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The importance of nonrandom and random trait patterns in phytoplankton communities: a case study from Lake Müggelsee, Germany. THEOR ECOL-NETH 2019. [DOI: 10.1007/s12080-019-0424-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Vignola M, Werner D, Wade MJ, Meynet P, Davenport RJ. Medium shapes the microbial community of water filters with implications for effluent quality. WATER RESEARCH 2018; 129:499-508. [PMID: 29195186 DOI: 10.1016/j.watres.2017.09.042] [Citation(s) in RCA: 57] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2017] [Revised: 09/06/2017] [Accepted: 09/22/2017] [Indexed: 05/15/2023]
Abstract
Little is known about the forces that determine the assembly of diverse bacterial communities inhabiting drinking water treatment filters and how this affects drinking water quality. Two contrasting ecological theories can help to understand how natural microbial communities assemble; niche theory and neutral theory, where environmental deterministic factors or stochastic factors predominate respectively. This study investigates the development of the microbial community on two common contrasting filter materials (quartz sand and granular activated carbon-GAC), to elucidate the main factors governing their assembly, through the evaluation of environmental (i.e. filter medium type) and stochastic forces (random deaths, births and immigration). Laboratory-scale filter columns were used to mimic a rapid gravity filter; the microbiome of the filter materials, and of the filter influent and effluent, was characterised using next generation 16S rRNA gene amplicon sequencing and flow-cytometry. Chemical parameters (i.e. dissolved organic carbon, trihalomethanes formation) were also monitored to assess the final effluent quality. The filter communities seemed to be strongly assembled by selection rather than neutral processes, with only 28% of those OTUs shared with the source water detected on the filter medium following predictions using a neutral community model. GAC hosted a phylogenetically more diverse community than sand. The two filter media communities seeded the effluent water, triggering differences in both water quality and community composition of the effluents. Overall, GAC proved to be better than sand in controlling microbial growth, by promoting higher bacterial decay rates and hosting less bacterial cells, and showed better performance for putative pathogen control by leaking less Legionella cells into the effluent water.
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Affiliation(s)
- Marta Vignola
- School of Engineering, Newcastle University, Newcastle Upon Tyne, NE1 7RU, United Kingdom; College of Science and Engineering, Division of Infrastructure and Environment, School of Engineering, University of Glasgow, Glasgow G12 8QQ, United Kingdom.
| | - David Werner
- School of Engineering, Newcastle University, Newcastle Upon Tyne, NE1 7RU, United Kingdom
| | - Matthew J Wade
- School of Engineering, Newcastle University, Newcastle Upon Tyne, NE1 7RU, United Kingdom
| | - Paola Meynet
- School of Engineering, Newcastle University, Newcastle Upon Tyne, NE1 7RU, United Kingdom; Eawag, Swiss Federal Institute of Aquatic Science and Technology, Überlandstr. 133, Dübendorf, CH-8600, Switzerland
| | - Russell J Davenport
- School of Engineering, Newcastle University, Newcastle Upon Tyne, NE1 7RU, United Kingdom
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Species traits modify the species-area relationship in ground-beetle (Coleoptera: Carabidae) assemblages on islands in a boreal lake. PLoS One 2017; 12:e0190174. [PMID: 29261805 PMCID: PMC5738139 DOI: 10.1371/journal.pone.0190174] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2017] [Accepted: 12/08/2017] [Indexed: 11/30/2022] Open
Abstract
Life-history traits influence colonization, persistence, and extinction of species on islands and are important aspects of theories predicting the geographical distribution and evolution of species. We used data collected from a large freshwater lake (1,413 km2) in central Canada to test the effects of island area and isolation on species richness and abundance of carabid beetles as a function of body size, wing length, and breeding season. A total of 10,018 individual beetles from 37 species were collected during the frost-free period of 2013 using transects of pitfall traps on 30 forested islands ranging in area from 0.2 to 980.7 ha. Life-history traits improved the predictive ability and significantly modified the shape of species-area and abundance-area curves. Abundance and richness of small-bodied (< 13.9 mm), macropterous (winged), and spring-breeding species decreased with island area and increased with isolation. In contrast, richness and abundance of larger-bodied (> 14.0 mm) and flightless species increased with area, but not isolation. Body size of female Carabus taedatus Fabricius, the largest-bodied species, was positively related to island area, while body size on the adjacent mainland was most similar to that on smaller islands. Overall, species with large body size and low dispersal ability, as indicated by flightlessness, were most sensitive to reductions in area. We suggest that large-bodied, flightless species are rare on small islands because habitat is less suitable for them and immigration rates are lower because they depend on freshwater drift for dispersal to islands.
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Abstract
Understanding the mechanisms controlling community diversity, functions, succession, and biogeography is a central, but poorly understood, topic in ecology, particularly in microbial ecology. Although stochastic processes are believed to play nonnegligible roles in shaping community structure, their importance relative to deterministic processes is hotly debated. The importance of ecological stochasticity in shaping microbial community structure is far less appreciated. Some of the main reasons for such heavy debates are the difficulty in defining stochasticity and the diverse methods used for delineating stochasticity. Here, we provide a critical review and synthesis of data from the most recent studies on stochastic community assembly in microbial ecology. We then describe both stochastic and deterministic components embedded in various ecological processes, including selection, dispersal, diversification, and drift. We also describe different approaches for inferring stochasticity from observational diversity patterns and highlight experimental approaches for delineating ecological stochasticity in microbial communities. In addition, we highlight research challenges, gaps, and future directions for microbial community assembly research.
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Affiliation(s)
- Jizhong Zhou
- Institute for Environmental Genomics, Department of Microbiology and Plant Biology, and School of Civil Engineering and Environmental Science, University of Oklahoma, Norman, Oklahoma, USA
- Earth and Environmental Sciences, Lawrence Berkeley National Laboratory, Berkeley, California, USA
- State Key Joint Laboratory of Environment Simulation and Pollution Control, School of Environment, Tsinghua University, Beijing, China
| | - Daliang Ning
- Institute for Environmental Genomics, Department of Microbiology and Plant Biology, and School of Civil Engineering and Environmental Science, University of Oklahoma, Norman, Oklahoma, USA
- Consolidated Core Laboratory, University of Oklahoma, Norman, Oklahoma, USA
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Zhou J, Ning D. Stochastic Community Assembly: Does It Matter in Microbial Ecology? Microbiol Mol Biol Rev 2017. [PMID: 29021219 DOI: 10.1128/mmbr] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/29/2023] Open
Abstract
Understanding the mechanisms controlling community diversity, functions, succession, and biogeography is a central, but poorly understood, topic in ecology, particularly in microbial ecology. Although stochastic processes are believed to play nonnegligible roles in shaping community structure, their importance relative to deterministic processes is hotly debated. The importance of ecological stochasticity in shaping microbial community structure is far less appreciated. Some of the main reasons for such heavy debates are the difficulty in defining stochasticity and the diverse methods used for delineating stochasticity. Here, we provide a critical review and synthesis of data from the most recent studies on stochastic community assembly in microbial ecology. We then describe both stochastic and deterministic components embedded in various ecological processes, including selection, dispersal, diversification, and drift. We also describe different approaches for inferring stochasticity from observational diversity patterns and highlight experimental approaches for delineating ecological stochasticity in microbial communities. In addition, we highlight research challenges, gaps, and future directions for microbial community assembly research.
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Affiliation(s)
- Jizhong Zhou
- Institute for Environmental Genomics, Department of Microbiology and Plant Biology, and School of Civil Engineering and Environmental Science, University of Oklahoma, Norman, Oklahoma, USA
- Earth and Environmental Sciences, Lawrence Berkeley National Laboratory, Berkeley, California, USA
- State Key Joint Laboratory of Environment Simulation and Pollution Control, School of Environment, Tsinghua University, Beijing, China
| | - Daliang Ning
- Institute for Environmental Genomics, Department of Microbiology and Plant Biology, and School of Civil Engineering and Environmental Science, University of Oklahoma, Norman, Oklahoma, USA
- Consolidated Core Laboratory, University of Oklahoma, Norman, Oklahoma, USA
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Ulrich W, Piwczyński M, Zaplata MK, Winter S, Schaaf W, Fischer A. Small-scale spatial variability in phylogenetic community structure during early plant succession depends on soil properties. Oecologia 2014; 175:985-95. [PMID: 24810325 PMCID: PMC4059990 DOI: 10.1007/s00442-014-2954-2] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2013] [Accepted: 04/16/2014] [Indexed: 12/03/2022]
Abstract
During early plant succession, the phylogenetic structure of a community changes in response to important environmental filters and emerging species interactions. We traced the development of temperate-zone plant communities during the first 7 years of primary succession on catchment soils to explore patterns of initial species assembly. We found pronounced small-scale differences in the phylogenetic composition of neighbouring plant assemblages and a large-scale trend towards phylogenetic evenness. This small-scale variability appears to be mediated by soil properties, particularly carbonate content. Therefore, abiotic environmental conditions might counteract or even supersede the effects of interspecific competition among closely related species, which are usually predicted to exhibit patterns of phylogenetic evenness. We conclude that theories on phylogenetic community composition need to incorporate effects of small-scale variability of environmental factors.
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Affiliation(s)
- Werner Ulrich
- Chair of Ecology and Biogeography, Nicolaus Copernicus University in Torun, Lwowska 1, 87-100, Toruń, Poland,
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Zalewski M, Dudek D, Tiunov AV, Godeau JF, Okuzaki Y, Ikeda H, Sienkiewicz P, Ulrich W. High Niche Overlap in the Stable Isotope Space Of Ground Beetles. ANN ZOOL FENN 2014. [DOI: 10.5735/086.051.0302] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Zalewski M, Sienkiewicz P, Kujawa K, Hajdamowicz I, Ulrich W. Ground Beetles on Islands: On the Effects of Habitat and Dispersal. ANN ZOOL FENN 2012. [DOI: 10.5735/086.049.0302] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Sasaki T, Katabuchi M, Kamiyama C, Shimazaki M, Nakashizuka T, Hikosaka K. Nestedness and niche-based species loss in moorland plant communities. OIKOS 2012. [DOI: 10.1111/j.1600-0706.2012.20152.x] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Ofiţeru ID, Lunn M, Curtis TP, Wells GF, Criddle CS, Francis CA, Sloan WT. Combined niche and neutral effects in a microbial wastewater treatment community. Proc Natl Acad Sci U S A 2010; 107:15345-50. [PMID: 20705897 PMCID: PMC2932620 DOI: 10.1073/pnas.1000604107] [Citation(s) in RCA: 368] [Impact Index Per Article: 26.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
It has long been assumed that differences in the relative abundance of taxa in microbial communities reflect differences in environmental conditions. Here we show that in the economically and environmentally important microbial communities in a wastewater treatment plant, the population dynamics are consistent with neutral community assembly, where chance and random immigration play an important and predictable role in shaping the communities. Using dynamic observations, we demonstrate a straightforward calibration of a purely neutral model and a parsimonious method to incorporate environmental influence on the reproduction (or birth) rate of individual taxa. The calibrated model parameters are biologically plausible, with the population turnover and diversity in the heterotrophic community being higher than for the ammonia oxidizing bacteria (AOB) and immigration into AOB community being relatively higher. When environmental factors were incorporated more of the variance in the observations could be explained but immigration and random reproduction and deaths remained the dominant driver in determining the relative abundance of the common taxa. Consequently we suggest that neutral community models should be the foundation of any description of an open biological system.
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Affiliation(s)
- Irina Dana Ofiţeru
- School of Civil Engineering and Geosciences, Newcastle University, Newcastle upon Tyne NE1 7RU, United Kingdom
- Chemical Engineering Department, University Politehnica of Bucharest, Bucharest RO 011061, Romania
| | - Mary Lunn
- Department of Statistics, 1 South Parks Road, Oxford OX1 3TG, United Kingdom
| | - Thomas P. Curtis
- School of Civil Engineering and Geosciences, Newcastle University, Newcastle upon Tyne NE1 7RU, United Kingdom
| | - George F. Wells
- Department of Civil and Environmental Engineering, Yang and Yamazaki Building, 473 Via Ortega MC-4020, Stanford University, Stanford, CA 94305
| | - Craig S. Criddle
- Department of Civil and Environmental Engineering, Yang and Yamazaki Building, 473 Via Ortega MC-4020, Stanford University, Stanford, CA 94305
| | - Christopher A. Francis
- Environmental Earth System Science, Y2E2 Building, 473 Via Ortega, Stanford University, Stanford, CA 94305-4216; and
| | - William T. Sloan
- Department of Civil Engineering, University of Glasgow, Glasgow G12 8LT, United Kingdom
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Abstract
Carabidae of 15 island and two forested mainland sites from the largest archipelago in Poland, the Mazurian Lake Mamry, were sampled to infer whether island colonization can be linked to habitat heterogeneity and island isolation or whether a previously applied neutral model explains observed spatial distributions best. Kruskall-Wallis rank tests and regression analysis did not point to wing development (a proxy for dispersal ability), island isolation, and heterogeneity as significant factors that influence occupancy. Subsequent analysis of species co-occurrences and nestedness pointed to random pairwise species associations. Co-occurrence analysis of all species pairs found many fewer significantly non-random species pairs (at the 5% error benchmark) than expected by chance. These results do not point to habitat selection by ground beetles but rather favor the view that island colonization is a random process that is best modeled from a neutral perspective.
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Affiliation(s)
| | - Werner Ulrich
- Department of Animal Ecology, Nicolaus Copernicus University in Toruń
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