Plant traits and associated ecological data from global change experiments and climate gradients in Norway

. 2025 Aug 25 ; 12 (1) : 1477. [epub] 20250825

Jazyk angličtina Země Velká Británie, Anglie Médium electronic

Typ dokumentu časopisecké články, dataset

Perzistentní odkaz   https://www.medvik.cz/link/pmid40854906

Grantová podpora
294948 Norges Forskningsråd (Research Council of Norway)
274712 Norges Forskningsråd (Research Council of Norway)
274831 Norges Forskningsråd (Research Council of Norway)
287784 Norges Forskningsråd (Research Council of Norway)
287801 Norges Forskningsråd (Research Council of Norway)
HNP-2015/10037 Senter for Internasjonalisering av Utdanning (Norwegian Centre for International Cooperation in Education)

Odkazy

PubMed 40854906
PubMed Central PMC12379105
DOI 10.1038/s41597-025-05509-4
PII: 10.1038/s41597-025-05509-4
Knihovny.cz E-zdroje

Plant functional trait-based approaches are powerful tools to assess the consequences of global environmental changes for plant ecophysiology, population and community ecology, ecosystem functioning, and landscape ecology. Here, we present data capturing these ecological dimensions from grazing, nitrogen addition, and warming experiments conducted along a 821 m a.s.l. elevation gradient and from a climate warming experiment conducted across a 3,200 mm precipitation gradient in boreal and alpine grasslands in Vestland County, western Norway. From these systems we collected 28,762 plant and leaf functional trait measurements from 76 vascular plant species, 88 leaf assimilation-temperature responses, 577 leaf handheld hyperspectral readings, 2.26 billion leaf temperature measurements, 3,696 ecosystem CO2 flux measurements, and 10.69 ha of multispectral (10-band) and RGB cm-resolution imagery from 4,648 individual images obtained from airborne sensors. These data augment existing longer-term data on local climate, soils, plant populations, plant community composition, and ecosystem functioning from within the same experiments and study systems and from similar systems in other mountain regions globally.

Biodiversity Research Centre University of British Columbia Vancouver Canada

Bjerknes Centre for Climate Research University of Bergen Bergen Norway

Center for Ecological Dynamics in a Novel Biosphere Department of Biology Aarhus University Aarhus Denmark

Centre for Functional Ecology University of Coimbra Coimbra Portugal

Climate Impacts Research Centre Department of Ecology and Environmental Science Umeå University Umeå Sweden

Department of Biological Sciences Faculty of Science The University of Hong Kong Hong Kong Hong Kong

Department of Biological Sciences University of Bergen Bergen Norway

Department of Biology Aarhus University Aarhus Denmark

Department of Biology Teaching and Learning University of Minnesota Minneapolis USA

Department of Biology University of Copenhagen Copenhagen Denmark

Department of Biology University of Miami Coral Gables USA

Department of Botany and Biodiversity Research Centre University of British Columbia Vancouver Canada

Department of Botany and Biodiversity Research University of Vienna Vienna Austria

Department of Botany and Zoology Masaryk University Brno Czech Republic

Department of Botany University of British Columbia Vancouver Canada

Department of Botany University of Wyoming Laramie USA

Department of Ecology and Environmental Science Umeå University Umeå Sweden

Department of Ecology and Evolutionary Biology University of Arizona Tucson USA

Department of Ecology and Evolutionary Biology University of Colorado Boulder Boulder USA

Department of Ecology and Evolutionary Biology University of Colorado Boulder USA

Department of Ecology and Evolutionary Biology University of Michigan Ann Arbor USA

Department of Environmental Sciences University of Basel Basel Switzerland

Department of Environmental Systems Science ETH Zürich Zurich Switzerland

Department of Forest Ecology and Management SLU Umeå Sweden

Evolution and Ecology Research Centre UNSW Sydney Kensington Australia

Facultad de Ciencias Departamento de Biología Universidad Autonoma de Madrid Madrid Spain

Faculty of Biology Gadjah Mada University DI Yogyakarta Indonesia

Institute of Arctic and Alpine Research University of Colorado Boulder Boulder USA

Institute of Ecology and Evolution School of Biological Sciences The Univerity of Edinburgh Ashworth Laboratories Edinburgh Scotland

Institute of Ecology and Evolution University of Oregon Eugene USA

Institute of Ecology Leuphana University of Lüneburg Lüneburg Germany

Institute of Forest Ecology Department of Forest and Soil Sciences University of Natural Resources and Life Sciences Vienna Austria

Institute of General Ecology and Environmental Protection TUD Dresden University of Technology Tharandt Germany

Research School of Biology Australian National University Canberra Australia

School of Biological Sciences University of Utah Salt Lake City USA

School of Geography Development and Environment University of Arizona Tucson USA

Scott Polar Research Institute University of Cambridge Cambridge USA

Section for Ecoinformatics and Biodiversity Department of Biology Aarhus University Aarhus Denmark

Senckenberg Biodiversity and Climate research center Frankfurt Frankfurt Germany

The Santa Fe Institute Santa Fe USA

Zobrazit více v PubMed

Violle, C.

Bar-On, Y. M., Phillips, R. & Milo, R. The biomass distribution on Earth. PubMed PMC

Migliavacca, M. PubMed PMC

Michaletz, S. T. Evaluating the kinetic basis of plant growth from organs to ecosystems. PubMed

Kattge, J. & Knorr, W. Temperature acclimation in a biochemical model of photosynthesis: a reanalysis of data from 36 species. PubMed

Kumarathunge, D. P. PubMed

Henn, J. J. PubMed PMC

Asner, G. P. PubMed

van Bodegom, P. M., Douma, J. C. & Verheijen, L. M. A fully traits-based approach to modeling global vegetation distribution. PubMed PMC

Grêt-Regamey, A. & Weibel, B. Global assessment of mountain ecosystem services using earth observation data.

Díaz, S. PubMed

Pascual, U.

Egan, P. A. & Price, M. F.

Enquist, B. J. PubMed PMC

Hannah, L.

Grabherr, G., Gottfried, M. & Pauli, H. Climate change impacts in alpine environments.

Rangwala, I. & Miller, J. R. Climate change in mountains: a review of elevation-dependent warming and its possible causes.

Pepin, N. C.

Pepin, N.

IPBES.

Elbakidze, M.

IPCC.

Dunne, J. A., Saleska, S. R., Fischer, M. L. & Harte, J. Integrating experimental and gradient methods in ecological climate change research.

Halbritter, A. H.

Yang, Y. PubMed PMC

Klanderud, K., Vandvik, V. & Goldberg, D. The importance of biotic vs. abiotic drivers of local plant community composition along regional bioclimatic gradients. PubMed PMC

Vandvik, V. PubMed PMC

Jaroszynska, F.

Gya, R. Disentangling effects and context dependencies of climate change on alpine plants (2022).

Kattge, J.

Kattge, J. PubMed

Jónsdóttir, I. S.

Geange, S. R. PubMed PMC

Vandvik, V. PubMed PMC

Halbritter, A. H. PubMed PMC

Vandvik, V. PubMed PMC

R Core Team.

Wickham, H.

Elbers, B. tidylog: Logging for ‘dplyr’ and ‘tidyr’ Functions. 10.32614/CRAN.package.tidylog R package version 1.1.0 (2024).

Firke, S. janitor: Simple Tools for Examining and Cleaning Dirty Data. R package version 2.2.1, https://CRAN.R-project.org/package=janitor (2024).

Halbritter, A. dataDocumentation: Between the Fjord data documentation. R package version 0.0.1, https://github.com/audhalbritter/dataDocumentation (2025).

Telford, R. dataDownloader: Downloads Files From Repositories If Hash Has Changed. R package version 0.0.0.9002, https://github.com/Between-the-Fjords/dataDownloader (2025).

Barrett, T.

Müller, K. hms: Pretty Time of Day. R package version 1.1.3, https://CRAN.R-project.org/package=hms (2023).

Meireles, J., Schweiger, A., & Cavender-Bares, J. spectrolab: Class and Methods for Spectral Data in R. 10.5281/zenodo.3934575, R package version 0.0.19, https://CRAN.R-project.org/package=spectrolab (2017).

Robinson, D., Hayes, A. & Couch, S. broom: Convert Statistical Objects into Tidy Tibbles. R package version 1.0.8, https://CRAN.R-project.org/package=broom (2025).

Halbritter, A. H., Telford, R. J. PFTCFunctions: Functions for PFTC Data. R package version 0.1.3, https://github.com/Plant-Functional-Trait-Course/PFTCFunctions (2025).

Wolen

Csárdi, G., FitzJohn, R. progress: Terminal Progress Bars. R package version 1.2.3, https://CRAN.R-project.org/package=progress (2023).

Ooms, J. writexl: Export Data Frames to Excel ‘xlsx’ Format. R package version 1.5.4, https://CRAN.R-project.org/package=writexl (2025).

Katabuchi, M. LeafArea: an R package for rapid digital image analysis of leaf area.

Padfield, D., O’Sullivan, H., & Windram, F.

Padfield, D., Matheson, G., & Windram, F.

Wickham H. ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York (2016).

Mills, B. R.

Nowosad, J.

Wickham, H., Pedersen, T., & Seidel, D. scales: Scale Functions for Visualization. R package version 1.3.0, https://CRAN.R-project.org/package=scales (2023).

Landau, W. M. The targets R package: a dynamic Make-like function-oriented pipeline toolkit for reproducibility and high-performance computing.

Vandvik, V. PubMed PMC

Molau, U. & Mølgaard, P. International tundra experiment (ITEX) manual.

Marion, G. M.

Sarneel, J. M. PubMed

Halbritter, A. H.

Vandvik, V. and the Vestland Climate Grid and SeedClim Project Teams. Data repository for the Vestland Climate Grid and the SeedClim experiments.

Vandvik, V.

Halbritter, A. H., PFTC6 Data Team. GitHub Repository for PFTC6 - PFTCourses Plant Functional Traits, Carbon Fluxes, Photosynthesis, Temperature and Spectral Data from Two Global Change Experiments and a Climate Gradient in Western Norway. Norway.

Lid, J. & Lid, D. T. Norsk flora (Norwegian flora).

Vandvik, V. and the PFTC6 Team. OSF data respository for PFTC6 - PFTCourses plant functional traits, carbon fluxes, temperatures, and spectral data from climate and global change experiments along climate gradients in Western Norway.

Pérez-Harguindeguy, N.

Schellenberg, J. & Bergmeier, E. The Calluna life cycle concept revisited: implications for heathland management.

Schneider, C. A., Rasband, W. S. & Eliceiri, K. W. NIH Image to ImageJ: 25 years of image analysis. PubMed PMC

None

Heberling, J. M. & Fridley, J. D. Resource-use strategies of native and invasive plants in Eastern North American forests. PubMed

Marshall, B. & Biscoe, P. V. A Model for C3 Leaves Describing the Dependence of Net Photosynthesis on Irradiance.

Garen, J. C. & Michaletz, S. T. Fast Assimilation-Temperature Response: a FAsTeR method for measuring the temperature dependence of leaf-level photosynthesis. PubMed

Blonder, B., Escobar, S., Kapás, R. E. & Michaletz, S. T. Low predictability of energy balance traits and leaf temperature metrics in desert, montane and alpine plant communities.

Muller, J. D. PubMed

Zhao, P., Hammerle, A., Zeeman, M. & Wohlfahrt, G. On the calculation of daytime CO2 fluxes measured by automated closed transparent chambers. PubMed PMC

Over, J. R.

Wild, J.

Garen, J., the PFTC6 Team. OSF data repository for PFTC6 - PFTCourses plant functional traits, carbon fluxes, temperatures, and spectral data from climate and global change experiments along climate gradients in Western Norway - Thermal Imaging Data.

Garen, J. GitHub repository PFTC6_AT-cleaning [Dataset]. 10.5281/zenodo.15387073 (2025).

Bison, N., the PFTC6 Data Team. GitHub Repository for PFTC6_Hyperspec Data.

Gaudard, J. & PFTC6 Data Team. GitHub Repository for PFTC6 - PFTCourses Carbon Fluxes Data from Two Global Change Experiments and a Climate Gradient in Western Norway. Github 10.5281/zenodo.15365536 (2025).

Tucker, C. J. & Sellers, P. J. Satellite remote sensing of primary production.

Solano, R., Didan, K., Jacobson, A. & Huete, A.

Vandvik, V. & the FunCaB Project Team. OSF data respository for FunCaB - The role of functional group interactions in mediating climate change impacts on the Carbon dynamics and biodiversity of alpine ecosystems.

Boyle, B. PubMed PMC

Maitner, B. S.

Enquist, B. J.

Schoolfield, R. M., Sharpe, P. J. & Magnuson, C. E. Non-linear regression of biological temperature-dependent rate models based on absolute reaction-rate theory. PubMed

Kontopoulos, D.-G., García-Carreras, B., Sal, S., Smith, T. P. & Pawar, S. Use and misuse of temperature normalisation in meta-analyses of thermal responses of biological traits. PubMed PMC

Kaiser, H. & Kappen, L. Stomatal oscillations at small apertures: indications for a fundamental insufficiency of stomatal feedback‐control inherent in the stomatal turgor mechanism. PubMed

Schneider, J., Kutzbach, L., Schulz, S. & Wilmking, M. Overestimation of CO2 respiration fluxes by the closed chamber method in low-turbulence nighttime conditions.

Koskinen, M.

Töpper, J. P. PubMed

Guittar, J., Goldberg, D., Klanderud, K., Telford, R. J. & Vandvik, V. Can trait patterns along gradients predict plant community responses to climate change? PubMed

Yarberry, W. DPLYR. in

Telford, R. J. GitHub repository for pi_setup for the Plant Functional Trait Courses. https://github.com/Plant-Functional-Trait-Course/pi_setup (2020).

Gaudard, J.

Susan, E. PFTC6 Participant Playlist.

CRediT - Contributor Roles Taxonomy. https://casrai.org/credit/ (2019).

6800_v2.1-Manual_19739.pdf. https://licor.app.boxenterprise.net/s/7auwlt1elh71rjxtmxxpbb27ddetgm9j.

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