Ecology

1.Frankham, R. Challenges and opportunities of genetic approaches to biological conservation. Biol. Conserv. 143, 1919–1927 (2010).Article 

Google Scholar 
2.Goldstein, P. Z., Desalle, R., Amato, G. & Vogler, A. P. Conservation genetics at the species boundary. Conserv. Biol. 14, 120–131 (2000).Article 

Google Scholar 
3.Isaac, N. J. B., Mallet, J. & Mace, G. M. Taxonomic inflation: Its influence on macroecology and conservation. Trends Ecol. Evol. 19, 464–469 (2004).PubMed 
Article 
PubMed Central 

Google Scholar 
4.Lydeard, C. et al. The global decline of nonmarine mollusks. Bioscience 54, 321–330 (2004).Article 

Google Scholar 
5.Haag, W. R. & Williams, J. D. Biodiversity on the brink: An assessment of conservation strategies for North American freshwater mussels. Hydrobiologia 735, 45–60 (2014).Article 

Google Scholar 
6.Ricciardi, A. & Rasmussen, J. Extinction rates of North American freshwater fauna. Conserv. Biol. 13, 1220–1222 (1999).7.Spooner, D. E. & Vaughn, C. C. Context-dependent effects of freshwater mussels on stream benthic communities. Freshw. Biol. 51, 1016–1024 (2006).CAS 
Article 

Google Scholar 
8.Vaughn, C. C., Spooner, D. E. & Galbraith, H. S. Contex-dependent species identity effects within a functional group of filter-feeding bivalves. Ecology 88, 1654–1662 (2007).PubMed 
Article 
PubMed Central 

Google Scholar 
9.Vaughn, C. C., Nichols, S. J. & Spooner, D. E. Community and foodweb ecology of freshwater mussels. J. N. Am. Benthol. Soc. 27, 409–423 (2008).Article 

Google Scholar 
10.McMahon, R. F. Ecology and Classification of North American Freshwater Invertebrates (Academic Press, 1991).
Google Scholar 
11.Watters, G. T. Unionids, fishes, and the species-area curve. J. Biogeogr. 19, 481–490 (1992).Article 

Google Scholar 
12.Haag, W. R. & Warren, M. L. Host fishes and reproductive biology of 6 freshwater mussel species from the Mobile Basin, USA. J. N. Am. Benthol. Soc. 16, 576–585 (1997).Article 

Google Scholar 
13.Eckert, N. L. Reproductive biology and host requirement differences among isolated populations of Cyprogenia aberti (Conrad, 1850). MS Thesis, Southwest Missouri State University, Springfield (2003).14.Barnhart, M. C., Haag, W. R. & Roston, W. N. Adaptations to host infection and larval parasitism in Unionoida. J. N. Am. Benthol. Soc. 27, 370–394 (2008).Article 

Google Scholar 
15.Rogers, S. O., Watson, B. T. & Neves, R. J. Life history and population biology of the endangered tan riffleshell (Epioblasma florentina walkeri) (Bivalvia: Unionidae). J. N. Am. Benthol. Soc. 20, 582–594 (2001).Article 

Google Scholar 
16.Burr, B. M. & Mayden, R. L. Phylogenetics and North American freshwater fishes. In: Systematics, Historical Ecology, and North American Freshwater Fishes. (Stanford University Press, 1992).17.Oesch, R. D. Missouri Naiades: A Guide to the Mussels of Missouri (Missouri Department of Conservation, 1995).
Google Scholar 
18.Harris, J. L. et al. Unionoida (Mollusca: Margaritiferidae, Unionidae) in Arkansas, third status review. J. Ark. Acad. Sci. 63, 50–86 (2009).
Google Scholar 
19.Obermeyer, B. K. Recovery plan for four freshwater mussels in southeast Kansas: Neosho mucket (Lampsilis rafinesqueana), Ouachita kidneyshell (Ptychobranchus occidentalis), rabbitsfoot (Quadrula cylindrica cylindrica), and western fanshell (Cyprogenia aberti). Kansas Department of Parks and Wildlife (2000).20.Serb, J. M. Discovery of genetically distinct sympatric lineages in the freshwater mussel Cyprogenia aberti (Bivalvia: Unionidae). J. Molluscan Stud. 72, 425–434 (2006).Article 

Google Scholar 
21.Grobler, J. P., Jones, J. W., Johnson, N. A., Neves, R. J. & Hallerman, E. M. Homogeneity at nuclear microsatellite loci masks mitochondrial haplotype diversity in the endangered fanshell pearlymussel (Cyprogenia stegaria). J. Hered. 102, 196–206 (2011).CAS 
PubMed 
Article 
PubMed Central 

Google Scholar 
22.Serb, J. M. & Barnhart, M. C. Congruence and conflict between molecular and reproductive characters when assessing biological diversity in the Western Fanshell Cyprogenia aberti (Bivalvia, Unionidae)1. Ann. Missouri Bot. Gard. 95, 248–261 (2008).Article 

Google Scholar 
23.Chong, J. P., Harris, J. L. & Roe, K. J. Incongruence between mtDNA and nuclear data in the freshwater mussel genus Cyprogenia (Bivalvia: Unionidae) and its impact on species delineation. Ecol. Evol. 6, 2439–2452 (2016).PubMed 
PubMed Central 
Article 

Google Scholar 
24.Hohenlohe, P. A. et al. Population genomics of parallel adaptation in threespine stickleback using sequenced RAD tags. PLoS Genet. 6, e1000862 (2010).PubMed 
PubMed Central 
Article 
CAS 

Google Scholar 
25.Leaché, A. D., Fujita, M. K., Minin, V. N. & Bouckaert, R. R. Species delimitation using genome-wide SNP Data. Syst. Biol. 63, 534–542 (2014).PubMed 
PubMed Central 
Article 

Google Scholar 
26.Bruneaux, M. et al. Molecular evolutionary and population genomic analysis of the nine-spined stickleback using a modified restriction-site-associated DNA tag approach. Mol. Ecol. 22, 565–582 (2013).CAS 
PubMed 
Article 
PubMed Central 

Google Scholar 
27.Wagner, C. et al. Genome-wide RAD sequence data provide unprecedented resolution of species boundaries and relationships in the Lake Victoria cichlid adaptive radiation. Mol. Ecol. 22, 787–798 (2013).28.Larson, W. A. et al. Genotyping by sequencing resolves shallow population structure to inform conservation of Chinook salmon (Oncorhynchus tshawytscha). Evol. Appl. 7, 355–369 (2014).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
29.Lee, S.-R., Jo, Y.-S., Park, C.-H., Friedman, J. M. & Olson, M. S. Population genomic analysis suggests strong influence of river network on spatial distribution of genetic variation in invasive saltcedar across the southwestern United States. Mol. Ecol. 27, 636–646 (2017).Article 
CAS 

Google Scholar 
30.Massatti, R., Reznicek, A. A. & Knowles, L. L. Utilizing RADseq data for phylogenetic analysis of challenging taxonomic groups: A case study in carex sect. Racemosae. Am. J. Bot. 103, 337–347 (2016).CAS 
PubMed 
Article 
PubMed Central 

Google Scholar 
31.Razkin, O. et al. Species limits, interspecific hybridization and phylogeny in the cryptic land snail complex Pyramidula: The power of RADseq data. Mol. Phylogenet. Evol. https://doi.org/10.1016/j.ympev.2016.05.002 (2016).Article 
PubMed 
PubMed Central 

Google Scholar 
32.Rubin, B. E. R., Ree, R. H. & Moreau, C. S. Inferring phylogenies from RAD sequence data. PLoS ONE 7, e33394 (2012).ADS 
CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
33.Takahashi, T., Nagata, N. & Sota, T. Application of RAD-based phylogenetics to complex relationships among variously related taxa in a species flock. Mol. Phylogenet. Evol. https://doi.org/10.1016/j.ympev.2014.07.016 (2014).Article 
PubMed 
PubMed Central 

Google Scholar 
34.Boucher, F. C., Casazza, G., Szövényi, P. & Conti, E. Sequence capture using RAD probes clarifies phylogenetic relationships and species boundaries in Primula sect. Auricula. Mol. Phylogenet. Evol. https://doi.org/10.1016/j.ympev.2016.08.003 (2016).Article 
PubMed 
PubMed Central 

Google Scholar 
35.Combosch, D. J., Lemer, S., Ward, P. D., Landman, N. H. & Giribet, G. Genomic signatures of evolution in Nautilus—An endangered living fossil. Mol. Ecol. 26, 5923–5938 (2017).PubMed 
Article 

Google Scholar 
36.Cruaud, A. et al. Empirical assessment of RAD sequencing for interspecific phylogeny. Mol. Biol. Evol. 31, 1272–1274 (2014).CAS 
PubMed 
Article 

Google Scholar 
37.Eaton, D. A. R. & Ree, R. H. Inferring phylogeny and introgression using RADseq data: An example from flowering plants (Pedicularis: Orobanchaceae). Syst. Biol. 62, 689–706 (2013).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
38.Emerson, K. J. et al. Resolving postglacial phylogeography using high-throughput sequencing. Proc. Natl. Acad. Sci. USA 107, 16196–16200 (2010).ADS 
CAS 
PubMed 
Article 

Google Scholar 
39.Herrera, S. & Shank, T. M. RAD sequencing enables unprecedented phylogenetic resolution and objective species delimitation in recalcitrant divergent taxa. Mol. Phylogenet. Evol. 100, 70–79 (2016).PubMed 
Article 

Google Scholar 
40.Hipp, A. L. et al. A framework phylogeny of the American Oak Clade based on sequenced RAD data. PLoS ONE 9, e93975 (2014).ADS 
PubMed 
PubMed Central 
Article 
CAS 

Google Scholar 
41.Jones, J. C., Fan, S., Franchini, P., Schartl, M. & Meyer, A. The evolutionary history of Xiphophorus fish and their sexually selected sword: A genome-wide approach using restriction site-associated DNA sequencing. Mol. Ecol. 22, 2986–3001 (2013).CAS 
PubMed 
Article 
PubMed Central 

Google Scholar 
42.Funk, W. C. et al. Adaptive divergence despite strong genetic drift: Genomic analysis of the evolutionary mechanisms causing genetic differentiation in the island fox (Urocyon littoralis). Mol. Ecol. 25, 2176–2194 (2016).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
43.Taberlet, P. & Luikart, G. Non-invasive genetic sampling and individual identification. Biol. J. Linn. Soc. 68, 41–55 (1999).Article 

Google Scholar 
44.Palsbøll, P. J., Bérubé, M. & Allendorf, F. W. Identification of management units using population genetic data. Trends Ecol. Evol. 22, 11–16 (2007).PubMed 
Article 
PubMed Central 

Google Scholar 
45.Gibbs, J., Jr. Hunter, M. & Sterling, E. Population genetics: Diversity within versus diversity among populations. In: Problem-Solving in Conservation Biology and Wildlife Management: Exercises for Class, Field, and Laboratory 29–35 (Blackwell Publishing Ltd., 2008). https://doi.org/10.1002/9781444319576.ch4.46.Berendzen, P. B., Simons, A. M., Wood, R. M., Dowling, T. E. & Secor, C. L. Recovering cryptic diversity and ancient drainage patterns in eastern North America: Historical biogeography of the Notropis rubellus species group (Teleostei: Cypriniformes). Mol. Phylogenet. Evol. 46, 721–737 (2008).CAS 
PubMed 
Article 
PubMed Central 

Google Scholar 
47.Ray, J. M., Wood, R. M. & Simons, A. M. Phylogeography and post-glacial colonization patterns of the rainbow darter, Etheostoma caeruleum (Teleostei: Percidae). J. Biogeogr. 33, 1550–1558 (2006).Article 

Google Scholar 
48.Strange, R. M. & Burr, B. M. Intraspecific phylogeography of North American highland fishes: A test of the pleistocene vicariance hypothesis. Evolution (N. Y.) 51, 885–897 (1997).
Google Scholar 
49.Pflieger, W. L. A distributional study of missouri fishes. Univ. Kans. Publ. Mus. Nat. Hist. 20 (1971).50.Thornbury, W. D. Regional geomorphology of the United States. J. Geol. 73, 815–816 (1965).Article 

Google Scholar 
51.Mayden, R. Vicariance biogeography, parsimony, and evolution in North American freshwater fishes. Syst. Zool. 37, 329–355 (1988).52.Echelle, A. A., Echelle, A. F., Smith, M. H. & Hill, L. G. Analysis of genic continuity in a headwater fish, Etheostoma radiosum (Percidae). Copeia 1975, 197–204 (1975).Article 

Google Scholar 
53.Haponski, A. E., Bollin, T. L., Jedlicka, M. A. & Stepien, C. A. Landscape genetic patterns of the rainbow darter Etheostoma caeruleum: A catchment analysis of mitochondrial DNA sequences and nuclear microsatellites. J. Fish Biol. 75, 2244–2268 (2010).Article 
CAS 

Google Scholar 
54.Turner, T. F. & Trexler, J. C. Ecological and historical associations of gene flow in darters (Teleostei: Percidae). Evolution (N. Y.) 52, 1781–1801 (1998).
Google Scholar 
55.Turner, T. F., Trexler, J. C., Kuhn, D. N. & Robison, H. W. Life-history variation and comparative phylogeography of darters (Pisces: Percidae) From the North American Central Highlands. Evolution (N. Y.) 50, 2023–2036 (1996).
Google Scholar 
56.Cross, F., Mayden, R. & Stewart, J. Fishes in the Western Mississippi Drainage. The Zoogeography of North American Freshwater Fishes (Wiley, 1986).
Google Scholar 
57.Barnhart, M. C. Reproduction and Fish Host of the Western Fanshell, Cyprogenia aberti (Conrad 1850) (Kansas Department of Wildlife and Parks, 1997).
Google Scholar 
58.Inoue, K., Monroe, E. M., Elderkin, C. L. & Berg, D. J. Phylogeographic and population genetic analyses reveal Pleistocene isolation followed by high gene flow in a wide ranging, but endangered, freshwater mussel. Heredity (Edinb). 112, 282–290 (2014).CAS 
PubMed 
Article 
PubMed Central 

Google Scholar 
59.Catchen, J. M., Amores, A., Hohenlohe, P. A., Cresko, W. A. & Postlethwait, J. H. Stacks: Building and genotyping Loci de novo from short-read sequences. G3 Genes Genomes Genet. 1, 171–182 (2011).CAS 

Google Scholar 
60.Catchen, J. M., Hohenlohe, P. A., Bassham, S., Amores, A. & Cresko, W. A. Stacks: an analysis tool set for population genomics. Mol. Ecol. 22, 3124–3140 (2013).PubMed 
PubMed Central 
Article 

Google Scholar 
61.Peterson, B. K., Weber, J. N., Kay, E. H., Fisher, H. S. & Hoekstra, H. E. Double digest RADseq: An inexpensive method for De Novo SNP discovery and genotyping in model and non-model species. PLoS ONE 7, e37135 (2012).ADS 
CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
62.Mastretta-Yanes, A. et al. Restriction site-associated DNA sequencing, genotyping error estimation and de novo assembly optimization for population genetic inference. Mol. Ecol. Resour. 15, 28–41 (2015).CAS 
PubMed 
Article 
PubMed Central 

Google Scholar 
63.Meirmans, P. G. & Van Tienderen, P. H. Genotype and genodive: two programs for the analysis of genetic diversity of asexual organisms. Mol. Ecol. Notes 4, 792–794 (2004).Article 

Google Scholar 
64.Weir, B. S. & Cockerham, C. C. Estimating F-statistics for the analysis of population structure. Evolution (N. Y.) 38, 1358–1370 (1984).CAS 

Google Scholar 
65.Raymond, M. & Rousset, F. GENEPOP (Version 1.2): Population genetics software for exact tests and ecumenicism. J. Hered. 86, 248–249 (1995).Article 

Google Scholar 
66.Excoffier, L., Smouse, P. E. & Quattro, J. M. Analysis of molecular variance inferred from metric distances among DNA haplotypes: Application to human mitochondrial DNA restriction data. Genetics 131, 479–491 (1992).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
67.Jombart, T. adegenet: A R package for the multivariate analysis of genetic markers. Bioinformatics 24, 1403–1405 (2008).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
68.R Core Team. R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing. Vienna, Austria. Available online at https://www.R-project.org/ (2018).69.Jombart, T., Devillard, S. & Balloux, F. Discriminant analysis of principal components: A new method for the analysis of genetically structured populations. BMC Genet. 11, 94 (2010).70.Pritchard, J. K., Stephens, M. & Donnelly, P. Inference of population structure using multilocus genotype data. Genetics 155, 945–959 (2000).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
71.Evanno, G., Regnaut, S. & Goudet, J. Detecting the number of clusters of individuals using the software structure: A simulation study. Mol. Ecol. 14, 2611–2620 (2005).CAS 
PubMed 
Article 
PubMed Central 

Google Scholar 
72.Earl, D. A. & Vonholdt, B. M. Structure Harvester: A website and program for visualizing STRUCTURE output and implementing the Evanno method. Conserv. Genet. Resour. 4, 359–361 (2012).Article 

Google Scholar 
73.Rosenberg, N. A. distruct: A program for the graphical display of population structure. Mol. Ecol. Notes 4, 137–138 (2004).Article 

Google Scholar 
74.Minh, B., Nguyen, M.-A. & von Haeseler, A. Ultrafast approximation for phylogenetic bootstrap. Mol. Biol. Evol. 30, 1188–1195 (2013).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
75.Nguyen, L.-T., Schmidt, H. A., von Haeseler, A. & Minh, B. Q. IQ-TREE: A fast and effective stochastic algorithm for estimating maximum-likelihood phylogenies. Mol. Biol. Evol. 32, 268–274 (2015).CAS 
Article 

Google Scholar 
76.Ronquist, F. & Huelsenbeck, J. P. MrBayes 3: Bayesian phylogenetic inference under mixed models. Bioinformatics 19, 1572–1574 (2003).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
77.Bryant, D., Bouckaert, R., Felsenstein, J., Rosenberg, N. A. & Roychoudhury, A. Inferring species trees directly from biallelic genetic markers: Bypassing gene trees in a full coalescent analysis. Mol. Biol. Evol. 29, 1917–1932 (2012).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
78.Bouckaert, R. et al. BEAST 2: A software platform for Bayesian evolutionary analysis. PLoS Comput. Biol. 10, 1–6 (2014).Article 
CAS 

Google Scholar 
79.Kass, R. E. & Raftery, A. E. kass1995BayesFactors. J. Am. Stat. Assoc. 90, 773–795 (1995).Article 

Google Scholar 
80.Cornuet, J.-M. et al. DIYABC v2.0: A software to make approximate Bayesian computation inferences about population history using single nucleotide polymorphism, DNA sequence and microsatellite data. Bioinformatics 30, 1187–1189 (2014).CAS 
PubMed 
Article 
PubMed Central 

Google Scholar 
81.Cabrera, A. A. & Palsbøll, P. J. Inferring past demographic changes from contemporary genetic data: A simulation-based evaluation of the ABC methods implemented in diyabc. Mol. Ecol. Resour. 17, e94–e110 (2017).CAS 
PubMed 
Article 
PubMed Central 

Google Scholar 
82.Jones, J. W. & Neves, R. J. Life history and propagation of the endangered fanshell pearlymussel, Cyprogenia stegaria Rafinesque (Bivalvia: Unionidae) The University of Chicago Press on behalf of the Society for F. J. N. Am. Benthol. Soc. 21, 76–88 (2002).Article 

Google Scholar  More

1.Pecl, G. T. et al. Biodiversity redistribution under climate change: impacts on ecosystems and human well-being. Science 355, eaai9214 (2017).Article 

Google Scholar 
2.Kearney, M. & Porter, W. Mechanistic niche modelling: combining physiological and spatial data to predict species’ ranges. Ecol. Lett. 12, 334–350 (2009).Article 

Google Scholar 
3.Nowakowski, A. J. et al. Thermal biology mediates responses of amphibians and reptiles to habitat modification. Ecol. Lett. 21, 345–355 (2018).Article 

Google Scholar 
4.Metelmann, S. et al. The UK’s suitability for Aedes albopictus in current and future climates. J. R. Soc. Interface 16, 20180761 (2019).CAS 
Article 

Google Scholar 
5.Kellermann, V. et al. Upper thermal limits of Drosophila are linked to species distributions and strongly constrained phylogenetically. Proc. Natl Acad. Sci. USA 109, 16228–16233 (2012).CAS 
Article 

Google Scholar 
6.Lancaster, L. T. & Humphreys, A. M. Global variation in the thermal tolerances of plants. Proc. Natl Acad. Sci. USA 117, 13580–13587 (2020).CAS 
Article 

Google Scholar 
7.Sunday, J. M. et al. Thermal-safety margins and the necessity of thermoregulatory behavior across latitude and elevation. Proc. Natl Acad. Sci. USA 111, 5610–5615 (2014).CAS 
Article 

Google Scholar 
8.Rezende, E. L., Bozinovic, F., Szilàgyi, A. & Santos, M. Predicting temperature mortality and selection in natural Drosophila populations. Science 369, 1242–1245 (2020).CAS 
Article 

Google Scholar 
9.Jørgensen, L. B., Malte, H. & Overgaard, J. How to assess Drosophila heat tolerance: unifying static and dynamic tolerance assays to predict heat distribution limits. Funct. Ecol. 33, 629–642 (2019).Article 

Google Scholar 
10.Rezende, E. L., Castañeda, L. E. & Santos, M. Tolerance landscapes in thermal ecology. Funct. Ecol. 28, 799–809 (2014).Article 

Google Scholar 
11.Terblanche, J. S. & Hoffmann, A. A. Validating measurements of acclimation for climate change adaptation. Curr. Opin. Insect Sci. 41, 7–16 (2020).Article 

Google Scholar 
12.Walsh, B. S. et al. The impact of climate change on fertility. Trends Ecol. Evol. 34, 249–259 (2019).Article 

Google Scholar 
13.Sage, T. L. et al. The effect of high temperature stress on male and female reproduction in plants. Field Crops Res. 182, 30–42 (2015).Article 

Google Scholar 
14.Sales, K. et al. Experimental heatwaves compromise sperm function and cause transgenerational damage in a model insect. Nat. Commun. 9, 4771 (2018).Article 

Google Scholar 
15.Porcelli, D., Gaston, K. J., Butlin, R. K. & Snook, R. R. Local adaptation of reproductive performance during thermal stress. J. Evol. Biol. 30, 422–429 (2016).Article 

Google Scholar 
16.Saxon, A. D., O’Brien, E. K. & Bridle, J. R. Temperature fluctuations during development reduce male fitness and may limit adaptive potential in tropical rainforest Drosophila. J. Evol. Biol. 31, 405–415 (2018).CAS 
Article 

Google Scholar 
17.Breckels, R. D. & Neff, B. D. The effects of elevated temperature on the sexual traits, immunology and survivorship of a tropical ectotherm. J. Exp. Biol. 216, 2658–2664 (2013).Article 

Google Scholar 
18.Paxton, C. W., Baria, M. V. B., Weis, V. M. & Harii, S. Effect of elevated temperature on fecundity and reproductive timing in the coral Acropora digitifera. Zygote 24, 511–516 (2016).Article 

Google Scholar 
19.Hurley, L. L., McDiarmid, C. S., Friesen, C. R., Griffith, S. C. & Rowe, M. Experimental heatwaves negatively impact sperm quality in the zebra finch. Proc. R. Soc. Lond. B 285, 20172547 (2018).
Google Scholar 
20.Yogev, L. et al. Seasonal variations in pre‐ and post‐thaw donor sperm quality. Hum. Reprod. 19, 880–885 (2004).CAS 
Article 

Google Scholar 
21.Terblanche, J. S., Deere, J. A., Clusella Trullas, S., Janion, C. & Chown, S. L. Critical thermal limits depend on methodological context. Proc. R. Soc. Lond. B 274, 2935–2942 (2007).
Google Scholar 
22.Ives, A. R. R2s for correlated data: phylogenetic models, LMMs, and GLMMs. Syst. Biol. 68, 234–251 (2019).Article 

Google Scholar 
23.Dillon, M. E., Wang, G., Garrity, P. A. & Huey, R. B. Thermal preference in Drosophila. J. Therm. Biol. 34, 109–119 (2009).Article 

Google Scholar 
24.Tratter-Kinzner, M. et al. Is temperature preference in the laboratory ecologically relevant for the field? The case of Drosophila nigrosparsa. Glob. Ecol. Conserv. 18, e00638 (2019).Article 

Google Scholar 
25.van Heerwaarden, B. & Sgrò, C. M. Male fertility thermal limits predict vulnerability to climate warming. Nat. Commun. 12, 2214 (2021).CAS 
Article 

Google Scholar  More

Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, Enschede, the NetherlandsAndrew K. Skidmore, Elnaz Neinavaz, Abebe Ali, Roshanak Darvishzadeh, Marcelle C. Lock & Tiejun WangDepartment of Earth and Environmental Science, Macquarie University, Sydney, New South Wales, AustraliaAndrew K. Skidmore & Marcelle C. LockDepartment of Forest Resources Management, University of British Columbia, Vancouver, British Columbia, CanadaNicholas C. CoopsDepartment of Geography and Environmental Studies, Wollo University, Dessie, EthiopiaAbebe AliRemote Sensing Laboratories, Department of Geography, University of Zurich, Zurich, SwitzerlandMichael E. SchaepmanEuropean Space Research Institute (ESRIN), European Space Agency, Frascati, ItalyMarc PaganiniInstitute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, Amsterdam, the NetherlandsW. Daniel KisslingBiodiversity Centre, Finnish Environment Institute (SYKE), Helsinki, FinlandPetteri VihervaaraInstitute of Geographical Sciences, Freie Universität Berlin, Berlin, GermanyHannes FeilhauerRemote Sensing Center for Earth System Research, University of Leipzig, Leipzig, GermanyHannes FeilhauerNatureServe, Arlington, VA, USAMiguel FernandezGeorge Mason University, Fairfax, VA, USAMiguel FernandezGerman Centre for Integrative Biodiversity Research (iDiv), Leipzig, GermanyNéstor FernándezInstitute of Biology, Martin Luther University Halle-Wittenberg, Halle (Saale), GermanyNéstor FernándezGoogle, Zurich, SwitzerlandNoel GorelickTour du Valat, Arles, FranceIlse GeijzendorfferEarth Observation Center (EOC), Remote Sensing Technology Institute, German Aerospace Center (DLR), Oberpfaffenhofen, GermanyUta Heiden & Stefanie HolzwarthDepartment of Visitor Management and National Park Monitoring, Bavarian Forest National Park Administration, Grafenau, GermanyMarco HeurichAlbert Ludwigs University of Freiburg, Freiburg, GermanyMarco HeurichGBIF Secretariat, Copenhagen, DenmarkDonald HobernCollege of Marine Science, University of South Florida, St Petersburg, FL, USAFrank E. Muller-KargerFlemish Institute for Technological Research (VITO), Mol, BelgiumRuben Van De KerchoveComputational Landscape Ecology, Helmholtz Centre for Environmental Research (UFZ), Leipzig, GermanyAngela LauschGeography Department, Humboldt University of Berlin, Berlin, GermanyAngela LauschTechnische Universität Braunschweig, Braunschweig, GermanyPedro J. LeitãoHumboldt-Universität zu Berlin, Berlin, GermanyPedro J. LeitãoWageningen Environmental Research, Wageningen University & Research, Wageningen, the NetherlandsCaspar A. MücherUN Environment World Conservation Monitoring Centre, Cambridge, UKBrian O’ConnorDepartment of Biological, Geological and Environmental Sciences, University of Bologna, Bologna, ItalyDuccio RocchiniDepartment of Applied Geoinformatics and Spatial Planning, Faculty of Environmental Sciences, Czech University of Life Sciences, Prague, Czech RepublicDuccio RocchiniEarth Science Division, NASA, Washington DC, USAWoody TurnerUnilever Europe B.V., Rotterdam, the NetherlandsJan Kees VisInstitute of Geography and Geology, University of Wuerzburg, Würzburg, GermanyMartin WegmannLand Systems and Sustainable Land Management, Geographisches Institut, Universität Bern, Bern, SwitzerlandVladimir Wingate More

1.Cho, B. C. & Azam, F. major role of bacteria in biogeochemical fluxes in the ocean´s interior. Nature 332, 441–443 (1988).CAS 
Article 

Google Scholar 
2.Bar-On, Y. M., Phillips, R. & Milo, R. The biomass distribution on Earth. Proc. Natl Acad. Sci. USA 115, 6506–6511 (2018).3.Aristegui, J., Gasol, J. M., Duarte, C. M. & Herndl, G. J. Microbial oceanography of the dark ocean’s pelagic realm. Limnol. Oceanogr. 54, 1501–1529 (2009).CAS 
Article 

Google Scholar 
4.Baltar, F., Arístegui, J., Gasol, J. M., Lekunberri, I. & Herndl, G. J. Mesoscale eddies: hotspots of prokaryotic activity and differential community structure in the ocean. ISME J. 4, 975–988 (2010).PubMed 
Article 

Google Scholar 
5.Del Giorgio, P. A. & Duarte, C. M. Respiration in the open ocean. Nature 420, 379–384 (2002).PubMed 
Article 
CAS 

Google Scholar 
6.Arístegui, J. et al. Oceanography: dissolved organic carbon support of respiration in the dark ocean. Science 298, 1967 (2002).PubMed 
Article 

Google Scholar 
7.Herndl, G. J. & Reinthaler, T. Microbial control of the dark end of the biological pump. Nat. Geosci. 6, 718–724 (2013).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
8.Baltar, F. et al. Significance of non-sinking particulate organic carbon and dark CO2 fixation to heterotrophic carbon demand in the mesopelagic northeast Atlantic. Geophys. Res. Lett. 37, L09602 (2010).Article 
CAS 

Google Scholar 
9.Boyd, P. W., Claustre, H., Levy, M., Siegel, D. A. & Weber, T. Multi-faceted particle pumps drive carbon sequestration in the ocean. Nature 568, 327–335 (2019).CAS 
PubMed 
Article 

Google Scholar 
10.Stukel, M. R., Song, H., Goericke, R. & Miller, A. J. The role of subduction and gravitational sinking in particle export, carbon sequestration, and the remineralization length scale in the California Current Ecosystem. Limnol. Oceanogr. 63, 363–383 (2018).CAS 
Article 

Google Scholar 
11.Omand, M. M. et al. Eddy-driven subduction exports particulate organic carbon from the spring bloom. Science 348, 222–225 (2015).CAS 
PubMed 
Article 

Google Scholar 
12.Jónasdóttir, S. H., Visser, A. W., Richardson, K. & Heath, M. R. Seasonal copepod lipid pump promotes carbon sequestration in the deep North Atlantic. Proc. Natl Acad. Sci. USA 112, 12122–12126 (2015).PubMed 
Article 
CAS 

Google Scholar 
13.Dall’Olmo, G., Dingle, J., Polimene, L., Brewin, R. J. W. & Claustre, H. Substantial energy input to the mesopelagic ecosystem from the seasonal mixed-layer pump. Nat. Geosci. 9, 820–823 (2016).PubMed 
PubMed Central 
Article 
CAS 

Google Scholar 
14.Herndl, G. J. et al. Contribution of archaea to total prokaryotic production in the deep Atlantic Ocean. Appl. Environ. Microbiol. 71, 2303–2309 (2005).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
15.Wuchter, C. et al. Archaeal nitrification in the ocean. Proc. Natl Acad. Sci. USA 103, 12317–12322 (2006).CAS 
PubMed 
Article 

Google Scholar 
16.Reinthaler, T., van Aken, H. M. & Herndl, G. J. Major contribution of autotrophy to microbial carbon cycling in the deep North Atlantic’s interior. Deep Res. Part II Top. Stud. Oceanogr. 57, 1572–1580 (2010).CAS 
Article 

Google Scholar 
17.Swan, B. K. et al. Potential for chemolithoautotrophy among ubiquitous bacteria lineages in the dark ocean. Science 333, 1296–1300 (2011).CAS 
PubMed 
Article 

Google Scholar 
18.Pachiadaki, M. G. et al. Major role of nitrite-oxidizing bacteria in dark ocean carbon fixation. Science 358, 1046–1051 (2017).CAS 
PubMed 
Article 

Google Scholar 
19.Hügler, M. & Sievert, S. M. Beyond the Calvin Cycle: autotrophic carbon fixation in the ocean. Ann. Rev. Mar. Sci. 3, 261–289 (2011).PubMed 
Article 

Google Scholar 
20.Sorokin, D. Y. Oxidation of inorganic sulfur compounds by obligately organotrophic bacteria. Microbiology 72, 641–653 (2003).CAS 
Article 

Google Scholar 
21.Alonso-Sáez, L., Galand, P. E., Casamayor, E. O., Pedrós-Alió, C. & Bertilsson, S. High bicarbonate assimilation in the dark by Arctic bacteria. ISME J. 4, 1581–1590 (2010).PubMed 
Article 
CAS 

Google Scholar 
22.Turner, J. T. Zooplankton fecal pellets, marine snow and sinking phytoplankton blooms. Aquat. Microb. Ecol. 27, 57–102 (2002).Article 

Google Scholar 
23.Ploug, H., Iversen, M. H. & Fischer, G. Ballast, sinking velocity, and apparent diffusivity within marine snow and zooplankton fecal pellets: implications for substrate turnover by attached bacteria. Limnol. Oceanogr. 53, 1878–1886 (2008).Article 

Google Scholar 
24.Agusti, S. et al. Ubiquitous healthy diatoms in the deep sea confirm deep carbon injection by the biological pump. Nat. Commun. 6, 7608 (2015).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
25.Smith, K. L., Ruhl, H. A., Huffard, C. L., Messié, M. & Kahru, M. Episodic organic carbon fluxes from surface ocean to abyssal depths during long-term monitoring in NE Pacific. Proc. Natl Acad. Sci. USA 115, 12235–12240 (2018).CAS 
PubMed 
Article 

Google Scholar 
26.Salazar, G. et al. Global diversity and biogeography of deep-sea pelagic prokaryotes. ISME J. 10, 596–608 (2016).PubMed 
Article 

Google Scholar 
27.Mestre, M. et al. Sinking particles promote vertical connectivity in the ocean microbiome. Proc. Natl Acad. Sci. USA 115, E6799–E6807 (2018).CAS 
PubMed 
Article 

Google Scholar 
28.Salazar, G. et al. Particle-association lifestyle is a phylogenetically conserved trait in bathypelagic prokaryotes. Mol. Ecol. 24, 5692–5706 (2015).PubMed 
Article 

Google Scholar 
29.DeLong, E. F. et al. Community genomics among stratified microbial assemblages in the ocean’s interior. Science 311, 496–503 (2006).CAS 
PubMed 
Article 

Google Scholar 
30.Martín-Cuadrado, A.-B. et al. Metagenomics of the deep mediterranean, a warm bathypelagic habitat. PLoS ONE 2, e914 (2007).PubMed 
PubMed Central 
Article 
CAS 

Google Scholar 
31.Boeuf, D. et al. Biological composition and microbial dynamics of sinking particulate organic matter at abyssal depths in the oligotrophic open ocean. Proc. Natl Acad. Sci. USA 116, 11824–11832 (2019).CAS 
PubMed 

Google Scholar 
32.Ganesh, S. et al. Size-fraction partitioning of community gene transcription and nitrogen metabolism in a marine oxygen minimum zone. ISME J. 9, 2682–2696 (2015).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
33.Rusch, D. B. et al. The Sorcerer II global ocean sampling expedition: northwest Atlantic through eastern tropical pacific. PLoS Biol. 5, e77 (2007).PubMed 
PubMed Central 
Article 
CAS 

Google Scholar 
34.Sunagawa, S. et al. Structure and function of the global ocean microbiome. Science 348, 1261359 (2015).PubMed 
Article 
CAS 

Google Scholar 
35.Louca, S., Parfrey, L. W. & Doebeli, M. Decoupling function and taxonomy in the global ocean microbiome. Science 353, 1272–1277 (2016).CAS 
PubMed 
Article 
PubMed Central 

Google Scholar 
36.Duarte, C. M. Seafaring in the 21St Century: the Malaspina 2010 circumnavigation expedition. Limnol. Oceanogr. Bull. 24, 11–14 (2015).Article 

Google Scholar 
37.Salazar, G. et al. Gene expression changes and community turnover differentially shape the global ocean metatranscriptome. Cell 179, 1068–1083.e21 (2019).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
38.Baltar, F. et al. Prokaryotic extracellular enzymatic activity in relation to biomass production and respiration in the meso- and bathypelagic waters of the (sub)tropical Atlantic. Environ. Microbiol 11, 1998–2014 (2009).CAS 
PubMed 
Article 

Google Scholar 
39.Bergauer, K. et al. Organic matter processing by microbial communities throughout the Atlantic water column as revealed by metaproteomics. Proc. Natl Acad. Sci. USA 115, E400–E408 (2018).CAS 
PubMed 
Article 

Google Scholar 
40.Zhao, Z., Baltar, F. & Herndl, G. J. Linking extracellular enzymes to phylogeny indicates a predominantly particle-associated lifestyle of deep-sea prokaryotes. Sci. Adv. 6, 1–11 (2020).CAS 

Google Scholar 
41.Ruiz‐González, C. et al. Major imprint of surface plankton on deep ocean prokaryotic structure and activity. Mol. Ecol. 29, 1820–1838 (2020).42.Pernice, M. C. et al. Large variability of bathypelagic microbial eukaryotic communities across the world’s oceans. ISME J. 10, 945–958 (2016).PubMed 
Article 

Google Scholar 
43.Hingamp, P. et al. Exploring nucleo-cytoplasmic large DNA viruses in Tara Oceans microbial metagenomes. ISME J. 7, 1678–1695 (2013).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
44.Kanehisa, M. & Goto, S. KEGG: Kyoto Encyclopedia of genes and genomes. Nucleic Acids Res. 28, 27–30 (2000).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
45.Galperin, M. Y., Makarova, K. S., Wolf, Y. I. & Koonin, E. V. Expanded Microbial genome coverage and improved protein family annotation in the COG database. Nucleic Acids Res. 43, D261–D269 (2015).CAS 
PubMed 
Article 

Google Scholar 
46.El-Gebali, S. et al. The Pfam protein families database in 2019. Nucleic Acids Res. 47, D427–D432 (2019).CAS 
PubMed 
Article 

Google Scholar 
47.Allen, L. Z. et al. Influence of nutrients and currents on the genomic composition of microbes across an upwelling mosaic. ISME J. 6, 1403–1414 (2012).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
48.López-Pérez, M., Kimes, N. E., Haro-Moreno, J. M. & Rodríguez-Valera, F. Not all particles are equal: the selective enrichment of particle-associated bacteria from the mediterranean sea. Front. Microbiol. 7, 996 (2016).PubMed 
PubMed Central 
Article 

Google Scholar 
49.Smith, M. W., Zeigler Allen, L., Allen, A. E., Herfort, L. & Simon, H. M. Contrasting genomic properties of free-living and particle-attached microbial assemblages within a coastal ecosystem. Front. Microbiol. 4, 120 (2013).CAS 
PubMed 
PubMed Central 

Google Scholar 
50.Könneke, M. et al. Isolation of an autotrophic ammonia-oxidizing marine archaeon. Nature 437, 543–546 (2005).PubMed 
Article 
CAS 

Google Scholar 
51.Alonso-Saez, L. et al. Role for urea in nitrification by polar marine Archaea. Proc. Natl Acad. Sci. USA 109, 17989–17994 (2012).CAS 
PubMed 
Article 

Google Scholar 
52.Cordero, P. R. F. et al. Atmospheric carbon monoxide oxidation is a widespread mechanism supporting microbial survival. ISME J. 13, 2868–2881 (2019).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
53.Anantharaman, K., Breier, J. A., Sheik, C. S. & Dick, G. J. Evidence for hydrogen oxidation and metabolic plasticity in widespread deep-sea sulfur-oxidizing bacteria. Proc. Natl Acad. Sci. USA 110, 330–335 (2013).CAS 
PubMed 
Article 

Google Scholar 
54.Brazelton, W. J., Nelson, B. & Schrenk, M. O. Metagenomic evidence for H2 oxidation and H2 production by serpentinite-hosted subsurface microbial communities. Front. Microbiol. 2, 268 (2012).PubMed 
PubMed Central 
Article 

Google Scholar 
55.Ragsdale, S. W. Life with carbon monoxide. Crit. Rev. Biochem. Mol. Biol. 39, 165–195 (2004).CAS 
PubMed 
Article 

Google Scholar 
56.Weber, C. F. & King, G. M. Physiological, ecological, and phylogenetic characterization of Stappia, a marine CO-oxidizing bacterial genus. Appl. Environ. Microbiol. 73, 1266–1276 (2007).CAS 
PubMed 
Article 

Google Scholar 
57.Martín-Cuadrado, A. B., Ghai, R., Gonzaga, A. & Rodríguez-Valera, F. CO dehydrogenase genes found in metagenomic fosmid clones from the deep Mediterranean Sea. Appl. Environ. Microbiol. 75, 7436–7444 (2009).PubMed 
PubMed Central 
Article 
CAS 

Google Scholar 
58.Einsle, O. et al. Structure of cytochrome c nitrite reductase. Nature 400, 476–480 (1999).CAS 
PubMed 
Article 

Google Scholar 
59.Harborne, N. R., Griffiths, L., Busby, S. J. W. & Cole, J. A. Transcriptional control, translation and function of the products of the five open reading frames of the Escherichia coli nir operon. Mol. Microbiol. 6, 2805–2813 (1992).CAS 
PubMed 
Article 

Google Scholar 
60.Bianchi, D., Weber, T. S., Kiko, R. & Deutsch, C. Global niche of marine anaerobic metabolisms expanded by particle microenvironments. Nat. Geosci. 11, 263–268 (2018).CAS 
Article 

Google Scholar 
61.Bowers, R. M. et al. Minimum information about a single amplified genome (MISAG) and a metagenome-assembled genome (MIMAG) of bacteria and archaea. Nat. Biotechnol. 35, 725–731 (2017).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
62.Delmont, T. O. et al. Nitrogen-fixing populations of Planctomycetes and Proteobacteria are abundant in surface ocean metagenomes. Nat. Microbiol. 3, 804–813 (2018).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
63.Tully, B. J., Sachdeva, R., Graham, E. D. & Heidelberg, J. F. 290 metagenome-assembled genomes from the Mediterranean Sea: a resource for marine microbiology. PeerJ 5, e3558 (2017).PubMed 
PubMed Central 
Article 
CAS 

Google Scholar 
64.Parks, D. H., Imelfort, M., Skennerton, C. T., Hugenholtz, P. & Tyson, G. W. CheckM: assessing the quality of microbial genomes recovered from isolates, single cells, and metagenomes. Genome Res. 25, 1043–1055 (2015).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
65.Huber, H. et al. A new phylum of Archaea represented by a nanosized hyperthermophilic symbiont. Nature 417, 63–67 (2002).CAS 
PubMed 
Article 

Google Scholar 
66.Sharma, G., Khatri, I. & Subramanian, S. Complete genome of the starch-degrading myxobacteria Sandaracinus amylolyticus DSM 53668T. Genome Biol. Evol. 8, 2520–2529 (2016).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
67.Mohr, K. Diversity of myxobacteria—we only see the tip of the iceberg. Microorganisms 6, 84 (2018).PubMed Central 
Article 
PubMed 

Google Scholar 
68.Farnelid, H. et al. Nitrogenase gene amplicons from global marine surface waters are dominated by genes of non-cyanobacteria. PLoS ONE 6, e19223 (2011).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
69.Moisander, P. H. et al. Chasing after non-cyanobacterial nitrogen fixation in marine pelagic environments. Front. Microbiol. 8, 1736 (2017).70.Zehr, J. P., Weitz, J. S. & Joint, I. How microbes survive in the open ocean. Science 357, 646–647 (2017).CAS 
PubMed 
Article 

Google Scholar 
71.Zehr, J. P. & Capone, D. G. Changing perspectives in marine nitrogen fixation. Science 368, eaay9514 (2020).CAS 
PubMed 
Article 

Google Scholar 
72.Hewson, I. et al. Characteristics of diazotrophs in surface to abyssopelagic waters of the Sargasso Sea. Aquat. Microb. Ecol. 46, 15–30 (2007).Article 

Google Scholar 
73.Hamersley, M. R. et al. Nitrogen fixation within the water column associated with two hypoxic basins in the Southern California Bight. Aquat. Microb. Ecol. 63, 193–205 (2011).Article 

Google Scholar 
74.Farnelid, H. et al. Diverse diazotrophs are present on sinking particles in the North Pacific Subtropical Gyre. ISME J. 13, 170–182 (2019).PubMed 
Article 

Google Scholar 
75.Sorokin, D. Y., Tourova, T. P. & Muyzer, G. Citreicella thiooxidans gen. nov., sp. nov., a novel lithoheterotrophic sulfur-oxidizing bacterium from the Black Sea. Syst. Appl. Microbiol. 28, 679–687 (2005).CAS 
PubMed 
Article 

Google Scholar 
76.Tiirola, M. A., Männistö, M. K., Puhakka, J. A. & Kulomaa, M. S. Isolation and characterization of Novosphingobium sp. strain MT1, a dominant polychlorophenol-degrading strain in a groundwater bioremediation system. Appl. Environ. Microbiol. 68, 173–180 (2002).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
77.Yuan, J., Lai, Q., Zheng, T. & Shao, Z. Novosphingobium indicum sp. nov., a polycyclic aromatic hydrocarbon-degrading bacterium isolated from a deep-sea environment. Int. J. Syst. Evol. Microbiol. 59, 2084–2088 (2009).CAS 
PubMed 
Article 

Google Scholar 
78.Addison, S. L., Foote, S. M., Reid, N. M. & Lloyd-Jones, G. Novosphingobium nitrogenifigens sp. nov., a polyhydroxyalkanoate-accumulating diazotroph isolated from a New Zealand pulp and paper wastewater. Int. J. Syst. Evol. Microbiol 57, 2467–2471 (2007).CAS 
PubMed 
Article 

Google Scholar 
79.Kim, S. H. et al. Ketobacter alkanivorans gen. nov., sp. nov., an n-alkane-degrading bacterium isolated from seawater. Int. J. Syst. Evol. Microbiol. 68, 2258–2264 (2018).CAS 
PubMed 
Article 

Google Scholar 
80.Tully, B. J., Graham, E. D. & Heidelberg, J. F. The reconstruction of 2,631 draft metagenome-assembled genomes from the global oceans. Sci. Data 5, 170203 (2018).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
81.Teira, E., Lebaron, P., Van Aken, H. & Herndl, G. J. Distribution and activity of bacteria and archaea in the deep water masses of the North Atlantic. Limnol. Oceanogr. 51, 2131–2144 (2006).CAS 
Article 

Google Scholar 
82.Yakimov, M. M. et al. Contribution of crenarchaeal autotrophic ammonia oxidizers to the dark primary production in Tyrrhenian deep waters (Central Mediterranean Sea). ISME J. 5, 945–961 (2011).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
83.La Cono, V. et al. Contribution of bicarbonate assimilation to carbon pool dynamics in the deep Mediterranean Sea and cultivation of actively nitrifying and CO2-fixing bathypelagic prokaryotic consortia. Front. Microbiol. 9, 3 (2018).PubMed 
PubMed Central 
Article 

Google Scholar 
84.Zarzycki, J., Brecht, V., Müller, M. & Fuchs, G. Identifying the missing steps of the autotrophic 3-hydroxypropionate CO2 fixation cycle in Chloroflexus aurantiacus. Proc. Natl Acad. Sci. USA 106, 21317–21322 (2009).CAS 
PubMed 
Article 

Google Scholar 
85.Landry, Z., Swan, B. K., Herndl, G. J., Stepanauskas, R. & Giovannoni, S. J. SAR202 genomes from the dark ocean predict pathways for the oxidation of recalcitrant dissolved organic matter. mBio 8, 1e00413-17–19e00413-17 (2017).Article 

Google Scholar 
86.Mehrshad, M., Rodríguez-Valera, F., Amoozegar, M. A., López-García, P. & Ghai, R. The enigmatic SAR202 cluster up close: shedding light on a globally distributed dark ocean lineage involved in sulfur cycling. ISME J. 12, 655–668 (2018).CAS 
PubMed 
Article 

Google Scholar 
87.Tabita, F. R., Satagopan, S., Hanson, T. E., Kreel, N. E. & Scott, S. S. Distinct form I, II, III, and IV Rubisco proteins from the three kingdoms of life provide clues about Rubisco evolution and structure/function relationships. J. Exp. Bot. 59, 1515–1524 (2008).CAS 
PubMed 
Article 

Google Scholar 
88.Carter, M. S. et al. Functional assignment of multiple catabolic pathways for D-apiose. Nat. Chem. Biol. 14, 696–705 (2018).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
89.Yelton, A. P. et al. Global genetic capacity for mixotrophy in marine picocyanobacteria. ISME J. 10, 2946–2957 (2016).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
90.Buesseler, K. O. et al. An assessment of the use of sediment traps for estimating upper ocean particle fluxes. J. Mar. Res. 65, 345–416 (2007).CAS 
Article 

Google Scholar 
91.Crump, B. C., Armbrust, E. V. & Baross, J. A. Phylogenetic analysis of particle-attached and free-living bacterial communities in the Columbia River, Its Estuary, and the Adjacent Coastal Ocean. Appl. Environ. Microbiol. 65, 3192–3204 (1999).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
92.Ghiglione, J. F., Conan, P. & Pujo-Pay, M. Diversity of total and active free-living vs. particle-attached bacteria in the euphotic zone of the NW Mediterranean Sea. FEMS Microbiol. Lett. 299, 9–21 (2009).CAS 
PubMed 
Article 

Google Scholar 
93.Logares, R. et al. Metagenomic 16S rDNA Illumina tags are a powerful alternative to amplicon sequencing to explore diversity and structure of microbial communities. Environ. Microbiol. 16, 2659–2671 (2014).CAS 
PubMed 
Article 

Google Scholar 
94.Huntemann, M. et al. The standard operating procedure of the DOE-JGI Metagenome Annotation Pipeline (MAP v.4). Stand. Genom. Sci. 11, 1–5 (2016).Article 
CAS 

Google Scholar 
95.Oksanen, J. et al. vegan: community ecology package. https://cran.r-project.org/package=vegan (2019).96.R Core Team. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. https://www.R-project.org/ (2020).97.Li, W. & Godzik, A. Cd-hit: a fast program for clustering and comparing large sets of protein or nucleotide sequences. Bioinformatics 22, 1658–1659 (2006).CAS 
Article 

Google Scholar 
98.Suzek, B. E., Wang, Y., Huang, H., McGarvey, P. B. & Wu, C. H. UniRef clusters: a comprehensive and scalable alternative for improving sequence similarity searches. Bioinformatics 31, 926–932 (2015).CAS 
PubMed 
Article 

Google Scholar 
99.Buchfink, B., Xie, C. & Huson, D. H. Fast and sensitive protein alignment using DIAMOND. Nat. Methods 12, 59–60 (2014).PubMed 
Article 
CAS 

Google Scholar 
100.Federhen, S. The NCBI Taxonomy database. Nucleic Acids Res. 40, 136–143 (2012).Article 
CAS 

Google Scholar 
101.Edgar, R. C. Search and clustering orders of magnitude faster than BLAST. Bioinformatics 26, 2460–2461 (2010).CAS 
PubMed 
Article 

Google Scholar 
102.Guillou, L. et al. The Protist Ribosomal Reference database (PR2): a catalog of unicellular eukaryote small sub-unit rRNA sequences with curated taxonomy. Nucleic Acids Res. 41, 597–604 (2013).Article 
CAS 

Google Scholar 
103.Yutin, N., Wolf, Y. I., Raoult, D. & Koonin, E. V. Eukaryotic large nucleo-cytoplasmic DNA viruses: clusters of orthologous genes and reconstruction of viral genome evolution. Virol. J. 6, 223 (2009).PubMed 
PubMed Central 
Article 
CAS 

Google Scholar 
104.Altschul, S. F. et al. Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. Nucleic Acids Res. 25, 3389–3402 (1997).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
105.Brum, J. R. et al. Patterns and ecological drivers of ocean viral communities. Science 348, 1261498 (2015).PubMed 
Article 
CAS 

Google Scholar 
106.Roux, S. et al. Ecogenomics and potential biogeochemical impacts of globally abundant ocean viruses. Nature 537, 689–693 (2016).CAS 
PubMed 
Article 

Google Scholar 
107.Anderson, M. J. A new method for non-parametric multivariate analysis of variance. Austral Ecol. 26, 32–46 (2008).Article 

Google Scholar 
108.Li, D. et al. MEGAHIT v1.0: a fast and scalable metagenome assembler driven by advanced methodologies and community practices. Methods 102, 3–11 (2016).CAS 
PubMed 
Article 

Google Scholar 
109.Langmead, B. & Salzberg, S. L. Fast gapped-read alignment with Bowtie 2. Nat. Methods 9, 357–359 (2012).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
110.Li, H. et al. The Sequence Alignment/Map format and SAMtools. Bioinformatics 25, 2078–2079 (2009).PubMed 
PubMed Central 
Article 
CAS 

Google Scholar 
111.Kang, D. D., Froula, J., Egan, R. & Wang, Z. MetaBAT, an efficient tool for accurately reconstructing single genomes from complex microbial communities. PeerJ 3, e1165 (2015).PubMed 
PubMed Central 
Article 
CAS 

Google Scholar 
112.Huang, X. & Madan, A. CAP3: a DNA sequence assembly program resource 868 genome research. Genome Res. 9, 868–877 (1999).113.Letunic, I. & Bork, P. Interactive tree of life (iTOL) v4: recent updates and new developments. Nucleic Acids Res. 47, W256–W259 (2019).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
114.Chaumeil, P.-A., Mussig, A. J., Hugenholtz, P. & Parks, D. H. GTDB-Tk: a toolkit to classify genomes with the Genome Taxonomy Database. Bioinformatics 36, 1925–1927 (2019).PubMed Central 
PubMed 

Google Scholar 
115.Seemann, T. Prokka: rapid prokaryotic genome annotation. Bioinformatics 30, 2068–2069 (2014).CAS 
PubMed 
Article 

Google Scholar 
116.Aramaki, T. et al. KofamKOALA: KEGG Ortholog assignment based on profile HMM and adaptive score threshold. Bioinformatics 36, 2251–2252 (2020).CAS 
PubMed 
Article 

Google Scholar 
117.Eddy, S. R. Accelerated profile HMM searches. PLoS Comput. Biol. 7, e1002195 (2011).118.Bushnell, B.BBMap. 1. Bushnell, B. BBMap. https://sourceforge.net/projects/bbmap/ (2018).119.Caro-Quintero, A. & Konstantinidis, K. T. Bacterial species may exist, metagenomics reveal. Environ. Microbiol. 14, 347–355 (2012).CAS 
PubMed 
Article 

Google Scholar 
120.Sievers, F. et al. Fast, scalable generation of high-quality protein multiple sequence alignments using Clustal Omega. Mol. Syst. Biol. 7, 539 (2011).121.Jaffe, A. L., Castelle, C. J., Dupont, C. L. & Banfield, J. F. Lateral gene transfer shapes the distribution of RuBisCO among candidate phyla radiation bacteria and DPANN archaea. Mol. Biol. Evol. 36, 435–446 (2019).CAS 
PubMed 
Article 

Google Scholar 
122.Aylward, F. O. & Santoro, A. E. Heterotrophic Thaumarchaea with small genomes are widespread in the dark ocean. mSystems 5, e00415-20 (2020).PubMed 
PubMed Central 
Article 

Google Scholar 
123.Price, M. N., Dehal, P. S. & Arkin, A. P. FastTree: computing large minimum evolution trees with profiles instead of a distance matrix. Mol. Biol. Evol. 26, 1641–1650 (2009).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar 
124.Alves, R. J. E., Minh, B. Q., Urich, T., Von Haeseler, A. & Schleper, C. Unifying the global phylogeny and environmental distribution of ammonia-oxidising archaea based on amoA genes. Nat. Commun. 9, 1–17 (2018).CAS 
Article 

Google Scholar 
125.Katoh, K. & Standley, D. M. MAFFT multiple sequence alignment software version 7: improvements in performance and usability. Mol. Biol. Evol. 30, 772–780 (2013).CAS 
PubMed 
PubMed Central 
Article 

Google Scholar  More

1.Young, I. M. et al. The interaction of soil biota and soil structure under global change. Glob. Change Biol. 4, 703–712 (1998).Article 

Google Scholar 
2.Lavelle, P. et al. Earthworms as key actors in self-organized soil systems. Theor. Ecol. Ser. 4, 77–106 (2007).Article 

Google Scholar 
3.Blakemore, R. & Hochkirch, A. Soil: restore earthworms to rebuild topsoil. Nature 545, 30–30 (2017).CAS 
Article 

Google Scholar 
4.Kuzyakov, Y. & Blagodatskaya, E. Microbial hotspots and hot moments in soil: concept & review. Soil Biol. Biochem. 83, 184–199 (2015).CAS 
Article 

Google Scholar 
5.Brown, G. G., Barois, I. & Lavelle, P. Regulation of soil organic matter dynamics and microbial activityin the drilosphere and the role of interactionswith other edaphic functional domains. Eur. J. Soil Biol. 36, 177–198 (2000).Article 

Google Scholar 
6.Denef, K. et al. Influence of dry–wet cycles on the interrelationship between aggregate, particulate organic matter, and microbial community dynamics. Soil Biol. Biochem. 33, 1599–1611 (2001).CAS 
Article 

Google Scholar 
7.Van Groenigen, J. W. et al. Earthworms increase plant production: a meta-analysis. Sci. Rep. 4, 1–7 (2014).8.Blouin, M. et al. A review of earthworm impact on soil function and ecosystem services. Eur. J. Soil Sci. 64, 161–182 (2013).Article 

Google Scholar 
9.Capowiez, Y. et al. Experimental evidence for the role of earthworms in compacted soil regeneration based on field observations and results from a semi-field experiment. Soil Biol. Biochem. 41, 711–717 (2009).CAS 
Article 

Google Scholar 
10.Wu, X. D., Guo, J. L., Han, M. & Chen, G. An overview of arable land use for the world economy: From source to sink via the global supply chain. Land Use Policy 76, 201–214 (2018).Article 

Google Scholar 
11.Ruiz, S., Schymanski, S. & Or, D. Mechanics and energetics of soil penetration by earthworms and plant roots—higher burrowing rates cost more. Vadose Zone J. https://doi.org/10.2136/vzj2017.01.0021 (2017).12.Quillin, K. J. Kinematic scaling of locomotion by hydrostatic animals: ontogeny of peristaltic crawling by the earthworm Lumbricus terrestris. J. Exp. Biol. 202, 661–674 (1999).Article 

Google Scholar 
13.Ruiz, S., Or, D. & Schymanski, S. Soil penetration by earthworms and plant roots—mechanical energetics of bioturbation of compacted soils. PLoS ONE https://doi.org/10.1371/journal.pone.0128914 (2015).14.Phillips, H. R. et al. Global distribution of earthworm diversity. Science 366, 480–485 (2019).CAS 
Article 

Google Scholar 
15.Abbott, I. Distribution of the native earthworm fauna of Australia—a continent-wide perspective. Soil Res. 32, 117–126 (1994).Article 

Google Scholar 
16.Hendrix, P. F. & Bohlen, P. J. Exotic earthworm invasions in North America: ecological and policy implications. Bioscience 52, 801–811 (2002).Article 

Google Scholar 
17.Nakamura, Y. Studies on the ecology of terrestrial oligochaeta: I. Sesonal variation in the population density of earthworms in alluvial soil grassland in Sapporo, Hokkaido. Appl. Entomol. Zool. 3, 89–95 (1968).Article 

Google Scholar 
18.Edwards, C. A. & Bohlen, P. J. Biology and Ecology of Earthworms. Vol. 3 (Springer Science & Business Media, 1996).19.Kretzschmar, A. Burrowing ability of the earthworm Aporrectodea longa limited by soil compaction and water potential. Biol. Fertil. Soils 11, 48–51 (1991).Article 

Google Scholar 
20.Johnston, A. S. Land management modulates the environmental controls on global earthworm communities. Glob. Ecol. Biogeogr. 28, 1787–1795 (2019).Article 

Google Scholar 
21.Rao, K. P. Physiology of low temperature acclimation in tropical poikilotherms. I. Ionic changes in the blood of the freshwater mussel, Lamellidens marginalis, and the earthworm, Lampito mauritii. Proc. Indian Acad. Sci. 57, 290–295 (1963).CAS 

Google Scholar 
22.Baker, G. H. & Whitby, W. A. Soil pH preferences and the influences of soil type and temperature on the survival and growth of Aporrectodea longa (Lumbricidae): the 7th international symposium on earthworm ecology· Cardiff· Wales· 2002. Pedobiologia 47, 745–753 (2003).
Google Scholar 
23.El-Duweini, A. K. & Ghabbour, S. I. Population density and biomass of earthworms in different types of Egyptian soils. J. Appl. Ecol. 2, 271–287 (1965).24.Ghezzehei, T. A. & Or, D. Rheological properties of wet soils and clays under steady and oscillatory stresses. Soil Sci. Soc. Am. J. 65, 624–637 (2001).CAS 
Article 

Google Scholar 
25.Ghezzehei, T. A. & Or, D. Dynamics of soil aggregate coalescence governed by capillary and rheological processes. Water Resour. Res. 36, 367–379 (2000).Article 

Google Scholar 
26.Gerard, C. The influence of soil moisture, soil texture, drying conditions, and exchangeable cations on soil strength. Soil Sci. Soc. Am. J. 29, 641–645 (1965).CAS 
Article 

Google Scholar 
27.Quillin, K. J. Ontogenetic scaling of burrowing forces in the earthworm Lumbricus terrestris. J. Exp. Biol. 203, 2757–2770 (2000).CAS 
Article 

Google Scholar 
28.Ruiz, S. A. & Or, D. Biomechanical limits to soil penetration by earthworms: direct measurements of hydroskeletal pressures and peristaltic motions. J. R. Soc. Interface 15, 20180127 (2018).Article 

Google Scholar 
29.McKenzie, B. M. & Dexter, A. R. Radial pressures generated by the earthworm Aporrectodea rosea. Biol. Fertil. Soils 5, 328–332 (1988).
Google Scholar 
30.Hengl, T. et al. SoilGrids250m: global gridded soil information based on machine learning. PLoS ONE 12, e0169748 (2017).Article 

Google Scholar 
31.Burges, A. Soil Biology. (Elsevier, 2012).32.Ruiz, S. A. Mechanics and Energetics of Soil Bioturbation by Earthworms and Growing Plant Roots. https://doi.org/10.3929/ethz-b-000280625 (2018).33.Kretzschmar, A. & Bruchou, C. Weight response to the soil water potential of the earthworm Aporrectodea longa. Biol. Fertil. Soils 12, 209–212 (1991).Article 

Google Scholar 
34.Eggleton, P., Inward, K., Smith, J., Jones, D. T. & Sherlock, E. A six year study of earthworm (Lumbricidae) populations in pasture woodland in southern England shows their responses to soil temperature and soil moisture. Soil Biol. Biochem. 41, 1857–1865 (2009).CAS 
Article 

Google Scholar 
35.Beer, C., Reichstein, M., Ciais, P., Farquhar, G. & Papale, D. Mean annual GPP of Europe derived from its water balance. Geophysical Research Letters 34 (2007).36.Keudel, M. & Schrader, S. Axial and radial pressure exerted by earthworms of different ecological groups. Biol. Fertil. Soils 29, 262–269 (1999).Article 

Google Scholar 
37.Heaney, L. R., Balete, D. S., Rickart, E. A. & Niedzielski, A. The Mammals of Luzon Island: Biogeography and natural history of a Philippine fauna. (Johns Hopkins University Press, 2016).38.Keller, T. et al. Long-term soil structure observatory for monitoring post-compaction evolution of soil structure. Vadose Zone J. 16, 1–16 (2017).39.Lacoste, M., Ruiz, S. & Or, D. Listening to earthworms burrowing and roots growing-acoustic signatures of soil biological activity. Sci. Rep. 8, 10236 (2018).Article 

Google Scholar 
40.Kearney, M. & Porter, W. Mechanistic niche modelling: combining physiological and spatial data to predict species’ ranges. Ecol. Lett. 12, 334–350 (2009).Article 

Google Scholar 
41.IPCC. The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change (eds T.F. Stocker, D. Qin, G.-K. Plattner, M. Tignor, S.K. Allen, J. Boschung, A. Nauels, Y. Xia, V. Bex and P.M. Midgley). 1535 (Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 2013).42.Van Den Hoogen, J. et al. Soil nematode abundance and functional group composition at a global scale. Nature 572, 194–198 (2019).Article 

Google Scholar 
43.Bengough, A. G. et al. Root responses to soil physical conditions; growth dynamics from field to cell. J. Exp. Bot. 57, 437–447 (2005).Article 

Google Scholar 
44.Beer, C. et al. Terrestrial gross carbon dioxide uptake: global distribution and covariation with climate. Science 329, 834–838 (2010).CAS 
Article 

Google Scholar 
45.Paoletti, M. G. The role of earthworms for assessment of sustainability and as bioindicators. Agric. Ecosyst. Environ. 74, 137–155 (1999).Article 

Google Scholar 
46.Gruber, S. Derivation and analysis of a high-resolution estimate of global permafrost zonation. Cryosphere 6, 221 (2012).Article 

Google Scholar 
47.Muñoz Sabater, J. (ed Copernicus Climate Change Service (C3S) Climate Data Store (CDS)) (2019).48.Beck, H. E. et al. MSWEP V2 global 3-hourly 0.1° precipitation: methodology and quantitative assessment. Bull. Am. Meteorol. Soc. 100, 473–500 (2019).Article 

Google Scholar 
49.Chamberlain, E. J. & Butt, K. R. Distribution of earthworms and influence of soil properties across a successional sand dune ecosystem in NW England. Eur. J. Soil Biol. 44, 554–558 (2008).Article 

Google Scholar 
50.Booth, L. H., Heppelthwaite, V. & McGlinchy, A. The effect of environmental parameters on growth, cholinesterase activity and glutathione S-transferase activity in the earthworm (Apporectodea caliginosa). Biomarkers 5, 46–55 (2000).CAS 
Article 

Google Scholar 
51.GBIF.org. GBIF Occurrence Download (Almidae). https://doi.org/10.15468/dl.xstqow (2020).52.GBIF.org. GBIF Occurrence Download (Eudrilidae). https://doi.org/10.15468/dl.wghggg (2020).53.GBIF.org. GBIF Occurrence Download (Glossoscolecidae). https://doi.org/10.15468/dl.3yj8pk (2020).54.GBIF.org. GBIF Occurrence Download (Hormogastridae). https://doi.org/10.15468/dl.lzuwlg (2020).55.GBIF.org. GBIF Occurrence Download (Lumbricidae). https://doi.org/10.15468/dl.vwqtsk (2020).56.GBIF.org. GBIF Occurrence Download (Microchaetidae). https://doi.org/10.15468/dl.brqmht (2020).57.GBIF.org. GBIF Occurrence Download (Moniligastridae). https://doi.org/10.15468/dl.ghccto (2020).58.GBIF.org. GBIF Occurrence Download (Ocnerodrilidae). https://doi.org/10.15468/dl.dk97gk (2020).59.GBIF.org. GBIF Occurrence Download (Octochaetidae). https://doi.org/10.15468/dl.xjw6kc (2020).60.GBIF.org. GBIF Occurrence Download (Sparganophilidae). https://doi.org/10.15468/dl.9a4ojx (2020).61.Ruiz, S. B., S; Or, D. Dataset for: Global Earthworm Distribution and Activity Windows Based on Soil Hydromechanical Constraints. https://doi.org/10.3929/ethz-b-000476615 (2021). More

1.Darwall, W. et al. The alliance for freshwater life: a global call to unite efforts for freshwater biodiversity science and conservation. Aquat. Conserv. 28, 1015–1022 (2018).Article 

Google Scholar 
2.Green, P. A. et al. Freshwater ecosystem services supporting humans: pivoting from water crisis to water solutions. Global Environ. Chang. 34, 108–118 (2015).Article 

Google Scholar 
3.EEA (European Environment Agency). The European environment — state and outlook 2020. Knowledge for transition to a sustainable Europe (Publications Office of the European Union, Luxembourg, 2019).4.Dudgeon, D. et al. Freshwater biodiversity: importance, threats, status and conservation challenges. Biol. Rev. 81, 163–182 (2006).Article 

Google Scholar 
5.Régnier, C., Fontaine, B. & Bouchet, P. Not knowing, not recording, not listing: numerous unnoticed mollusk extinctions. Conserv. Biol. 23, 1214–1221 (2009).Article 

Google Scholar 
6.Vörösmarty, C. J. et al. Global threats to human water security and river biodiversity. Nature 467, 555–561 (2010).Article 
CAS 

Google Scholar 
7.Burkhead, N. M. Extinction rates in North American freshwater fishes, 1900–2010. BioScience 62, 798–808 (2012).Article 

Google Scholar 
8.Poff, N. L., Olden, J. D. & Strayer, D. L. Climate change and freshwater fauna extinction risk. 309–336. In: Hannah, L. (ed.) Saving a million species (Island Press/Center for Resource Economics, Washington, 2012).9.De Grave, S. et al. Dead shrimp blues: a global assessment of extinction risk in freshwater shrimps (Crustacea: Decapoda: Caridea). PLoS ONE 10, e0120198 (2015).Article 
CAS 

Google Scholar 
10.Böhm, M. et al. The conservation status of the world’s freshwater molluscs. Hydrobiologia (2020) https://doi.org/10.1007/s10750-020-04385-w.11.Albert, J. S. et al. Scientists’ warning to humanity on the freshwater biodiversity crisis. Ambio 50, 85–94 (2021).Article 

Google Scholar 
12.Andermann, T., Faurby, S., Turvey, S. T., Antonelli, A. & Silvestro, D. The past and future human impact on mammalian diversity. Sci. Adv. 6, eabb2313 (2020).Article 

Google Scholar 
13.Dudgeon, D. Freshwater biodiversity: status, threats and conservation (Cambridge University Press, Cambridge, 2020).14.WWF (World Wildlife Fund). Living Planet Report – 2020: Bending the curve of biodiversity loss (WWF, Gland, 2020).15.Döll, P. & Zhang, J. Impact of climate change on freshwater ecosystems: a global-scale analysis of ecologically relevant river flow alterations. Hydrol. Earth Syst. Sci 14, 783–799 (2010).Article 

Google Scholar 
16.Janse, J. H. et al. GLOBIO-Aquatic, a global model of human impact on the biodiversity of inland aquatic ecosystems. Environ. Sci. Policy 48, 99–114 (2015).Article 

Google Scholar 
17.Barnosky, A. D. et al. Has the Earth’s sixth mass extinction already arrived? Nature 471, 51–57 (2011).CAS 
Article 

Google Scholar 
18.Ceballos, G. et al. Accelerated modern human–induced species losses: entering the sixth mass extinction. Sci. Adv. 1, e1400253 (2015).Article 

Google Scholar 
19.Schulte, P. et al. The Chicxulub asteroid impact and mass extinction at the Cretaceous-Paleogene boundary. Science 327, 1214–1218 (2010).CAS 
Article 

Google Scholar 
20.Wang, J.-G., Wu, F.-Y., Tan, X.-C. & Liu, C.-Z. Magmatic evolution of the Western Myanmar Arc documented by U-Pb and Hf isotopes in detrital zircon. Tectonophysics 612–613, 97–105 (2014).Article 
CAS 

Google Scholar 
21.Mills, B. J. W. et al. Modelling the long-term carbon cycle, atmospheric CO2, and Earth surface temperature from late Neoproterozoic to present day. Gondwana Res. 67, 172–186 (2019).CAS 
Article 

Google Scholar 
22.Shukla, P. R. et al. (eds) Climate change and land: an IPCC special report on climate change, desertification, land degradation, sustainable land management, food security, and greenhouse gas fluxes in terrestrial ecosystems (IPCC, Geneva, 2019).23.Sprain, C. J. et al. The eruptive tempo of Deccan volcanism in relation to the Cretaceous-Paleogene boundary. Science 363, 866–870 (2019).CAS 
Article 

Google Scholar 
24.Hull, P. M. et al. On impact and volcanism across the Cretaceous-Paleogene boundary. Science 367, 266–272 (2020).CAS 
Article 

Google Scholar 
25.Robertson, D. S., Lewis, W. M., Sheehan, P. M. & Toon, O. B. K-Pg extinction patterns in marine and freshwater environments: the impact winter model. J. Geophys. Res. Biogeosci. 118, 1006–1014 (2013).Article 

Google Scholar 
26.Balian, E. V., Segers, H., Lévêque, C. & Martens, K. The freshwater animal diversity assessment: an overview of the results. Hydrobiologia 595, 627–637 (2008).Article 

Google Scholar 
27.Darwall, W., Seddon, M., Clausnitzer, V. & Cumberlidge, N. Freshwater invertebrate life. 26–32. In: Collen, B., Böhm, M., Kemp, R. & Baillie, J. E. M. (eds). Spineless: status and trends of the world’s invertebrates (Zoological Society of London, London, 2012).28.Strong, E. E., Gargominy, O., Ponder, W. F. & Bouchet, P. Global diversity of gastropods (Gastropoda; Mollusca) in freshwater. Hydrobiologia 595, 149–166 (2008).Article 

Google Scholar 
29.Neubauer, T. A., Harzhauser, M., Georgopoulou, E., Kroh, A. & Mandic, O. Tectonics, climate, and the rise and demise of continental aquatic species richness hotspots. Proc. Natl. Acad. Sci. USA 112, 11478–11483 (2015).CAS 
Article 

Google Scholar 
30.Cuttelod, A., Seddon, M. & Neubert, E. European red list of non-marine molluscs (Publications Office of the European Union, Luxembourg, 2011).31.Cordellier, M., Pfenninger, A., Streit, B. & Pfenninger, M. Assessing the effects of climate change on the distribution of pulmonate freshwater snail biodiversity. Mar. Biol. 159, 2519–2531 (2012).Article 

Google Scholar 
32.Markovic, D. et al. Europe’s freshwater biodiversity under climate change: distribution shifts and conservation needs. Divers. Distrib. 20, 1097–1107 (2014).Article 

Google Scholar 
33.Georgopoulou, E., Neubauer, T. A., Harzhauser, M., Kroh, A. & Mandic, O. Distribution patterns of European lacustrine gastropods: a result of environmental factors and deglaciation history. Hydrobiologia 775, 69–82 (2016).Article 

Google Scholar 
34.IUCN (International Union for Conservation of Nature). The IUCN red list of threatened species. Version 2020-1. https://www.iucnredlist.org (2020).35.Andermann, T., Faurby, S., Cooke, R., Silvestro, D. & Antonelli, A. iucn_sim: a new program to simulate future extinctions based on IUCN threat status. Ecography 44, 162–176 (2021).Article 

Google Scholar 
36.Neubauer, T. A., Harzhauser, M., Kroh, A., Georgopoulou, E. & Mandic, O. A gastropod-based biogeographic scheme for the European Neogene freshwater systems. Earth-Sci. Rev. 143, 98–116 (2015).Article 

Google Scholar 
37.Sheehan, P. M., Coorough, P. J. & Fastovsky, D. E. Biotic selectivity during the K/T and Late Ordovician extinction events. Geol. Soc. Spec. Pap. 307, 477–489 (1996).
Google Scholar 
38.MacLeod, N. et al. The Cretaceous-Tertiary biotic transition. J. Geol. Soc. 154, 265–292 (1997).Article 

Google Scholar 
39.Vajda, V. & Bercovici, A. The global vegetation pattern across the Cretaceous–Paleogene mass extinction interval: a template for other extinction events. Global Planet. Change 122, 29–49 (2014).Article 

Google Scholar 
40.Silvestro, D., Cascales-Miñana, B., Bacon, C. D. & Antonelli, A. Revisiting the origin and diversification of vascular plants through a comprehensive Bayesian analysis of the fossil record. New Phytol. 207, 425–436 (2015).Article 

Google Scholar 
41.Henderson, J. Fossil non-marine Mollusca of North America. Geol. Soc. Spec. Pap. 3, 1–313 (1935).
Google Scholar 
42.Steffen, W. et al. Trajectories of the Earth System in the Anthropocene. Proc. Natl. Acad. Sci. USA 115, 8252–8259 (2018).CAS 
Article 

Google Scholar 
43.Bown, P. R., Lees, J. A. & Young, J. R. Calcareous nannoplankton evolution and diversity through time. 481–508. In: Thierstein, H. R. & Young, J. R. (eds). Coccolithophores (Springer, Berlin, 2004).44.Alroy, J. et al. Phanerozoic trends in the global diversity of marine invertebrates. Science 321, 97–100 (2008).CAS 
Article 

Google Scholar 
45.Naeem, S., Duffy, J. E. & Zavaleta, E. The functions of biological diversity in an age of extinction. Science 336, 1401–1406 (2012).CAS 
Article 

Google Scholar 
46.Pimm, S. L. et al. The biodiversity of species and their rates of extinction, distribution, and protection. Science 344, 1246752 (2014).CAS 
Article 

Google Scholar 
47.Cowie, R. H., Régnier, C., Fontaine, B. & Bouchet, P. Measuring the sixth extinction: what do mollusks tell us? Nautilus 131, 3–41 (2017).
Google Scholar 
48.Georgopoulou, E. et al. Beginning of a new age: How did freshwater gastropods respond to the Quaternary climate change in Europe? Quat. Sci. Rev. 149, 269–278 (2016).Article 

Google Scholar 
49.Csapó, H. et al. Successful post-glacial colonization of Europe by single lineage of freshwater amphipod from its Pannonian Plio-Pleistocene diversification hotspot. Sci. Rep. 10, 18695 (2020).Article 
CAS 

Google Scholar 
50.Davis, M., Faurby, S. & Svenning, J.-C. Mammal diversity will take millions of years to recover from the current biodiversity crisis. Proc. Natl. Acad. Sci. USA 115, 11262–11267 (2018).CAS 
Article 

Google Scholar 
51.Lowery, C. M. & Fraass, A. J. Morphospace expansion paces taxonomic diversification after end Cretaceous mass extinction. Nat. Ecol. Evol. 3, 900–904 (2019).Article 

Google Scholar 
52.Cardinale, B. J., Palmer, M. A. & Collins, S. L. Species diversity enhances ecosystem functioning through interspecific facilitation. Nature 415, 426–429 (2002).CAS 
Article 

Google Scholar 
53.Thompson, P. L., Rayfield, B. & Gonzalez, A. Loss of habitat and connectivity erodes species diversity, ecosystem functioning, and stability in metacommunity networks. Ecography 40, 98–108 (2017).Article 

Google Scholar 
54.Pimiento, C. et al. Selective extinction against redundant species buffers functional diversity. Proc. R. Soc. B 287, 20201162 (2020).Article 

Google Scholar 
55.Cao, W. et al. Improving global paleogeography since the late Paleozoic using paleobiology. Biogeosciences 14, 5425–5439 (2017).Article 

Google Scholar 
56.Martinson, G. G. Mezozoiskie i Kainozoiskie Molliuski kontinentalnykh otlozhenii Sibirskoi Platformy Zabaikalia i Mongolii. Trudy Baikal’skoy Limnologicheskoy Stantzii Akademii Nauk SSSR 19, 1–332 (1961).
Google Scholar 
57.Pan, H. Mesozoic and Cenozoic fossil Gastropoda from Yunnan. 83-152. In: Nanjing Institute of Geology and Palaeontology (Ed.). Mesozoic Fossils from Yunnan. 2 (Science Press, Beijing, 1977).58.Payne, J. L., Bush, A. M., Heim, N. A., Knope, M. L. & McCauly, D. J. Ecological selectivity of the emerging mass extinction in the oceans. Science 353, 1284–1286 (2016).CAS 
Article 

Google Scholar 
59.Hendricks, J. R., Saupe, E. E., Myers, C. E., Hermsen, E. J. & Allmon, W. D. The generification of the fossil record. Paleobiology 40, 511–528 (2014).Article 

Google Scholar 
60.Silvestro, D., Salamin, N., Antonelli, A. & Meyer, X. Improved estimation of macroevolutionary rates from fossil data using a Bayesian framework. Paleobiology 45, 546–570 (2019).Article 

Google Scholar 
61.Plummer, M. et al. coda: Output analysis and diagnostics for MCMC. R package version 0.19-3. https://cran.r-project.org/web/packages/coda/index.html (2019).62.R Core Team. R: A language and environment for statistical computing. Version 3.6.3. R Foundation for Statistical Computing, Vienna. http://www.R-project.org (2020).63.Chamberlain, S. rredlist: ‘IUCN’ red list client. R package version 0.6.0. http://CRAN.R-project.org/package=rredlist (2020)64.Bandel, K. & Riedel, F. The late Cretaceous gastropod fauna from Ajka (Bakony Mountains, Hungary): a revision. Ann. Naturhist. Mus. Wien Ser. A 96, 1–65 (1994).
Google Scholar  More

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AyukeHealth & Biosecurity, CSIRO, PO Box 1700, Canberra, AustraliaGeoff H. BakerDepartment of Animal Science, Santa Catarina State University, Chapecó, SC, 89815-630, BrazilDilmar BarettaExperimental Infrastructure Platform (EIP), Leibniz Centre for Agricultural Landscape Research, Eberswalder Str. 84, Müncheberg, GermanyDietmar Barkusky & Monika JoschkoDépartment de biologie, Université de Sherbrooke, Sherbrooke, Québec, CanadaRobin Beauséjour & Robert L. BradleyGeology Department, FCEFQyN, ICBIA-CONICET (National Scientific and Technical Research Council), National University of Rio Cuarto, Ruta 36 Km, 601, Río Cuarto, ArgentinaJose C. Bedano & Anahí DomínguezDepartment of Ecology, Brandenburg University of Technology, Konrad-Wachsmann-Allee 6, Cottbus, GermanyKlaus BirkhoferEco&Sols, Univ Montpellier, IRD, INRAE, CIRAD, Institut Agro, Montpellier, FranceEric Blanchart & Michel BrossardNatural Resources, Cornell University, Ithaca, NY, USABernd BlosseyEarth Institute, University College Dublin, Belfield, Dublin, 4, IrelandThomas BolgerSchool of Biology and Environmental Science, University College Dublin, Belfield, Dublin, IrelandThomas BolgerDepartment of Entomology, Cornell University, 3132, Comstock Hall, Ithaca, NY, USAJames C. BurtisEMMAH, UMR 1114, INRA, Site Agroparc, Avignon, FranceYvan CapowiezThe School of Agriculture, Food and Wine, The Waite Research Institute, The University of Adelaide, PMB 1, Glen Osmond, AustraliaTimothy R. CavagnaroFaculty of Forestry, University of Toronto, 33 Willcocks Street, Toronto, CanadaAmy Choi & Sandy M. SmithLaboratoire Écologie et Biologie des Interactions, équipe EES, UMR CNRS 7267, Université de Poitiers, 5 rue Albert Turpain, Poitiers, FranceJulia ClauseUMR ECOBIO (Ecosystems, Biodiversity, Evolution) CNRS-Université de Rennes, Station Biologique, 35380, Paimpont, FranceDaniel Cluzeau & Guénola PérèsECT Oekotoxikologie GmbH, Boettgerstr. 2-14, Floersheim, GermanyAnja CoorsInstitute of Biological, Environmental and Rural Sciences, Aberystwyth Universtiy, Plas Gogerddan, Aberystwyth, SY24 3EE, United KingdomFelicity V. CrottySchool for Agriculture, Food and the Environment, Royal Agricultural University, Stroud Road, Cirencester, GL7 6JS, United KingdomFelicity V. CrottyOdum School of Ecology, University of Georgia, 140 E Green Street, Athens, USAJasmine M. CrumseyDepartment of Biological Sciencies, SUNY Cortland, 1215 Bowers Hall, Cortland, USAAndrea DávalosBiodiversity, Ecology and Evolution, Faculty of Biology, University Complutense of Madrid, José Antonio Novais, 12, Madrid, SpainDarío J. Díaz Cosín, Mónica Gutiérrez López, Juan B. Jesús, Marta Novo & Dolores TrigoYale School of the Environment, Yale University, 370 Prospect St, New Haven, CT, USAAnnise M. DobsonDepartamento de Ciencias Básicas, Universidad Nacional de Luján, Argentina – INEDES (Universidad Nacional de Luján – CONICET), Luján, ArgentinaAndrés Esteban DuhourLouis Bolk Institute, Kosterijland 3-5, Bunnik, The NetherlandsNick van EekerenDepartment of Soil Science, University of Trier, Campus II, Behringstraße 21, Trier, GermanyChristoph EmmerlingDepartamento de Ciencias Básicas, Instituto de Ecología y Desarrollo Sustentable, Universidad Nacional de Luján, Av. Constitución y Ruta 5, Luján, ArgentinaLiliana B. FalcoAnimal Biodiversity and Evolution, Institute of Evolutionary Biology, Passeig Marítim de la Barceloneta 37, Barcelona, SpainRosa FernándezDepartment of Soil and Crop Sciences, Colorado State University, 1170 Campus Delivery, Fort Collins, CO, USASteven J. Fonte & Tunsisa T. HurissoBiodiversity and Systematic Network, Institute of Ecology A.C., El Haya, Xalapa, Veracruz, 91070, MexicoCarlos FragosoDepartment of Biology, Colorado State University, 200 West Lake Street, Fort Collins, CO, USAAndré L. C. FrancoDepartment of Biological Sciences and Environmental Studies, University of the Philippines Mindanao, Tugbok District, Davao, PhilippinesAbegail FusileroLaboratory of Environmental Toxicology and Aquatic Ecology, Environmental Toxicology Unit – GhEnToxLab, Ghent University, Campus Coupure, Coupure Links 653, Ghent, BelgiumAbegail FusileroCenter for Forest Ecology and Productivity RAS, Profsoyuznaya st. 84/32 bldg. 14, Moscow, RussiaAnna P. GeraskinaRazi University, Kermanshah, IranShaieste Gholami & Ehsan SayadUnited States Department of Agriculture, Forest Service, International Institute of Tropical Forestry, 1201 Ceiba Street, San Juan, Puerto RicoGrizelle GonzálezDepartment of Forest Ecology and Management, Swedish University of Agricultural Sciences, Skogsmarksgrand 17, 901 83, Umeå, SwedenMichael J. GundaleDepartment of Biology, University of Osijek, Cara Hadrijana 8 A, Osijek, CroatiaBranimir K. Hackenberger & Davorka K. HackenbergerAgriculture engineering, Agroecology Postgraduate Program, Maranhão State University, Avenida Lourenço Vieira da Silva 1000, São Luis, BrazilLuis M. Hernández & Guillaume X. RousseauDepartment of Jobs, Precincts and Regions, Agriculture Victoria, Chiltern Valley Road, Rutherglen, AustraliaJeff R. HirthFaculty of Agriculture, Kyushu University, 394 Tsubakuro, Sasaguri, Fukuoka, 811-2415, JapanTakuo HishiMinnesota Pollution Control Agency, 520 Lafayette Road, St Paul, MN, USAAndrew R. HoldsworthDepartment of Bioscience, Aarhus University, Vejlsøvej 25, Aarhus, DenmarkMartin HolmstrupDepartment of Biological Science, Northern Kentucky University, 1 Nunn Drive, Highland Heights, KY, USAKristine N. HopfenspergerAgricultura Sociedad y Ambiente, El Colegio de la Frontera Sur, Av. Polígono s/n Cd. Industrial Lerma, Campeche, Campeche, MexicoEsperanza Huerta LwangaSoil Physics and Land Management Group, Wageningen University & Research, Droevendaalsteeg 4, Wageningen, The NetherlandsEsperanza Huerta Lwanga & Loes van SchaikDept. of Biological and Environmental Sciences, University of Jyväskylä, Box 35, Jyväskylä, FinlandVeikko HuhtaCollege of Agriculture, Environmental and Human Sciences, Lincoln University of Missouri, Jefferson City, MO, 65101, USATunsisa T. HurissoSchool of Forest Resources and Conservation, University of Florida, Gainesville, USABasil V. Iannone IIISustainable Development and Environmental Engineering, University of Agricultural Sciences and Veterinary Medicine of Banat “King Michael the 1st of Romania” from Timisoara, Calea Aradului 119, Timisoara, RomaniaMadalina IordacheInstitute for Ecosystem Research, University of Kiel, Olshausenstrasse 40, 24098, Kiel, GermanyUlrich IrmlerTartu College, Tallinn University of Technology, Puiestee 78, Tartu, EstoniaMari IvaskDepartment of Soil and Water Systems, University of Idaho, 875 Perimeter Drive MS, 2340, Moscow, USAJodi L. Johnson-MaynardFaculty of Food and Agricultural Sciences, Fukushima University, Kanayagawa 1, Fukushima, JapanNobuhiro KanekoDepartment of Environment, Faculty of Natural Sciences, Matej Bel University, Tajovského 40, Banská Bystrica, SlovakiaRadoslava KanianskaUK Centre for Ecology & Hydrology, Library Avenue, Bailrigg, Lancaster, United KingdomAidan M. KeithLand Use and Governance, Leibniz Centre for Agricultural Landscape Research, Eberswalder Str. 84, Müncheberg, GermanyMaria L. KerneckerUFR Sciences de la Nature, UR Gestion Durable des Sols, Université Nangui Abrogoua, Abidjan, Côte d’IvoireArmand W. KonéFaculty of Natural Resources and Marine Sciences, Tarbiat Modares University, 46417-76489, Noor, Mazandaran, IranYahya KoochProduction Systems, Natural Resources Institute Finland, Survontie 9 A, Jyväskylä, FinlandSanna T. KukkonenDepartment of Zoology, Pachhunga University College, Aizawl, Mizoram, IndiaH. LalthanzaraSkolkovo Institute of Science and Technology, 30-1 Bolshoy Boulevard, Moscow, 121205, RussiaIurii M. LebedevSAS, INRAE, Institut Agro, 35042, Rennes, FranceEdith Le CadreTropical Plant and Soil Sciences, College of Tropical Agriculture and Human Resources, University of Hawai’i at Manoa, 3190 Maile Way, St. John 102, Honolulu, USANoa K. LincolnEcologia Aplicada, Instituto de Zoologia y Ecologia Tropical, Universidad Central de Venezuela, Los Chaguaramos, Ciudad Universitaria, Caracas, VenezuelaDanilo López-HernándezDepartment of Natural Resource Ecology and Management, Oklahoma State University, 008C, Ag Hall, Stillwater, USAScott R. Loss & Shishir PaudelUPR Systèmes de Pérennes, CIRAD, Univ Montpellier, TA B-34/02 Avenue Agropolis, Montpellier, FranceRaphael MarichalDepartment of Forest Ecology, Faculty of Forestry and Wood Technology, Czech University of Life Sciences Prague, Kamýcká 129, Prague, Czech RepublicRadim MatulaTochigi Prefectural Museum, 2-2 Mutsumi-cho, Utsunomiya, JapanYukio MinamiyaThuenen-Institute of Biodiversity, Bundesallee 65, Braunschweig, GermanyJan Hendrik MoosThuenen-Institute of Organic Farming, Trenthorst 32, Westerau, GermanyJan Hendrik MoosPlant Biology, Ecology and Earth Science, INDEHESA, University of Extremadura, Plasencia, SpainGerardo MorenoConservación de la Biodiversidad, El Colegio de la Frontera Sur, Av. Rancho, poligono 2 A, Cd. Industrial de Lerma, Campeche, MexicoAlejandro Morón-RíosDepartment of Environmental Systems Science, Faculty of Science and Engineering, Doshisha University, Kyoto, 602-8580, JapanHasegawa MotohiroDepartment of Earth & Environmental Sciences, Division of Forest, Nature and Landscape, KU Leuven, Celestijnenlaan 200E Box, 2411, Leuven, BelgiumBart MuysResearch Institute for Nature and Forest, Gaverstraat 35, 9500, Geraardsbergen, BelgiumJohan NeirynckSchool of Agricultural, Forest and Food Sciences, Bern University of Applied Sciences, Länggasse 85, Zollikofen, SwitzerlandLindsey NorgroveSoil Ecosystems, Natural Resources Institute Finland (Luke), Tietotie 4, Jokioinen, FinlandVisa NuutinenNatural Area Consultants, 1 West Hill School Road, Richford, NY, USAVictoria NuzzoDepartment of Zoology, PSMO College, Tirurangadi, Malappuram, Kerala, India, Malappuram, IndiaP. Mujeeb RahmanCSIRO Ocean and Atmosphere, CSIRO, New Illawarra Road, Lucas Heights, NSW, AustraliaJohan PansuUMR7144 Adaptation et Diversité en Milieu Marin, Station Biologique de Roscoff, CNRS/Sorbonne Université, Place Georges Teissier, Roscoff, FranceJohan PansuPhipps Conservatory and Botanical Gardens, Pittsburgh, PA, 15213, USAShishir PaudelUMR SAS, INRAE, Institut Agro Agrocampus Ouest, 35000, Rennes, FranceGuénola PérèsForest Ecology and Restoration Group, Department of Life Sciences, University of Alcalá, 28805, Alcalá De Henares, SpainLorenzo Pérez-Camacho & Salvador RebolloAdaptations du Vivant, CNRS UMR 7179, Muséum National d’Histoire Naturelle, 4 Avenue du Petit Château, Brunoy, FranceJean-François PongeDepartment of Ecology and Ecosystem Management, Technical University of Munich, Emil-Ramann-Str. 2, 85354, Freising, GermanyJörg PrietzelTembotov Institute of Ecology of Mountain Territories, Russian Academy of Sciences, I. Armand, 37a, Nalchik, RussiaIrina B. RapoportCenter of Excellence in Environmental Studies, King Abdulaziz University, P.O Box 80216, Jeddah, 21589, Saudi ArabiaMuhammad Imtiaz RashidGlobal Change Ecology and Evolution Research Group (GloCEE), Department of Life Sciences, University of Alcalá, 28805, Alcalá De Henares, SpainMiguel Á. RodríguezDepartment of Forest Resources, University of Minnesota, 1530, Cleveland Ave. N, St. Paul, USAAlexander M. RothFriends of the Mississippi River, 101 E 5th St. Suite 2000, St Paul, USAAlexander M. RothBiology, Biodiversity and Conservation Postgraduate Program, Federal University of Maranhão, Avenida dos Portugueses 1966, São Luis, BrazilGuillaume X. RousseauInstitute of Environmental Sciences, Jagiellonian University, Gronostajowa 7, Kraków, PolandAnna RozenCollege of Natural Resources, University of Wisconsin, Stevens Point, WI, 54481, USABryant ScharenbrochThe Morton Arboretum, 4100 Illinois Route 53, Lisle, IL, 60532, USABryant ScharenbrochDepartment Engineering for Crop Production, Leibniz Institute for Agricultural Engineering and Bioeconomy (ATB), Max-Eyth-Allee 100, Potsdam, GermanyMichael SchirrmannSchool of Agriculture and Food Science, University College Dublin, Agriculture and Food Science Centre, Dublin, IrelandOlaf SchmidtUCD Earth Institute, University College Dublin, Dublin, IrelandOlaf SchmidtLandscape Ecology and Environmental Systems Analysis, Institute of Geoecology, Technische Universität Braunschweig, Langer Kamp 19c, Braunschweig, GermanyBoris SchröderDepartment of Ecology, University of Innsbruck, Technikerstrasse 25, Innsbruck, AustriaJulia SeeberInstitute for Alpine Environment, Eurac Research, Viale Druso 1, Bozen/Bolzano, ItalyJulia Seeber & Michael SteinwandterLaboratory of Ecosystem Modelling, Institute of Physicochemical and Biological Problems in Soil Science of the Russian Academy of Sciences, Institutskaya str., 2, Pushchino, RussiaMaxim P. ShashkovLaboratory of Computational Ecology, Institute of Mathematical Problems of Biology RAS – the Branch of Keldysh Institute of Applied Mathematics of the Russian Academy of Sciences, Vitkevicha str., 1, Pushchino, RussiaMaxim P. ShashkovDepartment of Zoology, Khalsa College Amritsar, Amritsar, Punjab, IndiaJaswinder SinghDepartment of Earth and Planetary Sciences, Johns Hopkins University, 3400 N. Charles Street, Baltimore, USAKatalin SzlaveczDepartment of animal biology, edaphology and geology, Faculty of Sciences (Biology), University of La Laguna, La Laguna, Santa Cruz De Tenerife, SpainJosé Antonio TalaveraForest Science, Kochi University, Monobe Otsu 200, Nankoku, JapanJiro TsukamotoJuárez Autonomous University of Tabasco, Nanotechnology Engineering, Multidisciplinary Academic Division of Jalpa de Méndez, Carr. Estatal libre Villahermosa-Comalcalco, Km 27 S/N, C.P. 86205 Jalpa de Méndez, Tabasco, MexicoSheila Uribe-LópezUnit Food & Agriculture, WWF-Netherlands, Driebergseweg 10, Zeist, The NetherlandsAnne W. de ValençaDpto. Ciencias, IS-FOOD, Universidad Pública de Navarra, Edificio Olivos – Campus Arrosadia, Pamplona, SpainIñigo VirtoDepartment of Soil, Water and Climate, University of Minnesota, 1991 Upper Buford Circle, St Paul, USAAdrian A. WackettEarth Innovation Institute, 98 Battery Street Suite 250, San Francisco, USAMatthew W. WarrenUniversity of California Davis, 1 Shields Avenue, Davis, USAEmily R. WebsterNatural Resources & Environmental Management, University of Hawaii at Manoa, 1910 East West Rd, Honolulu, USANathaniel H. WehrNatural Resource Sciences, McGill University, 21111 Lakeshore Road, Ste-Anne-de-Bellevue, CanadaJoann K. WhalenThe Nature Conservancy, 4245 Fairfax Drive, Arlington, USAMichael B. WironenAnimal Ecology, Justus Liebig University, Heinrich-Buff-Ring 26, Giessen, GermanyVolkmar WoltersInstitute of Qinghai-Tibetan Plateau, Southwest Minzu University, Chengdu, ChinaPengfei WuLaboratory of terrestrial ecosystems, Federal Research Centre “Kola Science Centre of the Russian Academy of Sciences”, Institute of North Industrial Ecology Problems (INEP KSC RAS), Akademgorodok, 14a, Apatity, Murmansk, Province, RussiaIrina V. ZenkovaKey Laboratory of Geospatial Technology for the Middle and Lower Yellow River Regions (Henan University), Ministry of Education, College of Environment and Planning, Henan University, Kaifeng, ChinaWeixin ZhangFaculty of Biological and Environmental Sciences, Post Office Box 65, FI 00014, University of Helsinki, Helsinki, FinlandErin K. CameronThe sWorm workshops were organised by N.E., E.K.C. and H.R.P.P., with funding acquired by N.E., E.K.C. and M.P.T. Data collation and formatting was led by H.R.P.P., with assistance from J.K., M.J.I.B., G.B., K.B.G. and B.S. Harmonisation of earthworm species names was completed by G.B., M.J.I.B., M.L.C.B. and P.L. Advice and feedback on data collation protocols was provided by E.M.B., M.J.I.B., G.B., O.F., C.A.G., B.K.R., A.O., D.R., and D.H.W. Writing of the manuscript was led by H.R.P.P. All authors provided input and comments on the manuscript. The majority of authors provided data to the database. More

RESEARCH SUMMARY

21 May 2021

Balancing carbon storage under elevated CO2

A global synthesis of experiments reveals that increases in plant biomass under conditions of elevated CO2 mean that plants need to mine the soil for nutrients, which decreases soil’s ability to store carbon. In forests, elevated CO2 generally seems to greatly increase plant biomass, but not soil carbon. In grasslands, by contrast, it causes small changes in biomass and large increases in soil carbon.

César Terrer

 ORCID: http://orcid.org/0000-0002-5479-3486

0

César Terrer

Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA; and the Department of Earth System Science, Stanford University, Stanford, CA, USA.

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This is a summary of Terrer, C. et al. A trade-off between plant and soil carbon storage under elevated CO2. Nature https://doi.org/10.1038/s41586-021-03306-8 (2021).

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doi: https://doi.org/10.1038/d41586-021-01117-5

References1.van Groenigen, K. J., Qi, X., Osenberg, C. W., Luo, Y. & Hungate, B. A. Science 344, 508–509 (2014PubMedArticle
Google Scholar2.Jastrow, J. D. et al. Glob. Change Biol. 11, 2057–2064 (2005).Article
Google Scholar3.Parton, W. J., Schimel, D. S., Cole, C. V. & Ojima, D. S. Soil Sci. Soc. Am. J. 51, 1173–1179 (1987).Article
Google Scholar4.Todd-Brown, K. E. O. et al. Biogeoscience 11, 2341–2356 (2014).Article
Google Scholar5.Terrer, C., Vicca, S., Hungate, B. A., Phillips, R. P. & Prentice, I. C. Science 353, 72–74 (2016).PubMedArticle
Google ScholarDownload references

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