IDEAS home Printed from https://ideas.repec.org/a/eee/ecomod/v388y2018icp45-60.html
   My bibliography  Save this article

Interaction of disturbance agents on Norway spruce: A mechanistic model of bark beetle dynamics integrated in simulation framework WINDROT

Author

Listed:
  • Honkaniemi, Juha
  • Ojansuu, Risto
  • Kasanen, Risto
  • Heliövaara, Kari

Abstract

Interaction of disturbance agents may cause cascading effects in forests. The three most important disturbance agents of Norway spruce (Picea abies) in northern Europe are Heterobasidion root rot, wind and the European spruce bark beetle (Ips typographus). In this study, we present a mechanistic individual agent based model to simulate the dynamics of the bark beetle and integrate it in the simulation framework WINDROT to further study the interactive dynamics of root rot, wind and bark beetles. We carried out model performance analysis concluding that the model is sensitive to the parameters of optimal bark thickness for reproduction. Stand level interaction between wind and bark beetle disturbances was also evaluated against field data. The stand level simulations show the interaction between the disturbance agents; the root rot increases wind disturbance and bark beetles benefit from wind fallen trees. No direct interaction was found in the simulation study between the root rot and bark beetles. Further experimental research and large scale simulation studies are needed to better understand the underlying mechanisms in the interaction between the disturbance agents.

Suggested Citation

  • Honkaniemi, Juha & Ojansuu, Risto & Kasanen, Risto & Heliövaara, Kari, 2018. "Interaction of disturbance agents on Norway spruce: A mechanistic model of bark beetle dynamics integrated in simulation framework WINDROT," Ecological Modelling, Elsevier, vol. 388(C), pages 45-60.
  • Handle: RePEc:eee:ecomod:v:388:y:2018:i:c:p:45-60
    DOI: 10.1016/j.ecolmodel.2018.09.014
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304380018303107
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ecolmodel.2018.09.014?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. Rupert Seidl & Mart-Jan Schelhaas & Werner Rammer & Pieter Johannes Verkerk, 2014. "Increasing forest disturbances in Europe and their impact on carbon storage," Nature Climate Change, Nature, vol. 4(9), pages 806-810, September.
    3. Fahse, Lorenz & Heurich, Marco, 2011. "Simulation and analysis of outbreaks of bark beetle infestations and their management at the stand level," Ecological Modelling, Elsevier, vol. 222(11), pages 1833-1846.
    4. Kautz, Markus & Schopf, Reinhard & Imron, Muhammad Ali, 2014. "Individual traits as drivers of spatial dispersal and infestation patterns in a host–bark beetle system," Ecological Modelling, Elsevier, vol. 273(C), pages 264-276.
    5. Marceau Louis & Jean-Claude Grégoire & Pierre-François Pelisson, 2014. "Exploiting fugitive resources: How long-lived is "fugitive"? Fallen trees are a long-lasting reward for Ips typographus (Coleoptera, Curculionidae, Scolytinae)," ULB Institutional Repository 2013/187662, ULB -- Universite Libre de Bruxelles.
    6. 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.
    7. Seidl, Rupert & Baier, Peter & Rammer, Werner & Schopf, Axel & Lexer, Manfred J., 2007. "Modelling tree mortality by bark beetle infestation in Norway spruce forests," Ecological Modelling, Elsevier, vol. 206(3), pages 383-399.
    8. Louis, Marceau & Toffin, Etienne & Gregoire, Jean-Claude & Deneubourg, Jean-Louis, 2016. "Modelling collective foraging in endemic bark beetle populations," Ecological Modelling, Elsevier, vol. 337(C), pages 188-199.
    9. Marceau Louis & Loïc Dohet & Jean-Claude Grégoire, 2016. "Fallen trees' last stand against bark beetles," ULB Institutional Repository 2013/220668, ULB -- Universite Libre de Bruxelles.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Uchmański, Janusz, 2019. "Cyclic outbreaks of forest insects: A two-dimensional individual-based model," Theoretical Population Biology, Elsevier, vol. 128(C), pages 1-18.
    2. Félix Bastit & Marielle Brunette & Claire Montagne-Huck, 2021. "Earth, wind and fire: A multi-hazard risk review for natural disturbances in forests," Working Papers of BETA 2021-25, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    3. Honkaniemi, Juha & Ahtikoski, Anssi & Piri, Tuula, 2019. "Financial incentives to perform stump treatment against Heterobasidion root rot in Norway spruce dominated forests, the case of Finland," Forest Policy and Economics, Elsevier, vol. 105(C), pages 1-9.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Louis, Marceau & Toffin, Etienne & Gregoire, Jean-Claude & Deneubourg, Jean-Louis, 2016. "Modelling collective foraging in endemic bark beetle populations," Ecological Modelling, Elsevier, vol. 337(C), pages 188-199.
    2. Uchmański, Janusz, 2019. "Cyclic outbreaks of forest insects: A two-dimensional individual-based model," Theoretical Population Biology, Elsevier, vol. 128(C), pages 1-18.
    3. Lorscheid, Iris & Meyer, Matthias, 2016. "Divide and conquer: Configuring submodels for valid and efficient analyses of complex simulation models," Ecological Modelling, Elsevier, vol. 326(C), pages 152-161.
    4. Ahmed Laatabi & Nicolas Marilleau & Tri Nguyen-Huu & Hassan Hbid & Mohamed Ait Babram, 2018. "ODD+2D: An ODD Based Protocol for Mapping Data to Empirical ABMs," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 21(2), pages 1-9.
    5. Watson, Joseph W & Boyd, Robin & Dutta, Ritabrata & Vasdekis, Georgios & Walker, Nicola D. & Roy, Shovonlal & Everitt, Richard & Hyder, Kieran & Sibly, Richard M, 2022. "Incorporating environmental variability in a spatially-explicit individual-based model of European sea bass✰," Ecological Modelling, Elsevier, vol. 466(C).
    6. Boult, Victoria L. & Quaife, Tristan & Fishlock, Vicki & Moss, Cynthia J. & Lee, Phyllis C. & Sibly, Richard M., 2018. "Individual-based modelling of elephant population dynamics using remote sensing to estimate food availability," Ecological Modelling, Elsevier, vol. 387(C), pages 187-195.
    7. Ayllón, Daniel & Railsback, Steven F. & Vincenzi, Simone & Groeneveld, Jürgen & Almodóvar, Ana & Grimm, Volker, 2016. "InSTREAM-Gen: Modelling eco-evolutionary dynamics of trout populations under anthropogenic environmental change," Ecological Modelling, Elsevier, vol. 326(C), pages 36-53.
    8. 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).
    9. Boyd, Robin & Roy, Shovonlal & Sibly, Richard & Thorpe, Robert & Hyder, Kieran, 2018. "A general approach to incorporating spatial and temporal variation in individual-based models of fish populations with application to Atlantic mackerel," Ecological Modelling, Elsevier, vol. 382(C), pages 9-17.
    10. Crouse, Kristin N. & Desai, Nisarg P. & Cassidy, Kira A. & Stahler, Erin E. & Lehman, Clarence L. & Wilson, Michael L., 2022. "Larger territories reduce mortality risk for chimpanzees, wolves, and agents: Multiple lines of evidence in a model validation framework," Ecological Modelling, Elsevier, vol. 471(C).
    11. Troost, Christian & Huber, Robert & Bell, Andrew R. & van Delden, Hedwig & Filatova, Tatiana & Le, Quang Bao & Lippe, Melvin & Niamir, Leila & Polhill, J. Gareth & Sun, Zhanli & Berger, Thomas, 2023. "How to keep it adequate: A protocol for ensuring validity in agent-based simulation," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 159, pages 1-21.
    12. Kevin E Jablonski & Randall B Boone & Paul J Meiman, 2018. "An agent-based model of cattle grazing toxic Geyer's larkspur," PLOS ONE, Public Library of Science, vol. 13(3), pages 1-22, March.
    13. Wildemeersch, Matthias & Franklin, Oskar & Seidl, Rupert & Rogelj, Joeri & Moorthy, Inian & Thurner, Stefan, 2019. "Modelling the multi-scaled nature of pest outbreaks," Ecological Modelling, Elsevier, vol. 409(C), pages 1-1.
    14. Malishev, Matthew & Kramer-Schadt, Stephanie, 2021. "Movement, models, and metabolism: Individual-based energy budget models as next-generation extensions for predicting animal movement outcomes across scales," Ecological Modelling, Elsevier, vol. 441(C).
    15. McLane, Adam J. & Semeniuk, Christina & McDermid, Gregory J. & Tomback, Diana F. & Lorenz, Teresa & Marceau, Danielle, 2017. "Energetic behavioural-strategy prioritization of Clark’s nutcrackers in whitebark pine communities: An agent-based modeling approach," Ecological Modelling, Elsevier, vol. 354(C), pages 123-139.
    16. Malanson, George P. & DeRose, R. Justin & Bekker, Matthew F., 2019. "Individual variation and ecotypic niches in simulations of the impact of climatic volatility," Ecological Modelling, Elsevier, vol. 411(C).
    17. An, Li & Grimm, Volker & Sullivan, Abigail & Turner II, B.L. & Malleson, Nicolas & Heppenstall, Alison & Vincenot, Christian & Robinson, Derek & Ye, Xinyue & Liu, Jianguo & Lindkvist, Emilie & Tang, W, 2021. "Challenges, tasks, and opportunities in modeling agent-based complex systems," Ecological Modelling, Elsevier, vol. 457(C).
    18. Wallentin, Gudrun, 2017. "Spatial simulation: A spatial perspective on individual-based ecology—a review," Ecological Modelling, Elsevier, vol. 350(C), pages 30-41.
    19. King, Elizabeth G. & Franz, Trenton E., 2016. "Combining ecohydrologic and transition probability-based modeling to simulate vegetation dynamics in a semi-arid rangeland," Ecological Modelling, Elsevier, vol. 329(C), pages 41-63.
    20. Courbaud, B. & Lafond, V. & Lagarrigues, G. & Vieilledent, G. & Cordonnier, T. & Jabot, F. & de Coligny, F., 2015. "Applying ecological model evaludation: Lessons learned with the forest dynamics model Samsara2," Ecological Modelling, Elsevier, vol. 314(C), pages 1-14.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ecomod:v:388:y:2018:i:c:p:45-60. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/ecological-modelling .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.