Global models and predictions of plant diversity based on advanced machine learning techniques

Author:

Cai Lirong1ORCID,Kreft Holger12ORCID,Taylor Amanda1ORCID,Denelle Pierre1ORCID,Schrader Julian13ORCID,Essl Franz4ORCID,van Kleunen Mark56ORCID,Pergl Jan7ORCID,Pyšek Petr78ORCID,Stein Anke5,Winter Marten9ORCID,Barcelona Julie F.10ORCID,Fuentes Nicol11ORCID,Inderjit 12ORCID,Karger Dirk Nikolaus13ORCID,Kartesz John14,Kuprijanov Andreij15,Nishino Misako14,Nickrent Daniel16ORCID,Nowak Arkadiusz1718ORCID,Patzelt Annette19ORCID,Pelser Pieter B.10ORCID,Singh Paramjit20ORCID,Wieringa Jan J.21ORCID,Weigelt Patrick1222ORCID

Affiliation:

1. Biodiversity, Macroecology and Biogeography University of Göttingen 37077 Göttingen Germany

2. Centre of Biodiversity and Sustainable Land Use University of Göttingen 37077 Göttingen Germany

3. School of Natural Sciences Macquarie University 2109 Sydney NSW Australia

4. Bioinvasions, Global Change, Macroecology‐Group University of Vienna 1030 Vienna Austria

5. Ecology, Department of Biology University of Konstanz 78464 Konstanz Germany

6. Zhejiang Provincial Key Laboratory of Plant Evolutionary Ecology and Conservation Taizhou University 318000 Taizhou China

7. Department of Invasion Ecology, Czech Academy of Sciences Institute of Botany 25243 Průhonice Czech Republic

8. Department of Ecology, Faculty of Science Charles University 12844 Prague Czech Republic

9. German Centre for Integrative Biodiversity Research (iDiv) Halle‐Jena‐Leipzig 04103 Leipzig Germany

10. School of Biological Sciences University of Canterbury 8140 Christchurch New Zealand

11. Departamento de Botánica, Facultad de Ciencias Naturales y Oceanográficas Universidad de Concepción 4030000 Concepción Chile

12. Department of Environmental Studies and Centre for Environmental Management of Degraded Ecosystems (CEMDE) University of Delhi 110007 Delhi India

13. Swiss Federal Institute for Forest Snow and Landscape Research WSL 8903 Birmensdorf Switzerland

14. Biota of North America Program (BONAP) Chapel Hill NC 27516 USA

15. 650065 Kemerovo Russia

16. Plant Biology Section, School of Integrative Plant Science, College of Agriculture and Life Science Cornell University Ithaca NY 14853 USA

17. Department of Botany and Nature Protection University of Warmia and Mazury in Olsztyn 10‐728 Olsztyn Poland

18. PAS Botanical Garden 02‐973 Warszawa Poland

19. Hochschule Weihenstephan‐Triesdorf University of Applied Sciences, Vegetation Ecology 85354 Freising Germany

20. Mohali140301 PunjabIndia

21. Naturalis Biodiversity Center 2333 CR Leiden the Netherlands

22. Campus‐Institut Data Science 37077 Göttingen Germany

Funder

China Scholarship Council

Akademie Věd České Republiky

Grantová Agentura České Republiky

Deutsche Forschungsgemeinschaft

Publisher

Wiley

Subject

Plant Science,Physiology

Reference94 articles.

1. Geological and climatic influences on mountain biodiversity

2. Ensemble forecasting of species distributions

3. BarnesR SahrK.2017.dggridR: discrete global grids for R. doi:10.5281/zenodo.1322866.

4. Global centers of vascular plant diversity;Barthlott W;Nova Acta Leopoldina NF,2005

5. Quaternary Refugia of North European Trees

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