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

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Title: Global models and predictions of plant diversity based on advanced machine learning techniques.
Authors: Cai L; Biodiversity, Macroecology and Biogeography, University of Göttingen, 37077, Göttingen, Germany., Kreft H; Biodiversity, Macroecology and Biogeography, University of Göttingen, 37077, Göttingen, Germany.; Centre of Biodiversity and Sustainable Land Use, University of Göttingen, 37077, Göttingen, Germany., Taylor A; Biodiversity, Macroecology and Biogeography, University of Göttingen, 37077, Göttingen, Germany., Denelle P; Biodiversity, Macroecology and Biogeography, University of Göttingen, 37077, Göttingen, Germany., Schrader J; Biodiversity, Macroecology and Biogeography, University of Göttingen, 37077, Göttingen, Germany.; School of Natural Sciences, Macquarie University, 2109, Sydney, NSW, Australia., Essl F; Bioinvasions, Global Change, Macroecology-Group, University of Vienna, 1030, Vienna, Austria., van Kleunen M; Ecology, Department of Biology, University of Konstanz, 78464, Konstanz, Germany.; Zhejiang Provincial Key Laboratory of Plant Evolutionary Ecology and Conservation, Taizhou University, 318000, Taizhou, China., Pergl J; Department of Invasion Ecology, Czech Academy of Sciences, Institute of Botany, 25243, Průhonice, Czech Republic., Pyšek P; Department of Invasion Ecology, Czech Academy of Sciences, Institute of Botany, 25243, Průhonice, Czech Republic.; Department of Ecology, Faculty of Science, Charles University, 12844, Prague, Czech Republic., Stein A; Ecology, Department of Biology, University of Konstanz, 78464, Konstanz, Germany., Winter M; German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, 04103, Leipzig, Germany., Barcelona JF; School of Biological Sciences, University of Canterbury, 8140, Christchurch, New Zealand., Fuentes N; Departamento de Botánica, Facultad de Ciencias Naturales y Oceanográficas, Universidad de Concepción, 4030000, Concepción, Chile., Inderjit; Department of Environmental Studies and Centre for Environmental Management of Degraded Ecosystems (CEMDE), University of Delhi, 110007, Delhi, India., Karger DN; Swiss Federal Institute for Forest, Snow and Landscape Research WSL, 8903, Birmensdorf, Switzerland., Kartesz J; Biota of North America Program (BONAP), Chapel Hill, NC, 27516, USA., Kuprijanov A; 650065, Kemerovo, Russia., Nishino M; Biota of North America Program (BONAP), Chapel Hill, NC, 27516, USA., Nickrent D; Plant Biology Section, School of Integrative Plant Science, College of Agriculture and Life Science, Cornell University, Ithaca, NY, 14853, USA., Nowak A; Department of Botany and Nature Protection, University of Warmia and Mazury in Olsztyn, 10-728, Olsztyn, Poland.; PAS Botanical Garden, 02-973, Warszawa, Poland., Patzelt A; Hochschule Weihenstephan-Triesdorf, University of Applied Sciences, Vegetation Ecology, 85354, Freising, Germany., Pelser PB; School of Biological Sciences, University of Canterbury, 8140, Christchurch, New Zealand., Singh P; Mohali, 140301, Punjab, India., Wieringa JJ; Naturalis Biodiversity Center, 2333 CR, Leiden, the Netherlands., Weigelt P; Biodiversity, Macroecology and Biogeography, University of Göttingen, 37077, Göttingen, Germany.; Centre of Biodiversity and Sustainable Land Use, University of Göttingen, 37077, Göttingen, Germany.; Campus-Institut Data Science, 37077, Göttingen, Germany.
Source: The New phytologist [New Phytol] 2023 Feb; Vol. 237 (4), pp. 1432-1445. Date of Electronic Publication: 2022 Nov 14.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Wiley on behalf of New Phytologist Trust Country of Publication: England NLM ID: 9882884 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1469-8137 (Electronic) Linking ISSN: 0028646X NLM ISO Abbreviation: New Phytol Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Cai+L%22">Cai L</searchLink>; Biodiversity, Macroecology and Biogeography, University of Göttingen, 37077, Göttingen, Germany.<br /><searchLink fieldCode="AU" term="%22Kreft+H%22">Kreft H</searchLink>; Biodiversity, Macroecology and Biogeography, University of Göttingen, 37077, Göttingen, Germany.; Centre of Biodiversity and Sustainable Land Use, University of Göttingen, 37077, Göttingen, Germany.<br /><searchLink fieldCode="AU" term="%22Taylor+A%22">Taylor A</searchLink>; Biodiversity, Macroecology and Biogeography, University of Göttingen, 37077, Göttingen, Germany.<br /><searchLink fieldCode="AU" term="%22Denelle+P%22">Denelle P</searchLink>; Biodiversity, Macroecology and Biogeography, University of Göttingen, 37077, Göttingen, Germany.<br /><searchLink fieldCode="AU" term="%22Schrader+J%22">Schrader J</searchLink>; Biodiversity, Macroecology and Biogeography, University of Göttingen, 37077, Göttingen, Germany.; School of Natural Sciences, Macquarie University, 2109, Sydney, NSW, Australia.<br /><searchLink fieldCode="AU" term="%22Essl+F%22">Essl F</searchLink>; Bioinvasions, Global Change, Macroecology-Group, University of Vienna, 1030, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22van+Kleunen+M%22">van Kleunen M</searchLink>; Ecology, Department of Biology, University of Konstanz, 78464, Konstanz, Germany.; Zhejiang Provincial Key Laboratory of Plant Evolutionary Ecology and Conservation, Taizhou University, 318000, Taizhou, China.<br /><searchLink fieldCode="AU" term="%22Pergl+J%22">Pergl J</searchLink>; Department of Invasion Ecology, Czech Academy of Sciences, Institute of Botany, 25243, Průhonice, Czech Republic.<br /><searchLink fieldCode="AU" term="%22Pyšek+P%22">Pyšek P</searchLink>; Department of Invasion Ecology, Czech Academy of Sciences, Institute of Botany, 25243, Průhonice, Czech Republic.; Department of Ecology, Faculty of Science, Charles University, 12844, Prague, Czech Republic.<br /><searchLink fieldCode="AU" term="%22Stein+A%22">Stein A</searchLink>; Ecology, Department of Biology, University of Konstanz, 78464, Konstanz, Germany.<br /><searchLink fieldCode="AU" term="%22Winter+M%22">Winter M</searchLink>; German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, 04103, Leipzig, Germany.<br /><searchLink fieldCode="AU" term="%22Barcelona+JF%22">Barcelona JF</searchLink>; School of Biological Sciences, University of Canterbury, 8140, Christchurch, New Zealand.<br /><searchLink fieldCode="AU" term="%22Fuentes+N%22">Fuentes N</searchLink>; Departamento de Botánica, Facultad de Ciencias Naturales y Oceanográficas, Universidad de Concepción, 4030000, Concepción, Chile.<br /><searchLink fieldCode="AU" term="%22Inderjit%22">Inderjit</searchLink>; Department of Environmental Studies and Centre for Environmental Management of Degraded Ecosystems (CEMDE), University of Delhi, 110007, Delhi, India.<br /><searchLink fieldCode="AU" term="%22Karger+DN%22">Karger DN</searchLink>; Swiss Federal Institute for Forest, Snow and Landscape Research WSL, 8903, Birmensdorf, Switzerland.<br /><searchLink fieldCode="AU" term="%22Kartesz+J%22">Kartesz J</searchLink>; Biota of North America Program (BONAP), Chapel Hill, NC, 27516, USA.<br /><searchLink fieldCode="AU" term="%22Kuprijanov+A%22">Kuprijanov A</searchLink>; 650065, Kemerovo, Russia.<br /><searchLink fieldCode="AU" term="%22Nishino+M%22">Nishino M</searchLink>; Biota of North America Program (BONAP), Chapel Hill, NC, 27516, USA.<br /><searchLink fieldCode="AU" term="%22Nickrent+D%22">Nickrent D</searchLink>; Plant Biology Section, School of Integrative Plant Science, College of Agriculture and Life Science, Cornell University, Ithaca, NY, 14853, USA.<br /><searchLink fieldCode="AU" term="%22Nowak+A%22">Nowak A</searchLink>; Department of Botany and Nature Protection, University of Warmia and Mazury in Olsztyn, 10-728, Olsztyn, Poland.; PAS Botanical Garden, 02-973, Warszawa, Poland.<br /><searchLink fieldCode="AU" term="%22Patzelt+A%22">Patzelt A</searchLink>; Hochschule Weihenstephan-Triesdorf, University of Applied Sciences, Vegetation Ecology, 85354, Freising, Germany.<br /><searchLink fieldCode="AU" term="%22Pelser+PB%22">Pelser PB</searchLink>; School of Biological Sciences, University of Canterbury, 8140, Christchurch, New Zealand.<br /><searchLink fieldCode="AU" term="%22Singh+P%22">Singh P</searchLink>; Mohali, 140301, Punjab, India.<br /><searchLink fieldCode="AU" term="%22Wieringa+JJ%22">Wieringa JJ</searchLink>; Naturalis Biodiversity Center, 2333 CR, Leiden, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Weigelt+P%22">Weigelt P</searchLink>; Biodiversity, Macroecology and Biogeography, University of Göttingen, 37077, Göttingen, Germany.; Centre of Biodiversity and Sustainable Land Use, University of Göttingen, 37077, Göttingen, Germany.; Campus-Institut Data Science, 37077, Göttingen, Germany.
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  Data: <searchLink fieldCode="JN" term="%229882884%22">The New phytologist</searchLink> [New Phytol] 2023 Feb; Vol. 237 (4), pp. 1432-1445. <i>Date of Electronic Publication: </i>2022 Nov 14.
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