IDEAS home Printed from https://ideas.repec.org/a/eee/ecomod/v212y2008i3p359-371.html
   My bibliography  Save this article

An object-oriented cellular automata model for forest planning problems

Author

Listed:
  • Mathey, Anne-Hélène
  • Krcmar, Emina
  • Dragicevic, Suzana
  • Vertinsky, Ilan

Abstract

Various difficulties are encountered when integrating spatial and temporal goals of forest planning with dynamics of natural processes. Some of these difficulties stem from the difference between the data and models involved in the various processes to be integrated. The focus of this study is the development of a decentralized spatial decision support tool for forest management planning based on cellular automata (CA) modeling. An innovation of this model is that beyond spatially allocating/simulating management activities, the CA rules and state space are modified to allow cells to co-evolve until a plan for all periods of the planning horizon has been achieved. The object-oriented implementation of the CA model in a geographic information system (GIS) is presented as a decentralized bottom-up forest planning approach. Moreover, a sensitivity analysis of the model outcomes to spatial resolution and objective weights is performed. This planning tool effectively addresses local spatial constraints (limitation on the type of management depending on location), global spatial objectives (spatial clustering of old growth conservation areas), global aspatial objectives (timber harvest) and global constraints (stable flow and minimum old growth conservation). The capability of this approach to consider spatial relationships in the strategic planning process is illustrated by a spatially consistent allocation of clustered old growth areas. The object orientation of the implementation permits a fast computation of both local and global limitations on local decision making. This framework allows speedy modification of either local or global requirements and is highly portable to other complex planning problems.

Suggested Citation

  • Mathey, Anne-Hélène & Krcmar, Emina & Dragicevic, Suzana & Vertinsky, Ilan, 2008. "An object-oriented cellular automata model for forest planning problems," Ecological Modelling, Elsevier, vol. 212(3), pages 359-371.
    • Handle: RePEc:eee:ecomod:v:212:y:2008:i:3:p:359-371
    DOI: 10.1016/j.ecolmodel.2007.11.003
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304380007006060
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.ecolmodel.2007.11.003?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. H Couclelis, 1997. "From Cellular Automata to Urban Models: New Principles for Model Development and Implementation," Environment and Planning B, , vol. 24(2), pages 165-174, April.
    2. Colasanti, R.L. & Hunt, R. & Watrud, L., 2007. "A simple cellular automaton model for high-level vegetation dynamics," Ecological Modelling, Elsevier, vol. 203(3), pages 363-374.
    3. M Batty & H Couclelis & M Eichen, 1997. "Urban Systems as Cellular Automata," Environment and Planning B, , vol. 24(2), pages 159-164, April.
    4. Paul M Torrens & David O'Sullivan, 2001. "Cellular Automata and Urban Simulation: Where Do We Go from Here?," Environment and Planning B, , vol. 28(2), pages 163-168, April.
    5. Martell, David L. & Gunn, Eldon A. & Weintraub, Andres, 1998. "Forest management challenges for operational researchers," European Journal of Operational Research, Elsevier, vol. 104(1), pages 1-17, January.
    6. Andrés Weintraub & B. Bruce Bare, 1996. "New Issues in Forest Land Management from an Operations Research Perspective," Interfaces, INFORMS, vol. 26(5), pages 9-25, October.
    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. Wickramasuriya, Rohan Chandralal & Bregt, Arnold K. & van Delden, Hedwig & Hagen-Zanker, Alex, 2009. "The dynamics of shifting cultivation captured in an extended Constrained Cellular Automata land use model," Ecological Modelling, Elsevier, vol. 220(18), pages 2302-2309.
    2. Augustynczik, Andrey Lessa Derci & Arce, Julio Eduardo & Yousefpour, Rasoul & da Silva, Arinei Carlos Lindbeck, 2016. "Promoting harvesting stands connectivity and its economic implications in Brazilian forest plantations applying integer linear programming and simulated annealing," Forest Policy and Economics, Elsevier, vol. 73(C), pages 120-129.
    3. Fotakis, Dimitris G. & Sidiropoulos, Epameinondas & Myronidis, Dimitriοs & Ioannou, Kostas, 2012. "Spatial genetic algorithm for multi-objective forest planning," Forest Policy and Economics, Elsevier, vol. 21(C), pages 12-19.
    4. Qian Wang & Chun-Jing Wang & Ji-Zhong Wan, 2022. "A Model-Based Assessment for the Ability of National Nature Reserves to Conserve the Picea Species in China under Predicted Climate Conditions," Sustainability, MDPI, vol. 14(12), pages 1-13, June.
    5. Correa, Renata Naoko & Scarpin, Cassius Tadeu & Ferrari, Linamara Smaniotto & Arce, Julio Eduardo, 2020. "Application of relax-and-fix heuristic in the aggregation of stands for tactical forest scheduling," Forest Policy and Economics, Elsevier, vol. 119(C).
    6. Gong, Jian-zhou & Liu, Yan-sui & Xia, Bei-cheng & Zhao, Guan-wei, 2009. "Urban ecological security assessment and forecasting, based on a cellular automata model: A case study of Guangzhou, China," Ecological Modelling, Elsevier, vol. 220(24), pages 3612-3620.
    7. Hualin Xie & Chih-Chun Kung & Yanting Zhang & Xiubin Li, 2012. "Simulation of Regionally Ecological Land Based on a Cellular Automation Model: A Case Study of Beijing, China," IJERPH, MDPI, vol. 9(8), pages 1-16, August.
    8. Perez, Liliana & Dragicevic, Suzana, 2012. "Landscape-level simulation of forest insect disturbance: Coupling swarm intelligent agents with GIS-based cellular automata model," Ecological Modelling, Elsevier, vol. 231(C), pages 53-64.
    9. Craig, Peter D., 2010. "Imposed and inherent scales in cellular automata models of habitat," Ecological Modelling, Elsevier, vol. 221(20), pages 2425-2434.

    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. Jing Yang & Feng Shi & Yizhong Sun & Jie Zhu, 2019. "A Cellular Automata Model Constrained by Spatiotemporal Heterogeneity of the Urban Development Strategy for Simulating Land-use Change: A Case Study in Nanjing City, China," Sustainability, MDPI, vol. 11(15), pages 1-19, July.
    2. Dimopoulou, Maria & Giannikos, Ioannis, 2004. "Towards an integrated framework for forest fire control," European Journal of Operational Research, Elsevier, vol. 152(2), pages 476-486, January.
    3. Andersson, Daniel & Eriksson, Ljusk Ola, 2007. "Effects of temporal aggregation in integrated strategic/tactical and strategic forest planning," Forest Policy and Economics, Elsevier, vol. 9(8), pages 965-981, May.
    4. Pamela Alvarez & Jorge Vera, 2014. "Application of Robust Optimization to the Sawmill Planning Problem," Annals of Operations Research, Springer, vol. 219(1), pages 457-475, August.
    5. Andrés Weintraub & Carlos Romero, 2006. "Operations Research Models and the Management of Agricultural and Forestry Resources: A Review and Comparison," Interfaces, INFORMS, vol. 36(5), pages 446-457, October.
    6. Kai L. Ross & Sándor F. Tóth & Weikko S. Jaross, 2018. "Forest Harvest Scheduling with Endogenous Road Costs," Interfaces, INFORMS, vol. 48(3), pages 260-270, June.
    7. Mustapha Ouhimmou & Sophie D'Amours & Robert Beauregard & Daoud Ait-Kadi & Satyaveer Singh Chauhan, 2009. "Optimization Helps Shermag Gain Competitive Edge," Interfaces, INFORMS, vol. 39(4), pages 329-345, August.
    8. Eda Ustaoglu & Brendan Williams & Laura O. Petrov & Harutyun Shahumyan & Hedwig Van Delden, 2017. "Developing and Assessing Alternative Land-Use Scenarios from the MOLAND Model: A Scenario-Based Impact Analysis Approach for the Evaluation of Rapid Rail Provisions and Urban Development in the Greate," Sustainability, MDPI, vol. 10(1), pages 1-34, December.
    9. Claudia Cosentino & Federico Amato & Beniamino Murgante, 2018. "Population-Based Simulation of Urban Growth: The Italian Case Study," Sustainability, MDPI, vol. 10(12), pages 1-21, December.
    10. Satyaveer Chauhan & J.-M. Frayret & Luc LeBel, 2011. "Supply network planning in the forest supply chain with bucking decisions anticipation," Annals of Operations Research, Springer, vol. 190(1), pages 93-115, October.
    11. Rafael Epstein & Ramiro Morales & Jorge Serón & Andres Weintraub, 1999. "Use of OR Systems in the Chilean Forest Industries," Interfaces, INFORMS, vol. 29(1), pages 7-29, February.
    12. Troncoso, Juan J. & Garrido, Rodrigo A., 2005. "Forestry production and logistics planning: an analysis using mixed-integer programming," Forest Policy and Economics, Elsevier, vol. 7(4), pages 625-633, May.
    13. Amira Dems & Louis-Martin Rousseau & Jean-Marc Frayret, 2015. "Effects of different cut-to-length harvesting structures on the economic value of a wood procurement planning problem," Annals of Operations Research, Springer, vol. 232(1), pages 65-86, September.
    14. Bosch, Martí & Chenal, Jérôme & Joost, Stéphane, 2019. "Addressing urban sprawl from the complexity sciences," MPRA Paper 93489, University Library of Munich, Germany.
    15. Rongxu Qiu & Wei Xu & John Zhang & Karl Staenz, 2018. "Modeling and simulating industrial land-use evolution in Shanghai, China," Journal of Geographical Systems, Springer, vol. 20(1), pages 57-83, January.
    16. Minas, James P. & Hearne, John W. & Martell, David L., 2014. "A spatial optimisation model for multi-period landscape level fuel management to mitigate wildfire impacts," European Journal of Operational Research, Elsevier, vol. 232(2), pages 412-422.
    17. Hoogstra-Klein, M.A. & Brukas, V. & Wallin, I., 2017. "Multiple-use forestry as a boundary object: From a shared ideal to multiple realities," Land Use Policy, Elsevier, vol. 69(C), pages 247-258.
    18. Nieuwenhuis, Maarten & Tiernan, Dermot, 2005. "The impact of the introduction of sustainable forest management objectives on the optimisation of PC-based forest-level harvest schedules," Forest Policy and Economics, Elsevier, vol. 7(4), pages 689-701, May.
    19. Muhammad Hadi Saputra & Han Soo Lee, 2019. "Prediction of Land Use and Land Cover Changes for North Sumatra, Indonesia, Using an Artificial-Neural-Network-Based Cellular Automaton," Sustainability, MDPI, vol. 11(11), pages 1-16, May.
    20. Michael Iacono & David Levinson & Ahmed El-Geneidy, 2007. "Models of Transportation and Land Use Change: A Guide to the Territory," Working Papers 200805, University of Minnesota: Nexus Research Group.

    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:212:y:2008:i:3:p:359-371. 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.