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A protocol for an intercomparison of biodiversity and ecosystem services models using harmonized land-use and climate scenarios

HyeJin Kim, Isabel M.D. Rosa, Rob Alkemade, Paul Leadley, George Hurtt, Alexander Popp, Detlef P van Vuuren, Peter Anthoni, Almut Arneth, Daniele Baisero, Emma Caton, Rebecca Chaplin-Kramer, Louise Chini, Adriana De Palma, Fulvio Di Fulvio, Moreno Di Marco, Felipe Espinoza, Simon Ferrier, Shinichiro Fujimori, Ricardo E. Gonzalez, Carlos Guerra, Mike Harfoot, Thomas D. Harwood, Tomoko Hasegawa, Vanessa Haverd, Petr Havlík, Stefanie Hellweg, Samantha L. L. Hill, Akiko Hirata, Andrew J. Hoskins, Jan H. Janse, Walter Jetz, Justin A. Johnson, Andreas Krause, David Leclère, Ines S. Martins, Tetsuya Matsui, Cory Merow, Michael Obersteiner, Haruka Ohashi, Benjamin Poulter, Andy Purvis, Benjamin Quesada, Carlo Rondinini, Aafke Schipper, Richard Sharp, Kiyoshi Takahashi, Wilfried Thuiller, Nicolas Titeux, Piero Visconti, Christopher Ware, Florian Wolf, Henrique M. Pereira
doi: https://doi.org/10.1101/300632
HyeJin Kim
1German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Deutscher Platz 5e, 04103 Leipzig, Germany
2Institute of Biology, Martin Luther University Halle Wittenberg, Am Kirchtor 1, 06108 Halle (Saale), Germany
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Isabel M.D. Rosa
1German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Deutscher Platz 5e, 04103 Leipzig, Germany
2Institute of Biology, Martin Luther University Halle Wittenberg, Am Kirchtor 1, 06108 Halle (Saale), Germany
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Rob Alkemade
3PBL Netherlands Environmental Assessment Agency, the Hague, the Netherlands
4Environmental System Analysis Group, Wageningen University, the Netherlands
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Paul Leadley
5Ecologie Systématique Evolution, Univ. Paris-Sud, CNRS, AgroParisTech, Université Paris-Saclay, 91400, Orsay, France
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George Hurtt
6Department of Geographical Sciences, University of Maryland, College Park, MD 20740, USA
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Alexander Popp
7Potsdam Institute for Climate Impact Research (PIK), Member of the Leibniz Association, Potsdam, Germany
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Detlef P van Vuuren
8Copernicus Institute for Sustainable Development, Utrecht University, Utrecht, the Netherlands
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Peter Anthoni
9Karlsruhe Institute of Technology, Dept. Meteorology and Climate/Atmospheric Environmental Research, Kreuzeckbahnstr. 19, 82467 Garmisch-Partenkirchen, Germany
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Almut Arneth
9Karlsruhe Institute of Technology, Dept. Meteorology and Climate/Atmospheric Environmental Research, Kreuzeckbahnstr. 19, 82467 Garmisch-Partenkirchen, Germany
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Daniele Baisero
10C/O Global Mammal Assessment program, Department of Biology and Biotechnologies, Sapienza Università di Roma, Viale dell’Unfverisità 32, I-00185, Rome, Italy
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Emma Caton
11Department of Life Sciences, Natural History Museum, London SW7 5BD, U.K.
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Rebecca Chaplin-Kramer
12The Natural Capital Project, Stanford University, 371 Serra Mall, Stanford, CA 94305, USA
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Louise Chini
6Department of Geographical Sciences, University of Maryland, College Park, MD 20740, USA
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Adriana De Palma
11Department of Life Sciences, Natural History Museum, London SW7 5BD, U.K.
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Fulvio Di Fulvio
13International Institute for Applied Systems Analysis, Schlossplatz 1, Laxenburg 2361, Austria
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Moreno Di Marco
14CSIRO Land and Water, GPO Box 2583, Brisbane QLD 4001, Australia
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Felipe Espinoza
11Department of Life Sciences, Natural History Museum, London SW7 5BD, U.K.
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Simon Ferrier
15CSIRO Land and Water, GPO Box 1700, Canberra ACT 2601, Australia
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Shinichiro Fujimori
16Center for Social and Environmental Systems Research, National Institute for Environmental Studies (NIES), 16–2 Onogawa, Tsukuba, Ibaraki 305–8506, Japan
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Ricardo E. Gonzalez
17Department of Life Sciences, Imperial College London, Silwood Park, Ascot SL5 7PY, U.K.
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Carlos Guerra
1German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Deutscher Platz 5e, 04103 Leipzig, Germany
2Institute of Biology, Martin Luther University Halle Wittenberg, Am Kirchtor 1, 06108 Halle (Saale), Germany
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Mike Harfoot
18UN Environment, World Conservation Monitoring Centre, 219 Huntingdon Road, Cambridge, CB3 0DL, UK.
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Thomas D. Harwood
15CSIRO Land and Water, GPO Box 1700, Canberra ACT 2601, Australia
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Tomoko Hasegawa
16Center for Social and Environmental Systems Research, National Institute for Environmental Studies (NIES), 16–2 Onogawa, Tsukuba, Ibaraki 305–8506, Japan
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Vanessa Haverd
19CSIRO Oceans and Atmosphere, Canberra, 2601, Australia
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Petr Havlík
13International Institute for Applied Systems Analysis, Schlossplatz 1, Laxenburg 2361, Austria
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Stefanie Hellweg
20Institute of Environmental Engineering, ETH Zurich, 8093 Zurich, Switzerland
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Samantha L. L. Hill
11Department of Life Sciences, Natural History Museum, London SW7 5BD, U.K.
18UN Environment, World Conservation Monitoring Centre, 219 Huntingdon Road, Cambridge, CB3 0DL, UK.
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Akiko Hirata
21Forestry and Forest Products Research Institute, Forest Research and Management Organization, 1 Matsunosato, Tsukuba, Ibaraki, 305-8687, Japan
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Andrew J. Hoskins
15CSIRO Land and Water, GPO Box 1700, Canberra ACT 2601, Australia
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Jan H. Janse
3PBL Netherlands Environmental Assessment Agency, the Hague, the Netherlands
22Netherlands Inst. of Ecology NIOO-KNAW, Wageningen, the Netherlands
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Walter Jetz
23Ecology and Evolutionary Biology, Yale University, 165 Prospect St, New Haven, CT 06511, USA
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Justin A. Johnson
24Institute on the Environment, University of Minnesota, 1954 Buford Ave. St. Paul, MN 55105, USA
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Andreas Krause
9Karlsruhe Institute of Technology, Dept. Meteorology and Climate/Atmospheric Environmental Research, Kreuzeckbahnstr. 19, 82467 Garmisch-Partenkirchen, Germany
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David Leclère
13International Institute for Applied Systems Analysis, Schlossplatz 1, Laxenburg 2361, Austria
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Ines S. Martins
1German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Deutscher Platz 5e, 04103 Leipzig, Germany
2Institute of Biology, Martin Luther University Halle Wittenberg, Am Kirchtor 1, 06108 Halle (Saale), Germany
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Tetsuya Matsui
21Forestry and Forest Products Research Institute, Forest Research and Management Organization, 1 Matsunosato, Tsukuba, Ibaraki, 305-8687, Japan
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Cory Merow
23Ecology and Evolutionary Biology, Yale University, 165 Prospect St, New Haven, CT 06511, USA
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Michael Obersteiner
13International Institute for Applied Systems Analysis, Schlossplatz 1, Laxenburg 2361, Austria
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Haruka Ohashi
21Forestry and Forest Products Research Institute, Forest Research and Management Organization, 1 Matsunosato, Tsukuba, Ibaraki, 305-8687, Japan
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Benjamin Poulter
25NASA GSFC, Biospheric Science Lab., Greenbelt, MD 20771, USA
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Andy Purvis
11Department of Life Sciences, Natural History Museum, London SW7 5BD, U.K.
26Department of Life Sciences, Imperial College London, Silwood Park, Ascot SL5 7PY, U.K.
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Benjamin Quesada
9Karlsruhe Institute of Technology, Dept. Meteorology and Climate/Atmospheric Environmental Research, Kreuzeckbahnstr. 19, 82467 Garmisch-Partenkirchen, Germany
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Carlo Rondinini
10C/O Global Mammal Assessment program, Department of Biology and Biotechnologies, Sapienza Università di Roma, Viale dell’Unfverisità 32, I-00185, Rome, Italy
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Aafke Schipper
3PBL Netherlands Environmental Assessment Agency, the Hague, the Netherlands
27Institute for Water and Wetland Research, PO Box 9010, 6500 GL Nijmegen, the Netherlands
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Richard Sharp
12The Natural Capital Project, Stanford University, 371 Serra Mall, Stanford, CA 94305, USA
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Kiyoshi Takahashi
21Forestry and Forest Products Research Institute, Forest Research and Management Organization, 1 Matsunosato, Tsukuba, Ibaraki, 305-8687, Japan
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Wilfried Thuiller
28Univ. Grenoble Alpes, Univ. Savoie Mont-Blanc, CNRS, LECA, Grenoble, France
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Nicolas Titeux
1German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Deutscher Platz 5e, 04103 Leipzig, Germany
29Helmholtz Centre for Environmental Research - UFZ, Department of Community Ecology, Theodor-Lieser-Strasse 4, D-06210 Halle, Germany.
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Piero Visconti
30Institute of Zoology, Zoological Society of London, Regent’s Park, London, NW1 4RY
31Centre for Biodiversity and Environment Research, University College London, Gower Street, London, C1E6BT
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Christopher Ware
15CSIRO Land and Water, GPO Box 1700, Canberra ACT 2601, Australia
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Florian Wolf
1German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Deutscher Platz 5e, 04103 Leipzig, Germany
2Institute of Biology, Martin Luther University Halle Wittenberg, Am Kirchtor 1, 06108 Halle (Saale), Germany
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Henrique M. Pereira
1German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Deutscher Platz 5e, 04103 Leipzig, Germany
2Institute of Biology, Martin Luther University Halle Wittenberg, Am Kirchtor 1, 06108 Halle (Saale), Germany
32CIBIO/InBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, Cátedra REFER-Biodiveridade, Universidade do Porto, Campus Agrário de Vairão, R. Padre Armando Quintas, 4485-661 Vairão, Portugal
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Abstract

To support the assessments of the Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services (IPBES), the IPBES Expert Group on Scenarios and Models is carrying out an intercomparison of biodiversity and ecosystem services models using harmonized scenarios (BES-SIM). The goals of BES-SIM are (1) to project the global impacts of land use and climate change on biodiversity and ecosystem services (i.e. nature contributions to people) over the coming decades, compared to the 20th century, using a set of common metrics at multiple scales, and (2) to identify model uncertainties and research gaps through the comparisons of projected biodiversity and ecosystem services across models. BES-SIM uses three scenarios combining specific Shared Socio-economic Pathways (SSPs) and Representative Concentration Pathways (RCPs) to explore a wide range of land-use change and climate change futures. This paper describes the rationale for scenarios selection, the process of harmonizing input data for land use, based on the second phase of the Land Use Harmonization Project (LUH2), and climate, the biodiversity and ecosystem service models used, the core simulations carried out, the harmonization of the model output metrics, and the treatment of uncertainty. The results of this collaborative modelling project will support the ongoing global assessment of IPBES, strengthen ties between IPBES and the Intergovernmental Panel on Climate Change (IPCC) scenarios and modelling processes, advise the Convention on Biological Diversity on its development of a post-2020 strategic plans and conservation goals, and inform the development of a new generation of nature-centred scenarios.

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A protocol for an intercomparison of biodiversity and ecosystem services models using harmonized land-use and climate scenarios
HyeJin Kim, Isabel M.D. Rosa, Rob Alkemade, Paul Leadley, George Hurtt, Alexander Popp, Detlef P van Vuuren, Peter Anthoni, Almut Arneth, Daniele Baisero, Emma Caton, Rebecca Chaplin-Kramer, Louise Chini, Adriana De Palma, Fulvio Di Fulvio, Moreno Di Marco, Felipe Espinoza, Simon Ferrier, Shinichiro Fujimori, Ricardo E. Gonzalez, Carlos Guerra, Mike Harfoot, Thomas D. Harwood, Tomoko Hasegawa, Vanessa Haverd, Petr Havlík, Stefanie Hellweg, Samantha L. L. Hill, Akiko Hirata, Andrew J. Hoskins, Jan H. Janse, Walter Jetz, Justin A. Johnson, Andreas Krause, David Leclère, Ines S. Martins, Tetsuya Matsui, Cory Merow, Michael Obersteiner, Haruka Ohashi, Benjamin Poulter, Andy Purvis, Benjamin Quesada, Carlo Rondinini, Aafke Schipper, Richard Sharp, Kiyoshi Takahashi, Wilfried Thuiller, Nicolas Titeux, Piero Visconti, Christopher Ware, Florian Wolf, Henrique M. Pereira
bioRxiv 300632; doi: https://doi.org/10.1101/300632
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A protocol for an intercomparison of biodiversity and ecosystem services models using harmonized land-use and climate scenarios
HyeJin Kim, Isabel M.D. Rosa, Rob Alkemade, Paul Leadley, George Hurtt, Alexander Popp, Detlef P van Vuuren, Peter Anthoni, Almut Arneth, Daniele Baisero, Emma Caton, Rebecca Chaplin-Kramer, Louise Chini, Adriana De Palma, Fulvio Di Fulvio, Moreno Di Marco, Felipe Espinoza, Simon Ferrier, Shinichiro Fujimori, Ricardo E. Gonzalez, Carlos Guerra, Mike Harfoot, Thomas D. Harwood, Tomoko Hasegawa, Vanessa Haverd, Petr Havlík, Stefanie Hellweg, Samantha L. L. Hill, Akiko Hirata, Andrew J. Hoskins, Jan H. Janse, Walter Jetz, Justin A. Johnson, Andreas Krause, David Leclère, Ines S. Martins, Tetsuya Matsui, Cory Merow, Michael Obersteiner, Haruka Ohashi, Benjamin Poulter, Andy Purvis, Benjamin Quesada, Carlo Rondinini, Aafke Schipper, Richard Sharp, Kiyoshi Takahashi, Wilfried Thuiller, Nicolas Titeux, Piero Visconti, Christopher Ware, Florian Wolf, Henrique M. Pereira
bioRxiv 300632; doi: https://doi.org/10.1101/300632

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