Towards comparable assessment of the soil nutrient status across scales-Review and development of nutrient metrics.

ICP Forests leaf economics spectrum nutrient availability nutrient limitation nutrient status plant functional traits remote sensing soil nutrients stoichiometry tree growth

Journal

Global change biology
ISSN: 1365-2486
Titre abrégé: Glob Chang Biol
Pays: England
ID NLM: 9888746

Informations de publication

Date de publication:
02 2020
Historique:
received: 21 12 2018
accepted: 11 07 2019
pubmed: 23 8 2019
medline: 17 3 2020
entrez: 23 8 2019
Statut: ppublish

Résumé

Nutrient availability influences virtually every aspect of an ecosystem, and is a critical modifier of ecosystem responses to global change. Although this crucial role of nutrient availability in regulating ecosystem structure and functioning has been widely acknowledged, nutrients are still often neglected in observational and experimental synthesis studies due to difficulties in comparing the nutrient status across sites. In the current study, we explain different nutrient-related concepts and discuss the potential of soil-, plant- and remote sensing-based metrics to compare the nutrient status across space. Based on our review and additional analyses on a dataset of European, managed temperate and boreal forests (ICP [International Co-operative Programme on Assessment and Monitoring of Air Pollution Effects on Forests] Forests dataset), we conclude that the use of plant- and remote sensing-based metrics that rely on tissue stoichiometry is limited due to their strong dependence on species identity. The potential use of other plant-based metrics such as Ellenberg indicator values and plant-functional traits is also discussed. We conclude from our analyses and review that soil-based metrics have the highest potential for successful intersite comparison of the nutrient status. As an example, we used and adjusted a soil-based metric, previously developed for conifer forests across Sweden, against the same ICP Forests data. We suggest that this adjusted and further adaptable metric, which included the organic carbon concentration in the upper 20 cm of the soil (including the organic fermentation-humus [FH] layer), the C:N ratio and

Identifiants

pubmed: 31437331
doi: 10.1111/gcb.14802
doi:

Substances chimiques

Soil 0
Nitrogen N762921K75

Types de publication

Journal Article Review

Langues

eng

Sous-ensembles de citation

IM

Pagination

392-409

Subventions

Organisme : European Research Council
ID : 610028
Pays : International

Informations de copyright

© 2019 John Wiley & Sons Ltd.

Références

Alberti, G., Vicca, S., Inglima, I., Belelli-Marchesini, L., Genesio, L., Miglietta, F., … Cotrufo, M. F. (2015). Soil C:N stoichiometry controls carbon sink partitioning between above-ground tree biomass and soil organic matter in high fertility forests. iForest - Biogeosciences and Forestry, 8(2), 195-206. https://doi.org/10.3832/ifor1196-008
Andersen, D. C., Adair, E. C., Nelson, S. M., & Binkley, D. (2014). Can nitrogen fertilization aid restoration of mature tree productivity in degraded dryland riverine ecosystems? Restoration Ecology, 22, 582-589. https://doi.org/10.1111/rec.12104
Asner, G. P., Martin, R. E., Anderson, C. B., & Knapp, D. E. (2015). Quantifying forest canopy traits: Imaging spectroscopy versus field survey. Remote Sensing of Environment, 158, 15-27. https://doi.org/10.1016/j.rse.2014.11.011
Asner, G. P., Martin, R. E., Tupayachi, R., Anderson, C. B., Sinca, F., Carranza-Jiménez, L., & Martinez, P. (2014). Amazonian functional diversity from forest canopy chemical assembly. Proceedings of the National Academy of Sciences of the United States of America, 111(15), 5604-5609. https://doi.org/10.1073/pnas.1401181111
Augusto, L., Achat, D. L., Jonard, M., Vidal, D., & Ringeval, B. (2017). Soil parent material-A major driver of plant nutrient limitations in terrestrial ecosystems. Global Change Biology, 23(9), 3808-3824. https://doi.org/10.1111/gcb.13691
Averill, C., Dietze, M. C., & Bhatnagar, J. M. (2018). Continental-scale nitrogen pollution is shifting forest mycorrhizal associations and soil carbon stocks. Global Change Biology, 24(10), 4544-4553. https://doi.org/10.1111/gcb.14368
Balzotti, C. S., Asner, G. P., Taylor, P. G., Cleveland, C. C., Cole, R., Martin, R. E., … Townsend, A. R. (2016). Environmental controls on canopy foliar nitrogen distributions in a neotropical lowland forest. Ecological Applications, 26(8), 2451-2464. https://doi.org/10.1002/eap.1408
Bes, M., Corbera, J., Sayol, F., Bagaria, G., Jover, M., Preece, C., … Fernández-Martínez, M. (2018). On the influence of water conductivity, pH and climate on Bryophyte assemblages in Catalan semi-natural springs. Journal of Bryology, 40(2), 149-158. https://doi.org/10.1080/03736687.2018.1446484
Binkley, D., & Hart, S. C. (1989). The components of nitrogen availability assessments in forest soils. In B. A. Stewart (Ed.), Advances in soil science (pp. 57-112). New York, NY: Springer New York.
Bobbink, R., Hicks, K., Galloway, J., Spranger, T., Alkemade, R., Ashmore, M., … De Vries, W. (2010). Global assessment of nitrogen deposition effects on terrestrial plant diversity: A synthesis. Ecological Applications, 20(1), 30-59. https://doi.org/10.1890/08-1140.1
Bol, R., Julich, D., Brödlin, D., Siemens, J., Kaiser, K., Dippold, M. A., … Hagedorn, F. (2016). Dissolved and colloidal phosphorus fluxes in forest ecosystems - An almost blind spot in ecosystem research. Journal of Plant Nutrition and Soil Science, 179, 425-438. https://doi.org/10.1002/jpln.201600079
Borer, E. T., Seabloom, E. W., Mitchell, C. E., & Cronin, J. P. (2014). Multiple nutrients and herbivores interact to govern diversity, productivity, composition, and infection in a successional grassland. Oikos, 123(2), 214-224. https://doi.org/10.1111/j.1600-0706.2013.00680.x
Brant, A. N., & Chen, H. Y. (2015). Patterns and mechanisms of nutrient resorption in plants. Critical Reviews in Plant Sciences, 34(5), 471-486. https://doi.org/10.1080/07352689.2015.1078611
Camino-Serrano, M., Graf Pannatier, E., Vicca, S., Luyssaert, S., Jonard, M., Ciais, P., … Janssens, I. A. (2016). Trends in soil solution dissolved organic carbon (DOC) concentrations across European forests. Biogeosciences, 13, 5567-5585. https://doi.org/10.5194/bg-13-5567-2016
Campioli, M., Vicca, S., Luyssaert, S., Bilcke, J., Ceschia, E., Chapin, F. S. III, … Janssens, I. A. (2015). Biomass production efficiency controlled by management in temperate and boreal ecosystems. Nature Geoscience, 8, 843-846. https://doi.org/10.1038/ngeo2553
Chapin, F. S. (1980). The mineral nutrition of wild plants. Annual Review of Ecology and Systematics, 11(1), 233-260. https://doi.org/10.1146/annurev.es.11.110180.001313
Chapin, F. S., Matson, P. A., & Mooney, H. A. (2002). Principles of terrestrial ecosystem ecology. New York, NY: Springer-Verlag.
Cleland, E. E., Chiariello, N. R., Loarie, S. R., Mooney, H. A., & Field, C. B. (2006). Diverse responses of phenology to global changes in a grassland ecosystem. Proceedings of the National Academy of Sciences of the United States of America, 103(37), 13740-13744. https://doi.org/10.1073/pnas.0600815103
Cleveland, C. C., Townsend, A. R., Taylor, P., Alvarez-Clare, S., Bustamante, M. M. C., Chuyong, G., … Wieder, W. R. (2011). Relationships among net primary productivity, nutrients and climate in tropical rain forest: A pan-tropical analysis. Ecology Letters, 14(9), 939-947. https://doi.org/10.1111/j.1461-0248.2011.01658.x
Cools, N., Vesterdal, L., De Vos, B., Vanguelova, E., & Hansen, K. (2014). Tree species is the major factor explaining C:N ratios in European forest soils. Forest Ecology and Management, 311, 3-16. https://doi.org/10.1016/j.foreco.2013.06.047
Dai, Y., Shangguan, W., Wei, N., Xin, Q., Yuan, H., Zhang, S., … Yan, F. (2019). A review of the global soil property maps for Earth system models. Soil, 5, 137-158. https://doi.org/10.5194/soil-5-137-2019
DeLucia, E. H., Drake, J. E., Thomas, R. B., & Gonzalez-Meler, M. (2007). Forest carbon use efficiency: Is respiration a constant fraction of gross primary production? Global Change Biology, 13, 1157-1167. https://doi.org/10.1111/j.1365-2486.2007.01365.x
Di Palo, F., & Fornara, D. A. (2017). Plant and soil nutrient stoichiometry along primary ecological successions: Is there any link? PLoS ONE, 12(8), e0182569. https://doi.org/10.1371/journal.pone.0182569
Diekmann, M. (2003). Species indicator values as an important tool in applied plant ecology - A review. Basic and Applied Ecology, 4(6), 493-506. https://doi.org/10.1078/1439-1791-00185
Dieleman, W. I. J., Vicca, S., Dijkstra, F. A., Hagedorn, F., Hovenden, M. J., Larsen, K. S., … Janssens, I. A. (2012). Simple additive effects are rare: A quantitative review of plant biomass and soil process responses to combined manipulations of CO2 and temperature. Global Change Biology, 18(9), 2681-2693. https://doi.org/10.1111/j.1365-2486.2012.02745.x
Dijkstra, F. A., Pendall, E., Morgan, J. A., Blumenthal, D. M., Carrillo, Y., LeCain, D. R., … Williams, D. G. (2012). Climate change alters stoichiometry of phosphorus and nitrogen in a semiarid grassland. New Phytologist, 196(3), 807-815. https://doi.org/10.1111/j.1469-8137.2012.04349.x
Douma, J. C., Shipley, B., Witte, J. P. M., Aerts, R., & van Bodegom, P. M. (2012). Disturbance and resource availability act differently on the same suite of plant traits: Revisiting assembly hypotheses. Ecology, 93(4), 825-835. https://doi.org/10.1890/10-1961.1
Dreesen, F. E., De Boeck, H. J., Janssens, I. A., & Nijs, I. (2012). Summer heat and drought extremes trigger unexpected changes in productivity of a temperate annual/biannual plant community. Environmental and Experimental Botany, 79, 21-30. https://doi.org/10.1016/j.envexpbot.2012.01.005
Ellenberg, H., Weber, H. E., Dull, R., Wirth, V., Werner, W., & Paulissen, D. (1992). Zeigerwerte von Pflanzen in Mitteleuropa. Scripta Geobotanica, 18, 1-248.
Elser, J. J., Fagan, W. F., Denno, R. F., Dobberfuhl, D. R., Folarin, A., Huberty, A., … Sterner, R. W. (2000). Nutritional constraints in terrestrial and freshwater food webs. Nature, 408(6812), 578-580. https://doi.org/10.1038/35046058
Ewald, J., & Ziche, D. (2016). Giving meaning to Ellenberg nutrient values: National forest soil inventory yields frequency-based scaling. Applied Vegetation Science, 20(1), 115-123. https://doi.org/10.1111/avsc.12278
Fay, P. A., Prober, S. M., Harpole, W. S., Knops, J. M. H., Bakker, J. D., Borer, E. T., … Yang, L. H. (2015). Grassland productivity limited by multiple nutrients. Nature Plants, 1, 15080. https://doi.org/10.1038/nplants.2015.80
Fernández-Martínez, M., Vicca, S., Janssens, I. A., Campioli, M., & Peñuelas, J. (2016). Nutrient availability and climate as the main determinants of the ratio of biomass to NPP in woody and non-woody forest compartments. Trees, 30(3), 775-783. https://doi.org/10.1007/s00468-015-1319-8
Fernández-Martínez, M., Vicca, S., Janssens, I. A., Ciais, P., Obersteiner, M., Bartrons, M., … Peñuelas, J. (2017). Atmospheric deposition, CO2, and change in the land carbon sink. Scientific Reports, 7(1). https://doi.org/10.1038/s41598-017-08755-8
Fernández-Martínez, M., Vicca, S., Janssens, I. A., Sardans, J., Luyssaert, S., Campioli, M., … Peñuelas, J. (2014). Nutrient availability as the key regulator of global forest carbon balance. Nature Climate Change, 4, 471-476. https://doi.org/10.1038/nclimate2177
Filella, I., Serrano, L., Serra, J., & Peñuelas, J. (1995). Evaluating wheat nitrogen status with canopy reflectance indices and discriminant analysis. Crop Science, 35(5), 1400. https://doi.org/10.2135/cropsci1995.0011183X003500050023x
Fisher, J. B., Badgley, G., & Blyth, E. (2012). Global nutrient limitation in terrestrial vegetation. Global Biogeochemical Cycles, 26(3). https://doi.org/10.1029/2011GB004252
Fleck, S., Cools, N., De Vos, B., Meesenburg, H., & Fischer, R. (2016). The Level II aggregated forest soil condition database links soil physicochemical and hydraulic properties with long-term observations of forest condition in Europe. Annals of Forest Science, 73, 945-957. https://doi.org/10.1007/s13595-016-0571-4
Gessler, A., Schaub, M., & McDowell, N. G. (2017). The role of nutrients in drought-induced tree mortality and recovery. New Phytologist, 214(2), 513-520. https://doi.org/10.1111/nph.14340
Godefroid, S., & Dana, E. D. (2006). Can Ellenberg's indicator values for Mediterranean plants be used outside their region of definition? Journal of Biogeography, 34(1), 62-68. https://doi.org/10.1111/j.1365-2699.2006.01582.x
Göransson, H., Wallander, H., Ingerslev, M., & Rosengren, U. (2006). Estimating the relative nutrient uptake from different soil depths in Quercus robur, Fagus sylvatica and Picea abies. Plant and Soil, 286(1-2), 87-97. https://doi.org/10.1007/s11104-006-9028-0
Grau, O., Peñuelas, J., Ferry, B., Freycon, V., Blanc, L., Desprez, M., … Hérault, B. (2017). Nutrient-cycling mechanisms other than the direct absorption from soil may control forest structure and dynamics in poor Amazonian soils. Scientific Reports, 7, 45017. https://doi.org/10.1038/srep45017
Han, W., Tang, L., Chen, Y., & Fang, J. (2013). Relationship between the relative limitation and resorption efficiency of nitrogen vs phosphorus in woody plants. PLoS ONE, 8(12), e83366. https://doi.org/10.1371/journal.pone.0083366
Harpole, W. S., Sullivan, L. L., Lind, E. M., Firn, J., Adler, P. B., Borer, E. T., … Wragg, P. D. (2016). Addition of multiple limiting resources reduces grassland diversity. Nature, 537(7618), 93-96. https://doi.org/10.1038/nature19324
He, J.-S., Wang, X., Schmid, B., Flynn, D. F. B., Li, X., Reich, P. B., & Fang, J. (2010). Taxonomic identity, phylogeny, climate and soil fertility as drivers of leaf traits across Chinese grassland biomes. Journal of Plant Research, 123(4), 551-561. https://doi.org/10.1007/s10265-009-0294-9
Hengl, T., Mendes de Jesus, J., Heuvelink, G. B. M., Ruiperez Gonzalez, M., Kilibarda, M., Blagotić, A., … Kempen, B. (2017). SoilGrids250m: Global gridded soil information based on machine learning. PLoS ONE, 12(2), e0169748. https://doi.org/10.1371/journal.pone.0169748
Hodgson, J. G., Montserrat-Martí, G., Charles, M., Jones, G., Wilson, P., Shipley, B., … Royo Pla, F. (2011). Is leaf dry matter content a better predictor of soil fertility than specific leaf area? Annals of Botany, 108(7), 1337-1345. https://doi.org/10.1093/aob/mcr225
Högberg, M. N., Briones, M. J. I., Keel, S. G., Metcalfe, D. B., Campbell, C., Midwood, A. J., … Högberg, P. (2010). Quantification of effects of season and nitrogen supply on tree below-ground carbon transfer to ectomycorrhizal fungi and other soil organisms in a boreal pine forest. New Phytologist, 187(2), 485-493. https://doi.org/10.1111/j.1469-8137.2010.03274.x
Högberg, P., Näsholm, T., Franklin, O., & Högberg, M. N. (2017). Tamm review: On the nature of the nitrogen limitation to plant growth in Fennoscandian boreal forests. Forest Ecology and Management, 403, 161-185. https://doi.org/10.1016/j.foreco.2017.04.045
Holford, I. C. R. (1997). Soil phosphorus: Its measurement, and its uptake by plants. Soil Research, 35(2), 227-240. https://doi.org/10.1071/S96047
Homolova, L., Maenovsky, Z., Clevers, J. G. P. W., Garcia-Santos, G., & Schaepman, M. E. (2013). Review of optical-based remote sensing for plant trait mapping. Ecological Complexity, 15, 1-16. https://doi.org/10.1016/j.ecocom.2013.06.003
Houlton, B. Z., Morford, S. L., & Dahlgren, R. A. (2018). Convergent evidence for widespread rock nitrogen sources in Earth's surface environment. Science, 360(6384), 58-62. https://doi.org/10.1126/science.aan4399
Huang, W., Houlton, B. Z., Marklein, A. R., Liu, J., & Zhou, G. (2015). Plant stoichiometric responses to elevated CO2 vary with nitrogen and phosphorus inputs: Evidence from a global-scale meta-analysis. Scientific Reports, 5, 18225. https://doi.org/10.1038/srep18225
ICP Forests. (2010). Manual on methods and for harmonized sampling, assessment, monitoring and analysis of the effects of air pollution on forests. Hamburg, Germany: UNECE ICP Forests Programme Co-ordinating Centre.
IIASA, & FAO. (2012). Global agro-ecological zones (GAEZ v3.0). Laxenburg, Rome: International Institute for Applied Systems Analysis, Food and Agricultural Organization of the United Nations.
ISO 11466. (1995). Soil quality - Extraction of trace elements soluble in aqua regia. Geneva, Switzerland: International Organization for Standardization. Retrieved from www.iso.ch
Ivanov, K., Zaprjanova, P., Petkova, M., Stefanova, V., Kmetov, V., Georgieva, D., & Angelova, V. (2012). Comparison of inductively coupled plasma mass spectrometry and colorimetric determination of total and extractable phosphorus in soils. Spectrochimica Acta Part B: Atomic Spectroscopy, 71-72, 117-122. https://doi.org/10.1016/j.sab.2012.05.013
Jager, M. M., Richardson, S. J., Bellingham, P. J., Clearwater, M. J., & Laughlin, D. C. (2015). Soil fertility induces coordinated responses of multiple independent functional traits. Journal of Ecology, 103(2), 374-385. https://doi.org/10.1111/1365-2745.12366
Jandl, R., Smidt, S., Mutsch, F., Fürst, A., Zechmeister, H., Bauer, H., & Dirnböck, T. (2012). Acidification and nitrogen eutrophication of Austrian forest soils. Applied and Environmental Soil Science, 2012, 1-9. https://doi.org/10.1155/2012/632602
Kattge, J., Díaz, S., Lavorel, S., Prentice, I. C., Leadley, P., Bönisch, G., … Wirth, C. (2011). TRY - A global database of plant traits. Global Change Biology, 17(9), 2905-2935. https://doi.org/10.1111/j.1365-2486.2011.02451.x
Knyazikhin, Y., Schull, M. A., Stenberg, P., Mõttus, M., Rautiainen, M., Yang, Y., … Myneni, R. B. (2013). Hyperspectral remote sensing of foliar nitrogen content. Proceedings of the National Academy of Sciences of the United States of America, 110(3), E185-E192. https://doi.org/10.1073/pnas.1210196109
Kobe, R. K., Lepczyk, C. A., & Iyer, M. (2005). Resorption efficiency decreases with increasing green leaf nutrients in a global data set. Ecology, 86(10), 2780-2792. https://doi.org/10.1890/04-1830
Kokaly, R. F., Asner, G. P., Ollinger, S. V., Martin, M. E., & Wessman, C. A. (2009). Characterizing canopy biochemistry from imaging spectroscopy and its application to ecosystem studies. Remote Sensing of Environment, 113, S78-S91. https://doi.org/10.1016/j.rse.2008.10.018
Körner, C. (2006). Plant CO2 responses: An issue of definition, time and resource supply. New Phytologist, 172(3), 393-411. https://doi.org/10.1111/j.1469-8137.2006.01886.x
Kramer-Walter, K. R., Bellingham, P. J., Millar, T. R., Smissen, R. D., Richardson, S. J., & Laughlin, D. C. (2016). Root traits are multidimensional: Specific root length is independent from root tissue density and the plant economic spectrum. Journal of Ecology, 104(5), 1299-1310. https://doi.org/10.1111/1365-2745.12562
Laliberté, E., Kardol, P., Didham, R. K., Teste, F. P., Turner, B. L., & Wardle, D. A. (2017). Soil fertility shapes belowground food webs across a regional climate gradient. Ecology Letters, 20(10), 1273-1284. https://doi.org/10.1111/ele.12823
Lang, F., Krüger, J., Amelung, W., Willbold, S., Frossard, E., Bünemann, E. K., … Chmara, I. (2017). Soil phosphorus supply controls P nutrition strategies of beech forest ecosystems in Central Europe. Biogeochemistry, 136(1), 5-29. https://doi.org/10.1007/s10533-017-0375-0
Legout, A., Hansson, K., Van der Heijden, G., Laclau, J.-P., Augusto, L., & Ranger, J. (2014). Fertilité chimique des sols forestiers: concepts de base. Revue Forestière Française, 66(4), 413-424. English translation available at http://mycor.nancy.inra.fr/ARBRE/wp-content/uploads/2015/02/SP_4_Chemical-fertility-of-forest-soils-basic-concepts.pdf
Liebig, J. (1841). Die organische Chemie in ihrer Anwendung auf Agricultur und Physiologie. Brunswick, Germany: F. Vieweg.
Loozen, Y., Rebel, K. T., Karssenberg, D., Wassen, M. J., Sardans, J., Peñuelas, J., & De Jong, S. M. (2018). Remote sensing of canopy nitrogen at regional scale in Mediterranean forests using the spaceborne MERIS terrestrial chlorophyll index. Biogeosciences, 15(9), 2723-2742. https://doi.org/10.5194/bg-15-2723-2018
McGill, B. J., Enquist, B. J., Weiher, E., & Westoby, M. (2006). Rebuilding community ecology from functional traits. Trends in Ecology & Evolution, 21(4), 178-185. https://doi.org/10.1016/j.tree.2006.02.002
McGroddy, M. E., Daufresne, T., & Hedin, L. O. (2004). Scaling of C:N:P stoichiometry in forests worldwide: Implications of terrestrial redfield-type ratios. Ecology, 85, 2390-2401. https://doi.org/10.1890/03-0351
Meason, D. F., Idol, T. W., Friday, J. B., & Scowcroft, P. G. (2009). Effects of fertilisation on phosphorus pools in the volcanic soil of a managed tropical forest. Forest Ecology and Management, 258(10), 2199-2206. https://doi.org/10.1016/j.foreco.2009.04.001
Mitchell, J. J., Glenn, N. G., Sankey, T. T., Derryberry, D. R., & Germino, M. J. (2012). Remote sensing of sagebrush canopy nitrogen. Remote Sensing of Environment, 124, 217-223. https://doi.org/10.1016/j.rse.2012.05.002
Muñoz-Huerta, R. F., Guevara-Gonzalez, R. G., Contreras-Medina, L. M., Torres-Pacheco, I., Prado-Olivarez, J., & Ocampo-Velazquez, R. V. (2013). A review of methods for sensing the nitrogen status in plants: Advantages, disadvantages and recent advances. Sensors, 13(8), 10823-10843. https://doi.org/10.3390/s130810823
Neyroud, J.-A., & Lischer, P. (2003). Do different methods used to estimate soil phosphorus availability across Europe give comparable results? Journal of Plant Nutrition and Soil Science, 166(4), 422-431. https://doi.org/10.1002/jpln.200321152
Niu, S., Classen, A. T., Dukes, J. S., Kardol, P., Liu, L., Luo, Y., … Zaehle, S. (2016). Global patterns and substrate-based mechanisms of the terrestrial nitrogen cycle. Ecology Letters, 19(6), 697-709. https://doi.org/10.1111/ele.12591
Nunes, M. H., Davey, M. P., & Coomes, D. A. (2017). On the challenges of using field spectroscopy to measure the impact of soil type on leaf traits. Biogeosciences, 14(13), 3371-3385. https://doi.org/10.5194/bg-14-3371-2017
Ollinger, S. V., Reich, P. B., Frolking, S., Lepine, L. C., Hollinger, D. Y., & Richardson, D. A. (2013). Nitrogen cycling, forest canopy reflectance, and emergent properties of ecosystems. Proceedings of the National Academy of Sciences of the United States of America, 110(27), E2437. https://doi.org/10.1073/pnas.1304176110
Ollinger, S. V., Richardson, A. D., Martin, M. E., Hollinger, D. Y., Frolking, S. E., Reich, P. B., … Schmid, H. P. (2008). Canopy nitrogen, carbon assimilation, and albedo in temperate and boreal forests: Functional relations and potential climate feedbacks. Proceedings of the National Academy of Sciences of the United States of America, 105(49), 19336-19341. https://doi.org/10.1073/pnas.0810021105
Olsson, M. (1999). Soil survey in Sweden. Ispra, Italy: European Soil Bureau.
Ostertag, R. (2010). Foliar nitrogen and phosphorus accumulation responses after fertilization: An example from nutrient-limited Hawaiian forests. Plant and Soil, 334, 85-98. https://doi.org/10.1007/s11104-010-0281-x
Pakeman, R. J. (2013). Intra-specific leaf trait variation: Management and fertility matter more than the climate at continental scales. Folia Geobotanica, 48(3), 355-371. https://doi.org/10.1007/s12224-013-9168-y
Peñuelas, J., Fernández-Martínez, M., Ciais, P., Jou, D., Piao, S., Obersteiner, M., … Sardans, J. (2019). The bioelements, the elementome, and the biogeochemical niche. Ecology, 100(5), e02652. https://doi.org/10.1002/ecy.2652
Peñuelas, J., Gamon, J., Freeden, A., Merino, J., & Field, C. (1994). Reflectance indices associated with physiological changes in nitrogen- and water-limited sunflower leaves. Remote Sensing of Environment, 48, 135-146. https://doi.org/10.1016/0034-4257(94)90136-8
Peñuelas, J., Poulter, B., Sardans, J., Ciais, P., van der Velde, M., Bopp, L., … Janssens, I. A. (2013). Human-induced nitrogen-phosphorus imbalances alter natural and managed ecosystems across the globe. Nature Communications, 4, 2934. https://doi.org/10.1038/ncomms3934
Porder, S., Asner, G. P., & Vitousek, P. M. (2005). Ground-based and remotely sensed nutrient availability across a tropical landscape. Proceedings of the National Academy of Sciences of the United States of America, 102(31), 10909-10912. https://doi.org/10.1073/pnas.0504929102
Qian, P., & Schoenau, J. J. (2002). Practical applications of ion exchange resins in agricultural and environmental soil research. Canadian Journal of Soil Science, 82(1), 9-21. https://doi.org/10.4141/S00-091
Reed, S. C., Townsend, A. R., Davidson, E. A., & Cleveland, C. C. (2012). Stoichiometric patterns in foliar nutrient resorption across multiple scales. New Phytologist, 196(1), 173-180. https://doi.org/10.1111/j.1469-8137.2012.04249.x
Reich, P. B., & Flores-Moreno, H. (2017). Peeking beneath the hood of the leaf economics spectrum. New Phytologist, 214(4), 1395-1397. https://doi.org/10.1111/nph.14594
Ren, H., Xu, Z., Isbell, F., Huang, J., Han, X., Wan, S., … Fang, Y. (2017). Exacerbated nitrogen limitation ends transient stimulation of grassland productivity by increased precipitation. Ecological Monographs, 87(3), 457-469. https://doi.org/10.1002/ecm.1262
Roa-Fuentes, L. L., Templer, P. H., & Campo, J. (2015). Effects of precipitation regime and soil nitrogen on leaf traits in seasonally dry tropical forests of the Yucatan Peninsula, Mexico. Oecologia, 179(2), 585-597. https://doi.org/10.1007/s00442-015-3354-y
Roscher, C., Gubsch, M., Lipowsky, A., Schumacher, J., Weigelt, A., Buchmann, N., … Schmid, B. (2018). Trait means, trait plasticity and trait differences to other species jointly explain species performances in grasslands of varying diversity. Oikos, 127, 855-865. https://doi.org/10.1111/oik.04815
Roy, R. N., Finck, A., Blair, G. J., & Tandon, H. (2006). Plant nutrition for food security. A guide for integrated nutrient management. Rome, Italy: Food and Agriculture Organization of the United Nations.
Sardans, J., Alonso, R., Carnicer, J., Fernández-Martínez, M., Vivanco, M. G., & Peñuelas, J. (2016). Factors influencing the foliar elemental composition and stoichiometry in forest trees in Spain. Perspectives in Plant Ecology, Evolution and Systematics, 18, 52-69. https://doi.org/10.1016/j.ppees.2016.01.001
Sardans, J., Grau, O., Chen, H. Y. H., Janssens, I. A., Ciais, P., Piao, S., & Peñuelas, J. (2017). Changes in nutrient concentrations of leaves and roots in response to global change factors. Global Change Biology, 23(9), 3849-3856. https://doi.org/10.1111/gcb.13721
Sardans, J., Janssens, I. A., Alonso, R., Veresoglou, S. D., Rillig, M. C., Sanders, T. G. M., … Peñuelas, J. (2015). Foliar elemental composition of European forest tree species associated with evolutionary traits and present environmental and competitive conditions. Global Ecology and Biogeography, 24(2), 240-255. https://doi.org/10.1111/geb.12253
Sardans, J., & Peñuelas, J. (2012). The role of plants in the effects of global change on nutrient availability and stoichiometry in the plant-soil System. Plant Physiology, 160(4), 1741-1761. https://doi.org/10.1104/pp.112.208785
Schaffers, A. P., & Sýkora, K. V. (2000). Reliability of Ellenberg indicator values for moisture, nitrogen and soil reaction: A comparison with field measurements. Journal of Vegetation Science, 11(2), 225-244. https://doi.org/10.2307/3236802
Schroeder, D., & Gething, P. A. (1984). Soils-facts and concepts. Bern, Switzerland: International Potash Institute.
Schulte-Uebbing, L., & de Vries, W. (2018). Global-scale impacts of nitrogen deposition on tree carbon sequestration in tropical, temperate, and boreal forests: A meta-analysis. Global Change Biology, 24(2), 416-431. https://doi.org/10.1111/gcb.13862
Serbin, S. P., Singh, A., McNeil, B. E., Kingdon, C. C., & Townsend, P. A. (2014). Spectroscopic determination of leaf morphological and biochemical traits for northern temperate and boreal tree species. Ecological Applications, 24(7), 1651-1669. https://doi.org/10.1890/13-2110.1
Serrano, L., Peñuelas, J., & Ustin, S. L. (2002). Remote sensing of nitrogen and lignin in Mediterranean vegetation from AVIRIS data. Remote Sensing of Environment, 81(2-3), 355-364. https://doi.org/10.1016/S0034-4257(02)00011-1
Shi, B., Wang, Y., Meng, B., Zhong, S., & Sun, W. (2018). Effects of nitrogen addition on the drought susceptibility of the Leymus chinensis meadow ecosystem vary with drought duration. Frontiers in Plant Science, 9. https://doi.org/10.3389/fpls.2018.00254
Simpson, A. H., Richardson, S. J., & Laughlin, D. C. (2016). Soil-climate interactions explain variation in foliar, stem, root and reproductive traits across temperate forests. Global Ecology and Biogeography, 25(8), 964-978. https://doi.org/10.1111/geb.12457
Soil Survey Staff. (2014). Keys to soil taxonomy (12th ed.). Washington, DC: USDA-National Resources Conservation Service.
Stendahl, J. (2019). MarkInfo. Uppsala, Sweden: Swedish University of Agricultural Sciences, Department of Soil and Environment. Retrieved from https://www.slu.se/miljoanalys/statistik-och-miljodata/miljodata/webbtjanster-miljoanalys/markinfo/markinfo/
Stevens, C. J., Lind, E. M., Hautier, Y., Harpole, W. S., Borer, E. T., Hobbie, S., … Wragg, P. D. (2015). Anthropogenic nitrogen deposition predicts local grassland primary production worldwide. Ecology, 96(6), 1459-1465. https://doi.org/10.1890/14-1902.1
Strömgren, M., & Linder, S. (2002). Effects of nutrition and soil warming on stemwood production in a boreal Norway spruce stand. Global Change Biology, 8(12), 1194-1204. https://doi.org/10.1046/j.1365-2486.2002.00546.x
Sullivan, B. W., Alvarez-Clare, S., Castle, S. C., Porder, S., Reed, S. C., Schreeg, L., … Cleveland, C. C. (2014). Assessing nutrient limitation in complex forested ecosystems: Alternatives to large-scale fertilization experiments. Ecology, 95(3), 668-681. https://doi.org/10.1890/13-0825.1
Talkner, U., Meiwes, K. J., Potočić, N., Seletković, I., Cools, N., De Vos, B., & Rautio, P. (2015). Phosphorus nutrition of beech (Fagus sylvatica L.) is decreasing in Europe. Annals of Forest Science, 72(7), 919-928. https://doi.org/10.1007/s13595-015-0459-8
Terrer, C., Jackson, R. B., Prentice, I. C., Keenan, T. F., Kaiser, C., Vicca, S., … Franklin, O. (2019). Nitrogen and phosphorus constrain the CO2 fertilization of global plant biomass. Nature Climate Change, 9(9). https://doi.org/10.1038/s41558-019-0545-2
Terrer, C., Vicca, S., Hungate, B. A., Phillips, R. P., & Prentice, I. C. (2016). Mycorrhizal association as a primary control of the CO₂ fertilization effect. Science, 353(6294), 72-74. https://doi.org/10.1126/science.aaf4610
Terrer, C., Vicca, S., Stocker, B. D., Hungate, B. A., Phillips, R. P., Reich, P. B., … Prentice, I. C. (2018). Ecosystem responses to elevated CO2 governed by plant-soil interactions and the cost of nitrogen acquisition. New Phytologist, 217(2), 507-522. https://doi.org/10.1111/nph.14872
Thompson, K., Hodgson, J. G., Grime, J. P., Rorison, I. H., Band, S. R., & Spencer, R. E. (1993). Ellenberg numbers revisited. Phytocoenologia, 23(1-4), 277-289. https://doi.org/10.1127/phyto/23/1993/277
Urbina, I., Sardans, J., Beierkuhnlein, C., Jentsch, A., Backhaus, S., Grant, K., … Peñuelas, J. (2015). Shifts in the elemental composition of plants during a very severe drought. Environmental and Experimental Botany, 111, 63-73. https://doi.org/10.1016/j.envexpbot.2014.10.005
van Heerwaarden, L. M., Toet, S., & Aerts, R. (2003). Nitrogen and phosphorus resorption efficiency and proficiency in six sub-arctic bog species after 4 years of nitrogen fertilization. Journal of Ecology, 91, 1060-1070. https://doi.org/10.1046/j.1365-2745.2003.00828.x
Van Sundert, K., Horemans, J. A., Stendahl, J., & Vicca, S. (2018). The influence of soil properties and nutrients on conifer forest growth in Sweden, and the first steps in developing a nutrient availability metric. Biogeosciences, 15, 3475-3496. https://doi.org/10.5194/bg-15-3475-2018
Vergutz, L., Manzoni, S., Porporato, A., Novais, R. F., & Jackson, R. B. (2012). Global resorption efficiencies and concentrations of carbon and nutrients in leaves of terrestrial plants. Ecological Monographs, 82(2), 205-220. https://doi.org/10.1890/11-0416.1
Verrelst, J., Camp-Valls, G., Munoz-Mari, J., Rivera, J. P., Veroustraete, F., Clevers, J. G. P. W., & Moreno, J. (2015). Optical remote sensing and the retrieval of terrestrial vegetation bio-geophysical properties - A review. ISPRS Journal of Photogrammetry and Remote Sensing, 108, 273-290. https://doi.org/10.1016/j.isprsjprs.2015.05.005
Vicca, S., Luyssaert, S., Peñuelas, J., Campioli, M., Chapin, F. S., Ciais, P., … Janssens, I. A. (2012). Fertile forests produce biomass more efficiently. Ecology Letters, 15(6), 520-526. https://doi.org/10.1111/j.1461-0248.2012.01775.x
Vicca, S., Stocker, B. D., Reed, S., Wieder, W. R., Bahn, M., Fay, P. A., … Ciais, P. (2018). Using research networks to create the comprehensive datasets needed to assess nutrient availability as a key determinant of terrestrial carbon cycling. Environmental Research Letters, 13(12), 125006. https://doi.org/10.1088/1748-9326/aaeae7.
Violle, C., Navas, M.-L., Vile, D., Kazakou, E., Fortunel, C., Hummel, I., & Garnier, E. (2007). Let the concept of trait be functional! Oikos, 116(5), 882-892. https://doi.org/10.1111/j.2007.0030-1299.15559.x
Wagner, M., Kahmen, A., Schlumprecht, H., Audorff, V., Perner, J., Buchmann, N., & Weisser, W. W. (2007). Prediction of herbage yield in grassland: How well do Ellenberg N-values perform? Applied Vegetation Science, 10(1), 15-24. https://doi.org/10.1111/j.1654-109X.2007.tb00499.x
Wang, Y. P., Law, R. M., & Pak, B. (2010). A global model of carbon, nitrogen and phosphorus cycles for the terrestrial biosphere. Biogeosciences, 7, 2261-2282. https://doi.org/10.5194/bg-7-2261-2010
Wang, Y., Meng, B., Zhong, S., Wang, D., Ma, J., & Sun, W. (2018). Aboveground biomass and root/shoot ratio regulated drought susceptibility of ecosystem carbon exchange in a meadow steppe. Plant and Soil, 432(1-2), 259-272. https://doi.org/10.1007/s11104-018-3790-7
Wang, Z., Skidmore, A. K., Darvishzadeh, R., & Wang, T. (2018). Mapping forest canopy nitrogen content by inversion of coupled leaf-canopy radiative transfer models from airborne hyperspectral imagery. Agricultural and Forest Meteorology, 253-254, 247-260. https://doi.org/10.1016/j.agrformet.2018.02.010
White, C. S., Moore, D. I., & Craig, J. A. (2004). Regional-scale drought increases potential soil fertility in semiarid grasslands. Biology and Fertility of Soils, 40(1), 73-78. https://doi.org/10.1007/s00374-004-0744-4
Wigley, B. J., Slingsby, J. A., Díaz, S., Bond, W. J., Fritz, H., & Coetsee, C. (2016). Leaf traits of African woody savanna species across climate and soil fertility gradients: Evidence for conservative versus acquisitive resource-use strategies. Journal of Ecology, 104(5), 1357-1369. https://doi.org/10.1111/1365-2745.12598
Wright, I. J., Reich, P. B., Westoby, M., Ackerly, D. D., Baruch, Z., Bongers, F., … Villar, R. (2004). The worldwide leaf economics spectrum. Nature, 428(6985), 821-827. https://doi.org/10.1038/nature02403
Yuan, Z. Y., & Chen, H. Y. (2009). Global-scale patterns of nutrient resorption associated with latitude, temperature and precipitation. Global Ecology and Biogeography, 18(1), 11-18. https://doi.org/10.1111/j.1466-8238.2008.00425.x
Zechmeister-Boltenstern, S., Keiblinger, K. M., Mooshammer, M., Peñuelas, J., Richter, A., Sardans, J., & Wanek, W. (2015). The application of ecological stoichiometry to plant-microbial-soil organic matter transformations. Ecological Monographs, 85(2), 133-155. https://doi.org/10.1890/14-0777.1
Zelený, D., & Schaffers, A. P. (2012). Too good to be true: Pitfalls of using mean Ellenberg indicator values in vegetation analyses. Journal of Vegetation Science, 23(3), 419-431. https://doi.org/10.1111/j.1654-1103.2011.01366.x

Auteurs

Kevin Van Sundert (K)

Centre of Excellence PLECO (Plants and Ecosystems), Department of Biology, University of Antwerp, Wilrijk, Belgium.

Dajana Radujković (D)

Centre of Excellence PLECO (Plants and Ecosystems), Department of Biology, University of Antwerp, Wilrijk, Belgium.

Nathalie Cools (N)

Research Institute for Nature and Forest (INBO), Geraardsbergen, Belgium.

Bruno De Vos (B)

Research Institute for Nature and Forest (INBO), Geraardsbergen, Belgium.

Sophia Etzold (S)

Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland.

Marcos Fernández-Martínez (M)

Centre of Excellence PLECO (Plants and Ecosystems), Department of Biology, University of Antwerp, Wilrijk, Belgium.

Ivan A Janssens (IA)

Centre of Excellence PLECO (Plants and Ecosystems), Department of Biology, University of Antwerp, Wilrijk, Belgium.

Päivi Merilä (P)

Natural Resources Institute Finland (Luke), Oulu, Finland.

Josep Peñuelas (J)

CSIC, Global Ecology Unit CREAF-CEAB-UAB, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Catalonia, Spain.
CREAF, Cerdanyola del Vallès, Catalonia, Spain.

Jordi Sardans (J)

CSIC, Global Ecology Unit CREAF-CEAB-UAB, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Catalonia, Spain.
CREAF, Cerdanyola del Vallès, Catalonia, Spain.

Johan Stendahl (J)

Department of Soil and Environment, Swedish University of Agricultural Sciences, Uppsala, Sweden.

César Terrer (C)

Department of Earth System Science, Stanford University, Stanford, CA, USA.
Institut de Ciència i Tecnologia Ambientals (ICTA), Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Catalonia, Spain.

Sara Vicca (S)

Centre of Excellence PLECO (Plants and Ecosystems), Department of Biology, University of Antwerp, Wilrijk, Belgium.

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