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Creating virtual forests around the globe and analysing their state space

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  • Henniger, Hans
  • Huth, Andreas
  • Frank, Karin
  • Bohn, Friedrich J.

Abstract

Forests, as one of the most important carbon sinks on earth, are more and more under stress by environmental changes. The dynamics of forests and consequently their functions in general, begin to change. We therefore present a recent model development, called "Forest Factory 2.0″, which generates various virtual forest stands for different biomes on earth. This approach allows to generate forests using the architecture and processes of forest models (here we use the individual-based gap model FORMIND). Using Forest Factory 2.0, we generated 700,000 forest stands in seven different ecoregions. In contrast to the tradition of investigating the development of individual forest stands over time, we used the Forest Factory 2.0 as a tool to gain knowledge about forests by analyzing the state space of forests. We conducted a structural sensitivity analysis to compare the relationships between structural properties and biomass, productivity, as well as species evenness of forests. In this study we analyze the state space of forests in different biomes and demonstrate the potential of this approach for theoretical ecology.

Suggested Citation

  • Henniger, Hans & Huth, Andreas & Frank, Karin & Bohn, Friedrich J., 2023. "Creating virtual forests around the globe and analysing their state space," Ecological Modelling, Elsevier, vol. 483(C).
  • Handle: RePEc:eee:ecomod:v:483:y:2023:i:c:s0304380023001357
    DOI: 10.1016/j.ecolmodel.2023.110404
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    References listed on IDEAS

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    1. Norman Myers & Russell A. Mittermeier & Cristina G. Mittermeier & Gustavo A. B. da Fonseca & Jennifer Kent, 2000. "Biodiversity hotspots for conservation priorities," Nature, Nature, vol. 403(6772), pages 853-858, February.
    2. Edna Rödig & Nikolai Knapp & Rico Fischer & Friedrich J. Bohn & Ralph Dubayah & Hao Tang & Andreas Huth, 2019. "From small-scale forest structure to Amazon-wide carbon estimates," Nature Communications, Nature, vol. 10(1), pages 1-7, December.
    3. Luke Gibson & Tien Ming Lee & Lian Pin Koh & Barry W. Brook & Toby A. Gardner & Jos Barlow & Carlos A. Peres & Corey J. A. Bradshaw & William F. Laurance & Thomas E. Lovejoy & Navjot S. Sodhi, 2011. "Primary forests are irreplaceable for sustaining tropical biodiversity," Nature, Nature, vol. 478(7369), pages 378-381, October.
    4. Bohn, Friedrich J. & Frank, Karin & Huth, Andreas, 2014. "Of climate and its resulting tree growth: Simulating the productivity of temperate forests," Ecological Modelling, Elsevier, vol. 278(C), pages 9-17.
    5. Köhler, Peter & Huth, Andreas, 2007. "Impacts of recruitment limitation and canopy disturbance on tropical tree species richness," Ecological Modelling, Elsevier, vol. 203(3), pages 511-517.
    6. Langhammer, Maria & Thober, Jule & Lange, Martin & Frank, Karin & Grimm, Volker, 2019. "Agricultural landscape generators for simulation models: A review of existing solutions and an outline of future directions," Ecological Modelling, Elsevier, vol. 393(C), pages 135-151.
    7. Taubert, Franziska & Frank, Karin & Huth, Andreas, 2012. "A review of grassland models in the biofuel context," Ecological Modelling, Elsevier, vol. 245(C), pages 84-93.
    8. Franziska Taubert & Rico Fischer & Jürgen Groeneveld & Sebastian Lehmann & Michael S. Müller & Edna Rödig & Thorsten Wiegand & Andreas Huth, 2018. "Global patterns of tropical forest fragmentation," Nature, Nature, vol. 554(7693), pages 519-522, February.
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