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1. Global plant trait relationships extend to the climatic extremes of the tundra biome.

Author

Thomas, H, Bjorkman, A, Myers-Smith, I, Elmendorf, S, Kattge, J, Diaz, S, Vellend, M, Blok, D, Cornelissen, J, Forbes, B, Henry, G, Hollister, R, Normand, S, Prevéy, J, Rixen, C, Schaepman-Strub, G, Wilmking, M, Wipf, S, Cornwell, W, Beck, P, Georges, D, Goetz, S, Guay, K, Rüger, N, Soudzilovskaia, N, Spasojevic, Marko, Alatalo, J, Alexander, H, Anadon-Rosell, A, Angers-Blondin, S, Te Beest, M, Berner, L, Björk, R, Buchwal, A, Buras, A, Carbognani, M, Christie, K, Collier, L, Cooper, E, Elberling, B, Eskelinen, A, Frei, E, Grau, O, Grogan, P, Hallinger, M, Heijmans, M, Hermanutz, L, Hudson, J, Johnstone, J, Hülber, K, Iturrate-Garcia, M, Iversen, C, Jaroszynska, F, Kaarlejarvi, E, Kulonen, A, Lamarque, L, Lantz, T, Lévesque, E, Little, C, Michelsen, A, Milbau, A, Nabe-Nielsen, J, Nielsen, S, Ninot, J, Oberbauer, S, Olofsson, J, Onipchenko, V, Petraglia, A, Rumpf, S, Shetti, R, Speed, J, Suding, K, Tape, K, Tomaselli, M, Trant, A, Treier, U, Tremblay, M, Venn, S, Vowles, T, Weijers, S, Wookey, P, Zamin, T, Bahn, M, Blonder, Benjamin, van Bodegom, P, Bond-Lamberty, B, Campetella, G, Cerabolini, B, Chapin, F, Craine, J, Dainese, M, Green, W, Jansen, S, Kleyer, M, Manning, P, Niinemets, Ü, Onoda, Y, Ozinga, W, Peñuelas, J, and Poschlod, P

Subjects
Climate, Ecosystem, Plant Development, Plants, Tundra
Abstract

The majority of variation in six traits critical to the growth, survival and reproduction of plant species is thought to be organised along just two dimensions, corresponding to strategies of plant size and resource acquisition. However, it is unknown whether global plant trait relationships extend to climatic extremes, and if these interspecific relationships are confounded by trait variation within species. We test whether trait relationships extend to the cold extremes of life on Earth using the largest database of tundra plant traits yet compiled. We show that tundra plants demonstrate remarkably similar resource economic traits, but not size traits, compared to global distributions, and exhibit the same two dimensions of trait variation. Three quarters of trait variation occurs among species, mirroring global estimates of interspecific trait variation. Plant trait relationships are thus generalizable to the edge of global trait-space, informing prediction of plant community change in a warming world.

Published
2020

2. Traditional plant functional groups explain variation in economic but not size-related traits across the tundra biome.

Author

Thomas, HJD, Myers-Smith, IH, Bjorkman, AD, Elmendorf, SC, Blok, D, Cornelissen, JHC, Forbes, BC, Hollister, RD, Normand, S, Prevéy, JS, Rixen, C, Schaepman-Strub, G, Wilmking, M, Wipf, S, Cornwell, WK, Kattge, J, Goetz, SJ, Guay, KC, Alatalo, JM, Anadon-Rosell, A, Angers-Blondin, S, Berner, LT, Björk, RG, Buchwal, A, Buras, A, Carbognani, M, Christie, K, Siegwart Collier, L, Cooper, EJ, Eskelinen, A, Frei, ER, Grau, O, Grogan, P, Hallinger, M, Heijmans, MMPD, Hermanutz, L, Hudson, JMG, Hülber, K, Iturrate-Garcia, M, Iversen, CM, Jaroszynska, F, Johnstone, JF, Kaarlejärvi, E, Kulonen, A, Lamarque, LJ, Lévesque, E, Little, CJ, Michelsen, A, Milbau, A, Nabe-Nielsen, J, Nielsen, SS, Ninot, JM, Oberbauer, SF, Olofsson, J, Onipchenko, VG, Petraglia, A, Rumpf, SB, Semenchuk, PR, Soudzilovskaia, NA, Spasojevic, MJ, Speed, JDM, Tape, KD, Te Beest, M, Tomaselli, M, Trant, A, Treier, UA, Venn, S, Vowles, T, Weijers, S, Zamin, T, Atkin, OK, Bahn, M, Blonder, B, Campetella, G, Cerabolini, BEL, Chapin Iii, FS, Dainese, M, de Vries, FT, Díaz, S, Green, W, Jackson, RB, Manning, P, Niinemets, Ü, Ozinga, WA, Peñuelas, J, Reich, PB, Schamp, B, Sheremetev, S, and van Bodegom, PM

Subjects
cluster analysis, community composition, ecosystem function, plant functional groups, plant functional types, plant traits, tundra biome, vegetation change, Ecology, Ecological Applications, Physical Geography and Environmental Geoscience
Abstract

AimPlant functional groups are widely used in community ecology and earth system modelling to describe trait variation within and across plant communities. However, this approach rests on the assumption that functional groups explain a large proportion of trait variation among species. We test whether four commonly used plant functional groups represent variation in six ecologically important plant traits.LocationTundra biome.Time periodData collected between 1964 and 2016.Major taxa studied295 tundra vascular plant species.MethodsWe compiled a database of six plant traits (plant height, leaf area, specific leaf area, leaf dry matter content, leaf nitrogen, seed mass) for tundra species. We examined the variation in species-level trait expression explained by four traditional functional groups (evergreen shrubs, deciduous shrubs, graminoids, forbs), and whether variation explained was dependent upon the traits included in analysis. We further compared the explanatory power and species composition of functional groups to alternative classifications generated using post hoc clustering of species-level traits.ResultsTraditional functional groups explained significant differences in trait expression, particularly amongst traits associated with resource economics, which were consistent across sites and at the biome scale. However, functional groups explained 19% of overall trait variation and poorly represented differences in traits associated with plant size. Post hoc classification of species did not correspond well with traditional functional groups, and explained twice as much variation in species-level trait expression.Main conclusionsTraditional functional groups only coarsely represent variation in well-measured traits within tundra plant communities, and better explain resource economic traits than size-related traits. We recommend caution when using functional group approaches to predict tundra vegetation change, or ecosystem functions relating to plant size, such as albedo or carbon storage. We argue that alternative classifications or direct use of specific plant traits could provide new insights for ecological prediction and modelling.

Published
2019

3. Traditional plant functional groups explain variation in economic but not size-related traits across the tundra biome

Author

Thomas, H.J.D., Myers-Smith, I.H., Bjorkman, A.D., Elmendorf, S.C., Blok, D., Cornelissen, J.H.C., Forbes, B.C., Hollister, R.D., Normand, S., Prevéy, J.S., Rixen, C., Schaepman-Strub, G., Wilmking, M., Wipf, S., Cornwell, W.K., Kattge, J., Goetz, S.J., Guay, K.C., Alatalo, J.M., Anadon-Rosell, A., Angers-Blondin, S., Berner, L.T., Björk, R.G., Buchwal, A., Buras, A., Carbognani, M., Christie, K., Siegwart Collier, L., Cooper, E.J., Eskelinen, A., Frei, E.R., Grau, O., Grogan, P., Hallinger, M., Heijmans, M.M.P.D., Hermanutz, L., Hudson, J.M.G., Hülber, K., Iturrate-Garcia, M., Iversen, C.M., Jaroszynska, F., Johnstone, J.F., Kaarlejärvi, E., Kulonen, A., Lamarque, L.J., Lévesque, E., Little, C.J., Michelsen, A., Milbau, A., Nabe-Nielsen, J., Nielsen, S.S., Ninot, J.M., Oberbauer, S.F., Olofsson, J., Onipchenko, V.G., Petraglia, A., Rumpf, S.B., Semenchuk, P.R., Soudzilovskaia, N.A., Spasojevic, M.J., Speed, J.D.M., Tape, K.D., Beest, M. te, Tomaselli, M., Trant, A., Treier, U.A., Venn, S., Vowles, T., Weijers, S., Zamin, T., Atkin, O.K., Bahn, M., Blonder, B., Campetella, G., Cerabolini, B.E.L., Chapin III, F.S., Dainese, M., Vries, F.T. de, Díaz, S., Green, W., Jackson, R.B., Manning, P., Niinemets, Ü, Ozinga, W.A., Penuelas, J., Reich, P.B., Schamp, B., Sheremetev, S., Bodegom, P.M. van, Systems Ecology, Spatial Ecology and Global Change, Environmental Sciences, External Funding, Research Centre for Ecological Change, and van Bodegom, PM

Subjects
Plant functional types, Evolution, NUTRIENT, TERM, plant functional groups, Physical Geography and Environmental Geoscience, CARBON, vegetation change, Cluster analysis, Behavior and Systematics, ecosystem function, VDP::Matematikk og Naturvitenskap: 400::Zoologiske og botaniske fag: 480::Plantegeografi: 496, Community composition, Plant functional groups, community composition, ARCTIC TUNDRA, Ekologi, Plant traits, Global and Planetary Change, CLIMATE-CHANGE, Ecology, LEAF TRAITS, Botany, food and beverages, Botanik, VDP::Mathematics and natural science: 400::Zoology and botany: 480::Plant geography: 496, plant functional types, Research Papers, Tundra biome, cluster analysis, plant traits, tundra biome, Ecology, Evolution, Behavior and Systematics, Ecological Applications, 1181 Ecology, evolutionary biology, Vegetation change, Ecosystem function, VEGETATION, LITTER DECOMPOSITION RATES, RESPONSES, Research Paper
Abstract

Aim : Plant functional groups are widely used in community ecology and earth system modelling to describe trait variation within and across plant communities. However, this approach rests on the assumption that functional groups explain a large propor ‐ tion of trait variation among species. We test whether four commonly used plant functional groups represent variation in six ecologically important plant traits. Location : Tundra biome. Time period : Data collected between 1964 and 2016. Major taxa studied : 295 tundra vascular plant species. Methods : We compiled a database of six plant traits (plant height, leaf area, specific leaf area, leaf dry matter content, leaf nitrogen, seed mass) for tundra species. We exam ‐ ined the variation in species‐level trait expression explained by four traditional func ‐ tional groups (evergreen shrubs, deciduous shrubs, graminoids, forbs), and whether variation explained was dependent upon the traits included in analysis. We further compared the explanatory power and species composition of functional groups to al ‐ ternative classifications generated using post hoc clustering of species‐level traits. Results : Traditional functional groups explained significant differences in trait expres ‐ sion, particularly amongst traits associated with resource economics, which were con ‐ sistent across sites and at the biome scale. However, functional groups explained 19% of overall trait variation and poorly represented differences in traits associated with plant size. Post hoc classification of species did not correspond well with traditional functional groups, and explained twice as much variation in species‐level trait expression. Main conclusions : Traditional functional groups only coarsely represent variation in well‐measured traits within tundra plant communities, and better explain resource economic traits than size‐related traits. We recommend caution when using func ‐ tional group approaches to predict tundra vegetation change, or ecosystem func ‐ tions relating to plant size, such as albedo or carbon storage. We argue that alternative classifications or direct use of specific plant traits could provide new insights for ecological prediction and modelling. © 2018 The Authors Global Ecology and Biogeography Published by John Wiley & Sons Ltd. This is an open access article under the terms of the Creative Commons Attribution License.

Published
2021

4. Global plant trait relationships extend to the climatic extremes of the tundra biome

Author

Thomas, HJD, Bjorkman, AD, Myers-Smith, IH, Elmendorf, SC, Kattge, J, Diaz, S, Vellend, M, Blok, D, Cornelissen, JHC, Forbes, BC, Henry, GHR, Hollister, RD, Normand, S, Prevéy, JS, Rixen, C, Schaepman-Strub, G, Wilmking, M, Wipf, S, Cornwell, WK, Beck, PSA, Georges, D, Goetz, SJ, Guay, KC, Rüger, N, Soudzilovskaia, NA, Spasojevic, MJ, Alatalo, JM, Alexander, HD, Anadon-Rosell, A, Angers-Blondin, S, Te Beest, M, Berner, LT, Björk, RG, Buchwal, A, Buras, A, Carbognani, M, Christie, KS, Collier, LS, Cooper, EJ, Elberling, B, Eskelinen, A, Frei, ER, Grau, O, Grogan, P, Hallinger, M, Heijmans, MMPD, Hermanutz, L, Hudson, JMG, Johnstone, JF, Hülber, K, Iturrate-Garcia, M, Iversen, CM, Jaroszynska, F, Kaarlejarvi, E, Kulonen, A, Lamarque, LJ, Lantz, TC, Lévesque, E, Little, CJ, Michelsen, A, Milbau, A, Nabe-Nielsen, J, Nielsen, SS, Ninot, JM, Oberbauer, SF, Olofsson, J, Onipchenko, VG, Petraglia, A, Rumpf, SB, Shetti, R, Speed, JDM, Suding, KN, Tape, KD, Tomaselli, M, Trant, AJ, Treier, UA, Tremblay, M, Venn, SE, Vowles, T, Weijers, S, Wookey, PA, Zamin, TJ, Bahn, M, Blonder, B, van Bodegom, PM, Bond-Lamberty, B, Campetella, G, Cerabolini, BEL, Chapin, FS, Craine, JM, Dainese, M, Green, WA, Jansen, S, Kleyer, M, Manning, P, Niinemets, Ü, Onoda, Y, Ozinga, WA, Peñuelas, J, and Poschlod, P

Subjects
Climate, food and beverages, Plant Development, Plants, Tundra, Ecosystem
Abstract

The majority of variation in six traits critical to the growth, survival and reproduction of plant species is thought to be organised along just two dimensions, corresponding to strategies of plant size and resource acquisition. However, it is unknown whether global plant trait relationships extend to climatic extremes, and if these interspecific relationships are confounded by trait variation within species. We test whether trait relationships extend to the cold extremes of life on Earth using the largest database of tundra plant traits yet compiled. We show that tundra plants demonstrate remarkably similar resource economic traits, but not size traits, compared to global distributions, and exhibit the same two dimensions of trait variation. Three quarters of trait variation occurs among species, mirroring global estimates of interspecific trait variation. Plant trait relationships are thus generalizable to the edge of global trait-space, informing prediction of plant community change in a warming world.

Published
2020

5. Global plant trait relationships extend to the climatic extremes of the tundra biome

Author

Thomas, H. J. D., Bjorkman, A. D., Myers-Smith, I. H., Elmendorf, S. C., Kattge, J., Diaz, S., Vellend, M., Blok, D., Cornelissen, J. H. C., Forbes, B. C., Henry, G. H. R., Hollister, R. D., Normand, S., Prevey, J. S., Rixen, C., Schaepman-Strub, G., Wilmking, M., Wipf, S., Cornwell, W. K., Beck, P. S. A., Georges, D., Goetz, S. J., Guay, K. C., Ruger, N., Soudzilovskaia, N. A., Spasojevic, M. J., Alatalo, J. M., Alexander, H. D., Anadon-Rosell, A., Angers-Blondin, S., te Beest, Mariska, Berner, L. T., Bjoerk, R. G., Buchwal, A., Buras, A., Carbognani, M., Christie, K. S., Collier, L. S., Cooper, E. J., Elberling, B., Eskelinen, A., Frei, E. R., Grau, O., Grogan, P., Hallinger, M., Heijmans, M. M. P. D., Hermanutz, L., Hudson, J. M. G., Johnstone, J. F., Huelber, K., Iturrate-Garcia, M., Iversen, C. M., Jaroszynska, F., Kaarlejarvi, E., Kulonen, A., Lamarque, L. J., Lantz, T. C., Levesque, E., Little, C. J., Michelsen, A., Milbau, A., Nabe-Nielsen, J., Nielsen, S. S., Ninot, J. M., Oberbauer, S. F., Olofsson, Johan, Onipchenko, V. G., Petraglia, A., Rumpf, S. B., Shetti, R., Speed, J. D. M., Suding, K. N., Tape, K. D., Tomaselli, M., Trant, A. J., Treier, U. A., Tremblay, M., Venn, S. E., Vowles, T., Weijers, S., Wookey, P. A., Zamin, T. J., Bahn, M., Blonder, B., van Bodegom, P. M., Bond-Lamberty, B., Campetella, G., Cerabolini, B. E. L., Chapin, F. S. , I I I, Craine, J. M., Dainese, M., Green, W. A., Jansen, S., Kleyer, M., Manning, P., Niinemets, U., Onoda, Y., Ozinga, W. A., Penuelas, J., Poschlod, P., Reich, P. B., Sandel, B., Schamp, B. S., Sheremetiev, S. N., de Vries, F. T., Thomas, H. J. D., Bjorkman, A. D., Myers-Smith, I. H., Elmendorf, S. C., Kattge, J., Diaz, S., Vellend, M., Blok, D., Cornelissen, J. H. C., Forbes, B. C., Henry, G. H. R., Hollister, R. D., Normand, S., Prevey, J. S., Rixen, C., Schaepman-Strub, G., Wilmking, M., Wipf, S., Cornwell, W. K., Beck, P. S. A., Georges, D., Goetz, S. J., Guay, K. C., Ruger, N., Soudzilovskaia, N. A., Spasojevic, M. J., Alatalo, J. M., Alexander, H. D., Anadon-Rosell, A., Angers-Blondin, S., te Beest, Mariska, Berner, L. T., Bjoerk, R. G., Buchwal, A., Buras, A., Carbognani, M., Christie, K. S., Collier, L. S., Cooper, E. J., Elberling, B., Eskelinen, A., Frei, E. R., Grau, O., Grogan, P., Hallinger, M., Heijmans, M. M. P. D., Hermanutz, L., Hudson, J. M. G., Johnstone, J. F., Huelber, K., Iturrate-Garcia, M., Iversen, C. M., Jaroszynska, F., Kaarlejarvi, E., Kulonen, A., Lamarque, L. J., Lantz, T. C., Levesque, E., Little, C. J., Michelsen, A., Milbau, A., Nabe-Nielsen, J., Nielsen, S. S., Ninot, J. M., Oberbauer, S. F., Olofsson, Johan, Onipchenko, V. G., Petraglia, A., Rumpf, S. B., Shetti, R., Speed, J. D. M., Suding, K. N., Tape, K. D., Tomaselli, M., Trant, A. J., Treier, U. A., Tremblay, M., Venn, S. E., Vowles, T., Weijers, S., Wookey, P. A., Zamin, T. J., Bahn, M., Blonder, B., van Bodegom, P. M., Bond-Lamberty, B., Campetella, G., Cerabolini, B. E. L., Chapin, F. S. , I I I, Craine, J. M., Dainese, M., Green, W. A., Jansen, S., Kleyer, M., Manning, P., Niinemets, U., Onoda, Y., Ozinga, W. A., Penuelas, J., Poschlod, P., Reich, P. B., Sandel, B., Schamp, B. S., Sheremetiev, S. N., and de Vries, F. T.

Abstract

The majority of variation in six traits critical to the growth, survival and reproduction of plant species is thought to be organised along just two dimensions, corresponding to strategies of plant size and resource acquisition. However, it is unknown whether global plant trait relationships extend to climatic extremes, and if these interspecific relationships are confounded by trait variation within species. We test whether trait relationships extend to the cold extremes of life on Earth using the largest database of tundra plant traits yet compiled. We show that tundra plants demonstrate remarkably similar resource economic traits, but not size traits, compared to global distributions, and exhibit the same two dimensions of trait variation. Three quarters of trait variation occurs among species, mirroring global estimates of interspecific trait variation. Plant trait relationships are thus generalizable to the edge of global trait-space, informing prediction of plant community change in a warming world.

Published
2020
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6. Global plant trait relationships extend to the climatic extremes of the tundra biome

Author

Spatial Ecology and Global Change, Environmental Sciences, Thomas, H. J. D., Bjorkman, A. D., Myers-Smith, I. H., Elmendorf, S. C., Kattge, J., Diaz, S., Vellend, M., Blok, D., Cornelissen, J. H. C., Forbes, B. C., Henry, G. H. R., Hollister, R. D., Normand, S., Prevéy, J. S., Rixen, C., Schaepman-Strub, G., Wilmking, M., Wipf, S., Cornwell, W. K., Beck, P. S. A., Georges, D., Goetz, S. J., Guay, K. C., Rüger, N., Soudzilovskaia, N. A., Spasojevic, M. J., Alatalo, J. M., Alexander, H. D., Anadon-Rosell, A., Angers-Blondin, S., te Beest, M., Berner, L. T., Björk, R. G., Buchwal, A., Buras, A., Carbognani, M., Christie, K. S., Collier, L. S., Cooper, E. J., Elberling, B., Eskelinen, A., Frei, E. R., Grau, O., Grogan, P., Hallinger, M., Heijmans, M. M. P. D., Hermanutz, L., Hudson, J. M. G., Johnstone, J. F., Hülber, K., Iturrate-Garcia, M., Iversen, C. M., Jaroszynska, F., Kaarlejarvi, E., Kulonen, A., Lamarque, L. J., Lantz, T. C., Lévesque, E., Little, C. J., Michelsen, A., Milbau, A., Nabe-Nielsen, J., Nielsen, S. S., Ninot, J. M., Oberbauer, S. F., Olofsson, J., Onipchenko, V. G., Petraglia, A., Rumpf, S. B., Shetti, R., Speed, J. D. M., Suding, K. N., Tape, K. D., Tomaselli, M., Trant, A. J., Treier, U. A., Tremblay, M., Venn, S. E., Vowles, T., Weijers, S., Wookey, P. A., Zamin, T. J., Bahn, M., Blonder, B., van Bodegom, P. M., Bond-Lamberty, B., Campetella, G., Cerabolini, B. E. L., Chapin, F. S., Craine, J. M., Dainese, M., Green, W. A., Jansen, S., Kleyer, M., Manning, P., Niinemets, Ü., Onoda, Y., Ozinga, W. A., Peñuelas, J., Poschlod, P., Reich, P. B., Sandel, B., Schamp, B. S., Sheremetiev, S. N., de Vries, F. T., Spatial Ecology and Global Change, Environmental Sciences, Thomas, H. J. D., Bjorkman, A. D., Myers-Smith, I. H., Elmendorf, S. C., Kattge, J., Diaz, S., Vellend, M., Blok, D., Cornelissen, J. H. C., Forbes, B. C., Henry, G. H. R., Hollister, R. D., Normand, S., Prevéy, J. S., Rixen, C., Schaepman-Strub, G., Wilmking, M., Wipf, S., Cornwell, W. K., Beck, P. S. A., Georges, D., Goetz, S. J., Guay, K. C., Rüger, N., Soudzilovskaia, N. A., Spasojevic, M. J., Alatalo, J. M., Alexander, H. D., Anadon-Rosell, A., Angers-Blondin, S., te Beest, M., Berner, L. T., Björk, R. G., Buchwal, A., Buras, A., Carbognani, M., Christie, K. S., Collier, L. S., Cooper, E. J., Elberling, B., Eskelinen, A., Frei, E. R., Grau, O., Grogan, P., Hallinger, M., Heijmans, M. M. P. D., Hermanutz, L., Hudson, J. M. G., Johnstone, J. F., Hülber, K., Iturrate-Garcia, M., Iversen, C. M., Jaroszynska, F., Kaarlejarvi, E., Kulonen, A., Lamarque, L. J., Lantz, T. C., Lévesque, E., Little, C. J., Michelsen, A., Milbau, A., Nabe-Nielsen, J., Nielsen, S. S., Ninot, J. M., Oberbauer, S. F., Olofsson, J., Onipchenko, V. G., Petraglia, A., Rumpf, S. B., Shetti, R., Speed, J. D. M., Suding, K. N., Tape, K. D., Tomaselli, M., Trant, A. J., Treier, U. A., Tremblay, M., Venn, S. E., Vowles, T., Weijers, S., Wookey, P. A., Zamin, T. J., Bahn, M., Blonder, B., van Bodegom, P. M., Bond-Lamberty, B., Campetella, G., Cerabolini, B. E. L., Chapin, F. S., Craine, J. M., Dainese, M., Green, W. A., Jansen, S., Kleyer, M., Manning, P., Niinemets, Ü., Onoda, Y., Ozinga, W. A., Peñuelas, J., Poschlod, P., Reich, P. B., Sandel, B., Schamp, B. S., Sheremetiev, S. N., and de Vries, F. T.

Published
2020

7. Global plant trait relationships extend to the climatic extremes of the tundra biome

Author

Thomas, H. J. (H. J. D.), Bjorkman, A. D. (A. D.), Myers-Smith, I. H. (I. H.), Elmendorf, S. C. (S. C.), Kattge, J. (J.), Diaz, S. (S.), Vellend, M. (M.), Blok, D. (D.), Cornelissen, J. H. (J. H. C.), Forbes, B. C. (B. C.), Henry, G. H. (G. H. R.), Hollister, R. D. (R. D.), Normand, S. (S.), Prevey, J. S. (J. S.), Rixen, C. (C.), Schaepman-Strub, G. (G.), Wilmking, M. (M.), Wipf, S. (S.), Cornwell, W. K. (W. K.), Beck, P. S. (P. S. A.), Georges, D. (D.), Goetz, S. J. (S. J.), Guay, K. C. (K. C.), Ruger, N. (N.), Soudzilovskaia, N. A. (N. A.), Spasojevic, M. J. (M. J.), Alatalo, J. M. (J. M.), Alexander, H. D. (H. D.), Anadon-Rosell, A. (A.), Angers-Blondin, S. (S.), te Beest, M. (M.), Berner, L. T. (L. T.), Bjoerk, R. G. (R. G.), Buchwal, A. (A.), Buras, A. (A.), Carbognani, M. (M.), Christie, K. S. (K. S.), Collier, L. S. (L. S.), Cooper, E. J. (E. J.), Elberling, B. (B.), Eskelinen, A. (A.), Frei, E. R. (E. R.), Grau, O. (O.), Grogan, P. (P.), Hallinger, M. (M.), Heijmans, M. M. (M. M. P. D.), Hermanutz, L. (L.), Hudson, J. M. (J. M. G.), Johnstone, J. F. (J. F.), Huelber, K. (K.), Iturrate-Garcia, M. (M.), Iversen, C. M. (C. M.), Jaroszynska, F. (F.), Kaarlejarvi, E. (E.), Kulonen, A. (A.), Lamarque, L. J. (L. J.), Lantz, T. C. (T. C.), Levesque, E. (E.), Little, C. J. (C. J.), Michelsen, A. (A.), Milbau, A. (A.), Nabe-Nielsen, J. (J.), Nielsen, S. S. (S. S.), Ninot, J. M. (J. M.), Oberbauer, S. F. (S. F.), Olofsson, J. (J.), Onipchenko, V. G. (V. G.), Petraglia, A. (A.), Rumpf, S. B. (S. B.), Shetti, R. (R.), Speed, J. D. (J. D. M.), Suding, K. N. (K. N.), Tape, K. D. (K. D.), Tomaselli, M. (M.), Trant, A. J. (A. J.), Treier, U. A. (U. A.), Tremblay, M. (M.), Venn, S. E. (S. E.), Vowles, T. (T.), Weijers, S. (S.), Wookey, P. A. (P. A.), Zamin, T. J. (T. J.), Bahn, M. (M.), Blonder, B. (B.), van Bodegom, P. M. (P. M.), Bond-Lamberty, B. (B.), Campetella, G. (G.), Cerabolini, B. E. (B. E. L.), Chapin, F. S. (F. S., III), Craine, J. M. (J. M.), Dainese, M. (M.), Green, W. A. (W. A.), Jansen, S. (S.), Kleyer, M. (M.), Manning, P. (P.), Niinemets, U. (U.), Onoda, Y. (Y.), Ozinga, W. A. (W. A.), Penuelas, J. (J.), Poschlod, P. (P.), Reich, P. B. (P. B.), Sandel, B. (B.), Schamp, B. S. (B. S.), Sheremetiev, S. N. (S. N.), de Vries, F. T. (F. T.), Thomas, H. J. (H. J. D.), Bjorkman, A. D. (A. D.), Myers-Smith, I. H. (I. H.), Elmendorf, S. C. (S. C.), Kattge, J. (J.), Diaz, S. (S.), Vellend, M. (M.), Blok, D. (D.), Cornelissen, J. H. (J. H. C.), Forbes, B. C. (B. C.), Henry, G. H. (G. H. R.), Hollister, R. D. (R. D.), Normand, S. (S.), Prevey, J. S. (J. S.), Rixen, C. (C.), Schaepman-Strub, G. (G.), Wilmking, M. (M.), Wipf, S. (S.), Cornwell, W. K. (W. K.), Beck, P. S. (P. S. A.), Georges, D. (D.), Goetz, S. J. (S. J.), Guay, K. C. (K. C.), Ruger, N. (N.), Soudzilovskaia, N. A. (N. A.), Spasojevic, M. J. (M. J.), Alatalo, J. M. (J. M.), Alexander, H. D. (H. D.), Anadon-Rosell, A. (A.), Angers-Blondin, S. (S.), te Beest, M. (M.), Berner, L. T. (L. T.), Bjoerk, R. G. (R. G.), Buchwal, A. (A.), Buras, A. (A.), Carbognani, M. (M.), Christie, K. S. (K. S.), Collier, L. S. (L. S.), Cooper, E. J. (E. J.), Elberling, B. (B.), Eskelinen, A. (A.), Frei, E. R. (E. R.), Grau, O. (O.), Grogan, P. (P.), Hallinger, M. (M.), Heijmans, M. M. (M. M. P. D.), Hermanutz, L. (L.), Hudson, J. M. (J. M. G.), Johnstone, J. F. (J. F.), Huelber, K. (K.), Iturrate-Garcia, M. (M.), Iversen, C. M. (C. M.), Jaroszynska, F. (F.), Kaarlejarvi, E. (E.), Kulonen, A. (A.), Lamarque, L. J. (L. J.), Lantz, T. C. (T. C.), Levesque, E. (E.), Little, C. J. (C. J.), Michelsen, A. (A.), Milbau, A. (A.), Nabe-Nielsen, J. (J.), Nielsen, S. S. (S. S.), Ninot, J. M. (J. M.), Oberbauer, S. F. (S. F.), Olofsson, J. (J.), Onipchenko, V. G. (V. G.), Petraglia, A. (A.), Rumpf, S. B. (S. B.), Shetti, R. (R.), Speed, J. D. (J. D. M.), Suding, K. N. (K. N.), Tape, K. D. (K. D.), Tomaselli, M. (M.), Trant, A. J. (A. J.), Treier, U. A. (U. A.), Tremblay, M. (M.), Venn, S. E. (S. E.), Vowles, T. (T.), Weijers, S. (S.), Wookey, P. A. (P. A.), Zamin, T. J. (T. J.), Bahn, M. (M.), Blonder, B. (B.), van Bodegom, P. M. (P. M.), Bond-Lamberty, B. (B.), Campetella, G. (G.), Cerabolini, B. E. (B. E. L.), Chapin, F. S. (F. S., III), Craine, J. M. (J. M.), Dainese, M. (M.), Green, W. A. (W. A.), Jansen, S. (S.), Kleyer, M. (M.), Manning, P. (P.), Niinemets, U. (U.), Onoda, Y. (Y.), Ozinga, W. A. (W. A.), Penuelas, J. (J.), Poschlod, P. (P.), Reich, P. B. (P. B.), Sandel, B. (B.), Schamp, B. S. (B. S.), Sheremetiev, S. N. (S. N.), and de Vries, F. T. (F. T.)

Abstract

The majority of variation in six traits critical to the growth, survival and reproduction of plant species is thought to be organised along just two dimensions, corresponding to strategies of plant size and resource acquisition. However, it is unknown whether global plant trait relationships extend to climatic extremes, and if these interspecific relationships are confounded by trait variation within species. We test whether trait relationships extend to the cold extremes of life on Earth using the largest database of tundra plant traits yet compiled. We show that tundra plants demonstrate remarkably similar resource economic traits, but not size traits, compared to global distributions, and exhibit the same two dimensions of trait variation. Three quarters of trait variation occurs among species, mirroring global estimates of interspecific trait variation. Plant trait relationships are thus generalizable to the edge of global trait-space, informing prediction of plant community change in a warming world.

Published
2020

8. Global plant trait relationships extend to the climatic extremes of the tundra biome

Author

Thomas, H.J.D., Bjorkman, A.D., Myers-Smith, I.H., Elmendorf, S.C., Kattge, J., Diaz, S., Vellend, M., Blok, D., Cornelissen, J.H.C., Forbes, B.C., Henry, G.H.R., Hollister, R.D., Normand, S., Prevéy, J.S., Rixen, C., Schaepman-Strub, G., Wilmking, M., Wipf, S., Cornwell, W.K., Beck, P.S.A., Georges, D., Goetz, S.J., Guay, K.C., Rüger, N., Soudzilovskaia, N.A., Spasojevic, M.J., Alatalo, J.M., Alexander, H.D., Anadon-Rosell, A., Angers-Blondin, S., te Beest, M., Berner, L.T., Björk, R.G., Buchwal, A., Buras, A., Carbognani, M., Christie, K.S., Collier, L.S., Cooper, E.J., Elberling, B., Eskelinen, Anu Maria, Frei, E.R., Grau, O., Grogan, P., Hallinger, M., Heijmans, M.M.P.D., Hermanutz, L., Hudson, J.M.G., Johnstone, J.F., Hülber, K., Iturrate-Garcia, M., Iversen, C.M., Jaroszynska, F., Kaarlejarvi, E., Kulonen, A., Lamarque, L.J., Lantz, T.C., Lévesque, E., Little, C.J., Michelsen, A., Milbau, A., Nabe-Nielsen, J., Nielsen, S.S., Ninot, J.M., Oberbauer, S.F., Olofsson, J., Onipchenko, V.G., Petraglia, A., Rumpf, S.B., Shetti, R., Speed, J.D.M., Suding, K.N., Tape, K.D., Tomaselli, M., Trant, A.J., Treier, U.A., Tremblay, M., Venn, S.E., Vowles, T., Weijers, S., Wookey, P.A., Zamin, T.J., Bahn, M., Blonder, B., van Bodegom, P.M., Bond-Lamberty, B., Campetella, G., Cerabolini, B.E.L., Chapin III, F.S., Craine, J.M., Dainese, M., Green, W.A., Jansen, S., Kleyer, M., Manning, P., Niinemets, Ü., Onoda, Y., Ozinga, W.A., Peñuelas, J., Poschlod, P., Thomas, H.J.D., Bjorkman, A.D., Myers-Smith, I.H., Elmendorf, S.C., Kattge, J., Diaz, S., Vellend, M., Blok, D., Cornelissen, J.H.C., Forbes, B.C., Henry, G.H.R., Hollister, R.D., Normand, S., Prevéy, J.S., Rixen, C., Schaepman-Strub, G., Wilmking, M., Wipf, S., Cornwell, W.K., Beck, P.S.A., Georges, D., Goetz, S.J., Guay, K.C., Rüger, N., Soudzilovskaia, N.A., Spasojevic, M.J., Alatalo, J.M., Alexander, H.D., Anadon-Rosell, A., Angers-Blondin, S., te Beest, M., Berner, L.T., Björk, R.G., Buchwal, A., Buras, A., Carbognani, M., Christie, K.S., Collier, L.S., Cooper, E.J., Elberling, B., Eskelinen, Anu Maria, Frei, E.R., Grau, O., Grogan, P., Hallinger, M., Heijmans, M.M.P.D., Hermanutz, L., Hudson, J.M.G., Johnstone, J.F., Hülber, K., Iturrate-Garcia, M., Iversen, C.M., Jaroszynska, F., Kaarlejarvi, E., Kulonen, A., Lamarque, L.J., Lantz, T.C., Lévesque, E., Little, C.J., Michelsen, A., Milbau, A., Nabe-Nielsen, J., Nielsen, S.S., Ninot, J.M., Oberbauer, S.F., Olofsson, J., Onipchenko, V.G., Petraglia, A., Rumpf, S.B., Shetti, R., Speed, J.D.M., Suding, K.N., Tape, K.D., Tomaselli, M., Trant, A.J., Treier, U.A., Tremblay, M., Venn, S.E., Vowles, T., Weijers, S., Wookey, P.A., Zamin, T.J., Bahn, M., Blonder, B., van Bodegom, P.M., Bond-Lamberty, B., Campetella, G., Cerabolini, B.E.L., Chapin III, F.S., Craine, J.M., Dainese, M., Green, W.A., Jansen, S., Kleyer, M., Manning, P., Niinemets, Ü., Onoda, Y., Ozinga, W.A., Peñuelas, J., and Poschlod, P.

Abstract

The majority of variation in six traits critical to the growth, survival and reproduction of plant species is thought to be organised along just two dimensions, corresponding to strategies of plant size and resource acquisition. However, it is unknown whether global plant trait relationships extend to climatic extremes, and if these interspecific relationships are confounded by trait variation within species. We test whether trait relationships extend to the cold extremes of life on Earth using the largest database of tundra plant traits yet compiled. We show that tundra plants demonstrate remarkably similar resource economic traits, but not size traits, compared to global distributions, and exhibit the same two dimensions of trait variation. Three quarters of trait variation occurs among species, mirroring global estimates of interspecific trait variation. Plant trait relationships are thus generalizable to the edge of global trait-space, informing prediction of plant community change in a warming world.

Published
2020

9. Traditional plant functional groups explain variation in economic but not size‐related traits across the tundra biome

Author

Thomas, H. J. (H. J. D.), Myers‐Smith, I. H. (I. H.), Bjorkman, A. D. (A. D.), Elmendorf, S. C. (S. C.), Blok, D. (D.), Cornelissen, J. H. (J. H. C.), Forbes, B. C. (B. C.), Hollister, R. D. (R. D.), Normand, S. (S.), Prevéy, J. S. (J. S.), Rixen, C. (C.), Schaepman‐Strub, G. (G.), Wilmking, M. (M.), Wipf, S. (S.), Cornwell, W. K. (W. K.), Kattge, J. (J.), Goetz, S. J. (S. J.), Guay, K. C. (K. C.), Alatalo, J. M. (J. M.), Anadon‐Rosell, A. (A.), Angers‐Blondin, S. (S.), Berner, L. T. (L. T.), Björk, R. G. (R. G.), Buchwal, A. (A.), Buras, A. (A.), Carbognani, M. (M.), Christie, K. (K.), Siegwart Collier, L. (L.), Cooper, E. J. (E. J.), Eskelinen, A. (A.), Frei, E. R. (E. R.), Grau, O. (O.), Grogan, P. (P.), Hallinger, M. (M.), Heijmans, M. M. (M. M. P. D.), Hermanutz, L. (L.), Hudson, J. M. (J. M. G.), Hülber, K. (K.), Iturrate‐Garcia, M. (M.), Iversen, C. M. (C. M.), Jaroszynska, F. (F.), Johnstone, J. F. (J. F.), Kaarlejärvi, E. (E.), Kulonen, A. (A.), Lamarque, L. J. (L. J.), Lévesque, E. (E.), Michelsen, A. (A.), Milbau, A. (A.), Nabe‐Nielsen, J. (J.), Nielsen, S. S. (S. S.), Ninot, J. M. (J. M.), Oberbauer, S. F. (S. F.), Olofsson, J. (J.), Onipchenko, V. G. (V. G.), Petraglia, A. (A.), Rumpf, S. B. (S. B.), Semenchuk, P. R. (P. R.), Soudzilovskaia, N. A. (N. A.), Spasojevic, M. J. (M. J.), Speed, J. D. (J. D. M.), Tape, K. D. (K. D.), te Beest, M. (M.), Tomaselli, M. (M.), Trant, A. (A.), Treier, U. A. (U. A.), Venn, S. (S.), Vowles, T. (T.), Weijers, S. (S.), Zamin, T. (T.), Atkin, O. K. (O. K.), Bahn, M. (M.), Blonder, B. (B.), Campetella, G. (G.), Cerabolini, B. E. (B. E. L.), Chapin III, F. S. (F. S.), Dainese, M. (M.), de Vries, F. T. (F. T.), Díaz, S. (S.), Green, W. (W.), Jackson, R. B. (R. B.), Manning, P. (P.), Niinemets, Ü. (Ü.), Ozinga, W. A. (W. A.), Peñuelas, J. (J.), Reich, P. B. (P. B.), Schamp, B. (B.), Sheremetev, S. (S.), and van Bodegom, P. M. (P. M.)

Subjects
vegetation change, plant traits, ecosystem function, food and beverages, tundra biome, community composition, plant functional types, plant functional groups, cluster analysis
Abstract

Aim: Plant functional groups are widely used in community ecology and earth system modelling to describe trait variation within and across plant communities. However, this approach rests on the assumption that functional groups explain a large proportion of trait variation among species. We test whether four commonly used plant functional groups represent variation in six ecologically important plant traits. Location: Tundra biome. Time period: Data collected between 1964 and 2016. Major taxa studied: 295 tundra vascular plant species. Methods: We compiled a database of six plant traits (plant height, leaf area, specific leaf area, leaf dry matter content, leaf nitrogen, seed mass) for tundra species. We examined the variation in species‐level trait expression explained by four traditional functional groups (evergreen shrubs, deciduous shrubs, graminoids, forbs), and whether variation explained was dependent upon the traits included in analysis. We further compared the explanatory power and species composition of functional groups to alternative classifications generated using post hoc clustering of species‐level traits. Results: Traditional functional groups explained significant differences in trait expression, particularly amongst traits associated with resource economics, which were consistent across sites and at the biome scale. However, functional groups explained 19% of overall trait variation and poorly represented differences in traits associated with plant size. Post hoc classification of species did not correspond well with traditional functional groups, and explained twice as much variation in species‐level trait expression. Main conclusions: Traditional functional groups only coarsely represent variation in well‐measured traits within tundra plant communities, and better explain resource economic traits than size‐related traits. We recommend caution when using functional group approaches to predict tundra vegetation change, or ecosystem functions relating to plant size, such as albedo or carbon storage. We argue that alternative classifications or direct use of specific plant traits could provide new insights for ecological prediction and modelling.

Published
2019

10. Traditional plant functional groups explain variation in economic but not size-related traits across the tundra biome

Author

Thomas, H. J. D., Myers-Smith, I. H., Bjorkman, A. D., Elmendorf, S. C., Blok, D., Cornelissen, J. H. C., Forbes, B. C., Hollister, R. D., Normand, S., Prevéy, J. S., Rixen, C., Schaepman-Strub, G., Wilmking, M., Wipf, S., Cornwell, W. K., Kattge, J., Goetz, S. J., Guay, K. C., Alatalo, J. M., Anadon-Rosell, A., Angers-Blondin, S., Berner, L. T., Björk, R. G., Buchwal, A., Buras, A., Carbognani, M., Christie, K., Siegwart Collier, L., Cooper, E. J., Eskelinen, A., Frei, E. R., Grau, O., Grogan, P., Hallinger, M., Heijmans, M. M. P. D., Hermanutz, L., Hudson, J. M. G., Hülber, K., Iturrate-Garcia, M., Iversen, C. M., Jaroszynska, F., Johnstone, J. F., Kaarlejärvi, E., Kulonen, A., Lamarque, L. J., Lévesque, E., Little, C. J., Michelsen, A., Milbau, A., Nabe-Nielsen, J., Nielsen, S. S., Ninot, J. M., Oberbauer, S. F., Olofsson, J., Onipchenko, V. G., Petraglia, A., Rumpf, S. B., Semenchuk, P. R., Soudzilovskaia, N. A., Spasojevic, M. J., Speed, J. D. M., Tape, K. D., te Beest, M., Tomaselli, M., Trant, A., Treier, U. A., Venn, S., Vowles, T., Weijers, S., Zamin, T., Atkin, O. K., Bahn, M., Blonder, B., Campetella, G., Cerabolini, B. E. L., Chapin III, F. S., Dainese, M., de Vries, F. T., Díaz, S., Green, W., Jackson, R. B., Manning, P., Niinemets, Ü., Ozinga, W. A., Peñuelas, J., Reich, P. B., Schamp, B., Sheremetev, S., van Bodegom, P. M., Spatial Ecology and Global Change, and Environmental Sciences

Subjects
vegetation change, plant traits, ecosystem function, food and beverages, tundra biome, community composition, plant functional types, plant functional groups, cluster analysis
Abstract

Aim Plant functional groups are widely used in community ecology and earth system modelling to describe trait variation within and across plant communities. However, this approach rests on the assumption that functional groups explain a large proportion of trait variation among species. We test whether four commonly used plant functional groups represent variation in six ecologically important plant traits. Location Tundra biome. Time period Data collected between 1964 and 2016. Major taxa studied 295 tundra vascular plant species. Methods We compiled a database of six plant traits (plant height, leaf area, specific leaf area, leaf dry matter content, leaf nitrogen, seed mass) for tundra species. We examined the variation in species-level trait expression explained by four traditional functional groups (evergreen shrubs, deciduous shrubs, graminoids, forbs), and whether variation explained was dependent upon the traits included in analysis. We further compared the explanatory power and species composition of functional groups to alternative classifications generated using post hoc clustering of species-level traits. Results Traditional functional groups explained significant differences in trait expression, particularly amongst traits associated with resource economics, which were consistent across sites and at the biome scale. However, functional groups explained 19% of overall trait variation and poorly represented differences in traits associated with plant size. Post hoc classification of species did not correspond well with traditional functional groups, and explained twice as much variation in species-level trait expression. Main conclusions Traditional functional groups only coarsely represent variation in well-measured traits within tundra plant communities, and better explain resource economic traits than size-related traits. We recommend caution when using functional group approaches to predict tundra vegetation change, or ecosystem functions relating to plant size, such as albedo or carbon storage. We argue that alternative classifications or direct use of specific plant traits could provide new insights for ecological prediction and modelling.

Published
2019

11. Traditional plant functional groups explain variation in economic but not size-related traits across the tundra biome

Author

Spatial Ecology and Global Change, Environmental Sciences, Thomas, H. J. D., Myers-Smith, I. H., Bjorkman, A. D., Elmendorf, S. C., Blok, D., Cornelissen, J. H. C., Forbes, B. C., Hollister, R. D., Normand, S., Prevéy, J. S., Rixen, C., Schaepman-Strub, G., Wilmking, M., Wipf, S., Cornwell, W. K., Kattge, J., Goetz, S. J., Guay, K. C., Alatalo, J. M., Anadon-Rosell, A., Angers-Blondin, S., Berner, L. T., Björk, R. G., Buchwal, A., Buras, A., Carbognani, M., Christie, K., Siegwart Collier, L., Cooper, E. J., Eskelinen, A., Frei, E. R., Grau, O., Grogan, P., Hallinger, M., Heijmans, M. M. P. D., Hermanutz, L., Hudson, J. M. G., Hülber, K., Iturrate-Garcia, M., Iversen, C. M., Jaroszynska, F., Johnstone, J. F., Kaarlejärvi, E., Kulonen, A., Lamarque, L. J., Lévesque, E., Little, C. J., Michelsen, A., Milbau, A., Nabe-Nielsen, J., Nielsen, S. S., Ninot, J. M., Oberbauer, S. F., Olofsson, J., Onipchenko, V. G., Petraglia, A., Rumpf, S. B., Semenchuk, P. R., Soudzilovskaia, N. A., Spasojevic, M. J., Speed, J. D. M., Tape, K. D., te Beest, M., Tomaselli, M., Trant, A., Treier, U. A., Venn, S., Vowles, T., Weijers, S., Zamin, T., Atkin, O. K., Bahn, M., Blonder, B., Campetella, G., Cerabolini, B. E. L., Chapin III, F. S., Dainese, M., de Vries, F. T., Díaz, S., Green, W., Jackson, R. B., Manning, P., Niinemets, Ü., Ozinga, W. A., Peñuelas, J., Reich, P. B., Schamp, B., Sheremetev, S., van Bodegom, P. M., Spatial Ecology and Global Change, Environmental Sciences, Thomas, H. J. D., Myers-Smith, I. H., Bjorkman, A. D., Elmendorf, S. C., Blok, D., Cornelissen, J. H. C., Forbes, B. C., Hollister, R. D., Normand, S., Prevéy, J. S., Rixen, C., Schaepman-Strub, G., Wilmking, M., Wipf, S., Cornwell, W. K., Kattge, J., Goetz, S. J., Guay, K. C., Alatalo, J. M., Anadon-Rosell, A., Angers-Blondin, S., Berner, L. T., Björk, R. G., Buchwal, A., Buras, A., Carbognani, M., Christie, K., Siegwart Collier, L., Cooper, E. J., Eskelinen, A., Frei, E. R., Grau, O., Grogan, P., Hallinger, M., Heijmans, M. M. P. D., Hermanutz, L., Hudson, J. M. G., Hülber, K., Iturrate-Garcia, M., Iversen, C. M., Jaroszynska, F., Johnstone, J. F., Kaarlejärvi, E., Kulonen, A., Lamarque, L. J., Lévesque, E., Little, C. J., Michelsen, A., Milbau, A., Nabe-Nielsen, J., Nielsen, S. S., Ninot, J. M., Oberbauer, S. F., Olofsson, J., Onipchenko, V. G., Petraglia, A., Rumpf, S. B., Semenchuk, P. R., Soudzilovskaia, N. A., Spasojevic, M. J., Speed, J. D. M., Tape, K. D., te Beest, M., Tomaselli, M., Trant, A., Treier, U. A., Venn, S., Vowles, T., Weijers, S., Zamin, T., Atkin, O. K., Bahn, M., Blonder, B., Campetella, G., Cerabolini, B. E. L., Chapin III, F. S., Dainese, M., de Vries, F. T., Díaz, S., Green, W., Jackson, R. B., Manning, P., Niinemets, Ü., Ozinga, W. A., Peñuelas, J., Reich, P. B., Schamp, B., Sheremetev, S., and van Bodegom, P. M.

Published
2019

12. Traditional plant functional groups explain variation in economic but not size‐related traits across the tundra biome

Author

Thomas, H. J. D., primary, Myers‐Smith, I. H., additional, Bjorkman, A. D., additional, Elmendorf, S. C., additional, Blok, D., additional, Cornelissen, J. H. C., additional, Forbes, B. C., additional, Hollister, R. D., additional, Normand, S., additional, Prevéy, J. S., additional, Rixen, C., additional, Schaepman‐Strub, G., additional, Wilmking, M., additional, Wipf, S., additional, Cornwell, W. K., additional, Kattge, J., additional, Goetz, S. J., additional, Guay, K. C., additional, Alatalo, J. M., additional, Anadon‐Rosell, A., additional, Angers‐Blondin, S., additional, Berner, L. T., additional, Björk, R. G., additional, Buchwal, A., additional, Buras, A., additional, Carbognani, M., additional, Christie, K., additional, Siegwart Collier, L., additional, Cooper, E. J., additional, Eskelinen, A., additional, Frei, E. R., additional, Grau, O., additional, Grogan, P., additional, Hallinger, M., additional, Heijmans, M. M. P. D., additional, Hermanutz, L., additional, Hudson, J. M. G., additional, Hülber, K., additional, Iturrate‐Garcia, M., additional, Iversen, C. M., additional, Jaroszynska, F., additional, Johnstone, J. F., additional, Kaarlejärvi, E., additional, Kulonen, A., additional, Lamarque, L. J., additional, Lévesque, E., additional, Little, C. J., additional, Michelsen, A., additional, Milbau, A., additional, Nabe‐Nielsen, J., additional, Nielsen, S. S., additional, Ninot, J. M., additional, Oberbauer, S. F., additional, Olofsson, J., additional, Onipchenko, V. G., additional, Petraglia, A., additional, Rumpf, S. B., additional, Semenchuk, P. R., additional, Soudzilovskaia, N. A., additional, Spasojevic, M. J., additional, Speed, J. D. M., additional, Tape, K. D., additional, te Beest, M., additional, Tomaselli, M., additional, Trant, A., additional, Treier, U. A., additional, Venn, S., additional, Vowles, T., additional, Weijers, S., additional, Zamin, T., additional, Atkin, O. K., additional, Bahn, M., additional, Blonder, B., additional, Campetella, G., additional, Cerabolini, B. E. L., additional, Chapin III, F. S., additional, Dainese, M., additional, de Vries, F. T., additional, Díaz, S., additional, Green, W., additional, Jackson, R. B., additional, Manning, P., additional, Niinemets, Ü., additional, Ozinga, W. A., additional, Peñuelas, J., additional, Reich, P. B., additional, Schamp, B., additional, Sheremetev, S., additional, and van Bodegom, P. M., additional

Published
2018
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13. Tundra Trait Team:a database of plant traits spanning the tundra biome

Author

Bjorkman, A. D. (Anne D.), Myers-Smith, I. H. (Isla H.), Elmendorf, S. C. (Sarah C.), Normand, S. (Signe), Thomas, H. J. (Haydn J. D.), Alatalo, J. M. (Juha M.), Alexander, H. (Heather), Anadon-Rosell, A. (Alba), Angers-Blondin, S. (Sandra), Bai, Y. (Yang), Baruah, G. (Gaurav), te Beest, M. (Mariska), Berner, L. (Logan), Bjork, R. G. (Robert G.), Blok, D. (Daan), Bruelheide, H. (Helge), Buchwal, A. (Agata), Buras, A. (Allan), Carbognani, M. (Michele), Christie, K. (Katherine), Collier, L. S. (Laura S.), Cooper, E. J. (Elisabeth J.), Cornelissen, J. H. (J. Hans C.), Dickinson, K. J. (Katharine J. M.), Dullinger, S. (Stefan), Elberling, B. (Bo), Eskelinen, A. (Anu), Forbes, B. C. (Bruce C.), Frei, E. R. (Esther R.), Iturrate-Garcia, M. (Maitane), Good, M. K. (Megan K.), Grau, O. (Oriol), Green, P. (Peter), Greve, M. (Michelle), Grogan, P. (Paul), Haider, S. (Sylvia), Hajek, T. (Tomas), Hallinger, M. (Martin), Happonen, K. (Konsta), Harper, K. A. (Karen A.), Heijmans, M. M. (Monique M. P. D.), Henry, G. H. (Gregory H. R.), Hermanutz, L. (Luise), Hewitt, R. E. (Rebecca E.), Hollister, R. D. (Robert D.), Hudson, J. (James), Huelber, K. (Karl), Iversen, C. M. (Colleen M.), Jaroszynska, F. (Francesca), Jimenez-Alfaro, B. (Borja), Johnstone, J. (Jill), Jorgensen, R. H. (Rasmus Halfdan), Kaarlejarvi, E. (Elina), Klady, R. (Rebecca), Klimesova, J. (Jitka), Korsten, A. (Annika), Kuleza, S. (Sara), Kulonen, A. (Aino), Lamarque, L. J. (Laurent J.), Lantz, T. (Trevor), Lavalle, A. (Amanda), Lembrechts, J. J. (Jonas J.), Levesque, E. (Esther), Little, C. J. (Chelsea J.), Luoto, M. (Miska), Macek, P. (Petr), Mack, M. C. (Michelle C.), Mathakutha, R. (Rabia), Michelsen, A. (Anders), Milbau, A. (Ann), Molau, U. (Ulf), Morgan, J. W. (John W.), Morsdorf, M. A. (Martin Alfons), Nabe-Nielsen, J. (Jacob), Nielsen, S. S. (Sigrid Scholer), Ninot, J. M. (Josep M.), Oberbauer, S. F. (Steven F.), Olofsson, J. (Johan), Onipchenko, V. G. (Vladimir G.), Petraglia, A. (Alessandro), Pickering, C. (Catherine), Prevey, J. S. (Janet S.), Rixen, C. (Christian), Rumpf, S. B. (Sabine B.), Schaepman-Strub, G. (Gabriela), Semenchuk, P. (Philipp), Shetti, R. (Rohan), Soudzilovskaia, N. A. (Nadejda A.), Spasojevic, M. J. (Marko J.), Speed, J. D. (James David Mervyn), Street, L. E. (Lorna E.), Suding, K. (Katharine), Tape, K. D. (Ken D.), Tomaselli, M. (Marcello), Trant, A. (Andrew), Treier, U. A. (Urs A.), Tremblay, J.-P. (Jean-Pierre), Tremblay, M. (Maxime), Venn, S. (Susanna), Virkkala, A.-M. (Anna-Maria), Vowles, T. (Tage), Weijers, S. (Stef), Wilmking, M. (Martin), Wipf, S. (Sonja), Zamin, T. (Tara), Bjorkman, A. D. (Anne D.), Myers-Smith, I. H. (Isla H.), Elmendorf, S. C. (Sarah C.), Normand, S. (Signe), Thomas, H. J. (Haydn J. D.), Alatalo, J. M. (Juha M.), Alexander, H. (Heather), Anadon-Rosell, A. (Alba), Angers-Blondin, S. (Sandra), Bai, Y. (Yang), Baruah, G. (Gaurav), te Beest, M. (Mariska), Berner, L. (Logan), Bjork, R. G. (Robert G.), Blok, D. (Daan), Bruelheide, H. (Helge), Buchwal, A. (Agata), Buras, A. (Allan), Carbognani, M. (Michele), Christie, K. (Katherine), Collier, L. S. (Laura S.), Cooper, E. J. (Elisabeth J.), Cornelissen, J. H. (J. Hans C.), Dickinson, K. J. (Katharine J. M.), Dullinger, S. (Stefan), Elberling, B. (Bo), Eskelinen, A. (Anu), Forbes, B. C. (Bruce C.), Frei, E. R. (Esther R.), Iturrate-Garcia, M. (Maitane), Good, M. K. (Megan K.), Grau, O. (Oriol), Green, P. (Peter), Greve, M. (Michelle), Grogan, P. (Paul), Haider, S. (Sylvia), Hajek, T. (Tomas), Hallinger, M. (Martin), Happonen, K. (Konsta), Harper, K. A. (Karen A.), Heijmans, M. M. (Monique M. P. D.), Henry, G. H. (Gregory H. R.), Hermanutz, L. (Luise), Hewitt, R. E. (Rebecca E.), Hollister, R. D. (Robert D.), Hudson, J. (James), Huelber, K. (Karl), Iversen, C. M. (Colleen M.), Jaroszynska, F. (Francesca), Jimenez-Alfaro, B. (Borja), Johnstone, J. (Jill), Jorgensen, R. H. (Rasmus Halfdan), Kaarlejarvi, E. (Elina), Klady, R. (Rebecca), Klimesova, J. (Jitka), Korsten, A. (Annika), Kuleza, S. (Sara), Kulonen, A. (Aino), Lamarque, L. J. (Laurent J.), Lantz, T. (Trevor), Lavalle, A. (Amanda), Lembrechts, J. J. (Jonas J.), Levesque, E. (Esther), Little, C. J. (Chelsea J.), Luoto, M. (Miska), Macek, P. (Petr), Mack, M. C. (Michelle C.), Mathakutha, R. (Rabia), Michelsen, A. (Anders), Milbau, A. (Ann), Molau, U. (Ulf), Morgan, J. W. (John W.), Morsdorf, M. A. (Martin Alfons), Nabe-Nielsen, J. (Jacob), Nielsen, S. S. (Sigrid Scholer), Ninot, J. M. (Josep M.), Oberbauer, S. F. (Steven F.), Olofsson, J. (Johan), Onipchenko, V. G. (Vladimir G.), Petraglia, A. (Alessandro), Pickering, C. (Catherine), Prevey, J. S. (Janet S.), Rixen, C. (Christian), Rumpf, S. B. (Sabine B.), Schaepman-Strub, G. (Gabriela), Semenchuk, P. (Philipp), Shetti, R. (Rohan), Soudzilovskaia, N. A. (Nadejda A.), Spasojevic, M. J. (Marko J.), Speed, J. D. (James David Mervyn), Street, L. E. (Lorna E.), Suding, K. (Katharine), Tape, K. D. (Ken D.), Tomaselli, M. (Marcello), Trant, A. (Andrew), Treier, U. A. (Urs A.), Tremblay, J.-P. (Jean-Pierre), Tremblay, M. (Maxime), Venn, S. (Susanna), Virkkala, A.-M. (Anna-Maria), Vowles, T. (Tage), Weijers, S. (Stef), Wilmking, M. (Martin), Wipf, S. (Sonja), and Zamin, T. (Tara)

Abstract

Motivation: The Tundra Trait Team (TTT) database includes field‐based measurements of key traits related to plant form and function at multiple sites across the tundra biome. This dataset can be used to address theoretical questions about plant strategy and trade‐offs, trait–environment relationships and environmental filtering, and trait variation across spatial scales, to validate satellite data, and to inform Earth system model parameters. Main types of variable contained: The database contains 91,970 measurements of 18 plant traits. The most frequently measured traits (> 1,000 observations each) include plant height, leaf area, specific leaf area, leaf fresh and dry mass, leaf dry matter content, leaf nitrogen, carbon and phosphorus content, leaf C:N and N:P, seed mass, and stem specific density. Spatial location and grain: Measurements were collected in tundra habitats in both the Northern and Southern Hemispheres, including Arctic sites in Alaska, Canada, Greenland, Fennoscandia and Siberia, alpine sites in the European Alps, Colorado Rockies, Caucasus, Ural Mountains, Pyrenees, Australian Alps, and Central Otago Mountains (New Zealand), and sub‐Antarctic Marion Island. More than 99% of observations are georeferenced. Time period and grain: All data were collected between 1964 and 2018. A small number of sites have repeated trait measurements at two or more time periods. Major taxa and level of measurement: Trait measurements were made on 978 terrestrial vascular plant species growing in tundra habitats. Most observations are on individuals (86%), while the remainder represent plot or site means or maximums per species. Software format: csv file and GitHub repository with data cleaning scripts in R; contribution to TRY plant trait database (www.try-db.org) to be included in the next version release.

Published
2018

14. Traditional plant functional groups explain variation in economic but not size‐related traits across the tundra biome

Author

Thomas, H.J.D., Myers-Smith, I.H., Bjorkman, A.D., Elmendorf, S.C., Blok, D., Cornelissen, J.H.C., Forbes, B.C., Hollister, R.D., Normand, S., Prevéy, J.S., Rixen, C., Schaepman-Strub, G., Wilmking, M., Wipf, S., Cornwell, W.K., Kattge, J., Goetz, S.J., Guay, K.C., Alatalo, J.M., Anadon‐Rosell, A., Angers‐Blondin, S., Berner, L.T., Björk, R.G., Buchwal, A., Buras, A., Carbognani, M., Christie, K., Siegwart Collier, L., Cooper, E.J., Eskelinen, Anu Maria, Frei, E.R., Grau, O., Grogan, P., Hallinger, M., Heijmans, M.M.P.D., Hermanutz, L., Hudson, J.M.G., Hülber, K., Iturrate‐Garcia, M., Iversen, C.M., Jaroszynska, F., Johnstone, J.F., Kaarlejärvi, E., Kulonen, A., Lamarque, L.J., Lévesque, E., Little, C.J., Michelsen, A., Milbau, A., Nabe-Nielsen, J., Nielsen, S.S., Ninot, J.M., Oberbauer, S.F., Olofsson, J., Onipchenko, V.G., Petraglia, A., Rumpf, S.B., Semenchuk, P.R., Soudzilovskaia, N.A., Spasojevic, M.J., Speed, J.D.M., Tape, K.D., te Beest, M., Tomaselli, M., Trant, A., Treier, U.A., Venn, S., Vowles, T., Weijers, S., Zamin, T., Atkin, O.K., Bahn, M., Blonder, B., Campetella, G., Cerabolini, B.E.L., Chapin III, F.S., Dainese, M., de Vries, F.T., Díaz, S., Green, W., Jackson, R.B., Manning, P., Niinemets, Ü., Ozinga, W.A., Peñuelas, J., Reich, P.B., Schamp, B., Sheremetev, S., van Bodegom, P.M., Thomas, H.J.D., Myers-Smith, I.H., Bjorkman, A.D., Elmendorf, S.C., Blok, D., Cornelissen, J.H.C., Forbes, B.C., Hollister, R.D., Normand, S., Prevéy, J.S., Rixen, C., Schaepman-Strub, G., Wilmking, M., Wipf, S., Cornwell, W.K., Kattge, J., Goetz, S.J., Guay, K.C., Alatalo, J.M., Anadon‐Rosell, A., Angers‐Blondin, S., Berner, L.T., Björk, R.G., Buchwal, A., Buras, A., Carbognani, M., Christie, K., Siegwart Collier, L., Cooper, E.J., Eskelinen, Anu Maria, Frei, E.R., Grau, O., Grogan, P., Hallinger, M., Heijmans, M.M.P.D., Hermanutz, L., Hudson, J.M.G., Hülber, K., Iturrate‐Garcia, M., Iversen, C.M., Jaroszynska, F., Johnstone, J.F., Kaarlejärvi, E., Kulonen, A., Lamarque, L.J., Lévesque, E., Little, C.J., Michelsen, A., Milbau, A., Nabe-Nielsen, J., Nielsen, S.S., Ninot, J.M., Oberbauer, S.F., Olofsson, J., Onipchenko, V.G., Petraglia, A., Rumpf, S.B., Semenchuk, P.R., Soudzilovskaia, N.A., Spasojevic, M.J., Speed, J.D.M., Tape, K.D., te Beest, M., Tomaselli, M., Trant, A., Treier, U.A., Venn, S., Vowles, T., Weijers, S., Zamin, T., Atkin, O.K., Bahn, M., Blonder, B., Campetella, G., Cerabolini, B.E.L., Chapin III, F.S., Dainese, M., de Vries, F.T., Díaz, S., Green, W., Jackson, R.B., Manning, P., Niinemets, Ü., Ozinga, W.A., Peñuelas, J., Reich, P.B., Schamp, B., Sheremetev, S., and van Bodegom, P.M.

Abstract

AimPlant functional groups are widely used in community ecology and earth system modelling to describe trait variation within and across plant communities. However, this approach rests on the assumption that functional groups explain a large proportion of trait variation among species. We test whether four commonly used plant functional groups represent variation in six ecologically important plant traits.LocationTundra biome.Time periodData collected between 1964 and 2016.Major taxa studied295 tundra vascular plant species.MethodsWe compiled a database of six plant traits (plant height, leaf area, specific leaf area, leaf dry matter content, leaf nitrogen, seed mass) for tundra species. We examined the variation in species‐level trait expression explained by four traditional functional groups (evergreen shrubs, deciduous shrubs, graminoids, forbs), and whether variation explained was dependent upon the traits included in analysis. We further compared the explanatory power and species composition of functional groups to alternative classifications generated using post hoc clustering of species‐level traits.ResultsTraditional functional groups explained significant differences in trait expression, particularly amongst traits associated with resource economics, which were consistent across sites and at the biome scale. However, functional groups explained 19% of overall trait variation and poorly represented differences in traits associated with plant size. Post hoc classification of species did not correspond well with traditional functional groups, and explained twice as much variation in species‐level trait expression.Main conclusionsTraditional functional groups only coarsely represent variation in well‐measured traits within tundra plant communities, and better explain resource economic traits than size‐related traits. We recommend caution when using functional group approaches to predict tundra vegetation change, or ecosystem functions relating to plant size, su

Published
2018

15. Plant functional trait change across a warming tundra biome

Author

Bjorkman, A.D., Myers-Smith, I.H., Elmendorf, S.C., Normand, S., Rüger, N., Beck, P.S.A., Blach-Overgaard, A., Blok, D., Cornelissen, J.H.C., Forbes, B.C., Georges, D., Goetz, S.J., Guay, K.C., Henry, G.H.R., HilleRisLambers, J., Hollister, R.D., Karger, D.N., Kattge, J., Manning, P., Prevéy, J.S., Rixen, C., Schaepman-Strub, G., Thomas, H.J.D., Vellend, M., Wilmking, M., Wipf, S., Carbognani, M., Hermanutz, L., Lévesque, E., Molau, U., Petraglia, A., Soudzilovskaia, N.A., Spasojevic, M.J., Tomaselli, M., Vowles, T., Alatalo, J.M., Alexander, H.D., Anadon-Rosell, A., Angers-Blondin, S., te Beest, M., Berner, L., Björk, R.G., Buchwal, A., Buras, A., Christie, K., Cooper, E.J., Dullinger, S., Elberling, B., Eskelinen, Anu Maria, Frei, E.R., Grau, O., Grogan, P., Hallinger, M., Harper, K.A., Heijmans, M.M.P.D., Hudson, J., Hülber, K., Iturrate-Garcia, M., Iversen, C.M., Jaroszynska, F., Johnstone, J.F., Jørgensen, R.H., Kaarlejärvi, E., Klady, R., Kuleza, S., Kulonen, A., Lamarque, L.J., Lantz, T., Little, C.J., Speed, J.D.M., Michelsen, A., Milbau, A., Nabe-Nielsen, J., Schøler Nielsen, S., Ninot, J.M., van Bodegom, P.M., Bond-Lamberty, B., Campetella, G., Cerabolini, B.E.L., Chapin III, F.S., Cornwell, W.K., Craine, J., Dainese, M., de Vries, F.T., Díaz, S., Enquist, B.J., Green, W., Milla, R., Niinemets, Ü., Onoda, Y., Ordoñez, J.C., Ozinga, W.A., Penuelas, J., Poorter, H., Poschlod, P., Reich, P.B., Sandel, B., Schamp, B., Sheremetev, S., Weiher, E., Bjorkman, A.D., Myers-Smith, I.H., Elmendorf, S.C., Normand, S., Rüger, N., Beck, P.S.A., Blach-Overgaard, A., Blok, D., Cornelissen, J.H.C., Forbes, B.C., Georges, D., Goetz, S.J., Guay, K.C., Henry, G.H.R., HilleRisLambers, J., Hollister, R.D., Karger, D.N., Kattge, J., Manning, P., Prevéy, J.S., Rixen, C., Schaepman-Strub, G., Thomas, H.J.D., Vellend, M., Wilmking, M., Wipf, S., Carbognani, M., Hermanutz, L., Lévesque, E., Molau, U., Petraglia, A., Soudzilovskaia, N.A., Spasojevic, M.J., Tomaselli, M., Vowles, T., Alatalo, J.M., Alexander, H.D., Anadon-Rosell, A., Angers-Blondin, S., te Beest, M., Berner, L., Björk, R.G., Buchwal, A., Buras, A., Christie, K., Cooper, E.J., Dullinger, S., Elberling, B., Eskelinen, Anu Maria, Frei, E.R., Grau, O., Grogan, P., Hallinger, M., Harper, K.A., Heijmans, M.M.P.D., Hudson, J., Hülber, K., Iturrate-Garcia, M., Iversen, C.M., Jaroszynska, F., Johnstone, J.F., Jørgensen, R.H., Kaarlejärvi, E., Klady, R., Kuleza, S., Kulonen, A., Lamarque, L.J., Lantz, T., Little, C.J., Speed, J.D.M., Michelsen, A., Milbau, A., Nabe-Nielsen, J., Schøler Nielsen, S., Ninot, J.M., van Bodegom, P.M., Bond-Lamberty, B., Campetella, G., Cerabolini, B.E.L., Chapin III, F.S., Cornwell, W.K., Craine, J., Dainese, M., de Vries, F.T., Díaz, S., Enquist, B.J., Green, W., Milla, R., Niinemets, Ü., Onoda, Y., Ordoñez, J.C., Ozinga, W.A., Penuelas, J., Poorter, H., Poschlod, P., Reich, P.B., Sandel, B., Schamp, B., Sheremetev, S., and Weiher, E.

Abstract

The tundra is warming more rapidly than any other biome on Earth, and the potential ramifications are far-reaching because of global feedback effects between vegetation and climate. A better understanding of how environmental factors shape plant structure and function is crucial for predicting the consequences of environmental change for ecosystem functioning. Here we explore the biome-wide relationships between temperature, moisture and seven key plant functional traits both across space and over three decades of warming at 117 tundra locations. Spatial temperature–trait relationships were generally strong but soil moisture had a marked influence on the strength and direction of these relationships, highlighting the potentially important influence of changes in water availability on future trait shifts in tundra plant communities. Community height increased with warming across all sites over the past three decades, but other traits lagged far behind predicted rates of change. Our findings highlight the challenge of using space-for-time substitution to predict the functional consequences of future warming and suggest that functions that are tied closely to plant height will experience the most rapid change. They also reveal the strength with which environmental factors shape biotic communities at the coldest extremes of the planet and will help to improve projections of functional changes in tundra ecosystems with climate warming.

Published
2018

16. Tundra Trait Team: A database of plant traits spanning the tundra biome

Author

Bjorkman, A. D., Myers-Smith, I. H., Elmendorf, S. C., Normand, S., Thomas, H. J. D., Alatalo, J. M., Alexander, H., Anadon-Rosell, A., Angers-Blondin, S., Bai, Y., Baruah, G., te Beest, M., Berner, L., Björk, R. G., Blok, D., Bruelheide, H., Buchwal, A., Buras, A., Carbognani, M., Christie, K., Collier, L. S., Cooper, E. J., Cornelissen, J. H. C., Dickinson, K. J. M., Dullinger, S., Elberling, B., Eskelinen, A., Forbes, B. C., Frei, E. R., Iturrate-Garcia, M., Good, M. K., Grau, O., Green, P., Greve, M., Grogan, P., Haider, S., Hájek, T., Hallinger, M., Happonen, K., Harper, K. A., Heijmans, M. M. P. D., Henry, G. H. R., Hermanutz, L., Hewitt, R. E., Hollister, R. D., Hudson, J., Hülber, K., Iversen, C. M., Jaroszynska, F., Jiménez-Alfaro, B., Johnstone, J., Jorgensen, R. H., Kaarlejärvi, E., Klady, R., Klimešová, J., Korsten, A., Kuleza, S., Kulonen, A., Lamarque, L. J., Lantz, T., Lavalle, A., Lembrechts, J. J., Lévesque, E., Little, C. J., Luoto, M., Macek, P., Mack, M. C., Mathakutha, R., Michelsen, A., Milbau, A., Molau, U., Morgan, J. W., Mörsdorf, M. A., Nabe-Nielsen, J., Nielsen, S. S., Ninot, J. M., Oberbauer, S. F., Olofsson, J., Onipchenko, V. G., Petraglia, A., Pickering, C., Prevéy, J. S., Rixen, C., Rumpf, S. B., Schaepman-Strub, G., Semenchuk, P., Shetti, R., Soudzilovskaia, N. A., Spasojevic, M. J., Speed, J. D. M., Street, L. E., Suding, K., Tape, K. D., Tomaselli, M., Trant, A., Treier, U. A., Tremblay, J. P., Tremblay, M., Venn, S., Virkkala, A. M., Vowles, T., Weijers, S., Wilmking, M., Wipf, S., Zamin, T., Bjorkman, A. D., Myers-Smith, I. H., Elmendorf, S. C., Normand, S., Thomas, H. J. D., Alatalo, J. M., Alexander, H., Anadon-Rosell, A., Angers-Blondin, S., Bai, Y., Baruah, G., te Beest, M., Berner, L., Björk, R. G., Blok, D., Bruelheide, H., Buchwal, A., Buras, A., Carbognani, M., Christie, K., Collier, L. S., Cooper, E. J., Cornelissen, J. H. C., Dickinson, K. J. M., Dullinger, S., Elberling, B., Eskelinen, A., Forbes, B. C., Frei, E. R., Iturrate-Garcia, M., Good, M. K., Grau, O., Green, P., Greve, M., Grogan, P., Haider, S., Hájek, T., Hallinger, M., Happonen, K., Harper, K. A., Heijmans, M. M. P. D., Henry, G. H. R., Hermanutz, L., Hewitt, R. E., Hollister, R. D., Hudson, J., Hülber, K., Iversen, C. M., Jaroszynska, F., Jiménez-Alfaro, B., Johnstone, J., Jorgensen, R. H., Kaarlejärvi, E., Klady, R., Klimešová, J., Korsten, A., Kuleza, S., Kulonen, A., Lamarque, L. J., Lantz, T., Lavalle, A., Lembrechts, J. J., Lévesque, E., Little, C. J., Luoto, M., Macek, P., Mack, M. C., Mathakutha, R., Michelsen, A., Milbau, A., Molau, U., Morgan, J. W., Mörsdorf, M. A., Nabe-Nielsen, J., Nielsen, S. S., Ninot, J. M., Oberbauer, S. F., Olofsson, J., Onipchenko, V. G., Petraglia, A., Pickering, C., Prevéy, J. S., Rixen, C., Rumpf, S. B., Schaepman-Strub, G., Semenchuk, P., Shetti, R., Soudzilovskaia, N. A., Spasojevic, M. J., Speed, J. D. M., Street, L. E., Suding, K., Tape, K. D., Tomaselli, M., Trant, A., Treier, U. A., Tremblay, J. P., Tremblay, M., Venn, S., Virkkala, A. M., Vowles, T., Weijers, S., Wilmking, M., Wipf, S., and Zamin, T.

Abstract

Motivation: The Tundra Trait Team (TTT) database includes field-based measurements of key traits related to plant form and function at multiple sites across the tundra biome. This dataset can be used to address theoretical questions about plant strategy and trade-offs, trait–environment relationships and environmental filtering, and trait variation across spatial scales, to validate satellite data, and to inform Earth system model parameters. Main types of variable contained: The database contains 91,970 measurements of 18 plant traits. The most frequently measured traits (> 1,000 observations each) include plant height, leaf area, specific leaf area, leaf fresh and dry mass, leaf dry matter content, leaf nitrogen, carbon and phosphorus content, leaf C:N and N:P, seed mass, and stem specific density. Spatial location and grain: Measurements were collected in tundra habitats in both the Northern and Southern Hemispheres, including Arctic sites in Alaska, Canada, Greenland, Fennoscandia and Siberia, alpine sites in the European Alps, Colorado Rockies, Caucasus, Ural Mountains, Pyrenees, Australian Alps, and Central Otago Mountains (New Zealand), and sub-Antarctic Marion Island. More than 99% of observations are georeferenced. Time period and grain: All data were collected between 1964 and 2018. A small number of sites have repeated trait measurements at two or more time periods. Major taxa and level of measurement: Trait measurements were made on 978 terrestrial vascular plant species growing in tundra habitats. Most observations are on individuals (86%), while the remainder represent plot or site means or maximums per species. Software format: csv file and GitHub repository with data cleaning scripts in R; contribution to TRY plant trait database (www.try-db.org) to be included in the next version release.

Published
2018

21. Your Letters.

Author

Swift, Janet, Vowles, T. C., Richardson, Leila, Rowlinson, Catriona, Harrison, Christine, Abbey, Karen, Wilding, Gloria, Jeffery, S. I., and Dickens, J.

Abstract

Several letters to the editor are presented including a reader's request for an article about gardening for gardeners who are new to growing vegetable, a reader's tip on how to cover a tidy water butt with growing sweet peas and a reader's photograph of unusual potatoes.

Published
2009

22. Progress in intermodal passenger transportation : private sector initiatives

Author

University of Colorado at Denver, National Center for Intermodal Transportation for Economic Competitiveness, United States. Department of Transportation. Research and Special Programs Administration, Goetz, A. R., Vowles, T. M., University of Colorado at Denver, National Center for Intermodal Transportation for Economic Competitiveness, United States. Department of Transportation. Research and Special Programs Administration, Goetz, A. R., and Vowles, T. M.

Abstract

Much of the progress that has been made toward the development of an intermodal transporting system in the United States has been on the freight side, led largely by private sector initiatives. Conversely, progress toward developing an intermodal system on passenger side in the United States has lagged, especially in comparison with systems in Europe. Much of this difference is due to the large role that the public sector plays in passenger transportation, particularly at the intracity scale, and the uneven development of passenger transportation systems in the United States, aside from the private automobile/public highway system.

24. Plant functional trait change across a warming tundra biome.

Author

Bjorkman AD, Myers-Smith IH, Elmendorf SC, Normand S, Rüger N, Beck PSA, Blach-Overgaard A, Blok D, Cornelissen JHC, Forbes BC, Georges D, Goetz SJ, Guay KC, Henry GHR, HilleRisLambers J, Hollister RD, Karger DN, Kattge J, Manning P, Prevéy JS, Rixen C, Schaepman-Strub G, Thomas HJD, Vellend M, Wilmking M, Wipf S, Carbognani M, Hermanutz L, Lévesque E, Molau U, Petraglia A, Soudzilovskaia NA, Spasojevic MJ, Tomaselli M, Vowles T, Alatalo JM, Alexander HD, Anadon-Rosell A, Angers-Blondin S, Beest MT, Berner L, Björk RG, Buchwal A, Buras A, Christie K, Cooper EJ, Dullinger S, Elberling B, Eskelinen A, Frei ER, Grau O, Grogan P, Hallinger M, Harper KA, Heijmans MMPD, Hudson J, Hülber K, Iturrate-Garcia M, Iversen CM, Jaroszynska F, Johnstone JF, Jørgensen RH, Kaarlejärvi E, Klady R, Kuleza S, Kulonen A, Lamarque LJ, Lantz T, Little CJ, Speed JDM, Michelsen A, Milbau A, Nabe-Nielsen J, Nielsen SS, Ninot JM, Oberbauer SF, Olofsson J, Onipchenko VG, Rumpf SB, Semenchuk P, Shetti R, Collier LS, Street LE, Suding KN, Tape KD, Trant A, Treier UA, Tremblay JP, Tremblay M, Venn S, Weijers S, Zamin T, Boulanger-Lapointe N, Gould WA, Hik DS, Hofgaard A, Jónsdóttir IS, Jorgenson J, Klein J, Magnusson B, Tweedie C, Wookey PA, Bahn M, Blonder B, van Bodegom PM, Bond-Lamberty B, Campetella G, Cerabolini BEL, Chapin FS 3rd, Cornwell WK, Craine J, Dainese M, de Vries FT, Díaz S, Enquist BJ, Green W, Milla R, Niinemets Ü, Onoda Y, Ordoñez JC, Ozinga WA, Penuelas J, Poorter H, Poschlod P, Reich PB, Sandel B, Schamp B, Sheremetev S, and Weiher E

Subjects
Biometry, Geographic Mapping, Humidity, Phenotype, Soil chemistry, Spatio-Temporal Analysis, Temperature, Water analysis, Global Warming, Plant Physiological Phenomena, Plants anatomy & histology, Tundra
Abstract

The tundra is warming more rapidly than any other biome on Earth, and the potential ramifications are far-reaching because of global feedback effects between vegetation and climate. A better understanding of how environmental factors shape plant structure and function is crucial for predicting the consequences of environmental change for ecosystem functioning. Here we explore the biome-wide relationships between temperature, moisture and seven key plant functional traits both across space and over three decades of warming at 117 tundra locations. Spatial temperature-trait relationships were generally strong but soil moisture had a marked influence on the strength and direction of these relationships, highlighting the potentially important influence of changes in water availability on future trait shifts in tundra plant communities. Community height increased with warming across all sites over the past three decades, but other traits lagged far behind predicted rates of change. Our findings highlight the challenge of using space-for-time substitution to predict the functional consequences of future warming and suggest that functions that are tied closely to plant height will experience the most rapid change. They also reveal the strength with which environmental factors shape biotic communities at the coldest extremes of the planet and will help to improve projections of functional changes in tundra ecosystems with climate warming.

Published
2018
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25. Complex effects of mammalian grazing on extramatrical mycelial biomass in the Scandes forest-tundra ecotone.

Author

Vowles T, Lindwall F, Ekblad A, Bahram M, Furneaux BR, Ryberg M, and Björk RG

Abstract

Mycorrhizal associations are widespread in high-latitude ecosystems and are potentially of great importance for global carbon dynamics. Although large herbivores play a key part in shaping subarctic plant communities, their impact on mycorrhizal dynamics is largely unknown. We measured extramatrical mycelial (EMM) biomass during one growing season in 16-year-old herbivore exclosures and unenclosed control plots (ambient), at three mountain birch forests and two shrub heath sites, in the Scandes forest-tundra ecotone. We also used high-throughput amplicon sequencing for taxonomic identification to investigate differences in fungal species composition. At the birch forest sites, EMM biomass was significantly higher in exclosures (1.36 ± 0.43 g C/m 2 ) than in ambient conditions (0.66 ± 0.17 g C/m 2 ) and was positively influenced by soil thawing degree-days. At the shrub heath sites, there was no significant effect on EMM biomass (exclosures: 0.72 ± 0.09 g C/m 2 ; ambient plots: 1.43 ± 0.94). However, EMM biomass was negatively related to Betula nana abundance, which was greater in exclosures, suggesting that grazing affected EMM biomass positively. We found no significant treatment effects on fungal diversity but the most abundant ectomycorrhizal lineage/cortinarius, showed a near-significant positive effect of herbivore exclusion ( p  = .08), indicating that herbivory also affects fungal community composition. These results suggest that herbivory can influence fungal biomass in highly context-dependent ways in subarctic ecosystems. Considering the importance of root-associated fungi for ecosystem carbon balance, these findings could have far-reaching implications.

Published
2017
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26. Expansion of deciduous tall shrubs but not evergreen dwarf shrubs inhibited by reindeer in Scandes mountain range.

Author

Vowles T, Gunnarsson B, Molau U, Hickler T, Klemedtsson L, and Björk RG

Abstract

One of the most palpable effects of warming in Arctic ecosystems is shrub expansion above the tree line. However, previous studies have found that reindeer can influence plant community responses to warming and inhibit shrubification of the tundra.We revisited grazed (ambient) and ungrazed study plots (exclosures), at the southern as well as the northern limits of the Swedish alpine region, to study long-term grazing effects and vegetation changes in response to increasing temperatures between 1995 and 2011, in two vegetation types (shrub heath and mountain birch forest).In the field layer at the shrub heath sites, evergreen dwarf shrubs had increased in cover from 26% to 49% but were unaffected by grazing. Deciduous dwarf and tall shrubs also showed significant, though smaller, increases over time. At the birch forest sites, the increase was similar for evergreen dwarf shrubs (20-48%) but deciduous tall shrubs did not show the same consistent increase over time as in the shrub heath.The cover and height of the shrub layer were significantly greater in exclosures at the shrub heath sites, but no significant treatment effects were found on species richness or diversity.July soil temperatures and growing season thawing degree days (TDD) were higher in exclosures at all but one site, and there was a significant negative correlation between mean shrub layer height and soil TDD at the shrub heath sites. Synthesis . This study shows that shrub expansion is occurring rapidly in the Scandes mountain range, both above and below the tree line. Tall, deciduous shrubs had benefitted significantly from grazing exclosure, both in terms of cover and height, which in turn lowered summer soil temperatures. However, the overriding vegetation shift across our sites was the striking increase in evergreen dwarf shrubs, which were not influenced by grazing. As the effects of an increase in evergreen dwarf shrubs and more recalcitrant plant litter may to some degree counteract some of the effects of an increase in deciduous tall shrubs, herbivore influence on shrub interactions is potentially of great importance for shaping arctic shrub expansion and its associated ecosystem effects.

Published
2017
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