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An iterative site-scale approach to calibrate and corroborate successional processes within a forest landscape model

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Listed:
  • Fitts, Lucia A.
  • Fraser, Jacob S.
  • Miranda, Brian R.
  • Domke, Grant M.
  • Russell, Matthew B.
  • Sturtevant, Brian R.

Abstract

Forest landscape simulation models (FLM) have been extensively used for projecting ecosystem dynamics and carbon fluxes. However, more guidance and methods for formal calibration and corroboration of FLMs are needed to ensure higher fidelity results from these models. We developed a novel systematic methodology for calibrating and corroborating a FLM at the grid-cell scale using empirical estimates from the national forest inventory in the United States (US) which uses an equal probability sample design.

Suggested Citation

  • Fitts, Lucia A. & Fraser, Jacob S. & Miranda, Brian R. & Domke, Grant M. & Russell, Matthew B. & Sturtevant, Brian R., 2023. "An iterative site-scale approach to calibrate and corroborate successional processes within a forest landscape model," Ecological Modelling, Elsevier, vol. 477(C).
    • Handle: RePEc:eee:ecomod:v:477:y:2023:i:c:s0304380023000029
    DOI: 10.1016/j.ecolmodel.2023.110274
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    1. Seidl, Rupert & Fernandes, Paulo M. & Fonseca, Teresa F. & Gillet, François & Jönsson, Anna Maria & Merganičová, Katarína & Netherer, Sigrid & Arpaci, Alexander & Bontemps, Jean-Daniel & Bugmann, Hara, 2011. "Modelling natural disturbances in forest ecosystems: a review," Ecological Modelling, Elsevier, vol. 222(4), pages 903-924.
    2. Augusiak, Jacqueline & Van den Brink, Paul J. & Grimm, Volker, 2014. "Merging validation and evaluation of ecological models to ‘evaludation’: A review of terminology and a practical approach," Ecological Modelling, Elsevier, vol. 280(C), pages 117-128.
    3. Scheller, Robert M. & Domingo, James B. & Sturtevant, Brian R. & Williams, Jeremy S. & Rudy, Arnold & Gustafson, Eric J. & Mladenoff, David J., 2007. "Design, development, and application of LANDIS-II, a spatial landscape simulation model with flexible temporal and spatial resolution," Ecological Modelling, Elsevier, vol. 201(3), pages 409-419.
    4. Rupert Seidl & Dominik Thom & Markus Kautz & Dario Martin-Benito & Mikko Peltoniemi & Giorgio Vacchiano & Jan Wild & Davide Ascoli & Michal Petr & Juha Honkaniemi & Manfred J. Lexer & Volodymyr Trotsi, 2017. "Forest disturbances under climate change," Nature Climate Change, Nature, vol. 7(6), pages 395-402, June.
    5. Grimm, Volker & Berger, Uta & DeAngelis, Donald L. & Polhill, J. Gary & Giske, Jarl & Railsback, Steven F., 2010. "The ODD protocol: A review and first update," Ecological Modelling, Elsevier, vol. 221(23), pages 2760-2768.
    6. Seidl, Rupert & Rammer, Werner & Scheller, Robert M. & Spies, Thomas A., 2012. "An individual-based process model to simulate landscape-scale forest ecosystem dynamics," Ecological Modelling, Elsevier, vol. 231(C), pages 87-100.
    7. Grimm, Volker & Augusiak, Jacqueline & Focks, Andreas & Frank, Béatrice M. & Gabsi, Faten & Johnston, Alice S.A. & Liu, Chun & Martin, Benjamin T. & Meli, Mattia & Radchuk, Viktoriia & Thorbek, Pernil, 2014. "Towards better modelling and decision support: Documenting model development, testing, and analysis using TRACE," Ecological Modelling, Elsevier, vol. 280(C), pages 129-139.
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