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Modeling and formal analysis of meta-ecosystems with dynamic structure using graph transformation
Institution:1. Civil Engineering Department, University of Sistan and Baluchestan, Zahedan, Iran;2. Water Security & Sustainable Development Hub, School of Engineering, Newcastle University, Newcastle Upon Tyne, UK;3. School of Engineering, Newcastle University, Newcastle upon Tyne, UK;4. Chair of Engineering Hydrology and Water Management, Technical University of Darmstadt, Darmstadt, Germany;1. Ecology and Environmental Modelling Laboratory, Department of Environmental Science, The University of Burdwan, Purba Bardhaman, 713104, India;2. Department of Geography, The University of Burdwan, Purba Bardhaman, 713104, West Bengal, India;3. Department of Basic Sciences and Humanities, Institute of Engineering & Management, Sector -V, Salt Lake City, Kolkata 700091, West Bengal, India;1. Environmental Systems Engineering, Faculty of Engineering and Applied Science, University of Regina, Regina, Saskatchewan S4S 0A2, Canada;2. Johnson Shoyama Graduate School of Public Policy, University of Regina, Saskatchewan S4S 0A2, Canada
Abstract:The dynamics of meta-ecosystems are of crucial importance and, therefore, in theoretical ecology, various model-based approaches are employed to analyze their internal effects and to derive predictions on their future behavior and interactions. However, existing model-based approaches are limited in their support for the modeling of space structure dynamics of meta-ecosystems growing and shrinking in size over time due to intrinsic and extrinsic process as well as neighboring opportunities.In this paper, we employ the formal technique of Graph Transformation (GT) to qualitatively model the space structure dynamics and ecological dynamics of meta-ecosystems. In such GTSs, states of meta-ecosystems are given by graphs and evolutions from one state to the next are derived by applying GT rules describing local modifications of graphs. As a case study, we introduce GTSs capturing the space structure dynamics and ecological dynamics of three different savanna meta-ecosystems, which vary in their space structure dynamics. We then consider several qualitative analysis technique for GTSs such as for the existence of structural stabilities and apply them in our case study. We conclude that GTSs provide a complementary avenue to that of existing approaches to rigorously model and analyze qualitative ecological phenomena with adequate support for capturing not only ecological effects but also various forms of space structure dynamics.
Keywords:Dynamic structure  Dynamic systems  Discrete-event model  Qualitative model  Formal analysis  Savanna  Desertification
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