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Optimal resource management control for CO2 emission and reduction of the greenhouse effect

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  • Caetano, Marco Antonio Leonel
  • Gherardi, Douglas Francisco Marcolino
  • Yoneyama, Takashi

Abstract

In recent years, the world has witnessed an ever-growing concern towards global warming caused by greenhouse gases, such as carbon dioxide (CO2). In order to reduce the emissions of CO2 without limiting economic growth, substantial investments should target the development of clean technology and the expansion of forested areas. Considering the limited availability of resources, investments must be used in the most effective way. The present work proposes a method to efficiently manage these resources by applying the optimal control theory to a new mathematical model that describes the dynamics of the atmospheric CO2. The contributions of this work are twofold: (1) present a model that describes the dynamic relation of CO2 emission with investment in reforestation and clean technology and (2) present a method to efficiently manage the available resources by casting an optimal control problem. The mathematical model uses ordinary differential equations to relate the production of CO2 with forest area and Gross Domestic Product (GDP). The model parameters are adjusted to fit the actual published data. Given an appropriate performance index, the optimal solution is found by numerically solving the Two-Point Boundary Value Problem (TPBVP) that arises from the application of Pontriagyn's Maximum Principle. The sensitivity of the obtained numerical solution is evaluated with respect to the uncertainties in the model parameters. The main objective of this work is to provide a quantitative tool for the efficient allocation of resources to reduce the greenhouse effect caused CO2 emissions.

Suggested Citation

  • Caetano, Marco Antonio Leonel & Gherardi, Douglas Francisco Marcolino & Yoneyama, Takashi, 2008. "Optimal resource management control for CO2 emission and reduction of the greenhouse effect," Ecological Modelling, Elsevier, vol. 213(1), pages 119-126.
  • Handle: RePEc:eee:ecomod:v:213:y:2008:i:1:p:119-126
    DOI: 10.1016/j.ecolmodel.2007.11.014
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    References listed on IDEAS

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    Cited by:

    1. Caetano, Marco Antonio Leonel & Gherardi, Douglas Francisco Marcolino & Ribeiro, Gustavo de Paula & Yoneyama, Takashi, 2009. "Reduction of CO2 emission by optimally tracking a pre-defined target," Ecological Modelling, Elsevier, vol. 220(19), pages 2536-2542.
    2. Caetano, Marco Antonio Leonel & Gherardi, Douglas Francisco Marcolino & Yoneyama, Takashi, 2011. "An optimized policy for the reduction of CO2 emission in the Brazilian Legal Amazon," Ecological Modelling, Elsevier, vol. 222(15), pages 2835-2840.
    3. Likasiri, Chulin & Duangdai, Eakkapong & Pongvuthithum, Radom, 2014. "Mathematical model on the effects of global climate change and decreasing forest cover on seasonal rainfall in Northern Thailand," Ecological Modelling, Elsevier, vol. 272(C), pages 388-393.

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