Functional ecology; FunDivEurope; Growth; Hierarchical models; Plant population and community dynamics; Relative growth rate; Size-standardized growth rate; TreeDivNet
Abstract :
[en] 1. Plant functional traits, in particular specific leaf area (SLA), wood density and seed mass, are
often good predictors of individual tree growth rates within communities. Individuals and species
with high SLA, low wood density and small seeds tend to have faster growth rates. 2. If community-level relationships between traits and growth have general predictive value, then similar relationships should also be observed in analyses that integrate across taxa, biogeographic regions and environments. Such global consistency would imply that traits could serve as valuable proxies for the complex suite of factors that determine growth rate, and, therefore, could underpin a new generation of robust dynamic vegetation models. Alternatively, growth rates may depend more strongly on the local environment or growth–trait relationships may vary along environmental gradients. 3. We tested these alternative hypotheses using data on 27 352 juvenile trees, representing 278 species from 27 sites on all forested continents, and extensive functional trait data, 38% of which were obtained at the same sites at which growth was assessed. Data on potential evapotranspiration (PET), which summarizes the joint ecological effects of temperature and precipitation, were obtained from a global data base. 4. We estimated size-standardized relative height growth rates (SGR) for all species, then related them to functional traits and PET using mixed-effect models for the fastest growing species and for all species together. 5. Both the mean and 95th percentile SGR were more strongly associated with functional traits than with PET. PET was unrelated to SGR at the global scale. SGR increased with increasing SLA and decreased with increasing wood density and seed mass, but these traits explained only 3.1% of the variation in SGR. SGR–trait relationships were consistently weak across families and biogeographic zones, and over a range of tree statures. Thus, the most widely studied functional traits in plant ecology were poor predictors of tree growth over large scales. 6. Synthesis. We conclude that these functional traits alone may be unsuitable for predicting growth of trees over broad scales. Determining the functional traits that predict vital rates under specific environmental conditions may generate more insight than a monolithic global relationship can offer.
Agyeman, V.K., Kyereh, B., Swaine, M.D. & Thompson, J. (2010) Species differences in seedling growth and leaf water response to light quality. Ghana Journal of Forestry, 26, 101-123.
Agyeman, V.K., Swaine, M.D. & Thompson, J. (1999) Responses of tropical forest tree seedlings to irradiance and the derivation of a light response index. Journal of Ecology, 87, 815-827.
Anonymous. (2000) Seeds of Woody Plants in China. China Forestry Publishing House.
Baker, T.R., Phillips, O.L., Malhi, Y., Almeida, S., Arroyo, L.L., Di Fiore, A., Erwin, T.L., Killeen, T.J., Laurance, S.G., Laurance, W.F., Lewis, S.L., Lloyd, J., Monteagudo, A., Neill, D. A., Patiño, S., Pitman, N.C.A., Silva, J.N.M. & Martínez, R.V. (2004) Variation in wood density determines spatial patterns in Amazonian forest biomass. Global Change Biology, 10, 545-562.
Baraloto, C. & Forget, P.-M. (2007) Seed size, seedling morphology, and response to deep shade and damage in neotropical rain forest trees. American Journal of Botany, 94, 901-911.
Baraloto, C., Goldberg, D.E. & Bonal, D. (2005) Performance trade-offs among tropical tree seedlings in contrasting microhabitats. Ecology, 86, 2461-2472.
Blaser, J., Rajoelison, G., Tsza, G., Rajemison, M., Rabevohitra, R., Randrianjafy, H., Razafindrianilana, N., Rakotovao, G. & Comtet, S. (1993) Choix des Essences Pour la Sylviculture À Madagascar.
Bloor, J.M.G. (2003) Light responses of shade-tolerant tropical tree species in north-east Queensland: a comparison of forest- and shadehouse-grown seedlings. Journal of Tropical Ecology, 2, 163-170.
Bloor, J.M.G. & Grubb, P.J. (2004) Morphological plasticity of shade-tolerant tropical rainforest tree seedlings exposed to light changes. Functional Ecology, 18, 337-348.
Calvo-Alvarado, J.C., McDowell, N.G. & Waring, R.H. (2008) Allometric relationships predicting foliar biomass and leaf area:sapwood area ratio from tree height in five Costa Rican rain forest species. Tree Physiology, 28, 1601-8.
Chave, J., et al. (2009) Towards a worldwide wood economics spectrum. Ecology Letters, 12, 351-66. doi:10.1111/j.1461-0248.2009.01285.x.
Choong, M.F., Lucas, P.W., Ong, J.S.Y., Pereira, B., Tan, H.T.W. & Turner, I.M. (1992) Leaf fracture toughness and sclerophylly: their correlations and ecological implications. New Phytologist, 121, 597-610.
Clark, D. & Clark, D.B. (1992) Life history diversity of canopy and emergent trees in a neotropical rain forest. Ecological Monographs, 62, 315-344.
Coll, L., Potvin, C., Messier, C. & Delagrange, S. (2008) Root architecture and allocation patterns of eight native tropical species with different successional status used in open-grown mixed plantations in Panama. Trees, 22, 585-596.
Cornelissen, J., Diez, P. & Hunt, R. (1996) Seedling growth, allocation and leaf attributes in a wide range of woody plant species and types. Journal of Ecology, 84, 755-765.
Cornwell, W.K., Cornelissen, J.H.C., Dorrepaal, E., Eviner, V.T., Godoy, O., Hobbie, S.E., et al. (2008) Plant species traits are the predominant control on litter decomposition rates within biomes worldwide. Ecology Letters, 11, 1065-1071.
Díaz, S., Hodgson, J.G., Thompson, K., Cabido, M., Cornelissen, J.H.C., Jalili, A., et al. (2004) The plant traits that drive ecosystems: Evidence from three continents. Journal of Vegetation Science, 15, 295.
Doucet, J.-L., Kouadio, Y.L., Monticelli, D. & Lejeune, P. (2009) Enrichment of logging gaps with moabi (Baillonella toxisperma Pierre) in a Central African rain forest. Forest Ecology and Management, 258, 2407-2415.
Doust, S.J. (2011) Seed Removal and Predation as Factors Affecting Seed Availability of Tree Species in Degraded Habitats and Restoration Plantings in Rainforest Areas of Queensland, Australia. Restoration Ecology, 19, 617-626.
Doust, S.J., Erskine, P.D. & Lamb, D. (2008) Restoring rainforest species by direct seeding: tree seedling establishment and growth performance on degraded land in the wet tropics of Australia. Forest Ecology and Management, 256, 1178-1188.
Falster, D.S. & Westoby, M. (2005) Alternative height strategies among 45 dicot rain forest species from tropical Queensland, Australia. Journal of Ecology, 93, 521-535.
Freschet, G.T., Cornelissen, J.H.C., van Logtestijn, R.S.P. & Aerts, R. (2010) Evidence of the "plant economics spectrum" in a subarctic flora. Journal of Ecology, 98, 362-373.
Fyllas, N.M., Patiño, S., Baker, T.R., Nardoto, G.B., Martinelli, L.A., Quesada, C.A., et al. (2009) Basin-wide variations in foliar properties of Amazonian forest: phylogeny, soils and climate. Biogeosciences, 6, 2677-2708.
Garnier, E., Lavorel, S., Ansquer, P., Castro, H., Cruz, P., Dolezal, J., et al. (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. Annals of Botany, 99, 967-985.
Gerhardt, K. & Friedriksson, D. (1995) Biomass allocation by broad-leaf mahogany seedlings, Swietenia macrophylla (King), in abandoned pasture and secondary dry forest in Guanacaste, Costa Rica. Biotropica, 27, 174-182.
Gonzalez, E.J. (1993) Effect of seed size on germination and seedling vigor of Virola koschnyi Warb. Forest Ecology and Management, 57, 275-281.
González-Rodríguez, V., Villar, R. & Navarro-Cerrillo, R.M. (2011) Maternal influences on seed mass effect and initial seedling growth in four Quercus species. Acta Oecologica, 37, 1-9.
de Gouvenain, R.C., Kobe, R.K. & Silander, J.A. (2007) Partitioning of understorey light and dry-season soil moisture gradients among seedlings of four rain-forest tree species in Madagascar. Journal of Tropical Ecology, 23, 569-579.
Hector, A., Philipson, C.D., Saner, P., Chamagne, J., Dzulkifli, D., O'Brien, M., Snaddon, J.L., Ulok, P., Weilenmann, M., Reynolds, G. & Godfray, H.C.J. (2011) The Sabah Biodiversity Experiment: a long-term test of the role of tree diversity in restoring tropical forest structure and functioning. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences, 366, 3303-15.
Hidayat, S. & Simpson, W.T. (1994) Use of Green Moisture Content and Basic Specific Gravity to Group Tropical Woods for Kiln Drying. US Dept. of Agriculture, Forest Service, Forest Products Laboratory
Holl, K.D., Zahawi, R. A., Cole, R.J., Ostertag, R. & Cordell, S. (2011) Planting seedlings in tree islands versus plantations as a large-scale tropical forest restoration strategy. Restoration Ecology, 19, 470-479.
Kattge, J. et al. (2011) TRY Plant Trait Database. http://try-db.org
Kattge, J., Knorr, W., Raddatz, T. & Wirth, C. (2009) Quantifying photosynthetic capacity and its relationship to leaf nitrogen content for global-scale terrestrial biosphere models. Global Change Biology, 15, 976-991.
Kitajima, K., Cordero, R. A & Wright, S.J. (2013) Leaf life span spectrum of tropical woody seedlings: effects of light and ontogeny and consequences for survival. Annals of Botany, 112, 685-699.
Kitajima, K., Llorens, A.-M., Stefanescu, C., Timchenko, M.V., Lucas, P.W. & Wright, S.J. (2012) How cellulose-based leaf toughness and lamina density contribute to long leaf lifespans of shade-tolerant species. New Phytologist, 195, 640-52.
Kleyer, M., Bekker, R.M., Knevel, I.C., Bakker, J.P., Thompson, K., Sonnenschein, M., et al. (2008) The LEDA Traitbase: a database of life-history traits of the Northwest European flora. Journal of Ecology, 96, 1266-1274.
Kurokawa, H., Kitahashi, Y., Koike, T., Lai, J. & Nakashizuka, T. (2004) Allocation to defense or growth in dipterocarp forest seedlings in Borneo. Oecologia, 140, 261-70.
Lavinsky, A.O., Souza Sant'Ana, C., Mielke, M.S., Almeida, A.-A.F., Gomes, F.P., França, S. & Costa Silva, D. (2007) Effects of light availability and soil flooding on growth and photosynthetic characteristics of Genipa americana L. seedlings. New Forests, 34, 41-50.
Lee, H.S., Davies, S.J., LaFrankie, J.V., Tan, S., Yamakura, T., Itoh, A., Ohkubo, T. & Ashton, P.S. (2002) Floristic and structural diversity of mixed dipterocarp forest in Lambir Hills National Park, Sarawak, Malaysia. Journal of Tropical Forest Science, 14, 379-400.
Lehto, T. & Grace, J. (1994) Carbon balance of tropical tree seedlings: a comparison of two species. New Phytologist, 127, 455-463.
Li, X. (2011) Light-Use Strategies and Biomass Accumulation of Woody Species in a Subtropical Forest in Southwest China. University of Zurich.
Markesteijn, L. & Poorter, L. (2009) Seedling root morphology and biomass allocation of 62 tropical tree species in relation to drought- and shade-tolerance. Journal of Ecology, 97, 311-325.
Medlyn, B.E., Badeck, F.W., DePury, D.G.G., Barton, C.V.M., Broadmeadow, M., Ceulemans, R., et al. (1999) Effects of elevated [CO2] on photosynthesis in European forest species: a meta-analysis of model parameters. Plant, Cell & Environment, 22, 1475-1495.
Messier, J., McGill, B.J. & Lechowicz, M.J. (2010) How do traits vary across ecological scales? A case for trait-based ecology. Ecology Letters, 13, 838-848.
Niinemets, Ü. (2001) Global-scale climatic controls of leaf dry mass per area, density, and thickness in trees and shrubs. Ecology, 82, 453-469.
Ogaya, R. & Peñuelas, J. (2003) Comparative field study of Quercus ilex and Phillyrea latifolia: photosynthetic response to experimental drought conditions. Environmental and Experimental Botany, 50, 137-148.
Okubo, S., Tomatsu, A., Muhamad, D., Harashina, K. & Takeuchi, K. (2012) Leaf functional traits and functional diversity of multistoried agroforests in West Java, Indonesia. Agriculture, Ecosystems & Environment, 149, 91-99.
Onoda, Y., Westoby, M., Adler, P.B., Choong, A.M.F., Clissold, F.J., Cornelissen, J.H.C., et al. (2011) Global patterns of leaf mechanical properties. Ecology Letters, 14, 301-312.
Ordoñez, J.C., van Bodegom, P.M., Witte, J.-P.M., Bartholomeus, R.P., van Hal, J.R. & Aerts, R. (2010) Plant strategies in relation to resource supply in mesic to wet environments: does theory mirror nature? The American Naturalist, 175, 225-239.
Osunkoya, O., Ash, J. & Hopkins, M. (1994) Influence of seed size and seedling ecological attributes on shade-tolerance of rain-forest tree species in northern Queensland. Journal of Ecology, 82, 149-163.
Otani, T. & Shibata, E. (2000) Seed dispersal and predation by Yakushima macaques, Macaca fuscata yakui, in a warm temperate forest of Yakushima Island, southern Japan. Ecological Research, 15, 133-144.
Palow, D.T., Nolting, K. & Kitajima, K. (2012) Functional trait divergence of juveniles and adults of nine Inga species with contrasting soil preference in a tropical rain forest (ed. L Sack). Functional Ecology, 26, 1144-1152.
Paoli, G.D., Peart, D.R., Leighton, M. & Samsoedin, I. (2001) An Ecological and Economic Assessment of the Nontimber Forest Product Gaharu Wood in Gunung Palung National Park, West Kalimantan, Indonesia. Conservation Biology, 15, 1721-1732.
Paquette, A. & Messier, C. (2011) The effect of biodiversity on tree productivity: from temperate to boreal forests. Global Ecology and Biogeography, 20, 170-180.
Paulus, B.C., Kanowski, J., Gadek, P. A & Hyde, K.D. (2006) Diversity and distribution of saprobic microfungi in leaf litter of an Australian tropical rainforest. Mycological Research, 110, 1441-54.
Penuelas, J., Sardans, J., Llusià, J., Owen, S.M., Carnicer, J., Giambelluca, T.W., et al. (2010) Faster returns on "leaf economics" and different biogeochemical niche in invasive compared with native plant species. Global Change Biology, 16, 2171-2185.
Piotto, D. (2008) A meta-analysis comparing tree growth in monocultures and mixed plantations. Forest Ecology and Management, 255, 781-786.
Piotto, D., Montagnini, F., Ugalde, L. & Kanninen, M. (2003) Performance of forest plantations in small and medium-sized farms in the Atlantic lowlands of Costa Rica. Forest Ecology and Management, 175, 195-204.
Piotto, D., Viquez, E., Montagnini, F. & Kanninen, M. (2004) Pure and mixed forest plantations with native species of the dry tropics of Costa Rica: a comparison of growth and productivity. Forest Ecology and Management, 190, 359-372.
Poorter, L. (1998) Seedling Growth of Bolivian Rain Forest Tree Species in Relation to Light and Water Availability. Utrecht University.
Poorter, L. & Bongers, F. (2006) Leaf traits are good predictors of plant performance across 53 rain forest species. Ecology, 87, 1733-1743.
Poorter, H., Niinemets, Ü., Poorter, L., Wright, I.J. & Villar, R. (2009) Causes and consequences of variation in leaf mass per area (LMA): a meta-analysis. New Phytologist, 182, 565-588.
Poschlod, P., Kleyer, M., Jackel, A.-K., Dannemann, A. & Tackenberg, O. (2003) BIOPOP - A database of plant traits and internet application for nature conservation. Folia Geobotanica, 38, 263-271.
Potvin, C. & Gotelli, N.J. (2008) Biodiversity enhances individual performance but does not affect survivorship in tropical trees. Ecology Letters, 11, 217-23.
Quero, J. & Villar, R. (2007) Seed-mass effects in four Mediterranean Quercus species (Fagaceae) growing in contrasting light environments. American Journal of Botany, 94, 1795-1803.
Quested, H.M., Cornelissen, J.H.C., Press, M.C., Callaghan, T.V., Aerts, R., Trosien, F., et al. (2003) Decomposition of sub-arctic plants with differing nitrogen economies: a functional role for hemiparasites. Ecology, 84, 3209-3221.
Reich, P.B., Tjoelker, M.G., Pregitzer, K.S., Wright, I.J., Oleksyn, J. & Machado, J.L. (2008) Scaling of respiration to nitrogen in leaves, stems and roots of higher land plants. Ecology Letters, 11, 793-801.
Royal Botanic Gardens Kew. (2014) Seed Information Database (SID). Version 7.1. http://data.kew.org/sid
Russo, S.E., Davies, S.J., King, D. A. & Tan, S. (2005) Soil-related performance variation and distributions of tree species in a Bornean rain forest. Journal of Ecology, 93, 879-889.
Sales-Come, R. & Hölscher, D. (2010) Variability and grouping of leaf traits in multi-species reforestation (Leyte, Philippines). Forest Ecology and Management, 260, 846-855.
Salinas, N., Malhi, Y., Meir, P., Silman, M.R., Roman Cuesta, R., Huaman, J., Salinas, D., Huaman, V., Gibaja, A, Mamani, M. & Farfan, F. (2011) The sensitivity of tropical leaf litter decomposition to temperature: results from a large-scale leaf translocation experiment along an elevation gradient in Peruvian forests. New Phytologist, 189, 967-77.
Sautu, A., Baskin, J.M., Baskin, C.C. & Condit, R.S. (2006) Studies on the seed biology of 100 native species of trees in a seasonal moist tropical forest, Panama, Central America. Forest Ecology and Management, 234, 245-263.
Scherer-Lorenzen, M., Potvin, C., Koricheva, J., Schmid, B., Hector, A., Bornik, Z., Reynolds, G. & Schulze, E.-D. (2005) The design of experimental tree plantations for functional biodiversity research. Forest Diversity and Function: Temperate and Boreal Systems (eds M. Scherer-Lorenzen, C. Körner & E.-D. Schulze ), pp. 347-376. Springer Verlag, Berlin, Heidelberg.
Scherer-Lorenzen, M., Schulze, E., Don, A., Schumacher, J. & Weller, E. (2007) Exploring the functional significance of forest diversity: a new long-term experiment with temperate tree species (BIOTREE). Perspectives in Plant Ecology, Evolution and Systematics, 9, 53-70.
Shipley, B. (2002) Trade-offs between net assimilation rate and specific leaf area in determining relative growth rate: relationship with daily irradiance. Functional Ecology, 16, 682-689.
Souza, R. & Válio, I. (2003) Leaf optical properties as affected by shade in saplings of six tropical tree species differing in successional status. Brazilian Journal of Plant Physiology, 15, 49-54.
Turner, I.M. & Tan, H.T.W. (1991) Habitat-related variation in tree leaf form in four tropical forest types on Pulau Ubin, Singapore. Journal of Vegetation Science, 2, 691-698.
Veenendaal, E.M., Swaine, M.D., Lecha, R.T., Walsh, M.F., Abebrese, I.K. & Owusu-Afriyie, K. (1996) Responses of West African forest tree seedlings to irradiance and soil fertility. Functional Ecology, 10, 501-511.
Vincent, G. (2006) Leaf life span plasticity in tropical seedlings grown under contrasting light regimes. Annals of Botany, 97, 245-55.
Wagner, F. (2011) La Réponse Des Forêts Tropicales Humides Aux Variations Climatiques. Université des Antilles et de la Guyane.
Wright, I.J., Reich, P.B., Westoby, M., Ackerly, D.D., Baruch, Z., Bongers, F., et al. (2004) The worldwide leaf economics spectrum. Nature, 428, 821-827.
Young, J.A. & Young, C.G. (1992) Seeds of Woody Plants in North America. Dioscorides Press.
Yumoto, T. & Noma, N. (1998) Cheek-pouch dispersal of seeds by Japanese monkeys (Macaca fuscata yakui) on Yakushima Island, Japan. Primates, 39, 325-338.
Adler, P.B., Salguero-Gómez, R., Compagnoni, A., Hsu, J.S., Ray-Mukherjee, J., Mbeau-Ache, C. & Franco, M. (2014) Functional traits explain variation in plant life history strategies. Proceedings of the National Academy of Sciences of the United States of America, 111, 740-745.
Albert, C.H., Thuiller, W., Yoccoz, N.G., Soudant, A., Boucher, F., Saccone, P. & Lavorel, S. (2010) Intraspecific functional variability: extent, structure and sources of variation. Journal of Ecology, 98, 604-613.
Allen, R.G., Pereira, L.S., Raes, D., Smith, M. & Ab, W. (1998) Crop evapotranspiration - Guidelines for computing crop water requirements - FAO Irrigation and drainage paper 56 By., 1-15.
Atkin, O.K., Bruhn, D., Hurry, V.M. & Tjoelker, M.G. (2005) Evans Review No. 2 - The hot and the cold: unravelling the variable response of plant respiration to temperature. Functional Plant Biology, 32, 87-105.
Baeten, L., Verheyen, K., Wirth, C., Bruelheide, H., Bussotti, F., Finér, L. et al. (2013) A novel comparative research platform designed to determine the functional significance of tree species diversity in European forests. Perspectives in Plant Ecology, Evolution and Systematics, 15, 281-291.
Bates, D.M., Maechler, M., Bolker, B.M. & Walker, S. (2014) lme4: Linear mixed-effects models using Eigen and S4.
Boulangeat, I., Philippe, P., Abdulhak, S., Douzet, R., Garraud, L., Lavergne, S., Lavorel, S., Van Es, J., Vittoz, P. & Thuiller, W. (2012) Improving plant functional groups for dynamic models of biodiversity: at the crossroads between functional and community ecology. Global Change Biology, 18, 3464-3475.
Bruelheide, H., Nadrowski, K., Assmann, T., Bauhus, J., Both, S., Buscot, F. et al. (2014) Designing forest biodiversity experiments: general considerations illustrated by a new large experiment in subtropical China. Methods in Ecology and Evolution, 5, 74-89.
Clark, J.S., Carpenter, S.R., Barber, M., Collins, S.L., Dobson, A., Foley, J.A., Lodge, D.M., Pascual, M.A., Pielke, R.J. & Pizer, W. (2001) Ecological forecasts: an emerging imperative. Science, 293, 657-660.
Cornwell, W.K. & Ackerly, D.D. (2010) A link between plant traits and abundance: evidence from coastal California woody plants. Journal of Ecology, 98, 814-821.
Craine, J.M., Engelbrecht, B.M.J., Lusk, C.H., McDowell, N.G. & Poorter, H. (2012) Resource limitation, tolerance, and the future of ecological plant classification. Frontiers in Plant Science, 3, 246.
Engelbrecht, B.M.J., Comita, L.S., Condit, R.S., Kursar, T.A., Tyree, M.T., Turner, B.L. & Hubbell, S.P. (2007) Drought sensitivity shapes species distribution patterns in tropical forests. Nature, 447, 80-82.
Enquist, B.J., Kerkhoff, A.J., Stark, S.C., Swenson, N., McCarthy, M.C. & Price, C.A. (2007) A general integrative model for scaling plant growth, carbon flux, and functional trait spectra. Nature, 449, 218-222.
Gallagher, R. & Leishman, M. (2012) Contrasting patterns of trait-based community assembly in lianas and trees from temperate Australia. Oikos, 121, 2026-2035.
Gelman, A. (2005) Analysis of variance? Why it is more important than ever. The Annals of Statistics, 33, 1-53.
Gelman, A. & Rubin, D. (1992) Inference from Iterative Simulation Using Multiple Sequences. Statistical Science, 7, 457-511.
Geraci, M. (2014) lqmm: Linear quantile mixed models.
Grime, J.P., Hunt, R. & Grime, A.J.P. (1975) Relative growth-rate: its range and adaptive significance in a local flora. Journal of Ecology, 63, 393-422.
Kattge, J., Diaz, S., Lavorel, S., Prentice, I.C., Leadley, P., Bönisch, G., Garnier, E., Westoby, M., Reich, P.B. & Wright, I.J. (2011) TRY-a global database of plant traits. Global Change Biology, 17, 2905-2935.
Keenan, T.F., Hollinger, D.Y., Bohrer, G., Dragoni, D., Munger, J.W., Schmid, H.P. & Richardson, A.D. (2013) Increase in forest water-use efficiency as atmospheric carbon dioxide concentrations rise. Nature, 499, 324-327.
Kraft, N.J.B., Valencia, R. & Ackerly, D.D. (2008) Functional traits and niche-based tree community assembly in an Amazonian forest. Science, 322, 580-582.
Kunstler, G., Lavergne, S., Courbaud, B., Thuiller, W., Vieilledent, G., Zimmermann, N.E., Kattge, J., Coomes, D.A. & Grover, J. (2012) Competitive interactions between forest trees are driven by species' trait hierarchy, not phylogenetic or functional similarity: implications for forest community assembly. Ecology Letters, 15, 831-840.
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.
Loik, M.E. & Holl, K.D. (2001) Photosynthetic responses of tree seedlings in grass and under shrubs in early-successional tropical old fields, Costa Rica. Oecologia, 127, 40-50.
Marks, C.O. & Lechowicz, M.J. (2006) Alternative designs and the evolution of functional diversity. The American Naturalist, 167, 55.
Martínez-Garza, C., Bongers, F. & Poorter, L. (2013) Are functional traits good predictors of species performance in restoration plantings in tropical abandoned pastures? Forest Ecology and Management, 303, 35-45.
Martínez-Garza, C., Pena, V., Ricker, M., Peña, V., Campos, A. & Howe, H.F. (2005) Restoring tropical biodiversity: leaf traits predict growth and survival of late-successional trees in early-successional environments. Forest Ecology and Management, 217, 365-379.
Martínez-Vilalta, J., Mencuccini, M., Vayreda, J. & Retana, J. (2010) Interspecific variation in functional traits, not climatic differences among species ranges, determines demographic rates across 44 temperate and Mediterranean tree species. Journal of Ecology, 98, 1462-1475.
McGill, B.J., Enquist, B.J., Weiher, E. & Westoby, M. (2006) Rebuilding community ecology from functional traits. Trends in Ecology & Evolution, 21, 178-185.
Nakagawa, S. & Schielzeth, H. (2013) A general and simple method for obtaining R2 from generalized linear mixed-effects models (ed. RB O'Hara). Methods in Ecology and Evolution, 4, 133-142.
Paine, C.E.T., Baraloto, C., Bruno, H., Chave, J. & Hérault, B. (2011) Functional traits of individual trees reveal ecological constraints on community assembly in tropical rain forests. Oikos, 120, 720-727.
Paine, C.E.T., Marthews, T.R., Vogt, D.R., Purves, D., Rees, M., Hector, A. & Turnbull, L.A.A. (2012) How to fit nonlinear plant growth models and calculate growth rates: an update for ecologists. Methods in Ecology and Evolution, 3, 245-256.
Pérez-Harguindeguy, N., Díaz, S., Garnier, E., Lavorel, S. & Poorter, H. (2013) New handbook for standardised measurement of plant functional traits worldwide. Australian Journal of Botany, 61, 167-234.
Poorter, L. (2007) Are species adapted to their regeneration niche, adult niche, or both? American Naturalist, 169, 433-442.
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.
Poorter, H. & van der Werf, A. (1998) Inherent variation in plant growth. Physiological mechanisms and ecological consequences (eds H. Lambers, H. Poorter & M.M.I. Van Vuuren ), pp. 309-336. Backhuys, Leiden.
Poorter, L., Wright, S.J., Paz, H., Ackerly, D.D., Condit, R.S., Ibarra-Manriquez, G. et al. (2008) Are functional traits good predictors of demographic rates? Evidence from five neotropical forests. Ecology, 89, 1908-1920.
R Core Development Team. (2014) R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria.
Rees, M., Osborne, C.P., Woodward, F.I., Hulme, S.P., Turnbull, L.A. & Taylor, S.H. (2010) Partitioning the components of relative growth rate: how important is plant size variation? The American Naturalist, 176, E152-E161.
Reich, P.B., Walters, M.B. & Ellsworth, D.S. (1992) Leaf life span in relation to leaf, plant, and stand characteristics among diverse ecosystems. Ecological Monographs, 62, 365-392.
Rüger, N., Wirth, C., Wright, S.J. & Condit, R.S. (2012) Functional traits explain light and size response of growth rates in tropical tree species. Ecology, 93, 2626-2636.
Russo, S.E., Jenkins, K.L., Wiser, S.K., Uriarte, M., Duncan, R.P. & Coomes, D.A. (2010) Interspecific relationships among growth, mortality and xylem traits of woody species from New Zealand. Functional Ecology, 24, 253-262.
Sakschewski, B., von Bloh, W., Boit, A., Rammig, A., Kattge, J., Poorter, L. & Thonicke, K. (in press) Leaf and stem economics spectra drive diversity of functional plant traits in a dynamic global vegetation model. Global Change Biology, doi: 10.1111/gcb.12870.
Scheiter, S., Langan, L. & Higgins, S. (2013) Next-generation dynamic global vegetation models: learning from community ecology. New Phytologist, 198, 957-969.
Stan Development Team. (2014) Stan Modeling Language User's Guide and Reference Manual.
Ter Steege, H. (2003) Long-Term Changes in Tropical Tree Diversity.
Tobner, C.M., Paquette, A., Reich, P.B., Gravel, D. & Messier, C. (2013) Advancing biodiversity-ecosystem functioning science using high-density tree-based experiments over functional diversity gradients. Oecologia, 174, 609-621.
Turnbull, L.A., Philipson, C.D., Purves, D.W., Atkinson, R.L., Cunniff, J., Goodenough, A. et al. (2012) Plant growth rates and seed size: a re-evaluation. Ecology, 93, 1283-1289.
Violle, C., Navas, M.-L., Vile, D., Kazakou, E., Fortunel, C., Hummel, I. & Garnier, E. (2007) Let the concept of trait be functional!. Oikos, 116, 882-892.
Wright, S.J., Kitajima, K., Kraft, N.J.B., Reich, P.B., Wright, I.J., Bunker, D.E. et al. (2010) Functional traits and the growth-mortality trade-off in tropical trees. Ecology, 91, 3664-3674.