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A Trait-Based Approach for Understanding Changes in Carbon Sequestration in Semi-Arid Grassland During Succession

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Abstract

Plant functional traits shape many ecosystem processes, including carbon sequestration in vegetation and soil. The shifts of trait-based indices can reflect changes in plant resource-use strategies during successional processes. The aim of this study was to determine how plant functional diversity affects carbon sequestration during secondary succession in semi-arid grassland, and how the limiting environmental factor (that is, soil water) affects these processes. We investigated 16 plots at three sites with different stand ages and climate conditions in the semi-arid area of the Loess Plateau, China. We measured the key plant functional traits: plant height; leaf dry matter content (LDMC); specific leaf area (SLA); leaf carbon (LC), nitrogen (LN), and phosphorus contents (LP); and ecosystem carbon components: aboveground biomass (AGB); root biomass (RB); and soil organic carbon stock (SOC). The community weighted mean (CWM) of LDMC increased and SLA and LN decreased with stand age at a wetter site, indicating that plants’ resource-use strategy might shift from acquisition to conservation during succession. The exception of the shifting of CWM_SLA deviated from the general trend during succession can be attributed to the appearance of slow-growing species in the early successional stage at a drier site. The structural equation models (SEM) showed that stand age, soil water content (SWC) and functional diversity indices accounted for 55.7%, 53.2%, and 56.5% of variations in AGB, RB, and SOC during succession, respectively. The interplays of stand age and SWC were regulated by functional diversity indices, especially the CWMs of plant height and SLA, functional variance (FDvar) of plant height and functional evenness (FEve). Carbon stocks accumulated faster at wetter sites. Our results indicate that the mass ratio and niche complementary hypotheses are not contradictory in explaining relationships between community functional diversity and ecosystem carbon stocks during the restoration of semi-arid grasslands, and that SWC affects the progress of succession and carbon sequestration.

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References

  • Ali A, Lohbeck M, Yan ER. 2018. Forest strata-dependent functional evenness explains whole-community aboveground biomass through opposing mechanisms. Forest Ecology and Management 424:439–447.

    Article  Google Scholar 

  • An H, Shangguan Z. 2014. Generality of leaf traits relationships of dominant species along the secondary succession in the Loess Plateau of China. African Journal of Biotechnology 11:1624–1631.

    Google Scholar 

  • Bakker MA, Carreño-Rocabado G, Poorter L. 2011. Leaf economics traits predict litter decomposition of tropical plants and differ among land use types. Functional Ecology 25:473–483.

    Article  Google Scholar 

  • Bhaskar R, Dawson TE, Balvanera P. 2014. Community assembly and functional diversity along succession post-management. Functional Ecology 28:1256–1265.

    Article  Google Scholar 

  • Bing Liu WZ, Liu Zhiling, Yang Yuting, Luo Weicheng, Zhou Hai, Zhang Yongyong. 2015. Changes in species diversity, aboveground biomass, and vegetation cover along an afforestation successional gradient in a semiarid desert steppe of China. Ecological Engineering 81:301–311.

    Article  Google Scholar 

  • Buzzard V, Hulshof CM, Birt T, Violle C, Enquist BJ. 2016. Re-growing a tropical dry forest: functional plant trait composition and community assembly during succession. Functional Ecology 51:11701–11704.

    Google Scholar 

  • Byrne KM, Lauenroth WK, Adler PB. 2013. Contrasting effects of precipitation manipulations on production in two sites within the Central Grassland Region, USA. Ecosystems 16:1039–1051.

    Article  Google Scholar 

  • Cardinale BJ, Srivastava DS, Duffy JE, Wright JP, Downing AL, Sankaran M, Jouseau C. 2006. Effects of biodiversity on the functioning of trophic groups and ecosystems. Nature 443:989–992.

    Article  CAS  PubMed  Google Scholar 

  • Cardinale BJ, Wright JP, Cadotte MW, Carroll IT, Hector A, Srivastava DS, Loreau M, Weis JJ. 2007. Impacts of plant diversity on biomass production increase through time because of species complementarity. Proceedings of the National Academy of Sciences 104:18123–18128.

    Article  CAS  Google Scholar 

  • Casanoves F, Pla L, Rienzo JAD, Díaz S. 2011. FDiversity: a software package for the integrated analysis of functional diversity. Methods in Ecology & Evolution 2:233–237.

    Article  Google Scholar 

  • Chanteloup P, Bonis A. 2013. Functional diversity in root and above-ground traits in a fertile grassland shows a detrimental effect on productivity. Basic and Applied Ecology 14:208–216.

    Article  Google Scholar 

  • Conradi T, Kollmann J. 2016. Species pools and environmental sorting control different aspects of plant diversity and functional trait composition in recovering grasslands. Journal of Ecology 104:1314–1325.

    Article  Google Scholar 

  • Conti G, Díaz S. 2013. Plant functional diversity and carbon storage—an empirical test in semi-arid forest ecosystems. Journal of Ecology 101:18–28.

    Article  CAS  Google Scholar 

  • Cramer VA, Hobbs RJ, Standish RJ. 2008. What’s new about old fields? Land abandonment and ecosystem assembly. Trends in Ecology & Evolution 23:104–112.

    Article  Google Scholar 

  • Dana ED, Mota JF. 2006. Vegetation and soil recovery on gypsum outcrops in semi-arid Spain. Journal of Arid Environments 65:444–459.

    Article  Google Scholar 

  • De Deyn GB, Cornelissen JHC, Bardgett RD. 2008. Plant functional traits and soil carbon sequestration in contrasting biomes. Ecology Letters 11:516.

    Article  PubMed  Google Scholar 

  • Deng L, Sweeney S, Shangguan Z. 2014. Long-term effects of natural enclosure: carbon stocks, sequestration rates and potential for grassland ecosystems in the Loess Plateau. Clean-Soil Air Water 42:617–625.

    Article  CAS  Google Scholar 

  • Denis V, Bill S, Eric G. 2006. A structural equation model to integrate changes in functional strategies during old-field succession. Ecology 87:504–517.

    Article  Google Scholar 

  • Díaz S, Lavorel S, De BF, Quétier F, Grigulis K, Robson TM. 2007. Incorporating plant functional diversity effects in ecosystem service assessments. Proceedings of the National Academy of Sciences of the United States of America 104:20684–20689.

    Article  PubMed  PubMed Central  Google Scholar 

  • Douma JC, Haan MWAD, Aerts R, Witte JPM, Bodegom PMV. 2012. Succession-induced trait shifts across a wide range of NW European ecosystems are driven by light and modulated by initial abiotic conditions. Journal of Ecology 100:366–380.

    Article  Google Scholar 

  • Du F, Shan L, Zongsuo L. 2005. Studies on vegetation succession of abandoned arable land in Loess Hilly Regions of Northern of Shaanxi Province—analyses of community composition and structure. Acta Agrestia Ainica 13:140-143+158.

    Google Scholar 

  • Du F, Xu X, Zhang X, Shao M, Liang Z, Shan L. 2008. The ordination of abandoned old-field communities and secondary succession rate, successional divergence or convergence in the Loess Hilly Region of Northern Shaanxi Province. Acta Ecologica Sinica 28:5418–5427.

    CAS  Google Scholar 

  • Everwand G, Fry EL, Eggers T, Manning P. 2014. Seasonal variation in the capacity for plant trait measures to predict grassland carbon and water fluxes. Ecosystems 17:1095–1108.

    Article  CAS  Google Scholar 

  • Fornara DA, Tilman D. 2008. Plant functional composition influences rates of soil carbon and nitrogen accumulation. Journal of Ecology 96:314–322.

    Article  CAS  Google Scholar 

  • Gabarrón-Galeote MA, Trigalet S, van Wesemael B. 2015a. Effect of land abandonment on soil organic carbon fractions along a Mediterranean precipitation gradient. Geoderma 249–250:69–78.

    Article  CAS  Google Scholar 

  • Gabarrón-Galeote MA, Trigalet S, Wesemael BV. 2015b. Soil organic carbon evolution after land abandonment along a precipitation gradient in southern Spain. Agriculture Ecosystems & Environment 199:114–123.

    Article  Google Scholar 

  • Garcia-Palacios P, Maestre FT, Milla R. 2013. Community-aggregated plant traits interact with soil nutrient heterogeneity to determine ecosystem functioning. Plant and Soil 364:119–129.

    Article  CAS  Google Scholar 

  • Garnier E, Cortez J, Billès G, Navas ML, Roumet C, Debussche M, Laurent G, Blanchard A, Aubry D, Bellmann A. 2004. Plant functional markers capture ecosystem properties during secondery succession. Ecology 85:2630–2637.

    Article  Google Scholar 

  • Grime JP. 1998. Benefits of plant diversity to ecosystems: immediate, filter and founder effects. Journal of Ecology 86:902–910.

    Article  Google Scholar 

  • Guzman JG, Alkaisi MM. 2009. Soil carbon dynamics and carbon budget of newly reconstructed Tall-grass Prairies in South Central Iowa. Journal of Environmental Quality 39:136–146.

    Article  PubMed  CAS  Google Scholar 

  • Hillebrand H, Bennett DM, Cadotte MW. 2008. Consequences of dominance: a review of evenness effects on local and regional ecosystem processes. Ecology 89:1510–1520.

    Article  PubMed  Google Scholar 

  • Jing G, Cheng J, Su J, Wei L, Hu T, Li W. 2019. Community-weighted mean traits play crucial roles in driving ecosystem functioning along long-term grassland restoration gradient on the Loess Plateau of China. Journal of Arid Environments 165:97–105.

    Article  Google Scholar 

  • Kahmen S, Poschlod P. 2004. Plant functional trait responses to grassland succession over 25 years. Journal of Vegetation Science 15:21–32.

    Article  Google Scholar 

  • Kardol P, Souza L, Classen AT. 2013. Resource availability mediates the importance of priority effects in plant community assembly and ecosystem function. Oikos 122:84–94.

    Article  Google Scholar 

  • Kazakou E, Vile D, Shipley B, Gallet C, Garnier E. 2006. Co-variations in litter decomposition, leaf traits and plant growth in species from a Mediterranean old-field succession. Functional Ecology 20:21–30.

    Article  Google Scholar 

  • Kelemen A, Tothmeresz B, Valko O, Miglecz T, Deak B, Torok P. 2017. New aspects of grassland recovery in old-fields revealed by trait-based analyses of perennial-crop-mediated succession. Ecology and Evolution 7:2432–2440.

    Article  PubMed  PubMed Central  Google Scholar 

  • Köchy M, Wilson SD. 2004. Semiarid grassland responses to short-term variation in water availability. Plant Ecology 174:197–203.

    Article  Google Scholar 

  • Lasky JR, María U, Boukili VK, Erickson DL, John Kress W, Chazdon RL. 2014. The relationship between tree biodiversity and biomass dynamics changes with tropical forest succession. Ecology Letters 17:1158–1167.

    Article  PubMed  Google Scholar 

  • Lavorel S, Garnier E. 2002. Predicting changes in community composition and ecosystem functioning from plant traits: revisiting the Holy Grail. Functional Ecology 16:545–556.

    Article  Google Scholar 

  • Lavorel S, Grigulis K, Mcintyre S, Williams NSG, Garden D, Dorrough J, Berman S, Quétier F, Thébault A, Bonis A. 2008. Assessing functional diversity in the field—methodology matters. Functional Ecology 22:134–147.

    Google Scholar 

  • Lei D, Zhou-Ping S, Sandra S, Ben BL. 2013. Changes in soil carbon and nitrogen following land abandonment of Farmland on the Loess Plateau, China. PLoS ONE 8:e71923.

    Article  Google Scholar 

  • Li SP, Cadotte MW, Meiners SJ, Hua ZS, Jiang L, Shu WS. 2015. Species colonisation, not competitive exclusion, drives community overdispersion over long-term succession. Ecology Letters 18:964–973.

    Article  PubMed  Google Scholar 

  • Lipson DA, Kuske CR, Gallegos-Graves LV, Oechel WC. 2014. Elevated atmospheric CO2 stimulates soil fungal diversity through increased fine root production in a semiarid shrubland ecosystem. Global Change Biology 20:2555–2565.

    Article  PubMed  Google Scholar 

  • Mason NWH, Setälä H. 2005. Functional richness, functional evenness and functional divergence: the primary components of functional diversity. Oikos 111:112–118.

    Article  Google Scholar 

  • Mason NWH, MacGillivray K, Steel JB, Wilson JB. 2003. An index of functional diversity. Journal of Vegetation Science 14:571–578.

    Article  Google Scholar 

  • Milcu A, Roscher C, Gessler A, Bachmann D, Gockele A, Guderle M, Landais D, Piel C, Escape C, Devidal S. 2014. Functional diversity of leaf nitrogen concentrations drives grassland carbon fluxes. Ecology Letters 17:435–444.

    Article  PubMed  Google Scholar 

  • Mouillot D, Villéger S, Scherer-Lorenzen M, Mason NW. 2011. Functional structure of biological communities predicts ecosystem multifunctionality. PLoS ONE 6:e17476.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Navas M-L, Roumet C, Bellmann A, Laurent G, Garnier E. 2010. Suites of plant traits in species from different stages of a Mediterranean secondary succession. Plant Biology 12:183–196.

    Article  CAS  PubMed  Google Scholar 

  • O'Brien SL, Jastrow JD, Grimley DA, Gonzalez-Meler MA. 2010. Moisture and vegetation controls on decadal-scale accrual of soil organic carbon and total nitrogen in restored grasslands. Global Change Biology 16: 0–0.

  • Ohtsuka T, Shizu Y, Nishiwaki A, Yashiro Y, Koizumi H. 2010. Carbon cycling and net ecosystem production at an early stage of secondary succession in an abandoned coppice forest. Journal of Plant Research 123:393–401.

    Article  CAS  PubMed  Google Scholar 

  • Pérez-Harguindeguy N, Díaz S, Garnier E, Lavorel S, Poorter H, Jaureguiberry P, Bretharte MS, Cornwell WK, Craine JM, Gurvich DE. 2013. New handbook for standardised measurement of plant functional traits worldwide. Australian Journal of Botany 61:167–234.

    Article  Google Scholar 

  • Pickett ST, Meiners SJ, Cadenasso ML. 2011. Domain and Propositions of Succession Theory. Chicago, IL, USA: The University of Chicago Press. pp 185–218.

    Google Scholar 

  • Polley H, Wilsey B, Derner J, Johnson H, Sanabria J. 2010. Early-successional plants regulate grassland productivity and species composition: a removal experiment. Oikos 113:287–295.

    Article  Google Scholar 

  • Reichmann LG, Sala OE. 2014. Differential sensitivities of grassland structural components to changes in precipitation mediate productivity response in a desert ecosystem. Functional Ecology 28:1292–1298.

    Article  Google Scholar 

  • Roscher C, Schumacher J, Lipowsky A, Gubsch M, Weigelt A, Pompe S, Kolle O, Buchmann N, Schmid B, Schulze ED. 2013. A functional trait-based approach to understand community assembly and diversity–productivity relationships over 7 years in experimental grasslands. Perspectives in Plant Ecology Evolution & Systematics 15:139–149.

    Article  Google Scholar 

  • Rosenfield MF, Muller SC. 2020. Plant traits rather than species richness explain ecological processes in subtropical forests. Ecosystems 23:52–66.

    Article  Google Scholar 

  • Schwartz MW, Brigham CA, Hoeksema JD, Lyons KG, Mills MH, Mantgem PJV. 2000. Linking biodiversity to ecosystem function: implications for conservation ecology. Oecologia 122:297–305.

    Article  CAS  PubMed  Google Scholar 

  • Schwartz E, Adair KL, Schuur EA. 2007. Bacterial community structure correlates with decomposition parameters along a Hawaiian precipitation gradient. Soil Biology & Biochemistry 39:2164–2167.

    Article  CAS  Google Scholar 

  • Shi Y, Wang Y, Ma Y, Ma W, He JS. 2014. Field-based observations of regional-scale, temporal variation in net primary production in Tibetan alpine grasslands. Biogeosciences Discussions 11:16843–16878.

    Google Scholar 

  • Sonkoly J, Kelemen A, Valko O, Deak B, Kiss R, Toth K, Miglecz T, Tothmeresz B, Torok P. 2019. Both mass ratio effects and community diversity drive biomass production in a grassland experiment. Scientific Reports 9:10.

    Article  CAS  Google Scholar 

  • Suter M, Edwards PJ. 2013. Convergent succession of plant communities is linked to species’ functional traits. Perspectives in Plant Ecology Evolution & Systematics 15:217–225.

    Article  Google Scholar 

  • Targetti S, Messeri A, Staglianò N, Argenti G, Hermy M. 2013. Leaf functional traits for the assessment of succession following management in semi-natural grasslands: a case study in the North Apennines, Italy. Applied Vegetation Science 16:325–332.

    Article  Google Scholar 

  • Tilman D. 1990. Constraints and tradeoffs—toward a predictive theory of competition and succession. Oikos 58:3–15.

    Article  Google Scholar 

  • Tomiolo S, van der Putten WH, Tielboerger K. 2015. Separating the role of biotic interactions and climate in determining adaptive response of plants to climate change. Ecology 96:1298–1308.

    Article  PubMed  Google Scholar 

  • Torok P, Matus G, Toth E, Papp M, Kelemen A, Sonkoly J, Tothmeresz B. 2018. Both trait-neutrality and filtering effects are validated by the vegetation patterns detected in the functional recovery of sand grasslands. Scientific Reports 8:1–10.

    Article  CAS  Google Scholar 

  • van de Voorde TFJ, van der Putten WH, Bezemer TM. 2011. Intra- and interspecific plant-soil interactions, soil legacies and priority effects during old-field succession. Journal of Ecology 99:945–953.

    Article  Google Scholar 

  • Villeger S, Mason NWH, Mouillot D. 2008. New multidimensional functional diversity indices for a multifaceted framework in functional ecology. Ecology 89:2290–2301.

    Article  PubMed  Google Scholar 

  • Wang B, Liu GB, Xue S, Zhu B. 2011. Changes in soil physico-chemical and microbiological properties during natural succession on abandoned farmland in the Loess Plateau. Environmental Earth Sciences 62:915–925.

    Article  CAS  Google Scholar 

  • Wang Z, Luo T, Li R, Tang Y, Du M. 2013. Causes for the unimodal pattern of biomass and productivity in alpine grasslands along a large altitudinal gradient in semi-arid regions. Journal of Vegetation Science 24:189–201.

    Article  Google Scholar 

  • Westoby M, Falster DS, Moles AT, Vesk PA, Wright IJ. 2002. Plant ecological strategies: some leading dimensions of variation between species. Annual Review of Ecology and Systematics 33:125–159.

    Article  Google Scholar 

  • Wright IJ, Reich PB, Westoby M, Ackerly DD, Baruch Z, Bongers F, Cavenderbares J, Chapin T, Cornelissen JH, Diemer M. 2004. The worldwide leaf economics spectrum. Nature 428:821–827.

    Article  CAS  PubMed  Google Scholar 

  • Xia JZ, Liu SG, Liang SL, Chen Y, Xu WF, Yuan WP. 2014. Spatio-temporal patterns and climate variables controlling of biomass carbon stock of global grassland ecosystems from 1982 to 2006. Remote Sensing 6:1783–1802.

    Article  Google Scholar 

  • Zhang Q, Buyantuev A, Li FY, Jiang L, Niu JM, Ding Y, Kang S, Ma WJ. 2017. Functional dominance rather than taxonomic diversity and functional diversity mainly affects community aboveground biomass in the Inner Mongolia grassland. Ecology and Evolution 7:1605–1615.

    Article  PubMed  PubMed Central  Google Scholar 

  • Zhu Y, Shao M. 2008. Variability and pattern of surface moisture on a small-scale hillslope in Liudaogou catchment on the northern Loess Plateau of China. Geoderma 147:185–191.

    Article  Google Scholar 

  • Zhu H, Fu B, Wang S, Zhu L, Zhang L, Jiao L, Wang C. 2015. Reducing soil erosion by improving community functional diversity in semi-arid grasslands. Journal of Applied Ecology 52:1063–1072.

    Article  Google Scholar 

  • Zhu JT, Jiang L, Zhang YJ. 2016. Relationships between functional diversity and aboveground biomass production in the Northern Tibetan alpine grasslands. Scientific Reports 6:8.

    CAS  Google Scholar 

  • Zobel M. 2016. The species pool concept as a framework for studying patterns of plant diversity. Journal of Vegetation Science 27:8–18.

    Article  Google Scholar 

  • Zuo X, Zhou X, Lv P, Zhao X, Zhang J, Wang S, Yue X. 2016a. Testing associations of plant functional diversity with carbon and nitrogen storage along a restoration gradient of Sandy Grassland. Frontiers in Plant Science 7:189.

    Article  PubMed  PubMed Central  Google Scholar 

  • Zuo XA, Wang SK, Lv P, Zhou X, Zhao XY, Zhang TH, Zhang J. 2016b. Plant functional diversity enhances associations of soil fungal diversity with vegetation and soil in the restoration of semiarid sandy grassland. Ecology and Evolution 6:318–328.

    Article  PubMed  Google Scholar 

  • Zuo X, Jing Z, Peng L, Wang S, Yang Y, Yue X, Xin Z, Li Y, Min C, Jie L. 2018. Effects of plant functional diversity induced by grazing and soil properties on above- and belowground biomass in a semiarid grassland. Ecological Indicators 93:555–561.

    Article  CAS  Google Scholar 

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Acknowledgements

This work was supported by the National Natural Science Foundation of China (NSFC) (41991230) and the National Key Research & Development Program of China (2017YFA0604702). We sincerely thank Chenghuan Zhang and Yu Zhao for conducting field work. We thank Jennifer Smith, PhD, from Liwen Bianji, Edanz Group China (www.liwenbianji.cn/ac), for editing the English text of a draft of this manuscript.

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Correspondence to Nan Lu.

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NL and MYW conceived the questions and designed the study; MYW and NNA set up the experiment, MYW collected and analyzed the data; MYW, NL and BJF led the writing of the manuscript. All authors contributed to successive drafts and gave final approval for publication.

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Wang, M., Lu, N., An, N. et al. A Trait-Based Approach for Understanding Changes in Carbon Sequestration in Semi-Arid Grassland During Succession. Ecosystems 25, 155–171 (2022). https://doi.org/10.1007/s10021-021-00646-4

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