Skip to main content

Advertisement

Log in

Taxonomic identity, phylogeny, climate and soil fertility as drivers of leaf traits across Chinese grassland biomes

  • JPR Symposium
  • Carbon cycle process in East Asia
  • Published:
Journal of Plant Research Aims and scope Submit manuscript

Abstract

Although broad-scale inter-specific patterns of leaf traits are influenced by climate, soil, and taxonomic identity, integrated assessments of these drivers remain rare. Here, we quantify these drivers in a field study of 171 plant species in 174 sites across Chinese grasslands, including the Tibetan Plateau, Inner Mongolia, and Xinjiang. General linear models were used to partition leaf trait variation. Of the total variation in leaf traits, on average 27% is due to taxonomic or phylogenetic differences among species within sites (pure species effect), 29% to variation among sites within species (pure site effect), 38% to joint effects of taxonomic and environmental factors (shared effect), and 6.2% to within-site and within-species variation. Examining the pure site effect, climate explained 7.8%, soil explained 7.4%, and climate and soil variables together accounted for 11%, leaving 18% of the inter-site variation due to factors other than climate or soil. The results do not support the hypothesis that soil fertility is the “missing link” to explain leaf trait variation unexplained by climatic factors. Climate- and soil-induced leaf adaptations occur mostly among species, and leaf traits vary little within species in Chinese grassland plants, despite strongly varying climate and soil conditions.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

References

  • Aerts R, Chapin FS III (2000) The mineral nutrition of wild plants revisited: a re-evaluation of processes and patterns. Adv Ecol Res 30:1–67

    Article  CAS  Google Scholar 

  • Angiosperm Phylogeny Group (2003) An update of the Angiosperm Phylogeny Group classification for the orders and families of flowering plants: APG II. Bot J Linn Soc 141:399–436

    Article  Google Scholar 

  • Borcard D, Legendre P, Drapeau P (1992) Partialling out the spatial component of ecological variation. Ecology 73:1045–1055

    Article  Google Scholar 

  • Bowman RA (1988) A rapid method to determine total phosphorus in soils. Soil Sci Soc Am J 52:1580–1585

    Google Scholar 

  • Campbell GS, Norman JM (1998) An introduction to environmental biophysics. Springer, New York

    Google Scholar 

  • Castro-Díez P, Puyravaud JP, Cornelissen JHC (2000) Leaf structure and anatomy as related to leaf mass per area variation in seedlings of a wide range of woody plant species and types. Oecologia 124:476–486

    Article  Google Scholar 

  • Chapin FS III (1980) The mineral nutrition of wild plants. Annu Rev Ecol Syst 11:233–260

    Article  CAS  Google Scholar 

  • Craine JM, Lee WG, Bond WJ, Williams RJ, Johnson LC (2005) Environmental constraints on a global relationship among leaf and root traits of grasses. Ecology 86:12–19

    Article  Google Scholar 

  • Crisp MD, Arroyo MTK, Cook LG, Gandolfo MA, Jordan GJ, McGlone MS, Weston PH, Westoby M, Wilf P, Linder HP (2009) Phylogenetic biome conservatism on a global scale. Nature 458:754–756

    Article  CAS  PubMed  Google Scholar 

  • Díaz S, Lavorel S, McIntyre S, Falczuk V, Casanoves F, Milchunas DG, Skarpe C, Rusch G, Sternberg M, Noy-Meir I, Landsberg J, Zhang W, Clark H, Campbell BD (2007) Plant trait responses to grazing—a global synthesis. Glob Change Biol 13:313–341

    Article  Google Scholar 

  • Garnier E, Salager J-L, Laurent GLS (1999) Relationships between photosynthesis, nitrogen and leaf structure in 14 grass species and their dependence on the basis of expression. New Phytol 143:119–129

    Article  Google Scholar 

  • Garnier E, Lavorel S, Ansquer P, Castro H, Cruz P, Dolezal J, Eriksson O, Fortunel C, Freitas H, Golodets C, Grigulis K, Jouany C, Kazakou E, Kigel J, Kleyer M, Lehsten V, Lepš J, Meier T, Pakeman R, Papadimitriou M, Papanastasis VP, Quested H, Quétier F, Robson M, Roumet C, Rusch G, Skarpe C, Sternberg M, Theau JP, Thébault A, Vile D, Zarovali MP (2007) Assessing the effects of land-use change on plant traits, communities and ecosystem functioning in grasslands: a standardized methodology and lessons from an application to 11 European sites. Ann Bot 99:967–985

    Article  PubMed  Google Scholar 

  • Grime JP (1979) Plant strategies and vegetation processes. Wiley, Chichester

    Google Scholar 

  • He J-S, Fang JY, Wang ZH, Guo D, Flynn DFB, Geng Z (2006a) Stoichiometry and large-scale patterns of leaf carbon and nitrogen in the grassland biomes of China. Oecologia 149:115–122

    Article  PubMed  Google Scholar 

  • He J-S, Wang ZH, Wang XP, Schmid B, Zuo WY, Zhou M, Zheng CY, Wang M, Fang JY (2006b) A test of the generality of leaf trait relationships on the Tibetan Plateau. New Phytol 170:835–848

    Article  PubMed  Google Scholar 

  • He J-S, Wang L, Flynn DFB, Wang X, Ma W, Fang J (2008) Leaf nitrogen:phosphorus stoichiometry across Chinese grassland biomes. Oecologia 155:301–310

    Article  PubMed  Google Scholar 

  • He J-S, Wang XP, Flynn DFB, Wang L, Schmid B, Fang JY (2009) Taxonomic, phylogenetic and environmental trade-offs between leaf productivity and persistence. Ecology 90:2779–2791

    Article  PubMed  Google Scholar 

  • Hikosaka K (2004) Interspecific difference in the photosynthesis-nitrogen relationship: patterns, physiological causes, and ecological importance. J Plant Res 117:481–494

    Article  PubMed  Google Scholar 

  • Hirose T, Werger MJA (1994) Photosynthetic capacity and nitrogen partitioning among species in the canopy of a herbaceous plant community. Oecologia 100:203–212

    Article  Google Scholar 

  • Hooper DU, Johnson L (1999) Nitrogen limitation in dryland ecosystems: responses to geographical and temporal variation in precipitation. Biogeochemistry 46:247–293

    CAS  Google Scholar 

  • Institute SAS (1999) SAS/STAT user’s guide, Version 8.01 (http://support.sas.com). SAS Institute, Cary

    Google Scholar 

  • Jenny H (1941) Factors of soil formation. McGraw-Hill, New York

    Google Scholar 

  • Kuo S (1996) Phosphorus. In: Bigham JM (ed) Methods of soil analysis. Part 3, chemical methods. Soil Science Society of America, American Society of Agronomy, Madison, WI, pp 869–919

    Google Scholar 

  • Lavorel S, Díaz S, Cornelissen JHC, Garnier E, Harrison SP, McIntyre S, Pausas JG, Pérez-Harguindeguy N, Roumet C, Urcelay C (2007) Plant functional types: are we getting any closer to the Holy Grail? In: Canadell J, Pitelka LF, Pataki D (eds) Terrestrial ecosystems in a changing world. IGBP book series. Springer, Heidelberg, pp 149–160

    Chapter  Google Scholar 

  • Luo T, Luo J, Pan Y (2005) Leaf traits and associated ecosystem characteristics across subtropical and timberline forests in the Gongga Mountains, Eastern Tibetan Plateau. Oecologia 142:261–273

    Article  PubMed  Google Scholar 

  • McGroddy ME, Daufresne T, Hedin LO (2004) Scaling of C:N:P stoichiometry in forests worldwide: implications of terrestrial Redfield-type ratios. Ecology 85:2390–2401

    Article  Google Scholar 

  • Niinemets Ü (2001) Global-scale climatic controls of leaf dry mass per area, density, and thickness in trees and shrubs. Ecology 82:453–469

    Article  Google Scholar 

  • Niinemets Ü, Valladares F (2006) Tolerance to shade, drought, and waterlogging of temperate northern hemisphere trees and shrubs. Ecol Monogr 76:521–547

    Article  Google Scholar 

  • Niinemets Ü, Kull O, Tenhunen JD (1999) Variability in leaf morphology and chemical composition as a function of canopy light environment in coexisting deciduous trees. Int J Plant Sci 160:837–848

    Article  PubMed  Google Scholar 

  • Ordoñez JC, van Bodegom PM, Witte J-PM, Wright IJ, Reich PB, Aerts R (2009) A global study of relationships between leaf traits, climate and soil measures of nutrient fertility. Glob Ecol Biogeogr 18:137–149

    Article  Google Scholar 

  • Piao SL, Fang JY, He JS (2006) Variations in vegetation net primary production in the Qinghai-Xizang Plateau, China, from 1982 to 1999. Clim Change 74:253–267

    Article  CAS  Google Scholar 

  • R Development Core Team (2007) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna

    Google Scholar 

  • Reich PB, Oleksyn J (2004) Global patterns of plant leaf N and P in relation to temperature and latitude. Proc Nat Acad Sci 101:11001–11006

    Article  CAS  PubMed  Google Scholar 

  • Reich PB, Uhl C, Walters MB, Ellsworth DS (1991) Leaf lifespan as a determinant of leaf structure and function among 23 Amazonian tree species. Oecologia 86:16–24

    Article  Google Scholar 

  • Reich PB, Walters MB, Ellsworth DS (1997) From tropics to tundra: global convergence in plant functioning. Proc Natl Acad Sci USA 94:13730–13734

    Article  CAS  PubMed  Google Scholar 

  • Reich PB, Wright IJ, Cavender-Bares J, Craine JM, Oleksyn J, Westoby M, Walters MB (2003) The evolution of plant functional variation: traits, spectra, and strategies. Int J Plant Sci 164:S143–S164

    Article  Google Scholar 

  • Schlesinger WH (1997) Biogeochemistry: an analysis of global change. Academic, San Diego

    Google Scholar 

  • Schmid B, Bazzaz FA (1994) Crown construction, leaf dynamics, and carbon gain in two perennials with contrasting architecture. Ecol Monogr 64:177–203

    Article  Google Scholar 

  • Schmid B, Hector A, Huston MA, Inchausti P, Nijs I, Leadley PW, Tilman D (2002) The design and analysis of biodiversity experiments. In: Loreau M, Naeem S, Inchausti P (eds) Biodiversity and ecosystem functioning: synthesis and perspectives. Oxford University Press, Oxford, pp 61–75

    Google Scholar 

  • Shipley B, Lechowicz MJ (2000) The functional co-ordination of leaf morphology, nitrogen concentration, and gas exchange in 40 wetland species. Ecoscience 7:183–194

    Google Scholar 

  • Slatkin M (1980) Ecological character displacement. Ecology 61:163–177

    Article  Google Scholar 

  • Stevens PF (2008) Angiosperm phylogeny website. http://www.mobot.org/MOBOT/research/APweb/. Version 8, June 2007

  • Thornthwaite CW (1948) An approach toward a rational classification of climate. Geogr Rev 38:57–94

    Article  Google Scholar 

  • Tjoelker MG, Craine JM, Wedin D, Reich PB, Tilman D (2005) Linking leaf and root trait syndromes among 39 grassland and savannah species. New Phytol 167:493–508

    Article  CAS  PubMed  Google Scholar 

  • Townsend AR, Cleveland CC, Asner GP, Bustamante MMC (2007) Controls over foliar N:P ratios in tropical rain forests. Ecology 88:107–118

    Article  PubMed  Google Scholar 

  • Walter H (1970) Vegetationszonen und Klima. Ulmer, Stuttgart

    Google Scholar 

  • Webb C, Ackerly D, Kembel SW (2008) Phylocom: software for the analysis of phylogenetic community structure and trait evolution. Bioinformatics 24(18):2098–2100

    Google Scholar 

  • Westoby M, Falster DS, Moles AT, Vesk PA, Wright IJ (2002) Plant ecological strategies: some leading dimensions of variation between species. Annu Rev Ecol Syst 33:125–159

    Article  Google Scholar 

  • Whittaker RH (1975) Communities and ecosystems. MacMillan, New York

    Google Scholar 

  • Wright IJ, Reich PB, Westoby M, Ackerly DD, Baruch Z, Bongers F, Cavender-Bares J, Chapin T, Cornelissen JHC, Diemer M, Flexas J, Garnier E, Groom PK, Gulias J, Hikosaka K, Lamont BB, Lee T, Lee WJ, Lusk C, Midgley JJ, Navas M-L, Niinemets U, Oleksyn J, Osada N, Poorter H, Poot P, Prior L, Pyankov VI, Roumet C, Thomas SC, Tjoelker MG, Veneklaas EJ, Villar R (2004) The worldwide leaf economics spectrum. Nature 428:821–827

    Article  CAS  PubMed  Google Scholar 

  • Wright IJ, Reich PB, Cornelissen JHC, Falster DS, Garnier E, Hikosaka K, Lamont BB, Lee W, Oleksyn J, Osada N, Poorter H, Villar R, Warton DI, Westoby M (2005a) Assessing the generality of global leaf trait relationships. New Phytol 166:485–496

    Article  PubMed  Google Scholar 

  • Wright IJ, Reich PB, Cornelissen JHC, Falster DS, Groom PK, Hikosaka K, Lee W, Lusk CH, Niinemets Ü, Oleksyn J, Osada N, Poorter H, Warton DI, Westoby M (2005b) Modulation of leaf economic traits and trait relationships by climate. Glob Ecol Biogeogr 14:411–421

    Article  Google Scholar 

  • Wright IJ, Reich PB, Atkin OK, Lusk CH, Tjoelker MG, Westoby M (2006) Irradiance, temperature and rainfall influence leaf dark respiration in woody plants: evidence from comparisons across 20 sites. New Phytol 169:309–319

    Article  CAS  PubMed  Google Scholar 

  • Yang YH, Fang JY, Tang YH, Ji CJ, Zheng CY, He JS, Zhu B (2008) Storage, patterns and controls of soil organic carbon in the Tibetan grasslands. Glob Change Biol 14:1592–1599

    Article  Google Scholar 

Download references

Acknowledgments

The authors are grateful to Cunzhu Liang, Zhongling Liu, Zongyuan Zhu, and Qing Du for plant species identification in the field, and Shilong Piao for providing climate data. This research was supported by the National Natural Science Foundation of China (Grant 30870381 to J.-S.H. and A3 Foresight Program to J.F.) and the Ministry of Science and Technology of People’s Republic of China (Project 2007BAC06B01 to J.-S.H.). J.-S.H. was supported partially by a Sino-Swiss Science and Technology Cooperation Research Fellowship Program of the Swiss National Science Foundation.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jin-Sheng He.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary Figure S1 (DOC 7.20 mb)

Supplementary Table S1 (XLS 255 kb)

Rights and permissions

Reprints and permissions

About this article

Cite this article

He, JS., Wang, X., Schmid, B. et al. Taxonomic identity, phylogeny, climate and soil fertility as drivers of leaf traits across Chinese grassland biomes. J Plant Res 123, 551–561 (2010). https://doi.org/10.1007/s10265-009-0294-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10265-009-0294-9

Keywords

Navigation