Global variation in the beta diversity of lake macrophytes is driven by environmental heterogeneity rather than latitude

Additional co-authors: Gana Gecheva, Patrick Grillas, Jennifer Hauxwell, Seppo Hellsten, Jan Hjort, Mark V. Hoyer, Agnieszka Kolada, Minna Kuoppala, Torben Lauridsen, En‒Hua Li, Balazs A. Lukacs, Marit Mjelde, Alison Mikulyuk, Roger P. Mormul, Jun Nishihiro, Beat Oertli, Laila Rhazi, Mouhssine Rhazi, Laura Sass, Christine Schranz, Martin Sondergaard, Takashi Yamanouchi, Qing Yu, Haijun Wang, Xiao‒Ke Zhang, Jani Heino

[1]  C. S. Holling,et al.  Regime Shifts, Resilience, and Biodiversity in Ecosystem Management , 2004 .

[2]  Amy L. Freestone,et al.  Dispersal limitation and environmental heterogeneity shape scale-dependent diversity patterns in plant communities. , 2006, Ecology.

[3]  K. Sand‐Jensen,et al.  Alkalinity and trophic state regulate aquatic plant distribution in Danish lakes , 2000 .

[4]  Neil Rooney,et al.  Inter-annual variation in submerged macrophyte community biomass and distribution: the influence of temperature and lake morphometry , 2000 .

[5]  James C. Stegen,et al.  Disentangling the Drivers of β Diversity Along Latitudinal and Elevational Gradients , 2011, Science.

[6]  Susan M. Huse,et al.  Global Patterns of Bacterial Beta-Diversity in Seafloor and Seawater Ecosystems , 2011, PloS one.

[7]  Richard Field,et al.  Spatial species‐richness gradients across scales: a meta‐analysis , 2009 .

[8]  J. Alahuhta Geographic patterns of lake macrophyte communities and species richness at regional scale , 2015 .

[9]  L. Johnson,et al.  A comparative analysis reveals little evidence for niche conservatism in aquatic macrophytes among four areas on two continents , 2017 .

[10]  R. Costanza,et al.  Global mapping of ecosystem services and conservation priorities , 2008, Proceedings of the National Academy of Sciences.

[11]  H. Hämäläinen,et al.  Environmental and spatial correlates of community composition, richness and status of boreal lake macrophytes , 2013 .

[12]  J. Hjort,et al.  Geography of global change and species richness in the North , 2017 .

[13]  David G Angeler,et al.  A comparative analysis reveals weak relationships between ecological factors and beta diversity of stream insect metacommunities at two spatial levels , 2015, Ecology and evolution.

[14]  D. Edwards,et al.  How Should Beta-Diversity Inform Biodiversity Conservation? , 2016, Trends in ecology & evolution.

[15]  A. Baselga Partitioning the turnover and nestedness components of beta diversity , 2010 .

[16]  T. Brooks,et al.  Global Biodiversity Conservation Priorities , 2006, Science.

[17]  DEBRA P. C. PETERS,et al.  Long-Term and Large-Scale Perspectives on the Relationship between Biodiversity and Ecosystem Functioning , 2003 .

[18]  E. Ballesteros,et al.  Distribution and richness of aquatic plants across Europe and Mediterranean countries: patterns, environmental driving factors and comparison with total plant richness , 2012 .

[19]  D. Storch,et al.  Towards the spatial coherence of biogeographical regionalizations at subcontinental and landscape scales , 2016 .

[20]  K. Gaston Global patterns in biodiversity , 2000, Nature.

[21]  P. Legendre Interpreting the replacement and richness difference components of beta diversity , 2014 .

[22]  J. Lobo,et al.  Seven Shortfalls that Beset Large-Scale Knowledge of Biodiversity , 2015 .

[23]  G. Heuvelink,et al.  SoilGrids1km — Global Soil Information Based on Automated Mapping , 2014, PloS one.

[24]  J. Lobo,et al.  Seven Shortfalls that Beset Large-Scale Knowledge of Biodiversity , 2015 .

[25]  Z. Wen,et al.  Multiscale partitioning of small mammal β‐diversity provides novel insights into the Quaternary faunal history of Qinghai–Tibetan Plateau and Hengduan Mountains , 2016 .

[26]  P. McIntyre,et al.  Global threats to human water security and river biodiversity , 2010, Nature.

[27]  P. Chambers,et al.  Global diversity of aquatic macrophytes in freshwater , 2007, Hydrobiologia.

[28]  L. Hufnagel,et al.  Global pattern of oribatid mites (Acari: Oribatida) revealed by fractions of beta diversity and multivariate analysis , 2015 .

[29]  A. Zeileis,et al.  Beta Regression in R , 2010 .

[30]  Jonathan M. Chase,et al.  Navigating the multiple meanings of β diversity: a roadmap for the practicing ecologist. , 2011, Ecology letters.

[31]  Marten Scheffer,et al.  Climate‐related differences in the dominance of submerged macrophytes in shallow lakes , 2009 .

[32]  Dawn M. Kaufman,et al.  LATITUDINAL GRADIENTS OF BIODIVERSITY:Pattern,Process,Scale,and Synthesis , 2003 .

[33]  G. C. Stevens The Latitudinal Gradient in Geographical Range: How so Many Species Coexist in the Tropics , 1989, The American Naturalist.

[34]  Jianjun Wang,et al.  Patterns of elevational beta diversity in micro‐ and macroorganisms , 2012 .

[35]  J. Heino A macroecological perspective of diversity patterns in the freshwater realm , 2011 .

[36]  E. Heegaard Trends in aquatic macrophyte species turnover in Northern Ireland — which factors determine the spatial distribution of local species turnover? , 2004 .

[37]  B. Rørslett Principal determinants of aquatic macrophyte richness in northern European lakes , 1991 .

[38]  J. L. Parra,et al.  Very high resolution interpolated climate surfaces for global land areas , 2005 .

[39]  H. Hillebrand,et al.  A multivariate analysis of beta diversity across organisms and environments. , 2007, Ecology.

[40]  J. Diniz‐Filho,et al.  Climatic history and dispersal ability explain the relative importance of turnover and nestedness components of beta diversity , 2012 .

[41]  Damaris Zurell,et al.  Collinearity: a review of methods to deal with it and a simulation study evaluating their performance , 2013 .

[42]  T. Rangel,et al.  Environmental drivers of beta‐diversity patterns in New‐World birds and mammals , 2009 .

[43]  J. Heino,et al.  Spatial extent, regional specificity and metacommunity structuring in lake macrophytes , 2013 .

[44]  E. F. de Oliveira,et al.  Partitioning beta diversity of aquatic macrophyte assemblages in a large subtropical reservoir: prevalence of turnover or nestedness? , 2015, Aquatic Sciences.

[45]  Nicholas C. Coops,et al.  Beta‐diversity gradients of butterflies along productivity axes , 2012 .

[46]  S. Ferrari,et al.  Beta Regression for Modelling Rates and Proportions , 2004 .

[47]  R. Ricklefs,et al.  A latitudinal gradient in large-scale beta diversity for vascular plants in North America. , 2007, Ecology letters.

[48]  N. Willby,et al.  The applicability of macrophyte compositional metrics for assessing eutrophication in European lakes , 2014 .

[49]  Thorsten Wiegand,et al.  Adopting a spatially explicit perspective to study the mysterious fairy circles of Namibia , 2015 .

[50]  J. Lobo,et al.  Historical Legacies in World Amphibian Diversity Revealed by the Turnover and Nestedness Components of Beta Diversity , 2012, PloS one.

[51]  G. Crow Species diversity in aquatic angiosperms: latitudinal patterns , 1993 .

[52]  Thierry Oberdorff,et al.  Partitioning global patterns of freshwater fish beta diversity reveals contrasting signatures of past climate changes. , 2011, Ecology letters.

[53]  S. Maberly,et al.  Area, altitude and aquatic plant diversity , 2003 .

[54]  T. V. Madsen,et al.  Photosynthetic acclimation of submersed angiosperms to CO2 and HCO−3 , 1996 .

[55]  R. Marcé,et al.  Carbonate weathering as a driver of CO2 supersaturation in lakes , 2015 .