A novel framework for linking functional diversity of plants with other trophic levels for the quantification of ecosystem services

A novel conceptual framework is presented that proposes to apply trait-based approaches to predicting the impact of environmental change on ecosystem service delivery by multi-trophic systems. Development of the framework was based on an extension of the response—effect trait approach to capture fun...

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Published in	Journal of vegetation science Vol. 24; no. 5; pp. 942 - 948
Main Authors	Lavorel, Sandra, Storkey, Jonathan, Bardgett, Richard D., de Bello, Francesco, Berg, Matty P., Le Roux, Xavier, Moretti, Marco, Mulder, Christian, Pakeman, Robin J., Díaz, Sandra, Harrington, Richard
Format	Journal Article
Language	English
Published	Blackwell Publishing Ltd 01.09.2013 Wiley
Subjects	Animal ecology Applied ecology Biotic control Biotic interactions Data processing Ecosystem functioning Ecosystem services Ecosystems Environmental change Field margins Functional trait Grassland Landscape ecology Life Sciences Plant ecology Plant-soil interactions Plants Pollination Soil nitrogen Trophic levels Vegetation Grassland Plant-soil interactions Field margins Functional trait Biotic control Environmental change Ecosystem functioning Biotic interactions Soil nitrogen Pollination
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ISSN	1100-9233 1654-1103
DOI	10.1111/jvs.12083

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Abstract	A novel conceptual framework is presented that proposes to apply trait-based approaches to predicting the impact of environmental change on ecosystem service delivery by multi-trophic systems. Development of the framework was based on an extension of the response—effect trait approach to capture functional relationships that drive trophic interactions. The framework was populated with worked examples to demonstrate its flexibility and value for linking disparate data sources, identifying knowledge gaps and generating hypotheses for quantitative models.
AbstractList	A novel conceptual framework is presented that proposes to apply trait-based approaches to predicting the impact of environmental change on ecosystem service delivery by multi-trophic systems. Development of the framework was based on an extension of the response—effect trait approach to capture functional relationships that drive trophic interactions. The framework was populated with worked examples to demonstrate its flexibility and value for linking disparate data sources, identifying knowledge gaps and generating hypotheses for quantitative models. A novel conceptual framework is presented that proposes to apply trait‐based approaches to predicting the impact of environmental change on ecosystem service delivery by multi‐trophic systems. Development of the framework was based on an extension of the response–effect trait approach to capture functional relationships that drive trophic interactions. The framework was populated with worked examples to demonstrate its flexibility and value for linking disparate data sources, identifying knowledge gaps and generating hypotheses for quantitative models. A novel conceptual framework, based on an extension of the plant response – effect trait approach, proposes to apply trait‐based approaches to predicting the impact of environmental change on ecosystem services delivered by multiple trophic levels. We demonstrate the flexibility and value of the framework for linking disparate data sources, identifying knowledge gaps and generating hypotheses for quantitative models. A novel conceptual framework is presented that proposes to apply trait-based approaches to predicting the impact of environmental change on ecosystem service delivery by multi-trophic systems. Development of the framework was based on an extension of the response-effect trait approach to capture functional relationships that drive trophic interactions. The framework was populated with worked examples to demonstrate its flexibility and value for linking disparate data sources, identifying knowledge gaps and generating hypotheses for quantitative models. A novel conceptual framework, based on an extension of the plant response - effect trait approach, proposes to apply trait-based approaches to predicting the impact of environmental change on ecosystem services delivered by multiple trophic levels. We demonstrate the flexibility and value of the framework for linking disparate data sources, identifying knowledge gaps and generating hypotheses for quantitative models. A novel conceptual framework is presented that proposes to apply trait-based approaches to predicting the impact of environmental change on ecosystem service delivery by multi-trophic systems. Development of the framework was based on an extension of the response\textendasheffect trait approach to capture functional relationships that drive trophic interactions. The framework was populated with worked examples to demonstrate its flexibility and value for linking disparate data sources, identifying knowledge gaps and generating hypotheses for quantitative models.
Author	Bardgett, Richard D. Lavorel, Sandra de Bello, Francesco Storkey, Jonathan Harrington, Richard Pakeman, Robin J. Díaz, Sandra Le Roux, Xavier Mulder, Christian Berg, Matty P. Moretti, Marco
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Copyright	Copyright © 2013 International Association for Vegetation Science 2013 International Association for Vegetation Science Distributed under a Creative Commons Attribution 4.0 International License
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Keywords	Grassland Plant-soil interactions Field margins Functional trait Biotic control Environmental change Ecosystem functioning Biotic interactions Soil nitrogen Pollination
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PublicationCentury	2000
PublicationDate	September 2013
PublicationDateYYYYMMDD	2013-09-01
PublicationDate_xml	– month: 09 year: 2013 text: September 2013
PublicationDecade	2010
PublicationTitle	Journal of vegetation science
PublicationTitleAlternate	J Veg Sci
PublicationYear	2013
Publisher	Blackwell Publishing Ltd Wiley
Publisher_xml	– name: Blackwell Publishing Ltd – name: Wiley
References	Fenster, C.B., Armbruster, W.S., Wilson, P., Dudash, M.R. & Thomson, J.D. 2004. Pollination syndromes and floral specialization. Annual Review of Ecology and Systematics 35: 375-403. Bardgett, R.D. & Wardle, D.A. 2003. Herbivore-mediated linkages between aboveground and belowground communities. Ecology 84: 2258-2268. Öckinger, E., Schweiger, O., Crist, T.O., Debinski, D.M., Krauss, J., Kuussaari, M., Petersen, J.D., Pöyry, J., Settele, J., Summerville, K.S. & Bommarco, R. 2010. Life-history traits predict species responses to habitat area and isolation: a cross-continental synthesis. Ecology Letters 13: 969-979. Reiss, J., Bridle, J.R., Montoya, J.M. & Woodward, G. 2009. Emerging horizons in biodiversity and ecosystem functioning research. Trends in Ecology & Evolution 24: 505-514. Cardinale, B.J., Duffy, J.E., Gonzalez, A., Hooper, D.U., Perrings, C., Venail, P., Narwani, A., Mace, G.M., Tilman, D., Wardle, D.A., Kinzig, A.P., Daily, G.C., Loreau, M., Grace, J.B., Larigauderie, A., Srivastava, D.S. & Naeem, S. 2012. Biodiversity loss and its impact on humanity. Nature 486: 59-67. Pakeman, R.J. 2011. Multivariate identification of plant functional response and effect traits in an agricultural landscape. Ecology 92: 1353-1365. Shipley, B. 2000. Cause and correlation in ecology - A user's guide to path analysis, structural equations and causal inference. Cambridge University Press, Cambridge, UK. Lavorel, S. 2013. Plant functional effects on ecosystem services. Journal of Ecology 101: 4-8. Moretti, M., De Bello, F., Ibanez, S., Fontana, S., Pezzatti, G.B., Dziock, F., Rixen, C. & Lavorel, S. 2013. Linking traits between plants and invertebrate herbivores to track functional effects of environmental changes. Journal of Vegetation Science. In press. Kennedy, C.M., Marra, P.P., Fagan, W.F. & Neel, M.C. 2010. Landscape matrix and species traits mediate responses of Neotropical resident birds to forest fragmentation in Jamaica. Ecological Monographs 80: 651-669. Zhang, W., Ricketts, T.H., Kremen, C., Carney, K. & Swinton, S.M. 2007. Ecosystem services and dis-services to agriculture. Ecological Economics 64: 253-260. 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., Leps, J., Meier, T., Pakeman, R., Papadimitriou, M., Papanastasis, V., Quested, H., Quétier, F., Robson, T.M., Roumet, C., Rusch, G., Skarpe, C., Sternberg, M., Theau, J.P., Thébault, A., Vile, D. & Zarovali, M.P. 2007. A standardized methodology to assess the effects of land use change on plant traits, communities and ecosystem functioning in grasslands. Annals of Botany 99: 967-985. Mulder, C., Boit, A., Mori, S., Vonk, J.A., Dyer, S.D., Faggiano, L., Geisen, S., González, A.L., Kaspari, M., Lavorel, S., Marquet, P.A., Rossberg, A.G., Sterner, R.W., Voigt, W. & Wall, D.H. 2012. Distributional (in) congruence of Biodiversity-Ecosystem Functioning. Advances in Ecological Research 46: 1-88. Stang, M., Klinkhamer, P. & Van der Meijden, E. 2007. Asymmetric specialization and extinction risk in plant-flower visitor webs: a matter of morphology or abundance? Oecologia 151: 442-453. Tylianakis, J.M., Didham, R.K., Bascompte, J. & Wardle, D.A. 2008. Global change and species interactions in terrestrial ecosystems. Ecology Letters 11: 1351-1363. Potts, S.G., Vulliamy, B., Dafni, A., Ne'eman, G. & Willmer, P. 2003. Linking bees and flowers: how do floral communities structure pollinator communities? Ecology 84: 2628-2642. Woodcock, B.A., Redhead, J., Vanbergen, A.J., Hulmes, L., Hulmes, S., Peyton, J., Nowakowski, M., Pywell, R.F. & Heard, M.S. 2010. Impact of habitat type and landscape structure on biomass, species richness and functional diversity of ground beetles. Agriculture, Ecosystems and Environment 139: 181-186. Díaz, S., Fargione, J., Chapin, F.S. III & Tilman, D. 2006. Biodiversity loss threatens human well-being. PLoS Biology 4: e277. Ibanez, S. 2012. Optimizing size thresholds in a plant-pollinator interaction web: towards a mechanistic understanding of ecological networks. Oecologia 170: 233-242. Lienin, P. & Kleyer, M. 2012. Plant trait responses to the environment and effects on multiple ecosystem properties. Basic and Applied Ecology 13: 301-311. Luck, G.W., Lavorel, S., McIntyre, S. & Lumb, K. 2012. Extending trait-based frameworks to vertebrates and improving their application to the study of ecosystem services. Journal of Animal Ecology 81: 1065-1076. Suding, K.N., Lavorel, S., Chapin, F.S. III, Díaz, S., Garnier, E., Goldberg, D., Hooper, D.U., Jackson, S.T. & Navas, M.L. 2008. Scaling environmental change from traits to communities to ecosystems: the challenge of intermediate-level complexity. Global Change Biology 14: 1125-1140. Cornelissen, J.H.C., Lavorel, S., Garnier, E., Díaz, S., Buchmann, N., Gurvich, D.E., Reich, P.B., Ter Steege, H., Morgan, H.D., Van der Heijden, M.G.A., Pausas, J.G. & Poorter, H. 2003. Handbook of protocols for standardised and easy measurement of plant functional traits worldwide. Australian Journal of Botany 51: 335-380. Schmitz, O.J. 2008. Effects of predator hunting mode on grassland ecosystem function. Science 319: 952-954. Fahrig, L., Baudry, J., Brotons, L., Burel, F.G., Crist, T.O., Fuller, R.J., Sirami, C., Siriwardena, G.M. & Martin, J.-L. 2011. Functional landscape heterogeneity and animal biodiversity in agricultural landscapes. Ecology Letters 14: 101-112. Laliberté, E. & Tylianakis, J.M. 2012. Cascading effects of long-term land-use changes on plant traits and ecosystem functioning. Ecology 93: 145-155. Lavorel, S. & Garnier, E. 2002. Predicting the effects of environmental changes on plant community composition and ecosystem functioning: revisiting the Holy Grail. Functional Ecology 16: 545-556. Carvell, C., Roy, D.B., Smart, S.M., Pywell, R.F., Preston, C.D. & Goulson, D. 2006. Declines in forage availability for bumblebees at a national scale. Biological Conservation 132: 481-489. Kremen, C., Williams, N.E., Aizen, M.A., Gemmill-Herren, B., LeBuhn, G., Minckley, R., Packer, L., Potts, S.G., Roulston, T., Steffan-Dewenter, I., Vasquez, D.P., Winfree, R., Adams, L., Crone, E.E., Greenleaf, S.S., Keitt, T.H., Klein, A.-M., Regetz, J. & Rickletts, T.H. 2007. Pollination and other ecosystem services produced by mobile organisms: a conceptual framework for the effects of land-use change. Ecology Letters 10: 299-314. Lavorel, S., Grigulis, K., Lamarque, P., Colace, M.-P., Garden, D., Girel, J., Douzet, R. & Pellet, G. 2009. Using plant functional traits to understand the landscape-scale distribution of multiple ecosystem services. Journal of Ecology 99: 135-147. De Bello, F., Lavorel, S., Díaz, S., Harrington, R., Cornelissen, J.H.C., Bardgett, R.D., Berg, M.P., Cipriotti, P., Feld, C.K., Hering, D., Da Silva, P.M., Potts, S.G., Sandin, L., Sousa, J.P., Storkey, J., Wardle, D.A. & Harrison, P.A. 2010. Towards an assessment of multiple ecosystem processes and services via functional traits. Biodiversity and Conservation 19: 2873-2893. Kattge, J., Díaz, S., Lavorel, S., Prentice, I.C., Leadley, P., Bönisch, G., Garnier, E., Westoby, M., Reich, P.B., Wright, I.J., Cornelissen, J.H.C., Violle, C., Harrison, S.P., Van Bodegom, P.M., Reichstein, M., Enquist, B.J., Soudzilovskaia, N.A., Ackerly, D.D., Anand, M., Atkin, O., Bahn, M., Baker, T.R., Baldocchi, D., Bekker, R., Blanco, C.C., Blonder, B., Bond, W.J., Bradstock, R., Bunker, D.E., Casanoves, F., Cavender-Bares, J., Chambers, J.Q., Chapin, F.S. III, Chave, J., Coomes, D., Cornwell, W.K., Craine, J.M., Dobrin, B.H., Duarte, L., Durka, W., Elser, J., Esser, G., Estiarte, M., Fagan, W.F., Fang, J., Fernández-Méndez, F., Fidelis, A., Finegan, B., Flores, O., Ford, H., Frank, D., Freschet, G.T., Fyllas, N.M., Gallagher, R.V., Green, W.A., Gutierrez, A.G., Hickler, T., Higgins, S.I., Hodgson, J.G., Jalili, A., Jansen, S., Joly, C.A., Kerkhoff, A.J., Kirkup, D., Kitajima, K., Kleyer, M., Klotz, S., Knops, J.M.H., Kramer, K., Kühn, I., Kurokawa, H., Laughlin, D., Lee, T.D., Leishman, M., Lens, F., Lenz, T., Lewis, S.L., Lloyd, J., Llusià, J., Louault, F., Ma, S., Mahecha, M.D., Manning, P., Massad, T., Medlyn, B.E., Messier, J., Moles, A.T., Müller, S.C., Nadrowski, K., Naeem, S., Niinemets, Ü., Nöllert, S., Nüske, A., Ogaya, R., Oleksyn, J., Onipchenko, V.G., Onoda, Y., Ordoñez, J., Overbeck, G., Ozinga, W.A., Patiño, S., Paula, S., Pausas, J.G., Peñuelas, J., Phillips, O.L., Pillar, V., Poorter, H., Poorter, L., Poschlod, P., Prinzing, A., Proulx, R., Rammig, A., Reinsch, S., Reu, B., Sack, L., Salgado-Negret, B., Sardans, J., Shiodera, S., Shipley, B., Siefert, A., Sosinski, E., Soussana, J.-F., Swaine, E., Swenson, N., Thompson, K., Thornton, P., Waldram, M., Weiher, E., White, M., White, S., Wright, S.J., Yguel, B., Zaehle, S., Zanne, A.E. & Wirth, C. 2011. TRY - a global database of plant traits. Global Change Biology 17: 2905-2935. Minden, V. & Kleyer, M. 2011. Testing the effect-response framework: key response and effect traits determining above-ground biomass of salt marshes. Journal of Vegetation Science 22: 387-401. Díaz, S., Lavorel, S., De Bello, F., Quétier, F., Grigulis, K. & Robson, T.M. 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. Pakeman, R.J. & Stockan, J. In press Using plant functional traits as a link between land use and bee foraging abundance. Acta Oecologica, in press. Kremen, C. 2005. Managing ecosystem services: what do we need to know about their ecology? Ecology Letters 8: 468-479. Lavorel, S. & Grigulis, K. 2012. How fundamental plant functional trait relationships scale-up to trade-offs and synergies in ecosystem services. Journal of Ecology 100: 128-140. Bluethgen, N. & Klein, A.-M. 2011. Functional complementarity and specialisation: the role of biodiversity in plant-pollina 2002; 16 2007; 104 2012; 81 2009; 24 2012; 100 2012; 486 2010; 13 2010; 19 2007; 121 2013; 101 2008; 14 2006; 132 2011; 12 2006; 4 2008; 11 2011; 14 2011; 17 2010; 80 2007; 10 2012; 13 2003; 51 2007; 99 2012; 93 2009; 99 2000 2007; 151 2010; 139 2005; 8 2011; 92 2012; 170 2004; 35 2008; 319 2011; 22 2013 2007; 64 2012; 46 2003; 84 e_1_2_5_27_1 e_1_2_5_28_1 e_1_2_5_25_1 e_1_2_5_26_1 e_1_2_5_23_1 e_1_2_5_24_1 e_1_2_5_21_1 e_1_2_5_22_1 e_1_2_5_29_1 e_1_2_5_20_1 e_1_2_5_40_1 e_1_2_5_15_1 e_1_2_5_38_1 e_1_2_5_14_1 e_1_2_5_39_1 e_1_2_5_17_1 e_1_2_5_36_1 e_1_2_5_9_1 e_1_2_5_16_1 e_1_2_5_37_1 e_1_2_5_8_1 e_1_2_5_11_1 e_1_2_5_34_1 e_1_2_5_7_1 e_1_2_5_10_1 e_1_2_5_6_1 e_1_2_5_13_1 Pakeman R.J. (e_1_2_5_31_1) e_1_2_5_32_1 e_1_2_5_5_1 e_1_2_5_12_1 e_1_2_5_33_1 e_1_2_5_4_1 e_1_2_5_3_1 e_1_2_5_2_1 e_1_2_5_19_1 e_1_2_5_18_1 e_1_2_5_30_1 Shipley B. (e_1_2_5_35_1) 2000
References_xml	– reference: Carvell, C., Roy, D.B., Smart, S.M., Pywell, R.F., Preston, C.D. & Goulson, D. 2006. Declines in forage availability for bumblebees at a national scale. Biological Conservation 132: 481-489. – reference: Kennedy, C.M., Marra, P.P., Fagan, W.F. & Neel, M.C. 2010. Landscape matrix and species traits mediate responses of Neotropical resident birds to forest fragmentation in Jamaica. Ecological Monographs 80: 651-669. – reference: Lavorel, S. 2013. Plant functional effects on ecosystem services. Journal of Ecology 101: 4-8. – reference: Pakeman, R.J. & Stockan, J. In press Using plant functional traits as a link between land use and bee foraging abundance. Acta Oecologica, in press. – reference: Stang, M., Klinkhamer, P. & Van der Meijden, E. 2007. Asymmetric specialization and extinction risk in plant-flower visitor webs: a matter of morphology or abundance? Oecologia 151: 442-453. – reference: Lavorel, S., Grigulis, K., Lamarque, P., Colace, M.-P., Garden, D., Girel, J., Douzet, R. & Pellet, G. 2009. Using plant functional traits to understand the landscape-scale distribution of multiple ecosystem services. Journal of Ecology 99: 135-147. – reference: Reiss, J., Bridle, J.R., Montoya, J.M. & Woodward, G. 2009. Emerging horizons in biodiversity and ecosystem functioning research. Trends in Ecology & Evolution 24: 505-514. – reference: Kremen, C., Williams, N.E., Aizen, M.A., Gemmill-Herren, B., LeBuhn, G., Minckley, R., Packer, L., Potts, S.G., Roulston, T., Steffan-Dewenter, I., Vasquez, D.P., Winfree, R., Adams, L., Crone, E.E., Greenleaf, S.S., Keitt, T.H., Klein, A.-M., Regetz, J. & Rickletts, T.H. 2007. Pollination and other ecosystem services produced by mobile organisms: a conceptual framework for the effects of land-use change. Ecology Letters 10: 299-314. – reference: Díaz, S., Lavorel, S., De Bello, F., Quétier, F., Grigulis, K. & Robson, T.M. 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. – reference: Díaz, S., Fargione, J., Chapin, F.S. III & Tilman, D. 2006. Biodiversity loss threatens human well-being. PLoS Biology 4: e277. – reference: Luck, G.W., Lavorel, S., McIntyre, S. & Lumb, K. 2012. Extending trait-based frameworks to vertebrates and improving their application to the study of ecosystem services. Journal of Animal Ecology 81: 1065-1076. – reference: Kremen, C. 2005. Managing ecosystem services: what do we need to know about their ecology? Ecology Letters 8: 468-479. – reference: Minden, V. & Kleyer, M. 2011. Testing the effect-response framework: key response and effect traits determining above-ground biomass of salt marshes. Journal of Vegetation Science 22: 387-401. – reference: Mulder, C., Boit, A., Mori, S., Vonk, J.A., Dyer, S.D., Faggiano, L., Geisen, S., González, A.L., Kaspari, M., Lavorel, S., Marquet, P.A., Rossberg, A.G., Sterner, R.W., Voigt, W. & Wall, D.H. 2012. Distributional (in) congruence of Biodiversity-Ecosystem Functioning. Advances in Ecological Research 46: 1-88. – reference: 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., Leps, J., Meier, T., Pakeman, R., Papadimitriou, M., Papanastasis, V., Quested, H., Quétier, F., Robson, T.M., Roumet, C., Rusch, G., Skarpe, C., Sternberg, M., Theau, J.P., Thébault, A., Vile, D. & Zarovali, M.P. 2007. A standardized methodology to assess the effects of land use change on plant traits, communities and ecosystem functioning in grasslands. 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Handbook of protocols for standardised and easy measurement of plant functional traits worldwide. Australian Journal of Botany 51: 335-380. – reference: Laliberté, E. & Tylianakis, J.M. 2012. Cascading effects of long-term land-use changes on plant traits and ecosystem functioning. Ecology 93: 145-155. – reference: Öckinger, E., Schweiger, O., Crist, T.O., Debinski, D.M., Krauss, J., Kuussaari, M., Petersen, J.D., Pöyry, J., Settele, J., Summerville, K.S. & Bommarco, R. 2010. Life-history traits predict species responses to habitat area and isolation: a cross-continental synthesis. Ecology Letters 13: 969-979. – reference: Tylianakis, J.M., Didham, R.K., Bascompte, J. & Wardle, D.A. 2008. Global change and species interactions in terrestrial ecosystems. Ecology Letters 11: 1351-1363. – reference: Fahrig, L., Baudry, J., Brotons, L., Burel, F.G., Crist, T.O., Fuller, R.J., Sirami, C., Siriwardena, G.M. & Martin, J.-L. 2011. Functional landscape heterogeneity and animal biodiversity in agricultural landscapes. Ecology Letters 14: 101-112. – reference: Lavorel, S. & Grigulis, K. 2012. How fundamental plant functional trait relationships scale-up to trade-offs and synergies in ecosystem services. Journal of Ecology 100: 128-140. – reference: Pakeman, R.J. 2011. Multivariate identification of plant functional response and effect traits in an agricultural landscape. Ecology 92: 1353-1365. – reference: Suding, K.N., Lavorel, S., Chapin, F.S. III, Díaz, S., Garnier, E., Goldberg, D., Hooper, D.U., Jackson, S.T. & Navas, M.L. 2008. Scaling environmental change from traits to communities to ecosystems: the challenge of intermediate-level complexity. Global Change Biology 14: 1125-1140. – reference: Lavorel, S. & Garnier, E. 2002. Predicting the effects of environmental changes on plant community composition and ecosystem functioning: revisiting the Holy Grail. Functional Ecology 16: 545-556. – reference: De Bello, F., Lavorel, S., Díaz, S., Harrington, R., Cornelissen, J.H.C., Bardgett, R.D., Berg, M.P., Cipriotti, P., Feld, C.K., Hering, D., Da Silva, P.M., Potts, S.G., Sandin, L., Sousa, J.P., Storkey, J., Wardle, D.A. & Harrison, P.A. 2010. Towards an assessment of multiple ecosystem processes and services via functional traits. Biodiversity and Conservation 19: 2873-2893. – reference: Bluethgen, N. & Klein, A.-M. 2011. Functional complementarity and specialisation: the role of biodiversity in plant-pollinator interactions. Basic and Applied Ecology 12: 282-291. – reference: Fenster, C.B., Armbruster, W.S., Wilson, P., Dudash, M.R. & Thomson, J.D. 2004. Pollination syndromes and floral specialization. Annual Review of Ecology and Systematics 35: 375-403. – reference: Ibanez, S. 2012. Optimizing size thresholds in a plant-pollinator interaction web: towards a mechanistic understanding of ecological networks. Oecologia 170: 233-242. – reference: Cardinale, B.J., Duffy, J.E., Gonzalez, A., Hooper, D.U., Perrings, C., Venail, P., Narwani, A., Mace, G.M., Tilman, D., Wardle, D.A., Kinzig, A.P., Daily, G.C., Loreau, M., Grace, J.B., Larigauderie, A., Srivastava, D.S. & Naeem, S. 2012. Biodiversity loss and its impact on humanity. Nature 486: 59-67. – reference: Moretti, M., De Bello, F., Ibanez, S., Fontana, S., Pezzatti, G.B., Dziock, F., Rixen, C. & Lavorel, S. 2013. Linking traits between plants and invertebrate herbivores to track functional effects of environmental changes. Journal of Vegetation Science. In press. – reference: Shipley, B. 2000. Cause and correlation in ecology - A user's guide to path analysis, structural equations and causal inference. Cambridge University Press, Cambridge, UK. – reference: Kattge, J., Díaz, S., Lavorel, S., Prentice, I.C., Leadley, P., Bönisch, G., Garnier, E., Westoby, M., Reich, P.B., Wright, I.J., Cornelissen, J.H.C., Violle, C., Harrison, S.P., Van Bodegom, P.M., Reichstein, M., Enquist, B.J., Soudzilovskaia, N.A., Ackerly, D.D., Anand, M., Atkin, O., Bahn, M., Baker, T.R., Baldocchi, D., Bekker, R., Blanco, C.C., Blonder, B., Bond, W.J., Bradstock, R., Bunker, D.E., Casanoves, F., Cavender-Bares, J., Chambers, J.Q., Chapin, F.S. III, Chave, J., Coomes, D., Cornwell, W.K., Craine, J.M., Dobrin, B.H., Duarte, L., Durka, W., Elser, J., Esser, G., Estiarte, M., Fagan, W.F., Fang, J., Fernández-Méndez, F., Fidelis, A., Finegan, B., Flores, O., Ford, H., Frank, D., Freschet, G.T., Fyllas, N.M., Gallagher, R.V., Green, W.A., Gutierrez, A.G., Hickler, T., Higgins, S.I., Hodgson, J.G., Jalili, A., Jansen, S., Joly, C.A., Kerkhoff, A.J., Kirkup, D., Kitajima, K., Kleyer, M., Klotz, S., Knops, J.M.H., Kramer, K., Kühn, I., Kurokawa, H., Laughlin, D., Lee, T.D., Leishman, M., Lens, F., Lenz, T., Lewis, S.L., Lloyd, J., Llusià, J., Louault, F., Ma, S., Mahecha, M.D., Manning, P., Massad, T., Medlyn, B.E., Messier, J., Moles, A.T., Müller, S.C., Nadrowski, K., Naeem, S., Niinemets, Ü., Nöllert, S., Nüske, A., Ogaya, R., Oleksyn, J., Onipchenko, V.G., Onoda, Y., Ordoñez, J., Overbeck, G., Ozinga, W.A., Patiño, S., Paula, S., Pausas, J.G., Peñuelas, J., Phillips, O.L., Pillar, V., Poorter, H., Poorter, L., Poschlod, P., Prinzing, A., Proulx, R., Rammig, A., Reinsch, S., Reu, B., Sack, L., Salgado-Negret, B., Sardans, J., Shiodera, S., Shipley, B., Siefert, A., Sosinski, E., Soussana, J.-F., Swaine, E., Swenson, N., Thompson, K., Thornton, P., Waldram, M., Weiher, E., White, M., White, S., Wright, S.J., Yguel, B., Zaehle, S., Zanne, A.E. & Wirth, C. 2011. TRY - a global database of plant traits. Global Change Biology 17: 2905-2935. – reference: Brussaard, L., De Ruiter, P.C. & Brown, G.G. 2007. Soil biodiversity for agricultural sustainability. Agriculture, Ecosystems and Environment 121: 233-244. – reference: Schmitz, O.J. 2008. Effects of predator hunting mode on grassland ecosystem function. Science 319: 952-954. – reference: Woodcock, B.A., Redhead, J., Vanbergen, A.J., Hulmes, L., Hulmes, S., Peyton, J., Nowakowski, M., Pywell, R.F. & Heard, M.S. 2010. Impact of habitat type and landscape structure on biomass, species richness and functional diversity of ground beetles. 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Snippet	A novel conceptual framework is presented that proposes to apply trait-based approaches to predicting the impact of environmental change on ecosystem service... A novel conceptual framework is presented that proposes to apply trait‐based approaches to predicting the impact of environmental change on ecosystem service...
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SubjectTerms	Animal ecology Applied ecology Biotic control Biotic interactions Data processing Ecosystem functioning Ecosystem services Ecosystems Environmental change Field margins Functional trait Grassland Landscape ecology Life Sciences Plant ecology Plant-soil interactions Plants Pollination Soil nitrogen Trophic levels Vegetation
Title	A novel framework for linking functional diversity of plants with other trophic levels for the quantification of ecosystem services
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