226 occurrence records of 1332 tree species in 187 georeferenced SDTF areas and respective environmental variables. Tree species composition varied significantly with both environmental variables and spatial proximity. Eight SDTF floristic units were recognized in the region, including the Arboreal Caatinga. In terms of species composition, its tree flora showed a stronger link with that of the Cerrado Dry Forest Enclaves. On the other hand, in terms of species frequency across sample areas, the links were stronger with two other units: Rock Outcrops Caatinga and Agreste and Brejo Dry Forests. There is a role for niche-based control of tree species composition across the SDTFs of the region determined primarily by the availability of ground water across time and secondarily by the amount of soil mineral nutrients. Spatial proximity also contributes significantly to the floristic cohesion of SDTF units suggesting a highly dispersal-limited tree flora. These units should be given the status of eco-regions to help driving the conservation policy regarding the protection of their biodiversity.
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247
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Shipley B, Paine CET, Baraloto C. Quantifying the importance of local niche-based and stochastic processes to tropical tree community assembly. Ecology 2012; 93:760-9. [PMID: 22690627 DOI: 10.1890/11-0944.1] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Although niche-based and stochastic processes, including dispersal limitation and demographic stochasticity, can each contribute to community assembly, it is difficult to quantify the relative importance of each process in natural vegetation. Here, we extend Shipley's maxent model (Community Assembly by Trait Selection, CATS) for the prediction of relative abundances to incorporate both trait-based filtering and dispersal limitation from the larger landscape and develop a statistical decomposition of the proportions of the total information content of relative abundances in local communities that are attributable to trait-based filtering, dispersal limitation, and demographic stochasticity. We apply the method to tree communities in a mature, species-rich, tropical forest in French Guiana at 1-, 0.25- and 0.04-ha scales. Trait data consisted of species' means of 17 functional traits measured over both the entire meta-community and separately in each of nine 1-ha plots. Trait means calculated separately for each site always gave better predictions. There was clear evidence of trait-based filtering at all spatial scales. Trait-based filtering was the most important process at the 1-ha scale (34%), whereas demographic stochasticity was the most important at smaller scales (37-53%). Dispersal limitation from the meta-community was less important and approximately constant across scales (-9%), and there was also an unresolved association between site-specific traits and meta-community relative abundances. Our method allows one to quantify the relative importance of local niche-based and meta-community processes and demographic stochasticity during community assembly across spatial and temporal scales.
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Affiliation(s)
- Bill Shipley
- Département de biologie, Université de Sherbrooke, Sherbrooke, Quebec J1K 2R1, Canada.
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248
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Van der Plas F, Anderson TM, Olff H. Trait similarity patterns within grass and grasshopper communities: multitrophic community assembly at work. Ecology 2012; 93:836-46. [PMID: 22690634 DOI: 10.1890/11-0975.1] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Trait-based community assembly theory suggests that trait variation among co-occurring species is shaped by two main processes: abiotic filtering, important in stressful environments and promoting similarity, and competition, more important in productive environments and promoting dissimilarity. Previous studies have indeed found trait similarity to decline along productivity gradients. However, these studies have always been done on single trophic levels. Here, we investigated how interactions between trophic levels affect trait similarity patterns along environmental gradients. We propose three hypotheses for the main drivers of trait similarity patterns of plants and herbivores along environmental gradients: (1) environmental control of both, (2) bottom-up control of herbivore trait variation, and (3) top-down control of grass trait variation. To test this, we collected data on the community composition and trait variation of grasses (41 species) and grasshoppers (53 species) in 50 plots in a South African savanna. Structural equation models were used to investigate how the range and spacing of within-community functional trait values of both grasses and their insect herbivores (grasshoppers; Acrididae) respond to (1) rainfall and fire frequency gradients and (2) the trait similarity patterns of the other trophic level. The analyses revealed that traits of co-occurring grasses became more similar toward lower rainfall and higher fire frequency (environmental control), while showing little evidence for top-down control. Grasshopper trait range patterns, on the other hand, were mostly directly driven by vegetation structure and grass trait range patterns (bottom-up control), while environmental factors had mostly indirect effects via plant traits. Our study shows the potential to expand trait-based community assembly theory to include trophic interactions.
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Affiliation(s)
- F Van der Plas
- Community and Conservation Ecology Group, Center for Ecological and Evolutionary Studies, University of Groningen, P.O. Box 14, 9750 AA Haren, The Netherlands.
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249
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Villéger S, Ramos Miranda J, Flores Hernandez D, Mouillot D. Low functional β-diversity despite high taxonomic β-diversity among tropical estuarine fish communities. PLoS One 2012; 7:e40679. [PMID: 22792395 PMCID: PMC3392234 DOI: 10.1371/journal.pone.0040679] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2011] [Accepted: 06/13/2012] [Indexed: 11/18/2022] Open
Abstract
The concept of β-diversity, defined as dissimilarity among communities, has been widely used to investigate biodiversity patterns and community assembly rules. However, in ecosystems with high taxonomic β-diversity, due to marked environmental gradients, the level of functional β-diversity among communities is largely overlooked while it may reveal processes shaping community structure. Here, decomposing biodiversity indices into α (local) and γ (regional) components, we estimated taxonomic and functional β-diversity among tropical estuarine fish communities, through space and time. We found extremely low functional β-diversity values among fish communities (<1.5%) despite high dissimilarity in species composition and species dominance. Additionally, in contrast to the high α and γ taxonomic diversities, α and γ functional diversities were very close to the minimal value. These patterns were caused by two dominant functional groups which maintained a similar functional structure over space and time, despite the strong dissimilarity in taxonomic structure along environmental gradients. Our findings suggest that taxonomic and functional β-diversity deserve to be quantified simultaneously since these two facets can show contrasting patterns and the differences can in turn shed light on community assembly rules.
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Affiliation(s)
- Sébastien Villéger
- Laboratoire Évolution et Diversité Biologique, Université Paul Sabatier, Toulouse, France.
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250
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Permian Coal Forest offers a glimpse of late Paleozoic ecology. Proc Natl Acad Sci U S A 2012; 109:4717-8. [PMID: 22421437 DOI: 10.1073/pnas.1203261109] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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