A harmonized database of European forest simulations under climate change
Process-based forest models combine biological, physical, and chemical process understanding to simulate forest dynamics as an emergent property of the system. As such, they are valuable tools to investigate the effects of climate change on forest ecosystems. Specifically, they allow testing of hypo...
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Published in | Data in brief Vol. 54; p. 110384 |
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Main Authors | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
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Elsevier Inc
01.06.2024
Elsevier |
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Abstract | Process-based forest models combine biological, physical, and chemical process understanding to simulate forest dynamics as an emergent property of the system. As such, they are valuable tools to investigate the effects of climate change on forest ecosystems. Specifically, they allow testing of hypotheses regarding long-term ecosystem dynamics and provide means to assess the impacts of climate scenarios on future forest development. As a consequence, numerous local-scale simulation studies have been conducted over the past decades to assess the impacts of climate change on forests. These studies apply the best available models tailored to local conditions, parameterized and evaluated by local experts. However, this treasure trove of knowledge on climate change responses remains underexplored to date, as a consistent and harmonized dataset of local model simulations is missing.
Here, our objectives were (i) to compile existing local simulations on forest development under climate change in Europe in a common database, (ii) to harmonize them to a common suite of output variables, and (iii) to provide a standardized vector of auxiliary environmental variables for each simulated location to aid subsequent investigations. Our dataset of European stand- and landscape-level forest simulations contains over 1.1 million simulation runs representing 135 million simulation years for more than 13,000 unique locations spread across Europe. The data were harmonized to consistently describe forest development in terms of stand structure (dominant height), composition (dominant species, admixed species), and functioning (leaf area index). Auxiliary variables provided include consistent daily climate information (temperature, precipitation, radiation, vapor pressure deficit) as well as information on local site conditions (soil depth, soil physical properties, soil water holding capacity, plant-available nitrogen). The present dataset facilitates analyses across models and locations, with the aim to better harness the valuable information contained in local simulations for large-scale policy support, and for fostering a deeper understanding of the effects of climate change on forest ecosystems in Europe. |
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AbstractList | Process-based forest models combine biological, physical, and chemical process understanding to simulate forest dynamics as an emergent property of the system. As such, they are valuable tools to investigate the effects of climate change on forest ecosystems. Specifically, they allow testing of hypotheses regarding long-term ecosystem dynamics and provide means to assess the impacts of climate scenarios on future forest development. As a consequence, numerous local-scale simulation studies have been conducted over the past decades to assess the impacts of climate change on forests. These studies apply the best available models tailored to local conditions, parameterized and evaluated by local experts. However, this treasure trove of knowledge on climate change responses remains underexplored to date, as a consistent and harmonized dataset of local model simulations is missing.
Here, our objectives were (i) to compile existing local simulations on forest development under climate change in Europe in a common database, (ii) to harmonize them to a common suite of output variables, and (iii) to provide a standardized vector of auxiliary environmental variables for each simulated location to aid subsequent investigations. Our dataset of European stand- and landscape-level forest simulations contains over 1.1 million simulation runs representing 135 million simulation years for more than 13,000 unique locations spread across Europe. The data were harmonized to consistently describe forest development in terms of stand structure (dominant height), composition (dominant species, admixed species), and functioning (leaf area index). Auxiliary variables provided include consistent daily climate information (temperature, precipitation, radiation, vapor pressure deficit) as well as information on local site conditions (soil depth, soil physical properties, soil water holding capacity, plant-available nitrogen). The present dataset facilitates analyses across models and locations, with the aim to better harness the valuable information contained in local simulations for large-scale policy support, and for fostering a deeper understanding of the effects of climate change on forest ecosystems in Europe. Process-based forest models combine biological, physical, and chemical process understanding to simulate forest dynamics as an emergent property of the system. As such, they are valuable tools to investigate the effects of climate change on forest ecosystems. Specifically, they allow testing of hypotheses regarding long-term ecosystem dynamics and provide means to assess the impacts of climate scenarios on future forest development. As a consequence, numerous local-scale simulation studies have been conducted over the past decades to assess the impacts of climate change on forests. These studies apply the best available models tailored to local conditions, parameterized and evaluated by local experts. However, this treasure trove of knowledge on climate change responses remains underexplored to date, as a consistent and harmonized dataset of local model simulations is missing.Here, our objectives were (i) to compile existing local simulations on forest development under climate change in Europe in a common database, (ii) to harmonize them to a common suite of output variables, and (iii) to provide a standardized vector of auxiliary environmental variables for each simulated location to aid subsequent investigations. Our dataset of European stand- and landscape-level forest simulations contains over 1.1 million simulation runs representing 135 million simulation years for more than 13,000 unique locations spread across Europe. The data were harmonized to consistently describe forest development in terms of stand structure (dominant height), composition (dominant species, admixed species), and functioning (leaf area index). Auxiliary variables provided include consistent daily climate information (temperature, precipitation, radiation, vapor pressure deficit) as well as information on local site conditions (soil depth, soil physical properties, soil water holding capacity, plant-available nitrogen). The present dataset facilitates analyses across models and locations, with the aim to better harness the valuable information contained in local simulations for large-scale policy support, and for fostering a deeper understanding of the effects of climate change on forest ecosystems in Europe. |
ArticleNumber | 110384 |
Author | Huber, Nica Thom, Dominik Garcia-Gonzalo, Jordi Bouwman, Meike Muys, Bart Nieberg, Mats Jonard, Mathieu André, Frédéric Lagergren, Fredrik Peltoniemi, Mikko Forrester, David I. Reyer, Christopher PO Honkaniemi, Juha Bugmann, Harald Hiltner, Ulrike De Caceres, Miquel Maria Jönsson, Anna Mina, Marco Augustynczik, Andrey L.D. Cristal, Irina Moos, Christine Morin, Xavier De Coligny, Francois Bohn, Friedrich Dollinger, Christina Dobor, Laura Storms, Ilié Toïgo, Maude Seidl, Rupert Mohren, Frits Rammer, Werner Albrich, Katharina Collalti, Alessio Dalmonech, Daniela Hlásny, Tomáš Grünig, Marc González, José Ramón |
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Ottignies-Louvain-la-Neuve, Belgium – sequence: 5 givenname: Andrey L.D. surname: Augustynczik fullname: Augustynczik, Andrey L.D. organization: International Institute for Applied Systems Analysis, Integrated Biosphere Futures Research Group, Schlossplatz 1, A-2361 Laxenburg, Austria – sequence: 6 givenname: Friedrich surname: Bohn fullname: Bohn, Friedrich organization: Helmholtz Centre for Environmental Research UFZ, Permoserstraße 15, 04318 Leipzig, Germany – sequence: 7 givenname: Meike orcidid: 0000-0001-9129-980X surname: Bouwman fullname: Bouwman, Meike organization: Wageningen University & Research, Forest Ecology and Forest Management Group, Droevendaalsesteeg 3a, 6708 PB Wageningen, the Netherlands – sequence: 8 givenname: Harald orcidid: 0000-0003-4233-0094 surname: Bugmann fullname: Bugmann, Harald organization: ETH Zürich, Forest Ecology, Institute of Terrestrial Ecosystems, Universitätstrasse 16, 8006 Zürich, Switzerland – sequence: 9 givenname: Alessio orcidid: 0000-0002-4980-8487 surname: Collalti fullname: Collalti, Alessio organization: National Research Council of Italy (CNR-ISAFOM), Institute for Agriculture and Forestry Systems in the Mediterranean, Forest Modelling Lab., Via Madonna Alta 128, 06128 Perugia, Italy – sequence: 10 givenname: Irina orcidid: 0000-0001-6089-0824 surname: Cristal fullname: Cristal, Irina organization: Forest Science and Technology Center of Catalonia (CTFC), Crta. de St. Llorenç de Morunys, 25280 Solsona, Spain – sequence: 11 givenname: Daniela surname: Dalmonech fullname: Dalmonech, Daniela organization: National Research Council of Italy (CNR-ISAFOM), Institute for Agriculture and Forestry Systems in the Mediterranean, Forest Modelling Lab., Via Madonna Alta 128, 06128 Perugia, Italy – sequence: 12 givenname: Miquel surname: De Caceres fullname: De Caceres, Miquel organization: CREAF, E08193 Bellaterra (Cerdanyola del Vallès), Catalonia, Spain – sequence: 13 givenname: Francois surname: De Coligny fullname: De Coligny, Francois organization: AMAP, INRAE-CIRAD-CNRS-IRD-Univ Montpellier, 34398 Montpellier cedex 5, France – sequence: 14 givenname: Laura surname: Dobor fullname: Dobor, Laura organization: Faculty of Forestry and Wood Sciences, Czech University of Life Sciences Prague, 165 21 Prague 6, Kamýcká 129, Czech Republic – sequence: 15 givenname: Christina orcidid: 0000-0001-7759-8141 surname: Dollinger fullname: Dollinger, Christina organization: TUM School of Life Sciences, Ecosystem Dynamics and Forest Management, Technical University of Munich, Hans-Carl-von-Carlowitz-Platz 2, 85354 Freising, Germany – sequence: 16 givenname: David I. orcidid: 0000-0003-4546-3554 surname: Forrester fullname: Forrester, David I. organization: CSIRO Environment, GPO Box 1700, ACT 2601, Australia – sequence: 17 givenname: Jordi orcidid: 0000-0001-9946-5753 surname: Garcia-Gonzalo fullname: Garcia-Gonzalo, Jordi organization: Forest Science and Technology Center of Catalonia (CTFC), Crta. de St. Llorenç de Morunys, 25280 Solsona, Spain – sequence: 18 givenname: José Ramón orcidid: 0000-0002-5040-712X surname: González fullname: González, José Ramón organization: Forest Science and Technology Center of Catalonia (CTFC), Crta. de St. Llorenç de Morunys, 25280 Solsona, Spain – sequence: 19 givenname: Ulrike surname: Hiltner fullname: Hiltner, Ulrike organization: ETH Zürich, Forest Ecology, Institute of Terrestrial Ecosystems, Universitätstrasse 16, 8006 Zürich, Switzerland – sequence: 20 givenname: Tomáš orcidid: 0000-0001-9771-7435 surname: Hlásny fullname: Hlásny, Tomáš organization: Faculty of Forestry and Wood Sciences, Czech University of Life Sciences Prague, 165 21 Prague 6, Kamýcká 129, Czech Republic – sequence: 21 givenname: Juha orcidid: 0000-0002-8249-554X surname: Honkaniemi fullname: Honkaniemi, Juha organization: Natural Resources Institute Finland, Forest Health and Biodiversity Group, Latokartanonkaari 9, 00790 Helsinki, Finland – sequence: 22 givenname: Nica orcidid: 0000-0001-5427-6836 surname: Huber fullname: Huber, Nica organization: ETH Zürich, Forest Ecology, Institute of Terrestrial Ecosystems, Universitätstrasse 16, 8006 Zürich, Switzerland – sequence: 23 givenname: Mathieu orcidid: 0000-0002-9680-792X surname: Jonard fullname: Jonard, Mathieu organization: Earth and Life Institute, Université catholique de Louvain, Croix du S, 1348 Ottignies-Louvain-la-Neuve, Belgium – sequence: 24 givenname: Anna surname: Maria Jönsson fullname: Maria Jönsson, Anna organization: Department of Physical Geography and Ecosystem Science, Lund University, Sölvegatan 12, 223 62 Lund, Sweden – sequence: 25 givenname: Fredrik orcidid: 0000-0002-0061-733X surname: Lagergren fullname: Lagergren, Fredrik organization: Department of Physical Geography and Ecosystem Science, Lund University, Sölvegatan 12, 223 62 Lund, Sweden – sequence: 26 givenname: Mats orcidid: 0000-0002-9755-8814 surname: Nieberg fullname: Nieberg, Mats organization: Potsdam Institute for Climate Impact Research (PIK), Member of the Leibniz Association, Telegrafenberg A 31, Potsdam, Germany – sequence: 27 givenname: Marco orcidid: 0000-0002-7489-7688 surname: Mina fullname: Mina, Marco organization: Institute for Alpine Environment, Eurac Research, Via Alessandro Volta, 13A, 39100 Bolzano, BZ, Italy – sequence: 28 givenname: Frits orcidid: 0000-0002-7004-4602 surname: Mohren fullname: Mohren, Frits organization: Wageningen University & Research, Forest Ecology and Forest Management Group, Droevendaalsesteeg 3a, 6708 PB Wageningen, the Netherlands – sequence: 29 givenname: Christine orcidid: 0000-0001-9792-0345 surname: Moos fullname: Moos, Christine organization: Bern University of Applied Sciences, BFH-HAFL, Länggasse 85, 3052 Zollikofen, Switzerland – sequence: 30 givenname: Xavier surname: Morin fullname: Morin, Xavier organization: CEFE, Univ Montpellier, CNRS, EPHE, IRD, Montpellier, France – sequence: 31 givenname: Bart surname: Muys fullname: Muys, Bart organization: KU Leuven, Department of Earth and Environmental Sciences, Celestijnenlaan 200E, 3001 Leuven, Belgium – sequence: 32 givenname: Mikko surname: Peltoniemi fullname: Peltoniemi, Mikko organization: Natural Resources Institute Finland, Forest Health and Biodiversity Group, Latokartanonkaari 9, 00790 Helsinki, Finland – sequence: 33 givenname: Christopher PO orcidid: 0000-0003-1067-1492 surname: Reyer fullname: Reyer, Christopher PO organization: Potsdam Institute for Climate Impact Research (PIK), Member of the Leibniz Association, Telegrafenberg A 31, Potsdam, Germany – sequence: 34 givenname: Ilié orcidid: 0000-0002-2662-7384 surname: Storms fullname: Storms, Ilié organization: KU Leuven, Department of Earth and Environmental Sciences, Celestijnenlaan 200E, 3001 Leuven, Belgium – sequence: 35 givenname: Dominik surname: Thom fullname: Thom, Dominik organization: TUM School of Life Sciences, Ecosystem Dynamics and Forest Management, Technical University of Munich, Hans-Carl-von-Carlowitz-Platz 2, 85354 Freising, Germany – sequence: 36 givenname: Maude surname: Toïgo fullname: Toïgo, Maude organization: CEFE, Univ Montpellier, CNRS, EPHE, IRD, Montpellier, France – sequence: 37 givenname: Rupert surname: Seidl fullname: Seidl, Rupert organization: TUM School of Life Sciences, Ecosystem Dynamics and Forest Management, Technical University of Munich, Hans-Carl-von-Carlowitz-Platz 2, 85354 Freising, Germany |
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Keywords | Forest composition Forest structure Forest functioning Forest development Europe's forests Vegetation dynamics Process-based models |
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SubjectTerms | Agricultural Science, Forestry and Fisheries Agricultural Sciences Data Environmental Sciences Europe's forests Forest composition Forest development Forest functioning Forest Science Forest structure Global Changes Lantbruksvetenskap och veterinärmedicin Lantbruksvetenskap, skogsbruk och fiske Life Sciences Process-based models Silviculture, forestry Skogsvetenskap Vegetation dynamics |
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