Deciphering the associations between soil microbial diversity and ecosystem multifunctionality driven by long-term fertilization management

An increasing number of studies indicate that microbial diversity plays a crucial role in the mediation of ecosystem multifunctionality (EMF) in natural ecosystems. However, this point remains mostly overlooked in managed ecosystems, especially in agriculture. Here, we compiled promising strategies...

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Published inFunctional ecology Vol. 32; no. 4; pp. 1103 - 1116
Main Authors Luo, Gongwen, Rensing, Christopher, Chen, Huan, Liu, Manqiang, Wang, Min, Guo, Shiwei, Ling, Ning, Shen, Qirong
Format Journal Article
LanguageEnglish
Published London Wiley 01.04.2018
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Abstract An increasing number of studies indicate that microbial diversity plays a crucial role in the mediation of ecosystem multifunctionality (EMF) in natural ecosystems. However, this point remains mostly overlooked in managed ecosystems, especially in agriculture. Here, we compiled promising strategies for the targeted exploitation of the associations between microbial diversity and EMF of agricultural soils using samples from two long‐term (more than 30 years) experimental field sites in southern China. The two sites experienced a similar monsoon climate and fertilization management practices. We used high‐throughput amplicon sequencing, structural equation modelling and random forest analysis, to analyse our data and validate our hypotheses. We found that soil physiochemical properties and the C‐, N‐, P‐ and S‐cycle enzyme activities were increased with the increase in microbial diversity. Specifically, a positive linear relationship was observed between microbial diversity and EMF, which was mediated by long‐term fertilization management via changes in soil microbial communities and physiochemical properties. Random forest analysis and SEM showed that the important role of microbial diversity on EMF was maintained even when simultaneously taking multiple multifunctionality drivers (soil physiochemical properties, soil aggregation and enzymatic patterns) into account. In addition, microbial diversity, C‐cycle enzyme activity and pH value are feasible predictors of EMF; these factors were shown to be the main drivers of EMF of arable soils. Our findings suggest that there may be a limited degree of multifunctional redundancy in arable soils. The relationship we observed between microbial diversity and EMF suggests that management practices that foster more diverse soil microbial communities may have the potential to improve the functioning of agroecosystems. A plain language summary is available for this article. Plain Language Summary
AbstractList An increasing number of studies indicate that microbial diversity plays a crucial role in the mediation of ecosystem multifunctionality ( EMF ) in natural ecosystems. However, this point remains mostly overlooked in managed ecosystems, especially in agriculture. Here, we compiled promising strategies for the targeted exploitation of the associations between microbial diversity and EMF of agricultural soils using samples from two long‐term (more than 30 years) experimental field sites in southern China. The two sites experienced a similar monsoon climate and fertilization management practices. We used high‐throughput amplicon sequencing, structural equation modelling and random forest analysis, to analyse our data and validate our hypotheses. We found that soil physiochemical properties and the C‐, N‐, P‐ and S‐cycle enzyme activities were increased with the increase in microbial diversity. Specifically, a positive linear relationship was observed between microbial diversity and EMF , which was mediated by long‐term fertilization management via changes in soil microbial communities and physiochemical properties. Random forest analysis and SEM showed that the important role of microbial diversity on EMF was maintained even when simultaneously taking multiple multifunctionality drivers (soil physiochemical properties, soil aggregation and enzymatic patterns) into account. In addition, microbial diversity, C‐cycle enzyme activity and pH value are feasible predictors of EMF ; these factors were shown to be the main drivers of EMF of arable soils. Our findings suggest that there may be a limited degree of multifunctional redundancy in arable soils. The relationship we observed between microbial diversity and EMF suggests that management practices that foster more diverse soil microbial communities may have the potential to improve the functioning of agroecosystems. A plain language summary is available for this article.
An increasing number of studies indicate that microbial diversity plays a crucial role in the mediation of ecosystem multifunctionality (EMF) in natural ecosystems. However, this point remains mostly overlooked in managed ecosystems, especially in agriculture. Here, we compiled promising strategies for the targeted exploitation of the associations between microbial diversity and EMF of agricultural soils using samples from two long‐term (more than 30 years) experimental field sites in southern China. The two sites experienced a similar monsoon climate and fertilization management practices. We used high‐throughput amplicon sequencing, structural equation modelling and random forest analysis, to analyse our data and validate our hypotheses. We found that soil physiochemical properties and the C‐, N‐, P‐ and S‐cycle enzyme activities were increased with the increase in microbial diversity. Specifically, a positive linear relationship was observed between microbial diversity and EMF, which was mediated by long‐term fertilization management via changes in soil microbial communities and physiochemical properties. Random forest analysis and SEM showed that the important role of microbial diversity on EMF was maintained even when simultaneously taking multiple multifunctionality drivers (soil physiochemical properties, soil aggregation and enzymatic patterns) into account. In addition, microbial diversity, C‐cycle enzyme activity and pH value are feasible predictors of EMF; these factors were shown to be the main drivers of EMF of arable soils. Our findings suggest that there may be a limited degree of multifunctional redundancy in arable soils. The relationship we observed between microbial diversity and EMF suggests that management practices that foster more diverse soil microbial communities may have the potential to improve the functioning of agroecosystems. A plain language summary is available for this article.
An increasing number of studies indicate that microbial diversity plays a crucial role in the mediation of ecosystem multifunctionality (EMF) in natural ecosystems. However, this point remains mostly overlooked in managed ecosystems, especially in agriculture. Here, we compiled promising strategies for the targeted exploitation of the associations between microbial diversity and EMF of agricultural soils using samples from two long‐term (more than 30 years) experimental field sites in southern China. The two sites experienced a similar monsoon climate and fertilization management practices. We used high‐throughput amplicon sequencing, structural equation modelling and random forest analysis, to analyse our data and validate our hypotheses. We found that soil physiochemical properties and the C‐, N‐, P‐ and S‐cycle enzyme activities were increased with the increase in microbial diversity. Specifically, a positive linear relationship was observed between microbial diversity and EMF, which was mediated by long‐term fertilization management via changes in soil microbial communities and physiochemical properties. Random forest analysis and SEM showed that the important role of microbial diversity on EMF was maintained even when simultaneously taking multiple multifunctionality drivers (soil physiochemical properties, soil aggregation and enzymatic patterns) into account. In addition, microbial diversity, C‐cycle enzyme activity and pH value are feasible predictors of EMF; these factors were shown to be the main drivers of EMF of arable soils. Our findings suggest that there may be a limited degree of multifunctional redundancy in arable soils. The relationship we observed between microbial diversity and EMF suggests that management practices that foster more diverse soil microbial communities may have the potential to improve the functioning of agroecosystems. A plain language summary is available for this article. Plain Language Summary
Author Ling, Ning
Luo, Gongwen
Shen, Qirong
Chen, Huan
Rensing, Christopher
Wang, Min
Guo, Shiwei
Liu, Manqiang
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  fullname: Ling, Ning
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  givenname: Qirong
  surname: Shen
  fullname: Shen, Qirong
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Cites_doi 10.1046/j.1365-2486.2002.00425.x
10.1073/pnas.1220333110
10.1073/pnas.1220608110
10.1126/science.1094875
10.1111/j.1461-0248.2007.01113.x
10.1111/j.1365-2435.2008.01515.x
10.1890/13-0133.1
10.1111/mec.13010
10.1016/j.agee.2006.12.011
10.1111/1365-2664.12219
10.1111/1365-2745.12585
10.1038/nrmicro.2017.87
10.1038/ismej.2014.210
10.1016/j.soilbio.2015.06.012
10.1111/j.1461-0248.2008.01245.x
10.1186/s12866-017-1064-9
10.1038/nmeth.f.303
10.1890/11-1952.1
10.1073/pnas.1414592112
10.1126/science.1243768
10.1038/ismej.2010.130
10.1073/pnas.1320054111
10.4236/jbm.2015.36004
10.1073/pnas.1424031112
10.1016/j.soilbio.2015.07.005
10.1126/science.1259855
10.1111/1462-2920.13098
10.1038/nmicrobiol.2016.242
10.1038/nature03610
10.1111/j.1574-6976.2012.00343.x
10.1016/S0038-0717(02)00074-3
10.1073/pnas.0810193105
10.1111/j.1461-0248.2012.01844.x
10.1111/j.1462-2920.2007.01335.x
10.1111/j.1365-2486.2008.01549.x
10.1046/j.1471-8286.2002.00305.x
10.1111/1574-6941.12092
10.1093/biosci/bit003
10.1073/pnas.0507535103
10.1016/j.agee.2007.08.003
10.1111/ele.12560
10.1038/ncomms10541
10.1128/AEM.01541-09
10.1111/1462-2920.12339
10.1016/j.soilbio.2015.04.014
10.1007/s11368-009-0120-y
10.1126/science.1101865
10.1038/ncomms9159
10.1111/ele.12469
10.1111/2041-210X.12613
10.1016/j.tree.2016.02.016
10.1038/nature19092
10.1111/j.1461-0248.2009.01388.x
10.1126/science.1261071
10.1016/j.soilbio.2015.08.010
10.1038/35083573
10.1023/A:1010933404324
10.1016/j.soilbio.2017.01.024
10.1111/gcb.12752
10.1038/nature13855
10.1128/AEM.00335-09
10.1016/j.soilbio.2010.05.007
10.1073/pnas.1413707111
10.1111/1365-2435.12674
10.1093/femsec/fiv031
10.1126/science.1215442
10.3389/fmicb.2015.00771
10.1007/s00248-014-0530-2
10.1016/j.soilbio.2009.02.029
10.1093/bioinformatics/btq166
10.3732/ajb.1000364
10.1038/nature10282
10.1016/j.soilbio.2015.09.020
10.1890/10-0426.1
10.1146/annurev.ecolsys.36.102003.152636
10.1016/j.soilbio.2011.03.012
10.1177/117693430600200007
10.1596/978-0-8213-6807-7
10.1038/nature05202
10.1111/mec.13783
10.1111/1574-6941.12436
10.1098/rspb.2013.2498
10.1016/j.soilbio.2008.03.023
10.1093/bioinformatics/btr381
10.1093/bioinformatics/btr507
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References 2011; 477
2009; 41
2015; 347
2013; 64
2016; 31
2011; 98
2016; 104
2015; 348
2012; 15
2001; 45
2016c; 30
2009; 12
2010; 26
2015; 88
2003; 8
2014; 16
2007; 9
2013; 110
2015; 91
2014; 281
2015; 90
2011; 27
2012; 335
2014; 51
2010; 7
2001; 412
2006; 443
2005; 36
2009; 23
2014; 515
2015; 6
2014; 90
2015; 18
2016; 19
2015; 3
2011
1997; 26
2007; 121
2002; 34
2005; 435
2013; 86
2002; 8
2008; 14
2013; 342
2006; 8
2002; 2
2007
2014; 47
2008; 11
2016; 92
2006; 2
2012; 37
2008; 123
2016; 18
2014; 111
2014; 84
2007; 10
2015; 9
2004; 306
2011; 5
2004; 304
2015; 24
2012; 93
2017; 109
2016; 7
2010; 42
2015; 69
2016; 2
2009; 75
2017; 15
2017; 17
2016; 536
2015; 112
2015; 21
2009; 9
2011; 43
2017
2015
2013
2008; 40
2010; 91
2016; 25
2006; 103
2009; 106
e_1_2_9_75_1
e_1_2_9_31_1
e_1_2_9_52_1
e_1_2_9_50_1
e_1_2_9_73_1
e_1_2_9_79_1
e_1_2_9_94_1
e_1_2_9_10_1
e_1_2_9_77_1
e_1_2_9_12_1
e_1_2_9_33_1
e_1_2_9_54_1
e_1_2_9_90_1
e_1_2_9_71_1
e_1_2_9_39_1
e_1_2_9_16_1
e_1_2_9_37_1
e_1_2_9_58_1
e_1_2_9_18_1
e_1_2_9_41_1
e_1_2_9_64_1
e_1_2_9_87_1
e_1_2_9_20_1
e_1_2_9_62_1
e_1_2_9_89_1
Aronesty E. (e_1_2_9_5_1) 2011
e_1_2_9_22_1
e_1_2_9_45_1
e_1_2_9_68_1
e_1_2_9_83_1
e_1_2_9_24_1
e_1_2_9_43_1
e_1_2_9_66_1
e_1_2_9_85_1
e_1_2_9_8_1
e_1_2_9_6_1
e_1_2_9_81_1
Zhang W. L. (e_1_2_9_92_1) 2014; 47
e_1_2_9_4_1
e_1_2_9_60_1
e_1_2_9_2_1
Schermelleh‐Engel K. (e_1_2_9_69_1) 2003; 8
e_1_2_9_26_1
e_1_2_9_49_1
e_1_2_9_28_1
e_1_2_9_47_1
e_1_2_9_30_1
e_1_2_9_53_1
e_1_2_9_74_1
e_1_2_9_51_1
e_1_2_9_72_1
e_1_2_9_11_1
e_1_2_9_34_1
e_1_2_9_57_1
e_1_2_9_78_1
e_1_2_9_13_1
e_1_2_9_32_1
e_1_2_9_55_1
Brussaard L. (e_1_2_9_14_1) 1997; 26
e_1_2_9_76_1
e_1_2_9_91_1
e_1_2_9_93_1
Grace J. B. (e_1_2_9_35_1) 2006; 8
e_1_2_9_70_1
e_1_2_9_15_1
e_1_2_9_38_1
e_1_2_9_17_1
e_1_2_9_36_1
e_1_2_9_59_1
e_1_2_9_19_1
e_1_2_9_42_1
e_1_2_9_63_1
e_1_2_9_88_1
e_1_2_9_40_1
e_1_2_9_61_1
e_1_2_9_21_1
e_1_2_9_46_1
e_1_2_9_67_1
e_1_2_9_84_1
e_1_2_9_23_1
e_1_2_9_44_1
e_1_2_9_65_1
e_1_2_9_86_1
e_1_2_9_7_1
e_1_2_9_80_1
e_1_2_9_82_1
e_1_2_9_3_1
e_1_2_9_9_1
e_1_2_9_25_1
e_1_2_9_27_1
e_1_2_9_48_1
Luo G. W. (e_1_2_9_56_1) 2017
e_1_2_9_29_1
References_xml – year: 2011
– volume: 7
  start-page: 1451
  year: 2016
  end-page: 1456
  article-title: iNEXT: An R package for rarefaction and extrapolation of species diversity (Hill numbers)
  publication-title: Methods in Ecology and Evolution
– volume: 24
  start-page: 136
  year: 2015
  end-page: 150
  article-title: Long‐term balanced fertilization increases the soil microbial functional diversity in a phosphorus‐limited paddy soil
  publication-title: Molecular Ecology
– volume: 104
  start-page: 936
  year: 2016
  end-page: 946
  article-title: Lack of functional redundancy in the relationship between microbial diversity and ecosystem functioning
  publication-title: Journal of Ecology
– volume: 75
  start-page: 5111
  year: 2009
  end-page: 5120
  article-title: Pyrosequencing‐based assessment of soil pH as a predictor of soil bacterial community structure at the continental scale
  publication-title: Applied and Environmental Microbiology
– volume: 18
  start-page: 1907
  year: 2016
  end-page: 1917
  article-title: Significant alteration of soil bacterial communities and organic carbon decomposition by different long‐term fertilization management conditions of extremely low‐productivity arable soil in south china
  publication-title: Environmental Microbiology
– volume: 123
  start-page: 261
  year: 2008
  end-page: 270
  article-title: The utility of crop genetic diversity in maintaining ecosystem services
  publication-title: Agriculture Ecosystems and Environment
– volume: 111
  start-page: 14478
  year: 2014
  end-page: 14483
  article-title: Discontinuity in the responses of ecosystem processes and multifunctionality to altered soil community composition
  publication-title: Proceedings of the National Academy of Sciences of the United States of America
– volume: 5
  start-page: 532
  year: 2011
  end-page: 542
  article-title: Determinants of the distribution of nitrogen‐cycling microbial communities at the landscape scale
  publication-title: ISME Journal
– volume: 2
  start-page: 16242
  year: 2016
  article-title: Relic DNA is abundant in soil and obscures estimates of soil microbial diversity
  publication-title: Nature Microbiology
– volume: 91
  start-page: 3463
  year: 2010
  end-page: 3470
  article-title: Consistent effects of nitrogen fertilization on soil bacterial communities in contrasting systems
  publication-title: Ecology
– volume: 3
  start-page: 23
  year: 2015
  article-title: Biodiversity of the symbiotic bacteria associated with toxic marine Dinoflagellate
  publication-title: Journal of Biosciences and Medicines
– volume: 90
  start-page: 770
  year: 2014
  end-page: 782
  article-title: Artificial soil studies reveal domain‐specific preferences of microorganisms for the colonisation of different soil minerals and particle size fractions
  publication-title: FEMS Microbial Ecology
– volume: 103
  start-page: 626
  year: 2006
  end-page: 631
  article-title: The diversity and biogeography of soil bacterial communities
  publication-title: Proceedings of the National Academy of Sciences of the United States of America
– volume: 21
  start-page: 973
  year: 2015
  end-page: 985
  article-title: Intensive agriculture reduces soil biodiversity across Europe
  publication-title: Global Change Biology
– volume: 26
  start-page: 563
  year: 1997
  end-page: 570
  article-title: Biodiversity and ecosystem functioning in soil
  publication-title: BioScience
– volume: 41
  start-page: 1180
  year: 2009
  end-page: 1186
  article-title: The influence of time, storage temperature, and substrate age on potential soil enzyme activity in acidic forest soils using mub‐linked substrates and l‐dopa
  publication-title: Soil Biology and Biochemistry
– volume: 106
  start-page: 203
  year: 2009
  end-page: 208
  article-title: On the fate of anthropogenic nitrogen
  publication-title: Proceedings of the National Academy of Sciences of the United States of America
– volume: 84
  start-page: 45
  year: 2014
  end-page: 67
  article-title: Rarefaction and extrapolation with Hill numbers: A framework for sampling and estimation in species diversity studies
  publication-title: Ecological Monographs
– volume: 9
  start-page: 547
  year: 2009
  article-title: Linking soil bacterial diversity to ecosystem multifunctionality using backward‐elimination boosted trees analysis
  publication-title: Journal Soils and Sediments
– volume: 281
  start-page: 2013
  year: 2014
  end-page: 2498
  article-title: Biodiversity and multifunctionality in a microbial community: A novel theoretical approach to quantify functional redundancy
  publication-title: Proceedings of the Royal Society B Biological Sciences
– volume: 37
  start-page: 112
  year: 2012
  end-page: 129
  article-title: Insights into the resistance and resilience of the soil microbial community
  publication-title: FEMS Microbiology Reviews
– volume: 42
  start-page: 1385
  year: 2010
  end-page: 1395
  article-title: Considering fungal:bacterial dominance in soils – Methods, controls, and ecosystem implications
  publication-title: Soil Biology and Biochemistry
– volume: 7
  start-page: 335
  year: 2010
  end-page: 336
  article-title: Qiime allows analysis of high‐throughput community sequencing data
  publication-title: Nature Methods
– volume: 34
  start-page: 1309
  year: 2002
  end-page: 1315
  article-title: The effects of long term nitrogen deposition on extracellular enzyme activity in an acer saccharum forest soil
  publication-title: Soil Biology and Biochemistry
– volume: 6
  start-page: 8159
  year: 2015
  article-title: The links between ecosystem multifunctionality and above‐ and belowground biodiversity are mediated by climate
  publication-title: Nature Communications
– volume: 90
  start-page: 42
  year: 2015
  end-page: 51
  article-title: Influence of 34‐years of fertilization on bacterial communities in an intensively cultivated black soil in northeast china
  publication-title: Soil Biology and Biochemistry
– volume: 11
  start-page: 1252
  year: 2008
  end-page: 1264
  article-title: Stoichiometry of soil enzyme activity at global scale
  publication-title: Ecology Letters
– volume: 23
  start-page: 627
  year: 2009
  end-page: 636
  article-title: Litter quality is in the eye of the beholder: Initial decomposition rates as a function of inoculum characteristics
  publication-title: Functional Ecology
– volume: 64
  start-page: 49
  year: 2013
  end-page: 57
  article-title: Linking biodiversity and ecosystem services: Current uncertainties and the necessary next steps
  publication-title: BioScience
– volume: 98
  start-page: 572
  year: 2011
  end-page: 592
  article-title: The functional role of producer diversity in ecosystems
  publication-title: American Journal of Botany
– volume: 112
  start-page: 8529
  year: 2015
  end-page: 8536
  article-title: Redesigning photosynthesis to sustainably meet global food and bioenergy demand
  publication-title: Proceedings of the National Academy of Sciences of the United States of America
– volume: 536
  start-page: 456
  year: 2016
  end-page: 459
  article-title: Biodiversity at multiple trophic levels is needed for ecosystem multifunctionality
  publication-title: Nature
– volume: 18
  start-page: 834
  year: 2015
  end-page: 843
  article-title: Land use intensification alters ecosystem multifunctionality via loss of biodiversity and changes to functional composition
  publication-title: Ecology letters
– volume: 12
  start-page: 1405
  year: 2009
  end-page: 1419
  article-title: Biodiversity in a complex world: Consolidation and progress in functional biodiversity research
  publication-title: Ecology Letters
– volume: 111
  start-page: 5266
  year: 2014
  end-page: 5270
  article-title: Soil biodiversity and soil community composition determine ecosystem multifunctionality
  publication-title: Proceedings of the National Academy of Sciences of the United States of America
– volume: 347
  start-page: 1259855
  year: 2015
  article-title: Planetary boundaries: Guiding human development on a changing planet
  publication-title: Science
– volume: 121
  start-page: 193
  year: 2007
  end-page: 195
  article-title: Biodiversity in agricultural landscapes: Investing without losing interest
  publication-title: Agriculture Ecosystems and Environment
– volume: 15
  start-page: 1230
  year: 2012
  end-page: 1239
  article-title: Abiotic drivers and plant traits explain landscape‐scale patterns in soil microbial communities
  publication-title: Ecology Letters
– volume: 19
  start-page: 249
  year: 2016
  end-page: 259
  article-title: Low multifunctional redundancy of soil fungal diversity at multiple scales
  publication-title: Ecology Letters
– volume: 75
  start-page: 7537
  year: 2009
  end-page: 7541
  article-title: Introducing mothur: Open‐source, platform‐independent, community‐supported software for describing and comparing microbial communities
  publication-title: Applied and Environmental Microbiology
– volume: 31
  start-page: 440
  year: 2016
  end-page: 452
  article-title: An underground revolution: Biodiversity and soil ecological engineering for agricultural sustainability
  publication-title: Trends in Ecology and Evolution
– volume: 17
  start-page: 157
  year: 2017
  article-title: The oral fungal mycobiome: Characteristics and relation to periodontitis in a pilot study
  publication-title: BMC Microbiology
– volume: 92
  start-page: 111
  year: 2016
  end-page: 118
  article-title: Substrate quality affects kinetics and catalytic efficiency of exo‐enzymes in rhizosphere and detritusphere
  publication-title: Soil Biology and Biochemistry
– volume: 6
  start-page: 771
  year: 2015
  article-title: Primer and platform effects on 16S rRNA tag sequencing
  publication-title: Frontiers in Microbiology
– volume: 91
  start-page: 1
  year: 2015
  end-page: 9
  article-title: Phylogenetic structure of soil bacterial communities predicts ecosystem functioning
  publication-title: FEMS Microbiol Ecology
– volume: 93
  start-page: 2533
  year: 2012
  article-title: Coverage‐based rarefaction and extrapolation: Standardizing samples by completeness rather than size
  publication-title: Ecology
– volume: 9
  start-page: 1177
  year: 2015
  end-page: 1194
  article-title: Distinct soil microbial diversity under long‐term organic and conventional farming
  publication-title: ISME Journal
– year: 2015
– volume: 8
  start-page: 368
  year: 2006
  end-page: 369
  article-title: Structural equation modeling natural systems
  publication-title: Fish and Fisheries
– volume: 2
  start-page: 618
  year: 2002
  end-page: 620
  article-title: Spagedi: A versatile computer program to analyse spatial genetic structure at the individual or population levels
  publication-title: Molecular Ecology Notes
– volume: 8
  start-page: 33
  year: 2002
  end-page: 50
  article-title: Modelling the effects of loss of soil biodiversity on ecosystem function
  publication-title: Global Change Biology
– volume: 45
  start-page: 5
  year: 2001
  end-page: 32
  article-title: Random forest
  publication-title: Machine Learning
– volume: 109
  start-page: 14
  year: 2017
  end-page: 22
  article-title: Dryland forest management alters fungal community composition and decouples assembly of root‐and soil‐associated fungal communities
  publication-title: Soil Biology and Biochemistry
– year: 2017
  article-title: Data from: Deciphering the associations between soil microbial diversity and ecosystem multifunctionality driven by long‐term fertilization management
  publication-title: Dryad Digital Repository
– volume: 27
  start-page: 2194
  year: 2011
  end-page: 2200
  article-title: Uchime improves sensitivity and speed of chimera detection
  publication-title: Bioinformatics
– volume: 86
  start-page: 71
  year: 2013
  end-page: 84
  article-title: Response of microbial communities to long‐term fertilization depends on their microhabitat
  publication-title: FEMS Microbial Ecology
– volume: 515
  start-page: 505
  year: 2014
  end-page: 511
  article-title: Belowground biodiversity and ecosystem functioning
  publication-title: Nature
– volume: 110
  start-page: 988
  year: 2013
  end-page: 993
  article-title: Conversion of the Amazon rainforest to agriculture results in biotic homogenization of soil bacterial communities
  publication-title: Proceedings of the National Academy of Sciences of the United States of America
– year: 2007
– volume: 112
  start-page: 911
  year: 2015
  end-page: 920
  article-title: Structure, variation, and assembly of the root‐associated microbiomes of rice
  publication-title: Proceedings of the National Academy of Sciences of the United States of America
– volume: 47
  start-page: 3214
  year: 2014
  end-page: 3230
  article-title: Review of soil classification and revision of China soil classification system
  publication-title: Scientia Agricultura Sinica
– volume: 443
  start-page: 989
  year: 2006
  end-page: 992
  article-title: Effects of biodiversity on the functioning of trophic groups and ecosystems
  publication-title: Nature
– volume: 36
  start-page: 267
  year: 2005
  end-page: 294
  article-title: Biodiversity–ecosystem function research: Is it relevant to conservation?
  publication-title: Annual Review of Ecology Evolution and Systematics
– volume: 90
  start-page: 204
  year: 2015
  end-page: 213
  article-title: Shifts in microbial diversity through land use intensity as drivers of carbon mineralization in soil
  publication-title: Soil Biology and Biochemistry
– volume: 69
  start-page: 395
  year: 2015
  end-page: 406
  article-title: Soil pH determines microbial diversity and composition in the park grass experiment
  publication-title: Microbiology Ecology
– volume: 43
  start-page: 1450
  year: 2011
  end-page: 1455
  article-title: The under‐recognized dominance of Verrucomicrobia in soil bacterial communities
  publication-title: Soil Biology and Biochemistry
– volume: 88
  start-page: 137
  year: 2015
  end-page: 147
  article-title: Soil bacterial phoD, gene abundance and expression in response to applied phosphorus and long‐term management
  publication-title: Soil Biology and Biochemistry
– volume: 26
  start-page: 1463
  year: 2010
  end-page: 1464
  article-title: Picante: R tools for integrating phylogenies and ecology
  publication-title: Bioinformatics
– volume: 51
  start-page: 746
  year: 2014
  end-page: 755
  article-title: Land‐use intensity and the effects of organic farming on biodiversity: A hierarchical meta‐analysis
  publication-title: Journal of Applied Ecology
– volume: 342
  start-page: 621
  year: 2013
  end-page: 624
  article-title: Reconstructing the microbial diversity and function of pre‐agricultural tallgrass prairie soils in the United States
  publication-title: Science
– volume: 110
  start-page: 10219
  year: 2013
  end-page: 1022
  article-title: Several scales of biodiversity affect ecosystem multifunctionality
  publication-title: Proceedings of the National Academy of Sciences of the United States of America
– volume: 8
  start-page: 23
  year: 2003
  end-page: 74
  article-title: Evaluating the fit of structural equation models: Tests of significance and descriptive goodness‐of‐fit measures
  publication-title: MPR‐Online
– volume: 335
  start-page: 214
  year: 2012
  end-page: 218
  article-title: Plant species richness and ecosystem multifunctionality in global drylands
  publication-title: Science
– volume: 435
  start-page: 819
  year: 2005
  end-page: 823
  article-title: Nitrogen transfer in the arbuscular mycorrhizal symbiosis
  publication-title: Nature
– volume: 412
  start-page: 72
  year: 2001
  end-page: 76
  article-title: Partitioning selection and complementarity in biodiversity experiments
  publication-title: Nature
– volume: 10
  start-page: 1135
  year: 2007
  article-title: Global analysis of nitrogen and phosphorus limitation of primary producers in freshwater, marine and terrestrial ecosystems
  publication-title: Ecology Letters
– volume: 15
  start-page: 579
  year: 2017
  end-page: 590
  article-title: Embracing the unknown: Disentangling the complexities of the soil microbiome
  publication-title: Nature Reviews Microbiology
– volume: 16
  start-page: 3083
  year: 2014
  end-page: 3094
  article-title: Soil aggregate stratification of nematodes and ammonia oxidizers affects nitrification in an acid soil
  publication-title: Environmental Microbiology
– volume: 306
  start-page: 1019
  year: 2004
  end-page: 1020
  article-title: Biodiversity effects on soil processes explained by interspecific functional dissimilarity
  publication-title: Science
– volume: 2
  start-page: 121
  year: 2006
  end-page: 128
  article-title: Phylogenetic diversity (pd) and biodiversity conservation: Some bioinformatics challenges
  publication-title: Evolutionary Bioinformatics Online
– volume: 304
  start-page: 1629
  year: 2004
  end-page: 1633
  article-title: Ecological linkages between aboveground and belowground biota
  publication-title: Science
– volume: 14
  start-page: 1156
  year: 2008
  end-page: 1168
  article-title: Microbial activity and soil respiration under nitrogen addition in Alaskan boreal forest
  publication-title: Global Change Biology
– volume: 27
  start-page: 2957
  year: 2011
  end-page: 2963
  article-title: Flash: Fast length adjustment of short reads to improve genome assemblies
  publication-title: Bioinformatics
– volume: 88
  start-page: 403
  year: 2015
  end-page: 413
  article-title: Soil conditions and land use intensification effects on soil microbial communities across a range of European field sites
  publication-title: Soil Biology and Biochemistry
– volume: 7
  start-page: 10541
  year: 2016
  article-title: Microbial diversity drives multifunctionality in terrestrial ecosystems
  publication-title: Nature Communications
– volume: 9
  start-page: 2211
  year: 2007
  end-page: 2219
  article-title: Decline of soil microbial diversity does not influence the resistance and resilience of key soil microbial functional groups following a model disturbance
  publication-title: Environmental Microbiology
– volume: 40
  start-page: 2137
  year: 2008
  end-page: 2145
  article-title: Suitability of enzyme activities for the monitoring of soil quality improvement in organic agricultural systems
  publication-title: Soil Biology and Biochemistry
– volume: 348
  start-page: 1261071
  year: 2015
  article-title: Soil science. Soil and human security in the 21st century
  publication-title: Science
– volume: 25
  start-page: 4660
  year: 2016
  end-page: 4673
  article-title: The active microbial diversity drives ecosystem multifunctionality and is physiologically related to carbon availability in Mediterranean semi‐arid soils
  publication-title: Molecular Ecology
– volume: 477
  start-page: 199
  year: 2011
  end-page: 202
  article-title: High plant diversity is needed to maintain ecosystem services
  publication-title: Nature
– volume: 30
  start-page: 1862
  year: 2016c
  end-page: 1873
  article-title: Relative importance of soil properties and microbial community for soil functionality: Insights from a microbial swap experiment
  publication-title: Functional Ecology
– year: 2013
– ident: e_1_2_9_47_1
  doi: 10.1046/j.1365-2486.2002.00425.x
– ident: e_1_2_9_63_1
  doi: 10.1073/pnas.1220333110
– ident: e_1_2_9_67_1
  doi: 10.1073/pnas.1220608110
– ident: e_1_2_9_86_1
  doi: 10.1126/science.1094875
– volume: 47
  start-page: 3214
  year: 2014
  ident: e_1_2_9_92_1
  article-title: Review of soil classification and revision of China soil classification system
  publication-title: Scientia Agricultura Sinica
– ident: e_1_2_9_27_1
  doi: 10.1111/j.1461-0248.2007.01113.x
– ident: e_1_2_9_76_1
  doi: 10.1111/j.1365-2435.2008.01515.x
– ident: e_1_2_9_19_1
  doi: 10.1890/13-0133.1
– ident: e_1_2_9_78_1
  doi: 10.1111/mec.13010
– ident: e_1_2_9_49_1
  doi: 10.1016/j.agee.2006.12.011
– ident: e_1_2_9_83_1
  doi: 10.1111/1365-2664.12219
– ident: e_1_2_9_22_1
  doi: 10.1111/1365-2745.12585
– ident: e_1_2_9_29_1
  doi: 10.1038/nrmicro.2017.87
– ident: e_1_2_9_39_1
  doi: 10.1038/ismej.2014.210
– ident: e_1_2_9_80_1
  doi: 10.1016/j.soilbio.2015.06.012
– volume: 26
  start-page: 563
  year: 1997
  ident: e_1_2_9_14_1
  article-title: Biodiversity and ecosystem functioning in soil
  publication-title: BioScience
– volume: 8
  start-page: 368
  year: 2006
  ident: e_1_2_9_35_1
  article-title: Structural equation modeling natural systems
  publication-title: Fish and Fisheries
– ident: e_1_2_9_72_1
  doi: 10.1111/j.1461-0248.2008.01245.x
– ident: e_1_2_9_65_1
  doi: 10.1186/s12866-017-1064-9
– ident: e_1_2_9_15_1
  doi: 10.1038/nmeth.f.303
– ident: e_1_2_9_20_1
  doi: 10.1890/11-1952.1
– ident: e_1_2_9_26_1
  doi: 10.1073/pnas.1414592112
– ident: e_1_2_9_31_1
  doi: 10.1126/science.1243768
– ident: e_1_2_9_13_1
  doi: 10.1038/ismej.2010.130
– ident: e_1_2_9_85_1
  doi: 10.1073/pnas.1320054111
– ident: e_1_2_9_91_1
  doi: 10.4236/jbm.2015.36004
– ident: e_1_2_9_62_1
  doi: 10.1073/pnas.1424031112
– ident: e_1_2_9_94_1
  doi: 10.1016/j.soilbio.2015.07.005
– ident: e_1_2_9_75_1
  doi: 10.1126/science.1259855
– ident: e_1_2_9_89_1
  doi: 10.1111/1462-2920.13098
– ident: e_1_2_9_44_1
– ident: e_1_2_9_18_1
  doi: 10.1038/nmicrobiol.2016.242
– ident: e_1_2_9_34_1
  doi: 10.1038/nature03610
– ident: e_1_2_9_36_1
  doi: 10.1111/j.1574-6976.2012.00343.x
– ident: e_1_2_9_68_1
  doi: 10.1016/S0038-0717(02)00074-3
– ident: e_1_2_9_70_1
  doi: 10.1073/pnas.0810193105
– ident: e_1_2_9_84_1
  doi: 10.1111/j.1461-0248.2012.01844.x
– ident: e_1_2_9_87_1
  doi: 10.1111/j.1462-2920.2007.01335.x
– ident: e_1_2_9_3_1
  doi: 10.1111/j.1365-2486.2008.01549.x
– ident: e_1_2_9_38_1
  doi: 10.1046/j.1471-8286.2002.00305.x
– ident: e_1_2_9_61_1
  doi: 10.1111/1574-6941.12092
– ident: e_1_2_9_6_1
  doi: 10.1093/biosci/bit003
– year: 2017
  ident: e_1_2_9_56_1
  article-title: Data from: Deciphering the associations between soil microbial diversity and ecosystem multifunctionality driven by long‐term fertilization management
  publication-title: Dryad Digital Repository
– ident: e_1_2_9_30_1
  doi: 10.1073/pnas.0507535103
– ident: e_1_2_9_37_1
  doi: 10.1016/j.agee.2007.08.003
– ident: e_1_2_9_60_1
  doi: 10.1111/ele.12560
– ident: e_1_2_9_24_1
  doi: 10.1038/ncomms10541
– ident: e_1_2_9_71_1
  doi: 10.1128/AEM.01541-09
– ident: e_1_2_9_50_1
  doi: 10.1111/1462-2920.12339
– ident: e_1_2_9_32_1
  doi: 10.1016/j.soilbio.2015.04.014
– volume-title: ea‐utils: Command‐line tools for processing biological sequencing data
  year: 2011
  ident: e_1_2_9_5_1
– ident: e_1_2_9_40_1
  doi: 10.1007/s11368-009-0120-y
– ident: e_1_2_9_41_1
  doi: 10.1126/science.1101865
– ident: e_1_2_9_51_1
  doi: 10.1038/ncomms9159
– ident: e_1_2_9_2_1
  doi: 10.1111/ele.12469
– ident: e_1_2_9_46_1
  doi: 10.1111/2041-210X.12613
– ident: e_1_2_9_9_1
  doi: 10.1016/j.tree.2016.02.016
– ident: e_1_2_9_73_1
  doi: 10.1038/nature19092
– ident: e_1_2_9_43_1
  doi: 10.1111/j.1461-0248.2009.01388.x
– ident: e_1_2_9_4_1
  doi: 10.1126/science.1261071
– ident: e_1_2_9_79_1
  doi: 10.1016/j.soilbio.2015.08.010
– ident: e_1_2_9_55_1
  doi: 10.1038/35083573
– ident: e_1_2_9_12_1
  doi: 10.1023/A:1010933404324
– ident: e_1_2_9_93_1
  doi: 10.1016/j.soilbio.2017.01.024
– ident: e_1_2_9_82_1
  doi: 10.1111/gcb.12752
– ident: e_1_2_9_7_1
  doi: 10.1038/nature13855
– ident: e_1_2_9_53_1
  doi: 10.1128/AEM.00335-09
– ident: e_1_2_9_77_1
  doi: 10.1016/j.soilbio.2010.05.007
– ident: e_1_2_9_11_1
  doi: 10.1073/pnas.1413707111
– ident: e_1_2_9_23_1
  doi: 10.1111/1365-2435.12674
– ident: e_1_2_9_64_1
  doi: 10.1093/femsec/fiv031
– ident: e_1_2_9_57_1
  doi: 10.1126/science.1215442
– ident: e_1_2_9_81_1
  doi: 10.3389/fmicb.2015.00771
– ident: e_1_2_9_90_1
  doi: 10.1007/s00248-014-0530-2
– ident: e_1_2_9_21_1
  doi: 10.1016/j.soilbio.2009.02.029
– ident: e_1_2_9_52_1
  doi: 10.1093/bioinformatics/btq166
– ident: e_1_2_9_16_1
  doi: 10.3732/ajb.1000364
– ident: e_1_2_9_48_1
  doi: 10.1038/nature10282
– ident: e_1_2_9_54_1
  doi: 10.1016/j.soilbio.2015.09.020
– ident: e_1_2_9_66_1
  doi: 10.1890/10-0426.1
– ident: e_1_2_9_74_1
  doi: 10.1146/annurev.ecolsys.36.102003.152636
– ident: e_1_2_9_10_1
  doi: 10.1016/j.soilbio.2011.03.012
– ident: e_1_2_9_28_1
  doi: 10.1177/117693430600200007
– ident: e_1_2_9_88_1
  doi: 10.1596/978-0-8213-6807-7
– ident: e_1_2_9_17_1
  doi: 10.1038/nature05202
– volume: 8
  start-page: 23
  year: 2003
  ident: e_1_2_9_69_1
  article-title: Evaluating the fit of structural equation models: Tests of significance and descriptive goodness‐of‐fit measures
  publication-title: MPR‐Online
– ident: e_1_2_9_8_1
  doi: 10.1111/mec.13783
– ident: e_1_2_9_42_1
  doi: 10.1111/1574-6941.12436
– ident: e_1_2_9_59_1
  doi: 10.1098/rspb.2013.2498
– ident: e_1_2_9_33_1
  doi: 10.1016/j.soilbio.2008.03.023
– ident: e_1_2_9_25_1
  doi: 10.1093/bioinformatics/btr381
– ident: e_1_2_9_45_1
– ident: e_1_2_9_58_1
  doi: 10.1093/bioinformatics/btr507
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Snippet An increasing number of studies indicate that microbial diversity plays a crucial role in the mediation of ecosystem multifunctionality (EMF) in natural...
An increasing number of studies indicate that microbial diversity plays a crucial role in the mediation of ecosystem multifunctionality ( EMF ) in natural...
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SubjectTerms Agricultural ecosystems
Agricultural land
Agricultural management
agricultural soils
agroecosystems
Arable land
arable soils
China
climate
Communities
Data processing
Ecosystem management
ecosystem multifunctionality
ECOSYSTEMS ECOLOGY
Electromagnetic fields
Environmental changes
Enzymatic activity
enzymatic patterns
Enzyme activity
Enzymes
Exploitation
Fertilization
long‐term fertilization management
Low frequency
Mathematical models
Microbial activity
microbial diversity
Microorganisms
monsoon season
Physiochemistry
Redundancy
scanning electron microscopy
soil aggregation
Soil management
soil microorganisms
Soil properties
Structural equation modeling
structural equation modelling
Title Deciphering the associations between soil microbial diversity and ecosystem multifunctionality driven by long-term fertilization management
URI https://www.jstor.org/stable/48582674
https://onlinelibrary.wiley.com/doi/abs/10.1111%2F1365-2435.13039
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Volume 32
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