The influence of aboveground and belowground species composition on spatial turnover in nutrient pools in alpine grasslands
dc.contributor.author | Jing, Xin | |
dc.contributor.author | Prager, Case M. | |
dc.contributor.author | Chen, Litong | |
dc.contributor.author | Chu, Haiyan | |
dc.contributor.author | Gotelli, Nicholas J. | |
dc.contributor.author | He, Jin-Sheng | |
dc.contributor.author | Shi, Yu | |
dc.contributor.author | Yang, Teng | |
dc.contributor.author | Zhu, Biao | |
dc.contributor.author | Classen, Aimée T. | |
dc.contributor.author | Sanders, Nathan J. | |
dc.date.accessioned | 2022-02-07T20:22:29Z | |
dc.date.available | 2023-04-07 15:22:24 | en |
dc.date.available | 2022-02-07T20:22:29Z | |
dc.date.issued | 2022-03 | |
dc.identifier.citation | Jing, Xin; Prager, Case M.; Chen, Litong; Chu, Haiyan; Gotelli, Nicholas J.; He, Jin-Sheng ; Shi, Yu; Yang, Teng; Zhu, Biao; Classen, Aimée T. ; Sanders, Nathan J. (2022). "The influence of aboveground and belowground species composition on spatial turnover in nutrient pools in alpine grasslands." Global Ecology and Biogeography (3): 486-500. | |
dc.identifier.issn | 1466-822X | |
dc.identifier.issn | 1466-8238 | |
dc.identifier.uri | https://hdl.handle.net/2027.42/171529 | |
dc.description.abstract | AimAn important research question in ecology is how climate and the biodiversity of aboveground plants and belowground microbiomes affect ecosystem functions such as nutrient pools. However, little is studied on the concurrent role of above- and belowground species composition in shaping the spatial distribution patterns of ecosystem functions across environmental gradients. Here, we investigated the relationships between the taxonomic composition of plants, soil bacteria and soil fungi and spatial turnover in nutrient pools, and assessed how species composition- nutrient pool relationships were mediated by contemporary climatic conditions.LocationQinghai- Tibetan Plateau.Time periodCurrent.Major taxa studiedPlants, soil bacteria and soil fungi.MethodsWe surveyed plant assemblages, sampled the taxonomic composition of soil bacteria and soil fungi, and measured plant- and soil- mediated nutrient pools at 60 alpine grasslands on the Qinghai- Tibetan Plateau. Using Mantel tests, structural equation models and general linear models, we investigated the relative importance of the taxonomic composition of plant, soil bacterial, and soil fungal communities on the spatial turnover of alpine grassland nutrient pools.ResultsWe found that the taxonomic composition of plant, soil bacterial, and soil fungal communities was associated with local climate. However, the effects of local climate on the spatial turnover of plant- and soil- mediated nutrient pools were mainly indirect and mediated through plant and soil bacterial species composition, but not through soil fungal species composition. We further found that the replacement component of soil bacterial β- diversity and the richness difference of plant β- diversity were the direct predictors of nutrient pools in the alpine grasslands.Main conclusionsThese results highlight that belowground bacterial composition together with aboveground plant species composition are related to spatial turnover in nutrient pools, perhaps even driving it. Conserving above- and belowground biodiversity may therefore safeguard against the impacts of local climate on the functions of climate- sensitive alpine grasslands. | |
dc.publisher | Wiley Periodicals, Inc. | |
dc.publisher | Elsevier | |
dc.subject.other | climate change | |
dc.subject.other | dispersal limitation | |
dc.subject.other | ecosystem functions | |
dc.subject.other | environmental selection | |
dc.subject.other | naturally assembled communities | |
dc.subject.other | aboveground- belowground linkages | |
dc.subject.other | spatial turnover | |
dc.subject.other | beta diversity | |
dc.title | The influence of aboveground and belowground species composition on spatial turnover in nutrient pools in alpine grasslands | |
dc.type | Article | |
dc.rights.robots | IndexNoFollow | |
dc.subject.hlbsecondlevel | Geology and Earth Sciences | |
dc.subject.hlbsecondlevel | Ecology and Evolutionary Biology | |
dc.subject.hlbtoplevel | Science | |
dc.description.peerreviewed | Peer Reviewed | |
dc.description.bitstreamurl | http://deepblue.lib.umich.edu/bitstream/2027.42/171529/1/geb13442_am.pdf | |
dc.description.bitstreamurl | http://deepblue.lib.umich.edu/bitstream/2027.42/171529/2/geb13442-sup-0002-FigS2.pdf | |
dc.description.bitstreamurl | http://deepblue.lib.umich.edu/bitstream/2027.42/171529/3/geb13442-sup-0003-FigS3.pdf | |
dc.description.bitstreamurl | http://deepblue.lib.umich.edu/bitstream/2027.42/171529/4/geb13442-sup-0001-FigS1.pdf | |
dc.description.bitstreamurl | http://deepblue.lib.umich.edu/bitstream/2027.42/171529/5/geb13442.pdf | |
dc.description.bitstreamurl | http://deepblue.lib.umich.edu/bitstream/2027.42/171529/6/geb13442-sup-0004-FigS4.pdf | |
dc.identifier.doi | 10.1111/geb.13442 | |
dc.identifier.source | Global Ecology and Biogeography | |
dc.identifier.citedreference | Ramirez, K. S., Knight, C. G., de Hollander, M., Brearley, F. Q., Constantinides, B., Cotton, A., Creer, S. I., Crowther, T. W., Davison, J., Delgado- Baquerizo, M., Dorrepaal, E., Elliott, D. R., Fox, G., Griffiths, R. I., Hale, C., Hartman, K., Houlden, A., Jones, D. L., Krab, E. J., - ¦ de Vries, F. T. ( 2018 ). Detecting macroecological patterns in bacterial communities across independent studies of global soils. Nature Microbiology, 3 ( 2 ), 189 - 196. https://doi.org/10.1038/s41564- 017- 0062- x | |
dc.identifier.citedreference | Myers, J. A., Chase, J. M., Jimenez, I., Jorgensen, P. M., Araujo- Murakami, A., Paniagua- Zambrana, N., & Seidel, R. ( 2013 ). Beta- diversity in temperate and tropical forests reflects dissimilar mechanisms of community assembly. Ecology Letters, 16 ( 2 ), 151 - 157. https://doi.org/10.1111/ele.12021 | |
dc.identifier.citedreference | Naeem, S., Thompson, L. J., Lawler, S. P., Lawton, J. H., & Woodfin, R. M. ( 1994 ). Declining biodiversity can alter the performance of ecosystems. Nature, 368, 734 - 737. https://doi.org/10.1038/368734a0 | |
dc.identifier.citedreference | Nottingham, A. T., Fierer, N., Turner, B. L., Whitaker, J., Ostle, N. J., McNamara, N. P., Bardgett, R. D., Leff, J. W., Salinas, N., Silman, M. R., Kruuk, L. E. B., & Meir, P. ( 2018 ). Microbes follow Humboldt: Temperature drives plant and soil microbial diversity patterns from the Amazon to the Andes. Ecology, 99 ( 11 ), 2455 - 2466. https://doi.org/10.1002/ecy.2482 | |
dc.identifier.citedreference | Pasari, J. R., Levi, T., Zavaleta, E. S., & Tilman, D. ( 2013 ). Several scales of biodiversity affect ecosystem multifunctionality. Proceedings of the National Academy of Sciences USA, 100, 10219 - 10222. https://doi.org/10.1073/pnas.1220333110 | |
dc.identifier.citedreference | Peay, K. G., Dickie, I. A., Wardle, D. A., Bellingham, P. J., & Fukami, T. ( 2013 ). Rat invasion of islands alters fungal community structure, but not wood decomposition rates. Oikos, 122 ( 2 ), 258 - 264. https://doi.org/10.1111/j.1600- 0706.2012.20813.x | |
dc.identifier.citedreference | Peay, K. G., Kennedy, P. G., & Talbot, J. M. ( 2016 ). Dimensions of biodiversity in the Earth mycobiome. Nature Reviews Microbiology, 14 ( 7 ), 434 - 447. https://doi.org/10.1038/nrmicro.2016.59 | |
dc.identifier.citedreference | Peters, M. K., Hemp, A., Appelhans, T., Becker, J. N., Behler, C., Classen, A., Detsch, F., Ensslin, A., Ferger, S. W., Frederiksen, S. B., Gebert, F., Gerschlauer, F., Gütlein, A., Helbig- Bonitz, M., Hemp, C., Kindeketa, W. J., Kühnel, A., Mayr, A. V., Mwangomo, E., - ¦ Steffan- Dewenter, I. ( 2019 ). Climate- land- use interactions shape tropical mountain biodiversity and ecosystem functions. Nature, 568 ( 7750 ), 88 - 92. https://doi.org/10.1038/s41586- 019- 1048- z | |
dc.identifier.citedreference | Podani, J., & Schmera, D. ( 2011 ). A new conceptual and methodological framework for exploring and explaining pattern in presence- absence data. Oikos, 120 ( 11 ), 1625 - 1638. https://doi.org/10.1111/j.1600- 0706.2011.19451.x | |
dc.identifier.citedreference | Prober, S. M., Leff, J. W., Bates, S. T., Borer, E. T., Firn, J., Harpole, W. S., Lind, E. M., Seabloom, E. W., Adler, P. B., Bakker, J. D., Cleland, E. E., DeCrappeo, N. M., DeLorenze, E., Hagenah, N., Hautier, Y., Hofmockel, K. S., Kirkman, K. P., Knops, J. M. H., La Pierre, K. J., - ¦ Fierer, N. ( 2015 ). Plant diversity predicts beta but not alpha diversity of soil microbes across grasslands worldwide. Ecology Letters, 18 ( 1 ), 85 - 95. https://doi.org/10.1111/ele.12381 | |
dc.identifier.citedreference | R Development Core Team. ( 2019 ). R: A language and environment for statistical computing. R Foundation for Statistical Computing. https://www.R- project.org/ | |
dc.identifier.citedreference | Rosseel, Y. ( 2012 ). lavaan: An R package for structural equation modeling. Journal of Statistical Software, 48 ( 2 ), 1 - 36. https://doi.org/10.18637/jss.v048.i02 | |
dc.identifier.citedreference | Rousk, J., Bååth, E., Brookes, P. C., Lauber, C. L., Lozupone, C., Caporaso, J. G., Knight, R., & Fierer, N. ( 2010 ). Soil bacterial and fungal communities across a pH gradient in an arable soil. The ISME Journal, 4 ( 10 ), 1340 - 1351. https://doi.org/10.1038/ismej.2010.58 | |
dc.identifier.citedreference | Scherber, C., Eisenhauer, N., Weisser, W. W., Schmid, B., Voigt, W., Fischer, M., Schulze, E.- D., Roscher, C., Weigelt, A., Allan, E., Beà ler, H., Bonkowski, M., Buchmann, N., Buscot, F., Clement, L. W., Ebeling, A., Engels, C., Halle, S., Kertscher, I., - ¦ Tscharntke, T. ( 2010 ). Bottom- up effects of plant diversity on multitrophic interactions in a biodiversity experiment. Nature, 468 ( 7323 ), 553 - 556. https://doi.org/10.1038/nature09492 | |
dc.identifier.citedreference | Schmid, B., Balvanera, P., Cardinale, B. J., Godbold, J., Pfisterer, A. B., Raffaelli, D., Solan, M., & Srivastava, D. S. ( 2009 ). Consequences of species loss for ecosystem functioning: Meta- analyses of data from biodiversity experiments. In S. Naeem, D. E. Bunker, A. Hector, M. Loreau, & C. Perrings (Eds.), Biodiversity, ecosystem functioning, and human wellbeing: An ecological and economic perspective (pp. 14 - 29 ). Oxford University Press. | |
dc.identifier.citedreference | Shade, A., Dunn, R. R., Blowes, S. A., Keil, P., Bohannan, B. J. M., Herrmann, M., Küsel, K., Lennon, J. T., Sanders, N. J., Storch, D., & Chase, J. ( 2018 ). Macroecology to unite all life, large and small. Trends in Ecology and Evolution, 33 ( 10 ), 731 - 744. https://doi.org/10.1016/j.tree.2018.08.005 | |
dc.identifier.citedreference | Shi, Y., Wang, Y., Ma, Y., Ma, W., Liang, C., Flynn, D. F. B., Schmid, B., Fang, J., & He, J.- S. ( 2013 ). Field- based observations of regional- scale, temporal variation in net primary production in Tibetan alpine grasslands. Biogeosciences, 10, 16843 - 16878. https://doi.org/10.5194/bg- 11- 2003- 2014 | |
dc.identifier.citedreference | Shi, X. Z., Yu, D. S., Warner, E. D., Sun, W. X., Petersen, G. W., Gong, Z. T., & Lin, H. ( 2006 ). Cross- reference system for translating between genetic soil classification of China and soil taxonomy. Soil Science Society of America Journal, 70 ( 1 ), 78 - 83. https://doi.org/10.2136/sssaj2004.0318 | |
dc.identifier.citedreference | Soliveres, S., van der Plas, F., Manning, P., Prati, D., Gossner, M. M., Renner, S. C., Alt, F., Arndt, H., Baumgartner, V., Binkenstein, J., Birkhofer, K., Blaser, S., Blüthgen, N., Boch, S., Böhm, S., Börschig, C., Buscot, F., Diekötter, T., Heinze, J., - ¦ Allan, E. ( 2016 ). Biodiversity at multiple trophic levels is needed for ecosystem multifunctionality. Nature, 536 ( 7617 ), 456 - 459. https://doi.org/10.1038/nature19092 | |
dc.identifier.citedreference | Talbot, J. M., Bruns, T. D., Taylor, J. W., Smith, D. P., Branco, S., Glassman, S. I., Erlandson, S., Vilgalys, R., Liao, H.- L., Smith, M. E., & Peay, K. G. ( 2014 ). Endemism and functional convergence across the North American soil mycobiome. Proceedings of the National Academy of Sciences USA, 111 ( 17 ), 6341 - 6346. https://doi.org/10.1073/pnas.1402584111 | |
dc.identifier.citedreference | Thompson, P. L., Kéfi, S., Zelnik, Y. R., Dee, L. E., Wang, S., de Mazancourt, C., Loreau, M., & Gonzalez, A. ( 2021 ). Scaling up biodiversity- ecosystem functioning relationships: The role of environmental heterogeneity in space and time. Proceedings of the Royal Society B: Biological Sciences, 288 ( 1946 ), 20202779. https://doi.org/10.1098/rspb.2020.2779 | |
dc.identifier.citedreference | Tilman, D., Isbell, F., & Cowles, J. M. ( 2014 ). Biodiversity and ecosystem functioning. Annual Review of Ecology, Evolution, and Systematics, 45 ( 1 ), 471 - 493. https://doi.org/10.1146/annurev- ecolsys- 120213- 091917 | |
dc.identifier.citedreference | Trivedi, P., Leach, J. E., Tringe, S. G., Sa, T., & Singh, B. K. ( 2020 ). Plant- microbiome interactions: From community assembly to plant health. Nature Reviews Microbiology, 18 ( 11 ), 607 - 621. https://doi.org/10.1038/s41579- 020- 0412- 1 | |
dc.identifier.citedreference | Tuomisto, H., & Ruokolainen, K. ( 2006 ). Analyzing or explaining beta diversity? Understanding the targets of different methods of analysis. Ecology, 87 ( 11 ), 2697 - 2708. | |
dc.identifier.citedreference | van der Heijden, M. G. A., Bardgett, R. D., & van Straalen, N. M. ( 2008 ). The unseen majority: Soil microbes as drivers of plant diversity and productivity in terrestrial ecosystems. Ecology Letters, 11, 296 - 310. https://doi.org/10.1111/j.1461- 0248.2007.01139.x | |
dc.identifier.citedreference | van der Plas, F. ( 2019 ). Biodiversity and ecosystem functioning in naturally assembled communities. Biological Reviews of the Cambridge Philosophical Society, 94 ( 4 ), 1220 - 1245. https://doi.org/10.1111/brv.12499 | |
dc.identifier.citedreference | Wang, Y., Liu, H., Chung, H., Yu, L., Mi, Z., Geng, Y., Jing, X., Wang, S., Zeng, H., Cao, G., Zhao, X., & He, J.- S. ( 2014 ). Non- growing- season soil respiration is controlled by freezing and thawing processes in the summer monsoon- dominated Tibetan alpine grassland. Global Biogeochemical Cycles, 28 ( 10 ), 1081 - 1095. https://doi.org/10.1002/2013gb004760 | |
dc.identifier.citedreference | Wardle, D. A. ( 2016 ). Do experiments exploring plant diversity- ecosystem functioning relationships inform how biodiversity loss impacts natural ecosystems? Journal of Vegetation Science, 27 ( 3 ), 646 - 653. https://doi.org/10.1111/jvs.12399 | |
dc.identifier.citedreference | Wheeler, B., Torchiano, M., & Torchiano, M. M. ( 2016 ). lmPerm: Permutation tests for linear models. R package version 2.1.0. https://CRAN.R- project.org/package=lmPerm | |
dc.identifier.citedreference | Whittaker, R. H. ( 1972 ). Evolution and measurement of species diversity. Taxon, 21 ( 2- 3 ), 213 - 251. https://doi.org/10.2307/1218190 | |
dc.identifier.citedreference | Winfree, R., Reilly, J. R., Bartomeus, I., Cariveau, D. P., Williams, N. M., & Gibbs, J. ( 2018 ). Species turnover promotes the importance of bee diversity for crop pollination at regional scales. Science, 359 ( 6377 ), 791 - 793. https://doi.org/10.1126/science.aao2117 | |
dc.identifier.citedreference | Xu, X., Wang, N., Lipson, D., Sinsabaugh, R., Schimel, J., He, L., Soudzilovskaia, N. A., & Tedersoo, L. ( 2020 ). Microbial macroecology: In search of mechanisms governing microbial biogeographic patterns. Global Ecology and Biogeography, 29, 1870 - 1886. https://doi.org/10.1111/geb.13162 | |
dc.identifier.citedreference | Yang, T., Adams, J. M., Shi, Y. U., He, J.- S., Jing, X., Chen, L., Tedersoo, L., & Chu, H. ( 2017 ). Soil fungal diversity in natural grasslands of the Tibetan Plateau: Associations with plant diversity and productivity. New Phytologist, 215 ( 2 ), 756 - 765. https://doi.org/10.1111/nph.14606 | |
dc.identifier.citedreference | Yang, Y., Ji, C., Ma, W., Wang, S., Wang, S., Han, W., Mohammat, A., Robinson, D., & Smith, P. ( 2012 ). Significant soil acidification across northern China’s grasslands during 1980s- 2000s. Global Change Biology, 18, 2292 - 2300. https://doi.org/10.1111/j.1365- 2486.2012.02694.x | |
dc.identifier.citedreference | Yuan, Z., Ali, A., Ruiz- Benito, P., Jucker, T., Mori, A. S., Wang, S., Zhang, X., Li, H., Hao, Z., Wang, X., & Loreau, M. ( 2020 ). Above- and below- ground biodiversity jointly regulate temperate forest multifunctionality along a local- scale environmental gradient. Journal of Ecology, 108, 2012 - 2024. https://doi.org/10.1111/1365- 2745.13378 | |
dc.identifier.citedreference | Zhang, R., Tian, D., Chen, H. Y. H., Seabloom, E. W., Han, G., Wang, S., Yu, G., Li, Z., Niu, S., & Schrodt, F. ( 2021 ). Biodiversity alleviates the decrease of grassland multifunctionality under grazing disturbance: A global meta- analysis. Global Ecology and Biogeography, 00, 1 - 13. https://doi.org/10.1111/geb.13408 | |
dc.identifier.citedreference | Engel, T., Blowes, S. A., McGlinn, D. J., May, F., Gotelli, N. J., McGill, B. J., & Chase, J. M. ( 2020 ). Resolving the species pool dependence of beta- diversity using coverage- based rarefaction. bioRxiv 2020.04.14.040402. https://doi.org/10.1101/2020.04.14.040402 | |
dc.identifier.citedreference | Allan, E., Weisser, W. W., Fischer, M., Schulze, E.- D., Weigelt, A., Roscher, C., Baade, J., Barnard, R. L., Beà ler, H., Buchmann, N., Ebeling, A., Eisenhauer, N., Engels, C., Fergus, A. J. F., Gleixner, G., Gubsch, M., Halle, S., Klein, A. M., Kertscher, I., - ¦ Schmid, B. ( 2013 ). A comparison of the strength of biodiversity effects across multiple functions. Oecologia, 173 ( 1 ), 223 - 237. https://doi.org/10.1007/s00442- 012- 2589- 0 | |
dc.identifier.citedreference | Anderson, M. J., Crist, T. O., Chase, J. M., Vellend, M., Inouye, B. D., Freestone, A. L., Sanders, N. J., Cornell, H. V., Comita, L. S., Davies, K. F., Harrison, S. P., Kraft, N. J. B., Stegen, J. C., & Swenson, N. G. ( 2011 ). Navigating the multiple meanings of β diversity: A roadmap for the practicing ecologist. Ecology Letters, 14 ( 1 ), 19 - 28. https://doi.org/10.1111/j.1461- 0248.2010.01552.x | |
dc.identifier.citedreference | Barnes, A. D., Weigelt, P., Jochum, M., Ott, D., Hodapp, D., Haneda, N. F., & Brose, U. ( 2016 ). Species richness and biomass explain spatial turnover in ecosystem functioning across tropical and temperate ecosystems. Philosophical Transactions of the Royal Society B: Biological Sciences, 371 ( 1694 ), 20150279. https://doi.org/10.1098/rstb.2015.0279 | |
dc.identifier.citedreference | Bengtsson- Palme, J., Ryberg, M., Hartmann, M., Branco, S., Wang, Z., Godhe, A., De Wit, P., Sánchez- GarcÃa, M., Ebersberger, I., de Sousa, F., Amend, A. S., Jumpponen, A., Unterseher, M., Kristiansson, E., Abarenkov, K., Bertrand, Y. J. K., Sanli, K., Eriksson, K. M., Vik, U., - ¦ Nilsson, R. H. ( 2013 ). Improved software detection and extraction of ITS1 and ITS2 from ribosomal ITS sequences of fungi and other eukaryotes for analysis of environmental sequencing data. Methods in Ecology and Evolution, 4 ( 10 ), 914 - 919. https://doi.org/10.1111/2041- 210X.12073 | |
dc.identifier.citedreference | Burley, H. M., Mokany, K., Ferrier, S., Laffan, S. W., Williams, K. J., & Harwood, T. D. ( 2016 ). Macroecological scale effects of biodiversity on ecosystem functions under environmental change. Ecology and Evolution, 6 ( 8 ), 2579 - 2593. https://doi.org/10.1002/ece3.2036 | |
dc.identifier.citedreference | Caporaso, J. G., Kuczynski, J., Stombaugh, J., Bittinger, K., Bushman, F. D., Costello, E. K., Fierer, N., Peña, A. G., Goodrich, J. K., Gordon, J. I., Huttley, G. A., Kelley, S. T., Knights, D., Koenig, J. E., Ley, R. E., Lozupone, C. A., McDonald, D., Muegge, B. D., Pirrung, M., - ¦ Knight, R. ( 2010 ). QIIME allows analysis of high- throughput community sequencing data. Nature Methods, 7, 335 - 336. https://doi.org/10.1038/nmeth.f.303 | |
dc.identifier.citedreference | Chen, L., Jing, X., Flynn, D. F., Shi, Y., Kühn, P., Scholten, T., & He, J.- S. ( 2017 ). Changes of carbon stocks in alpine grassland soils from 2002 to 2011 on the Tibetan Plateau and their climatic causes. Geoderma, 288, 166 - 174. https://doi.org/10.1016/j.geoderma.2016.11.016 | |
dc.identifier.citedreference | Damgaard, C. F., & Irvine, K. M. ( 2019 ). Using the beta distribution to analyse plant cover data. Journal of Ecology, 107 ( 6 ), 2747 - 2759. https://doi.org/10.1111/1365- 2745.13200 | |
dc.identifier.citedreference | De Laender, F., Rohr, J. R., Ashauer, R., Baird, D. J., Berger, U., Eisenhauer, N., Grimm, V., Hommen, U., Maltby, L., Melià n, C. J., Pomati, F., Roessink, I., Radchuk, V., & Van den Brink, P. J. ( 2016 ). Reintroducing environmental change drivers in biodiversity- ecosystem functioning research. Trends in Ecology and Evolution, 31 ( 12 ), 905 - 915. https://doi.org/10.1016/j.tree.2016.09.007 | |
dc.identifier.citedreference | Delgado- Baquerizo, M., Reich, P. B., Trivedi, C., Eldridge, D. J., Abades, S., Alfaro, F. D., Bastida, F., Berhe, A. A., Cutler, N. A., Gallardo, A., GarcÃa- Velázquez, L., Hart, S. C., Hayes, P. E., He, J.- Z., Hseu, Z.- Y., Hu, H.- W., Kirchmair, M., Neuhauser, S., Pérez, C. A., - ¦ Singh, B. K. ( 2020 ). Multiple elements of soil biodiversity drive ecosystem functions across biomes. Nature Ecology & Evolution, 4 ( 2 ), 210 - 220. https://doi.org/10.1038/s41559- 019- 1084- y | |
dc.identifier.citedreference | Dietz, E. J. ( 1983 ). Permutation tests for association between two distance matrices. Systematic Biology, 32 ( 1 ), 21 - 26. https://doi.org/10.1093/sysbio/32.1.21 | |
dc.identifier.citedreference | Dong, S., Shang, Z., Gao, J., & Boone, R. B. ( 2020 ). Enhancing sustainability of grassland ecosystems through ecological restoration and grazing management in an era of climate change on Qinghai- Tibetan Plateau. Agriculture, Ecosystems & Environment, 287, 106684. https://doi.org/10.1016/j.agee.2019.106684 | |
dc.identifier.citedreference | Duffy, J. E., Godwin, C. M., & Cardinale, B. J. ( 2017 ). Biodiversity effects in the wild are common and as strong as key drivers of productivity. Nature, 549, 261 - 264. https://doi.org/10.1038/nature23886 | |
dc.identifier.citedreference | Edgar, R. C. ( 2010 ). Search and clustering orders of magnitude faster than BLAST. Bioinformatics, 26, 2460 - 2461. https://doi.org/10.1093/bioinformatics/btq461 | |
dc.identifier.citedreference | Edgar, R. C., Haas, B. J., Clemente, J. C., Quince, C., & Knight, R. ( 2011 ). UCHIME improves sensitivity and speed of chimera detection. Bioinformatics, 27, 2194 - 2200. https://doi.org/10.1093/bioinformatics/btr381 | |
dc.identifier.citedreference | Eisenhauer, N. ( 2011 ). Aboveground- belowground interactions as a source of complementarity effects in biodiversity experiments. Plant and Soil, 351 ( 1- 2 ), 1 - 22. https://doi.org/10.1007/s11104- 011- 1027- 0 | |
dc.identifier.citedreference | Eisenhauer, N., Schielzeth, H., Barnes, A. D., Barry, K. E., Bonn, A., Brose, U., Bruelheide, H., Buchmann, N., Buscot, F., Ebeling, A., Ferlian, O., Freschet, G. T., Giling, D. P., Hättenschwiler, H., Hillebrand, H., Hines, J., Isbell, F., Koller- France, E., König- Ries, B., - ¦ Jochum, M. ( 2019 ). A multitrophic perspective on biodiversity- ecosystem functioning research. In N. Eisenhauer, D. A. Bohan, & A. J. Dumbrell (Eds.), Advances in Ecological Research (Vol. 61, pp. 1 - 54 ). Elsevier. https://doi.org/10.1016/bs.aecr.2019.06.001 | |
dc.identifier.citedreference | Farnsworth, K. D., Albantakis, L., & Caruso, T. ( 2017 ). Unifying concepts of biological function from molecules to ecosystems. Oikos, 126 ( 10 ), 1367 - 1376. https://doi.org/10.1111/oik.04171 | |
dc.identifier.citedreference | Fukami, T., Naeem, S., & Wardle, D. A. ( 2001 ). On similarity among local communities in biodiversity experiments. Oikos, 95 ( 2 ), 340 - 348. https://doi.org/10.1034/j.1600- 0706.2001.950216.x | |
dc.identifier.citedreference | Furrer, R., Nychka, D., & Sain, S. ( 2015 ). Fields: tools for spatial data. R package version 8.4- 1. https://www.image.ucar.edu/fields/ | |
dc.identifier.citedreference | Garland, G., Banerjee, S., Edlinger, A., Miranda Oliveira, E., Herzog, C., Wittwer, R., Philippot, L., Maestre, F. T., & Heijden, M. G. A. ( 2021 ). A closer look at the functions behind ecosystem multifunctionality: A review. Journal of Ecology, 109 ( 2 ), 600 - 613. https://doi.org/10.1111/1365- 2745.13511 | |
dc.identifier.citedreference | Gonzalez, A., Germain, R. M., Srivastava, D. S., Filotas, E., Dee, L. E., Gravel, D., Thompson, P. L., Isbell, F., Wang, S., Kéfi, S., Montoya, J., Zelnik, Y. R., & Loreau, M. ( 2020 ). Scaling- up biodiversity- ecosystem functioning research. Ecology Letters, 23, 757 - 776. https://doi.org/10.1111/ele.13456 | |
dc.identifier.citedreference | Goslee, S. C., & Urban, D. L. ( 2007 ). The ecodist package for dissimilarity- based analysis of ecological data. Journal of Statistical Software, 22 ( 7 ), 1 - 19. https://doi.org/10.18637/jss.v022.i07 | |
dc.identifier.citedreference | Grace, J. ( 2020 ). A ’Weight of Evidence’ approach to evaluating structural equation models. One Ecosystem, 5, e50452. https://doi.org/10.3897/oneeco.5.e50452 | |
dc.identifier.citedreference | Graham, E. B., Wieder, W. R., Leff, J. W., Weintraub, S. R., Townsend, A. R., Cleveland, C. C., Philippot, L., & Nemergut, D. R. ( 2014 ). Do we need to understand microbial communities to predict ecosystem function? A comparison of statistical models of nitrogen cycling processes. Soil Biology and Biochemistry, 68, 279 - 282. https://doi.org/10.1016/j.soilbio.2013.08.023 | |
dc.identifier.citedreference | Grman, E., Zirbel, C. R., Bassett, T., & Brudvig, L. A. ( 2018 ). Ecosystem multifunctionality increases with beta diversity in restored prairies. Oecologia, 188 ( 3 ), 837 - 848. https://doi.org/10.1007/s00442- 018- 4248- 6 | |
dc.identifier.citedreference | Hautier, Y., Isbell, F., Borer, E. T., Seabloom, E. W., Harpole, W. S., Lind, E. M., MacDougall, A. S., Stevens, C. J., Adler, P. B., Alberti, J., Bakker, J. D., Brudvig, L. A., Buckley, Y. M., Cadotte, M., Caldeira, M. C., Chaneton, E. J., Chu, C., Daleo, P., Dickman, C. R., - ¦ Hector, A. ( 2018 ). Local loss and spatial homogenization of plant diversity reduce ecosystem multifunctionality. Nature Ecology & Evolution, 2 ( 1 ), 50 - 56. https://doi.org/10.1038/s41559- 017- 0395- 0 | |
dc.identifier.citedreference | Hijmans, R. J. ( 2021 ). raster: Geographic data analysis and modeling. R package version 3.4- 10. https://CRAN.R- project.org/package=raster | |
dc.identifier.citedreference | Hu, W., Ran, J., Dong, L., Du, Q., Ji, M., Yao, S., Sun, Y., Gong, C., Hou, Q., Gong, H., Chen, R., Lu, J., Xie, S., Wang, Z., Huang, H., Li, X., Xiong, J., Xia, R., Wei, M., - ¦ Deng, J. ( 2021 ). Aridity- driven shift in biodiversity- soil multifunctionality relationships. Nature Communications, 12 ( 1 ), 5350. https://doi.org/10.1038/s41467- 021- 25641- 0 | |
dc.identifier.citedreference | Jax, K. ( 2005 ). Function and - functioning- in ecology: What does it mean? Oikos, 111 ( 3 ), 641 - 648. https://doi.org/10.1111/j.1600- 0706.2005.13851.x | |
dc.identifier.citedreference | Jing, X., Prager, C. M., Borer, E. T., Gotelli, N. J., Gruner, D. S., He, J.- S., Kirkman, K., MacDougall, A. S., McCulley, R. L., Prober, S. M., Seabloom, E. W., Stevens, C. J., Classen, A. T., & Sanders, N. J. ( 2021 ). Spatial turnover of multiple ecosystem functions is more associated with plant than soil microbial β- diversity. Ecosphere, 12 ( 7 ), e03644. https://doi.org/10.1002/ecs2.3644 | |
dc.identifier.citedreference | Jing, X., Sanders, N. J., Shi, Y. U., Chu, H., Classen, A. T., Zhao, K. E., Chen, L., Shi, Y., Jiang, Y., & He, J.- S. ( 2015 ). The links between ecosystem multifunctionality and above- and belowground biodiversity are mediated by climate. Nature Communications, 6, 8159. https://doi.org/10.1038/ncomms9159 | |
dc.identifier.citedreference | Jing, X., Wang, Y., Chung, H., Mi, Z., Wang, S., Zeng, H., & He, J.- S. ( 2014 ). No temperature acclimation of soil extracellular enzymes to experimental warming in an alpine grassland ecosystem on the Tibetan Plateau. Biogeochemistry, 117, 39 - 54. https://doi.org/10.1007/s10533- 013- 9844- 2 | |
dc.identifier.citedreference | Kraft, N. J. B., Comita, L. S., Chase, J. M., Sanders, N. J., Swenson, N. G., Crist, T. O., Stegen, J. C., Vellend, M., Boyle, B., Anderson, M. J., Cornell, H. V., Davies, K. F., Freestone, A. L., Inouye, B. D., Harrison, S. P., & Myers, J. A. ( 2011 ). Disentangling the drivers of β diversity along latitudinal and elevational gradients. Science, 333 ( 6050 ), 1755 - 1758. https://doi.org/10.1126/science.1208584 | |
dc.identifier.citedreference | Ladau, J., Shi, Y., Jing, X., He, J. S., Chen, L., Lin, X., Fierer, N., Gilbert, J. A., Pollard, K. S., & Chu, H. ( 2018 ). Existing climate change will lead to pronounced shifts in the diversity of soil prokaryotes. mSystems, 3 ( 5 ), e00167- 00118. https://doi.org/10.1128/mSystems.00167- 18 | |
dc.identifier.citedreference | Leff, J. W., Bardgett, R. D., Wilkinson, A., Jackson, B. G., Pritchard, W. J., De Long, J. R., Oakley, S., Mason, K. E., Ostle, N. J., Johnson, D., Baggs, E. M., & Fierer, N. ( 2018 ). Predicting the structure of soil communities from plant community taxonomy, phylogeny, and traits. The ISME Journal, 12 ( 7 ), 1794 - 1805. https://doi.org/10.1038/s41396- 018- 0089- x | |
dc.identifier.citedreference | Legendre, P. ( 2014 ). Interpreting the replacement and richness difference components of beta diversity. Global Ecology and Biogeography, 23 ( 11 ), 1324 - 1334. https://doi.org/10.1111/geb.12207 | |
dc.identifier.citedreference | Liu, D., Chang, P. S., Power, S. A., Bell, J. N. B., & Manning, P. ( 2021 ). Changes in plant species abundance alter the multifunctionality and functional space of heathland ecosystems. New Phytologist, 232 ( 3 ), 1238 - 1249. https://doi.org/10.1111/nph.17667 | |
dc.identifier.citedreference | Ma, W., He, J.- S., Yang, Y., Wang, X., Liang, C., Anwar, M., Zeng, H., Fang, J., & Schmid, B. ( 2010 ). Environmental factors covary with plant diversity- productivity relationships among Chinese grassland sites. Global Ecology and Biogeography, 19, 233 - 243. https://doi.org/10.1111/j.1466- 8238.2009.00508.x | |
dc.identifier.citedreference | Manning, P., van der Plas, F., Soliveres, S., Allan, E., Maestre, F. T., Mace, G., Whittingham, M. J., & Fischer, M. ( 2018 ). Redefining ecosystem multifunctionality. Nature Ecology & Evolution, 2 ( 3 ), 427 - 436. https://doi.org/10.1038/s41559- 017- 0461- 7 | |
dc.identifier.citedreference | Martinez- Almoyna, C., Thuiller, W., Chalmandrier, L., Ohlmann, M., Foulquier, A., Clément, J.- C., Zinger, L., & Münkemüller, T. ( 2019 ). Multi- trophic β- diversity mediates the effect of environmental gradients on the turnover of multiple ecosystem functions. Functional Ecology, 33, 2053 - 2064. https://doi.org/10.1111/1365- 2435.13393 | |
dc.identifier.citedreference | Martiny, J. B. H., Bohannan, B. J. M., Brown, J. H., Colwell, R. K., Fuhrman, J. A., Green, J. L., Horner- Devine, M. C., Kane, M., Krumins, J. A., Kuske, C. R., Morin, P. J., Naeem, S., à vreås, L., Reysenbach, A.- L., Smith, V. H., & Staley, J. T. ( 2006 ). Microbial biogeography: Putting microorganisms on the map. Nature Review Microbiology, 4 ( 2 ), 102 - 112. https://doi.org/10.1038/nrmicro1341 | |
dc.identifier.citedreference | Martiny, J. B., Eisen, J. A., Penn, K., Allison, S. D., & Horner- Devine, M. C. ( 2011 ). Drivers of bacterial beta- diversity depend on spatial scale. Proceedings of the National Academy of Sciences USA, 108 ( 19 ), 7850 - 7854. https://doi.org/10.1073/pnas.1016308108 | |
dc.identifier.citedreference | Mokany, K., Burley, H. M., & Paini, D. R. ( 2013 ). β diversity contributes to ecosystem processes more than by simply summing the parts. Proceedings of the National Academy of Sciences USA, 110 ( 43 ), E4057. https://doi.org/10.1073/pnas.1313429110 | |
dc.identifier.citedreference | Mori, A. S., Isbell, F., Fujii, S., Makoto, K., Matsuoka, S., & Osono, T. ( 2016 ). Low multifunctional redundancy of soil fungal diversity at multiple scales. Ecology Letters, 19 ( 3 ), 249 - 259. https://doi.org/10.1111/ele.12560 | |
dc.identifier.citedreference | Mori, A. S., Isbell, F., & Seidl, R. ( 2018 ). β- Diversity, community assembly, and ecosystem functioning. Trends in Ecology and Evolution, 33 ( 7 ), 549 - 564. https://doi.org/10.1016/j.tree.2018.04.012 | |
dc.working.doi | NO | en |
dc.owningcollname | Interdisciplinary and Peer-Reviewed |
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