IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/75037.html
   My bibliography  Save this paper

Climate change impacts: Understanding the synergetic interactions using graph computing

Author

Listed:
  • Halkos, George
  • Tsilika, Kyriaki

Abstract

In this study we provide a computerized graph structure for synthesizing and displaying the data on a region’s ecosystem-economic system. By applying Mathematica-based graph modelling we create a causal network of the synergistic impact mechanism among certain climate related factors. Our computational approach identifies a climate factor that affects most immediately or most strongly the others. Important factors are indicated through the use of graph theoretical tools. Our graph-based approach and its computational aspects allow for factor ranking(s) according to their importance to the network both numerically and visually, for certain settlement types. Our contribution provides quantitative estimates of impacts and adaptation potentials of five potential effects of climate change (migration, flooding- landslides- fire, air and water pollution, human health and energy-water-other resources) which play a substantial role at the synergistic impact mechanism. Results allow having a picture of the structure of synergistic impact mechanism in a glimpse. Specifically, visual output is created to detect i) the causal relationships of the synergetic mechanism under study ii) the most influential factor(s) in the synergistic mechanism and iii) classify the factor’s roles (based on the degree of their impact) within the coping mechanism.

Suggested Citation

  • Halkos, George & Tsilika, Kyriaki, 2016. "Climate change impacts: Understanding the synergetic interactions using graph computing," MPRA Paper 75037, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:75037
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/75037/1/MPRA_paper_75037.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Amman, Hans M & Kendrick, David A, 1999. "Should Macroeconomic Policy Makers Consider Parameter Covariances?," Computational Economics, Springer;Society for Computational Economics, vol. 14(3), pages 263-267, December.
    2. Halkos, George & Tsilika, Kyriaki, 2014. "Analyzing and visualizing the synergistic impact mechanisms of climate change related costs," MPRA Paper 55459, University Library of Munich, Germany.
    3. Konstantinos I. Evangelinos & George E. Halkos, 2002. "Implementation Of Environmental Management Systems Standards: Important Factors In Corporate Decision Making," Journal of Environmental Assessment Policy and Management (JEAPM), World Scientific Publishing Co. Pte. Ltd., vol. 4(03), pages 311-328.
    4. Collins, Julie, 2007. "Climate Change and Emissions Trading (Power Point)," 2007 Seminar, August 24, 2007, Wellington, New Zealand 97617, New Zealand Agricultural and Resource Economics Society.
    5. Amman, Hans M. & Kendrick, David A., 2003. "Mitigation of the Lucas critique with stochastic control methods," Journal of Economic Dynamics and Control, Elsevier, vol. 27(11-12), pages 2035-2057, September.
    6. Amman, Hans M. & Duraiappah, Anantha Kumar, 2004. "Land tenure and conflict resolution: a game theoretic approach in the Narok district in Kenya," Environment and Development Economics, Cambridge University Press, vol. 9(3), pages 383-407, July.
    7. Federica Cerina & Zhen Zhu & Alessandro Chessa & Massimo Riccaboni, 2015. "World Input-Output Network," PLOS ONE, Public Library of Science, vol. 10(7), pages 1-21, July.
    8. Halkos, George & Matsiori, Steriani, 2012. "Determinants of willingness to pay for coastal zone quality improvement," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 41(4), pages 391-399.
    9. I�aki Aldasoro & Ignazio Angeloni, 2015. "Input-output-based measures of systemic importance," Quantitative Finance, Taylor & Francis Journals, vol. 15(4), pages 589-606, April.
    10. F. Alkemade & H. M. Amman & J. A. La Poutre, 2002. "The Role of Information in an Electronic Trade Network," Computing in Economics and Finance 2002 376, Society for Computational Economics.
    11. George E. Halkos, 2013. "Exploring the economy -- environment relationship in the case of sulphur emissions," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 56(2), pages 159-177, March.
    12. Halkos, George, 2014. "The Economics of Climate Change Policy: Critical review and future policy directions," MPRA Paper 56841, University Library of Munich, Germany.
    13. George E. Halkos & Konstantinos I. Evangelinos, 2002. "Determinants of environmental management systems standards implementation: evidence from Greek industry," Business Strategy and the Environment, Wiley Blackwell, vol. 11(6), pages 360-375, November.
    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. Halkos, George & Bampatsou, Christina, 2016. "Driving forces of different productivity models," MPRA Paper 75398, University Library of Munich, Germany.
    2. Halkos, George & Bampatsou, Christina, 2017. "Technical efficiency, productivity change and environmental degradation," MPRA Paper 77176, University Library of Munich, Germany.
    3. Noor-E-Sabiha & Sanzidur Rahman, 2018. "Environment-Smart Agriculture and Mapping of Interactions among Environmental Factors at the Farm Level: A Directed Graph Approach," Sustainability, MDPI, vol. 10(5), pages 1-17, May.
    4. Halkos, George & Bampatsou, Christina, 2016. "Investigating the effect of efficiency and technical changes on productivity," MPRA Paper 76287, University Library of Munich, Germany.

    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. Halkos, George E. & Tsilika, Kyriaki D., 2017. "Climate change effects and their interactions: An analysis aiming at policy implications," Economic Analysis and Policy, Elsevier, vol. 53(C), pages 140-146.
    2. Halkos, George & Petrou, Kleoniki Natalia, 2017. "Regional environmental efficiency in waste generation," MPRA Paper 81237, University Library of Munich, Germany.
    3. Christin Seifert & Edeltraud Guenther, 2020. "Who cares?—Stakeholder relevance for voluntary environmental management in hospitals," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(4), pages 1786-1799, July.
    4. repec:use:tkiwps:2020 is not listed on IDEAS
    5. Halkos, George & Tsilika, Kyriaki, 2021. "Computational aspects of sustainability: Conceptual review and analytical framework," MPRA Paper 109632, University Library of Munich, Germany.
    6. Halkos, George & Zisiadou, Argyro, 2016. "Environmental performance index and economic welfare," MPRA Paper 75561, University Library of Munich, Germany.
    7. Halkos, George & Bampatsou, Christina, 2016. "Driving forces of different productivity models," MPRA Paper 75398, University Library of Munich, Germany.
    8. Halkos, George & Bampatsou, Christina, 2016. "Investigating the effect of efficiency and technical changes on productivity," MPRA Paper 76287, University Library of Munich, Germany.
    9. George E. Halkos & Kyriaki D. Tsilika, 2018. "A New Vision of Classical Multi-regional Input–Output Models," Computational Economics, Springer;Society for Computational Economics, vol. 51(3), pages 571-594, March.
    10. Halkos, George & Papageorgiou, George, 2016. "Optimal abatement and taxation for internalizing externalities: A dynamic game with feedback strategies," MPRA Paper 74467, University Library of Munich, Germany.
    11. Facundo Albornoz & Matthew A. Cole & Robert J. R. Elliott & Marco G. Ercolani, 2009. "In Search of Environmental Spillovers," The World Economy, Wiley Blackwell, vol. 32(1), pages 136-163, January.
    12. George E. Halkos & Kyriaki D. Tsilika, 2021. "Towards Better Computational Tools for Effective Environmental Policy Planning," Computational Economics, Springer;Society for Computational Economics, vol. 58(3), pages 555-572, October.
    13. George E. Halkos & Christina Bampatsou, 2019. "Economic growth and environmental degradation: a conditional nonparametric frontier analysis," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 21(2), pages 325-347, April.
    14. Halkos, George & Paizanos, Epameinondas, 2015. "Environmental Macroeconomics: A critical literature review and future empirical research directions," MPRA Paper 67432, University Library of Munich, Germany.
    15. Halkos, George & Skouloudis, Antonis, 2016. "Cultural dimensions and corporate social responsibility: A cross-country analysis," MPRA Paper 69222, University Library of Munich, Germany.
    16. Halkos, George & Polemis, Michael, 2016. "The good, the bad and the ugly? Balancing environmental and economic impacts towards efficiency," MPRA Paper 72132, University Library of Munich, Germany.
    17. D.A. Kendrick & H.M. Amman & M.P. Tucci, 2008. "Learning About Learning in Dynamic Economic Models," Working Papers 08-20, Utrecht School of Economics.
    18. Halkos, George & Nomikos, Stylianos, 2021. "Business concerns regarding environmental responsibility," MPRA Paper 105330, University Library of Munich, Germany.
    19. Halkos, George, 2020. "Examining the level of competition in the energy sector," MPRA Paper 98343, University Library of Munich, Germany.
    20. Aldasoro, Iñaki & Delli Gatti, Domenico & Faia, Ester, 2017. "Bank networks: Contagion, systemic risk and prudential policy," Journal of Economic Behavior & Organization, Elsevier, vol. 142(C), pages 164-188.
    21. George Halkos & Iacovos Psarianos, 2016. "Exploring the effect of including the environment in the neoclassical growth model," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 18(3), pages 339-358, July.

    More about this item

    Keywords

    Graph theory; vertex centrality; Mathematica; climate related factors; environmental economics computation.;
    All these keywords.

    JEL classification:

    • C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
    • C88 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Other Computer Software
    • P28 - Political Economy and Comparative Economic Systems - - Socialist and Transition Economies - - - Natural Resources; Environment
    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:pra:mprapa:75037. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    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.