Resolution in species distribution models shapes spatial patterns of plant multifaceted diversity

This dataset comprises a large array of ecological data for the European Alps:

(1) Current soil and climate predictors at various resolutions.
(2) GBIF observations of the European Alps Flora (~4,000 species).
(3) Species habitat suitability maps (1,109 species; based on species observations filtered at 40x40-km)
at various resolutions used in the study to generate (4); except 'expert'...
(4) Expert, Taxonomic, phylogenetic and functional diversity of the study region at various resolutions
(from 100-m to 40-km --> 100-m aggregated & mean to km + non-aggregated/predicted) for CLIM,
SOIL and CLIM-SOIL models.
(5) Ecological and altitudinal preferences of the European Alps Flora.
(6) Data outputs of the related published article.
(7) All scripts used for analyses.
(8) Additional files used for analyses.
(9) Improved set of species habitat suitability maps (~2,600 species; based on species observations
filtered at 1x1-km) and related taxonomic diversity at 100-m resolution (aggregated to km +
non-aggregated/predicted) for CLIM, SOIL and CLIM-SOIL models ---> not incorporated in the study.

Funding Information:

This work was supported by:
  • ANR (link) (Grant/Award: ANR-16-CE93-004)
  • ANR (link) (Grant/Award: ANR-15-IDEX-02)
  • ANR (Grant/Award: ANR-10-LAB-56)
  • SNF (link) (Grant/Award: 310030L_170059)

Related Datasets

CHELSA (https://chelsa-climate.org; Karger at al. 2017), Flora Alpina (Aeschimann et al. 2004)

Related Publications

Karger, D. N., Conrad, O., Böhner, J., Kawohl, T., Kreft, H., Soria-Auza, R. W., ... & Kessler, M. (2017). Climatologies at high resolution for the earth’s land surface areas. Scientific data, 4(1), 1-20

Descombes, P., Walthert, L., Baltensweiler, A., Meuli, R. G., Karger, D. N., Ginzler, C., ... & Zimmermann, N. E. (2020). Spatial modelling of ecological indicator values improves predictions of plant distributions in complex landscapes. Ecography, 43(10), 1448-1463.

D. Aeschimann , K. Lauber , D. M. Moser & J.-P. Theurillat ( 2004). Flora alpina. Haupt, Belin & Zanichelli.

Citation:

Chauvier, Yohann; Descombes, Patrice; Guéguen, Maya; Boulangeat, Louise; Thuiller, Wilfried; Zimmermann, Niklaus E. (2022). Resolution in species distribution models shapes spatial patterns of plant multifaceted diversity. EnviDat. doi:10.16904/envidat.334.

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Data and Resources

Metadata

Field Values
DOI 10.16904/envidat.334
Publication State Published
Authors
  • Email: yohann.chauvierfoo(at)wsl.ch ORCID: 0000-0001-9399-3192 Given Name: Yohann Family Name: Chauvier Affiliation: Swiss Federal Institute for Forest, Snow and Landscape Research WSL | Unit of Land Change Science DataCRediT: Software, Curation, Collection, Validation, Publication
  • Email: patrice.descombesfoo(at)wsl.ch ORCID: 0000-0002-3760-9907 Given Name: Patrice Family Name: Descombes Affiliation: ETHZ | Department of Environmental Systems Science | Institute of Terrestrial Ecosystems | Landscape Ecology DataCRediT: Software, Curation, Validation, Publication
  • Email: maya.gueguenfoo(at)univ-grenoble-alpes.fr Given Name: Maya Family Name: Guéguen Affiliation: Univ. Grenoble Alpes, Univ. Savoie Mont Blanc DataCRediT: Software
  • Email: louise.boulangeatfoo(at)univ-grenoble-alpes.fr Given Name: Louise Family Name: Boulangeat Affiliation: Univ. Grenoble Alpes, Univ. Savoie Mont Blanc DataCRediT: Collection
  • Email: wilfried.thuillerfoo(at)univ-grenoble-alpes.fr ORCID: https://orcid.org/0000-0002-5388-5274 Given Name: Wilfried Family Name: Thuiller Affiliation: Univ. Grenoble Alpes, Univ. Savoie Mont Blanc DataCRediT: Supervision, Publication, Validation
  • Email: niklaus.zimmermannfoo(at)wsl.ch ORCID: 0000-0003-3099-9604 Given Name: Niklaus E. Family Name: Zimmermann Affiliation: Swiss Federal Institute for Forest, Snow and Landscape Research WSL DataCRediT: Supervision, Publication, Validation
Contact Person Given Name: Yohann Family Name: Chauvier Email: yohann.chauvierfoo(at)wsl.ch Affiliation: Swiss Federal Institute for Forest, Snow and Landscape Research WSL | Unit of Land Change Science ORCID: 0000-0001-9399-3192
Subtitles
Publication Publisher: EnviDat Year: 2022
Dates
  • Type: Created Date: 2022-06-22 End Date: 2022-06-22
Version 1.0
Type dataset
General Type Dataset
Language English
Location European Alps
Content License Creative Commons Attribution Share-Alike (CC-BY-SA)    [Open Data]
Last Updated February 13, 2023, 10:45 (UTC)
Created June 22, 2022, 11:22 (UTC)