Alameda D, Villar R (2012) Linking root traits to plant physiology and growth in Fraxinus angustifolia Vahl. seedlings under soil compaction conditions. Environ Exp Bot 79:49–57
Article
Google Scholar
Antúnez I, Retamosa EC, Villar R (2001) Relative growth rate in phylogenetically related deciduous and evergreen woody species. Oecologia 128:172–180
Article
PubMed
Google Scholar
Bardgett RD, Mommer L, De Vries FT (2014) Going underground: root traits as drivers of ecosystem processes. Trends Ecol Evol 29:692–699
Article
PubMed
Google Scholar
Barkaoui K, Roumet C, Volaire F (2016) Mean root trait more than root trait diversity determines drought resilience in native and cultivated Mediterranean grass mixtures. Agric Ecosyst Environ 231:122–132
Article
Google Scholar
Bejarano MD, Villar R, Murillo AM, Quero JL (2010) Effects of soil compaction and light on growth of Quercus pyrenaica Willd. (Fagaceae) seedlings. Soil Tillage Res 110:108–114
Article
Google Scholar
Brouwer R (1962) Nutritive influences on the distribution of dry matter in the plant. Neth J Agric Sci 10:399–408
Caldwell MM, Richards JH (1986) Competing root systems: morphology and models of absorption. In: Givnish TJ (ed) On the economy of plant form and function. Cambridge University Press, Cambridge, pp 251–273
Google Scholar
Chave J, Coomes D, Jansen S et al (2009) Towards a worldwide wood economics spectrum. Ecol Lett 12:351–366
Article
PubMed
Google Scholar
Chen W, Zeng H, Eissenstat DM, Guo D (2013) Variation of first-order root traits across climatic gradients and evolutionary trends in geological time. Glob Ecol Biogeogr 22:846–856
Article
Google Scholar
Cingolani AM, Cabido M, Gurvich DE, Renison D, Díaz S (2007) Filtering processes in the assembly of plant communities: are species presence and abundance driven by the same traits? J Veg Sci 18:911–920
Article
Google Scholar
Comas LH, Bouma TJ, Eissenstat DM (2002) Linking root traits to potential growth rate in six temperate tree species. Oecologia 132:34–43
CAS
Article
PubMed
Google Scholar
Cordlandwehr V, Meredith RL, Ozinga WA et al (2013) Do plant traits retrieved from a database accurately predict on-site measurements? J Ecol 101:662–670
Article
Google Scholar
Cornelissen JHC, Castro Díez P, Hunt R (1996) Seedling growth, allocation and leaf attributes in a wide range of woody plant species and types. J Ecol 84:755–765
Article
Google Scholar
Cornwell WK, Ackerly DD (2009) Community assembly and shifts in plant trait distributions across an environmental gradient in coastal California. Ecol Monogr 79:109–126
Article
Google Scholar
de la Riva EG, Pérez-Ramos IM, Navarro-Fernández C et al (2016a) Disentangling the relative importance of species occurrence, abundance and intraspecific variability in community assembly: a trait-based approach at the whole-plant level in Mediterranean forests. Oikos 125:354–363
Article
Google Scholar
de la Riva EG, Tosto A, Pérez-Ramos IM et al (2016b) A plant economics spectrum in Mediterranean forests along environmental gradients: is there coordination among leaf, stem and root traits? J Veg Sci 27:187–199
Article
Google Scholar
de la Riva EG, Lloret F, Pérez-Ramos IM et al (2017) The importance of functional diversity in the stability of Mediterranean shrubland communities after the impact of extreme climatic events. J Plant Ecol 10:281–293
Google Scholar
Díaz S, Cabido M, Casanoves F (1998) Plant functional traits and environmental filters at a regional scale. J Veg Sci 9:113–122
Article
Google Scholar
Díaz S, Hodgson JG, Thompson K et al (2004) The plant traits that drive ecosystems: evidence from three continents. J Veg Sci 15:295–304
Article
Google Scholar
Díaz S, Kattge J, Cornelissen JH et al (2016) The global spectrum of plant form and function. Nature 529:167–171
Article
PubMed
Google Scholar
Domínguez MT, Aponte C, Pérez-Ramos IM et al (2012) Relationships between leaf morphological traits, nutrient concentrations and isotopic signatures for Mediterranean woody plant species and communities. Plant Soil 357:407–424
Article
Google Scholar
Eissenstat DM (1991) On the relationship between specific root length and the rate of root proliferation: a field study using citrus rootstocks. New Phytol 118:63–68
Article
Google Scholar
Eissenstat D (2002) Root structure and function in an ecological context. New Phytol 148:353–354
Article
Google Scholar
Eissenstat DM, Wells CE, Yanai RD, Whitbeck JL (2000) Building roots in a changing environment: implications for root longevity. New Phytol 147:33–42
CAS
Article
Google Scholar
Fort F, Jouany C, Cruz P (2013) Root and leaf functional trait relations in Poaceae species: implications of differing resource-acquisition strategies. J Plant Ecol 6:211–219
Article
Google Scholar
Fort F, Volaire F, Guilioni L et al (2017) Root traits are related to plant water use among rangeland Mediterranean species. Funct Ecol. https://doi.org/10.1111/1365-2435.12888
Freschet GT, Cornelissen JHC, van Logtestijn RSP, Aerts R (2010) Evidence of the “plant economics spectrum” in a subarctic flora. J Ecol 98:362–373
Article
Google Scholar
Funk JL, Cornwell WK (2013) Leaf traits within communities: context may affect the mapping of traits to function. Ecology 94:1893–1897
Article
PubMed
Google Scholar
Garnier E, Cortez J, Billes G et al (2004) Plant functional markers capture ecosystem properties. Ecology 85:2630–2637
Article
Google Scholar
Genney DR, Alexander IJ, Hartley SE (2002) Soil organic matter distribution and belowground competition between Calluna vulgaris and Nardus stricta. Funct Ecol 16:664–670
Article
Google Scholar
Gilliham M, Dayod M, Hocking BJ et al (2011) Calcium delivery and storage in plant leaves: exploring the link with water flow. J Exp Bot 62:2233–2250. https://doi.org/10.1093/jxb/err111
CAS
Article
PubMed
Google Scholar
Grime JP (2006) Trait convergence and trait divergence in herbaceous plant communities: mechanisms and consequences. J Veg Sci 17:255–260
Article
Google Scholar
Heberling JM, Fridley JD (2012) Biogeographic constraints on the world-wide leaf economics spectrum. Glob Ecol Biogeogr 21:1137–1146
Article
Google Scholar
Hénin S, Gras R, Monnier G (1969) Le profil cultural: l'état physique du sol et ses conséquences agronomiques. Masson, Paris
Google Scholar
Holdaway RJ, Richardson SJ, Dickie IA et al (2011) Species- and community-level patterns in fine root traits along a 120000-year soil chronosequence in temperate rain forest. J Ecol 99:954–963
Article
Google Scholar
Iversen CM, McCormack ML, Powell AS et al (2017) A global Fine-Root Ecology Database to address below-ground challenges in plant ecology. New Phytol. https://doi.org/10.1111/nph.14486
Jobbágy EG, Jackson RB (2001) The distribution of soil nutrients with depth: global patterns and the imprint of plants. Biogeochemistry 53:51–77
Article
Google Scholar
Kong D, Ma C, Zhang Q et al (2014) Leading dimensions in absorptive root trait variation across 96 subtropical forest species. New Phytol 203:863–872
Article
PubMed
Google Scholar
Kramer-Walter KR, Bellingham PJ, Millar TR et al (2016) Root traits are multidimensional: specific root length is independent from root tissue density and the plant economic spectrum. J Ecol 104:1311–1313
Article
Google Scholar
Laliberté E (2017) Below-ground frontiers in trait-based plant ecology. New Phytol 213:1597–1603
Article
PubMed
Google Scholar
Laliberté E, Lambers H, Burgess TI, Wright SJ (2015) Phosphorus limitation, soil-borne pathogens and the coexistence of plant species in hyperdiverse forests and shrublands. New Phytol 206:507–521
Article
PubMed
Google Scholar
Lambers H, Poorter H (1992) Inherent variation in growth rate between higher plants: a search for physiological causes and ecological consequences. Adv Ecol Res 23:87–261
Google Scholar
Lambers H, Shane MW, Cramer MD et al (2006) Root structure and functioning for efficient acquisition of phosphorus: matching morphological and physiological traits. Ann Bot 98:693–713
Article
PubMed
PubMed Central
Google Scholar
Lê S, Josse J, Husson F (2008) FactoMineR: an R package for multivariate analysis. J Stat Softw 25:1–18
Article
Google Scholar
Lefcheck JS (2015) piecewiseSEM: Piecewise structural equation modelling in r for ecology, evolution, and systematics. Methods Ecol Evol 7:573–579
Article
Google Scholar
Leps J, deBello F, Smilauer P, Dolezal J (2011) Community trait response to environment: disentangling species turnover vs intraspecific trait variability effects. Ecography 34:856–863
Article
Google Scholar
Liu G, Freschet GT, Pan X et al (2010) Coordinated variation in leaf and root traits across multiple spatial scales in Chinese semi-arid and arid ecosystems. New Phytol 188:543–553
Article
PubMed
Google Scholar
McCormack LM, Adams TS, Smithwick EA, Eissenstat DM (2012) Predicting fine root lifespan from plant functional traits in temperate trees. New Phytol 195:823–831
Article
Google Scholar
Mokany K, Roxburgh SH (2010) The importance of spatial scale for trait–abundance relations. Oikos 119:1504–1514
Article
Google Scholar
Navarro-Fernández CM, Pérez-Ramos IM, de la Riva EG et al (2016) Functional responses of Mediterranean plant communities to soil resource heterogeneity: a mycorrhizal trait-based approach. J Veg Sci 27:1243–1253. https://doi.org/10.1111/jvs.12446
Article
Google Scholar
Olmo M, Lopez-Iglesias B, Villar R (2014) Drought changes the structure and elemental composition of very fine roots in seedlings of ten woody tree species. Implications for a drier climate. Plant Soil 384:113–129
CAS
Article
Google Scholar
Ordoñez JC, van Bodegom PM, Witte JPM et al (2009) global study of relationships between leaf traits, climate and soil measures of nutrient fertility. Glob Ecol Biogeogr 18:137–149
Article
Google Scholar
Ostonen I, Püttsepp Ü, Biel C et al (2007) Specific root length as an indicator of environmental change. Plant Biosyst 141:426–442
Article
Google Scholar
Ostonen I, Truu M, Helmisaari HS et al (2017) Adaptive root foraging strategies along a boreal–temperate forest gradient. New Phytol 215:977–991
CAS
Article
PubMed
Google Scholar
Paradis E, Claude J, Strimmer K (2004) APE: analyses of phylogenetics and evolution in R language. Bioinformatics 20:289–290
CAS
Article
PubMed
Google Scholar
Pekin BK, Wittkuhn RS, Boer MM et al (2011) Plant functional traits along environmental gradients in seasonally dry and fire-prone ecosystem. J Veg Sci 22:1009–1020
Article
Google Scholar
Pérez-Harguindeguy N, Díaz S, Garnier E et al (2013) New handbook for standardised measurement of plant functional traits worldwide. Aust J Bot 61:167–234
Article
Google Scholar
Pérez-Ramos IM, Roumet C, Cruz P et al (2012) Evidence for a “plant community economics spectrum” driven by nutrient and water limitations in a Mediterranean rangeland of southern France. J Ecol 100:1315–1327
Article
Google Scholar
Pinheiro J, Bates D, DebRoy S et al (2015) nlme: Linear and Nonlinear Mixed Effects Models. R package version 3:1–121 http://CRAN.R-project.org/package=nlme
Google Scholar
Poorter H, Remkes C (1990) Leaf area ratio and net assimilation rate of 24 wild species differing in relative growth rate. Oecologia 83:553–559
Article
PubMed
Google Scholar
Poorter H, Villar R (1997) Chemical composition of plants: causes and consequences of variation in allocation of C to different plant constituents. In: Bazzaz F, Grace J (eds) Plant resource allocation. Academic Press, New York, NY, USA, pp 39–72
Chapter
Google Scholar
Prieto I, Roumet C, Cardinael R et al (2015) Root functional parameters along a land-use gradient: evidence of a community-level economics spectrum. J Ecol 103:361–373
Article
Google Scholar
R Development Core Team. R (2011) A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. Available in: http://www.r-project.org. Access in: 31 Jan. 2011
Reich PB (2014) The world-wide ‘fast–slow’plant economics spectrum: a traits manifesto. J Ecol 102:275–301
Article
Google Scholar
Reich PB, Oleksyn J, Wright IJ et al (2010) Evidence of a general 2/3-power law of scaling leaf nitrogen to phosphorus among major plant groups and biomes. Proc R Soc B 277:877–883
CAS
Article
PubMed
Google Scholar
Renton M, Poorter H (2011) Using log–log scaling slope analysis for determining the contributions to variability in biological variables such as leaf mass per area: why it works, when it works and how it can be extended. New Phytol 190:5–8
Article
PubMed
Google Scholar
Revell LJ (2012) Phytools: an R package for phylogenetic com- parative biology (and other things). Methods Ecol Evol 3:217–223
Article
Google Scholar
Richards LA (1947) Pressure-membrane apparatus, construction and use. Agric Eng 28:451–454
Google Scholar
Roumet C, Birouste M, Picon-Cochard C et al (2016) Root structure–function relationships in 74 species: evidence of a root economics spectrum related to carbon economy. New Phytol 210:815–820
Article
PubMed
Google Scholar
Ruíz-Robleto J, Villar R (2005) Relative growth rate and biomass allocation in ten woody species with different leaf longevity using phyllogenetic independent contrasts (PICs). Plant Biol 7:484–494
Article
PubMed
Google Scholar
Ryser P (1996) The importance of tissue density for growth and life span of leaves and roots: a comparison of five ecologically contrasting grasses. Funct Ecol 10:717–723
Article
Google Scholar
Ryser P, Lambers H (1995) Root and leaf attributes accounting for the performance of fast-growing and slow-growing grasses at different nutrient supply. Plant Soil 170:251–265
CAS
Article
Google Scholar
Shipley B, Lechowicz MJ, Wright I, Reich PB (2006) Fundamental trade-offs generating the worldwide leaf economics spectrum. Ecology 87:535–541
Article
PubMed
Google Scholar
Smith SE, Read DJ (2008) Mycorrhizal symbiosis. Academic Press, London
Google Scholar
Sparks DL (1996) Methods of soil analysis, part 3: chemical methods. Soil Science Society of America and American Society of Agronomy, Madison
Google Scholar
Terradas J (2001) Ecología de la Vegetación. De la Ecofisiología de las Plantas a la Dinámica de Comunidades y Paisajes. Omega, Barcelona
Google Scholar
Tjoelker MG, Craine JM, Wedin D et al (2005) Linking leaf and root trait syndromes among 39 grassland and savannah species. New Phytol 167:493–508
CAS
Article
PubMed
Google Scholar
Valverde-Barrantes OJ, Freschet GT, Roumet C, Blackwood CB (2017) A worldview of root traits: the influence of ancestry, growth form, climate and mycorrhizal association on the functional trait variation of fine-root tissues in seed plants. New Phytol. https://doi.org/10.1111/nph.14571
Verdú M, Pausas JG (2013) Syndrome driven diversification in a Mediterranean ecosystem. Evolution 67:1756–1766
Article
PubMed
Google Scholar
Villar R, Robleto JR, De Jong Y, Poorter H (2006) Differences in construction costs and chemical composition between deciduous and evergreen woody species are small as compared to differences among families. Plant Cell Environ 29:1629–1643
CAS
Article
PubMed
Google Scholar
Violle C, Navas ML, Vile D et al (2007) Let the concept of trait be functional! Oikos 116:882–892
Article
Google Scholar
Warton DI, Duursma RA, Falster DS, Taskinen S (2012) Smatr 3–an R package for estimation and inference about allometric lines. Methods Ecol Evol 3:257–259
Article
Google Scholar
Webb CO, Ackerly DD, Kembel SW (2008) Phylocom: software for the analysis of phylogenetic community structure and trait evolution. Bioinformatics 24:2098–2100
CAS
Article
PubMed
Google Scholar
Weemstra M, Mommer L, Visser EJ et al (2016) Towards a multidimensional root trait framework: a tree root review. New Phytol 211:1159–1169
CAS
Article
PubMed
Google Scholar
Wright IJ, Reich PB, Westoby M et al (2004) The worldwide leaf economics spectrum. Nature 428:821–827
CAS
Article
PubMed
Google Scholar