Abstract

We have defined the environmental interface through the exchange processes between media forming this interface. Considering the environmental interface as a complex system we elaborated the advanced mathematical tools for its modelling. We have suggested two coupled maps serving the exchange processes on the environmental interfaces spatially ranged from cellular to planetary level, i.e. 1) the map with diffusive coupling for energy exchange simulation and 2) the map with affinity, which is suitable for matter exchange processes at the cellular level. We have performed the dynamical analysis of the coupled maps using the Lyapunov exponent, cross sample as well as the permutation entropy in dependence on different map parameters. Finally, we discussed the map with affinity, which shows some features making it a promising toll in simulation of exchange processes on the environmental interface at the cellular level.

Highlights

  • Complex systems science has contributed to our understanding of environmental issues in many areas from small to large temporal and spatial scales

  • Complex systems have complex dynamics usually characterized by so-called tipping points, abrupt changes in the state of the system caused by seemingly gradual change in its drivers [1]

  • It is done trough the following steps: 1) Definition of environmental interface (Subsection 1.1); 2) A concise elaboration of the fundamental tools in environmental interface systems modeling (Section 2) through description of the modeling architecture, use of Category Theory, Mathematical Theory of General Systems and Formal Concept Analysis in Subsections 2.1, 2.2 and 2.3 respectively and 3) description of the two coupled maps, which serve exchange processes on the environmental interface (Subsection 3.1) and numerical simulations with maps of exchange processes on the environmental interface (Subsection 3.2)

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Summary

INTRODUCTION

Complex systems science has contributed to our understanding of environmental issues in many areas from small to large temporal and spatial scales (from the cell behavior to global climate and its change). Complex systems have complex dynamics usually characterized by so-called tipping points, abrupt changes in the state of the system caused by seemingly gradual change in its drivers [1]. There is a choice: to simplify complex systems or to include more detail [2]. Further advances in these areas will be necessary before complex systems science can be widely applied to understand the dynamics of environmental systems. In this paper we rather made an introductory step in establishing the strategy for: 1) modeling of the processes in whole and 2) understanding the functional time of the exchange processes on the environmental interfaces, using new mathematical tools

Definition of Environmental Interface
Intention of the Paper and Further Plans
FUNDAMENTAL TOOLS IN ENVIRONMENTAL INTERFACE SYSTEMS MODELLING
Modeling Architecture
Use of Category Theory
Use of Mathematical Theory of General Systems
COUPLED MAPS IN PROCESSES OF EXCHANGE ON THE ENVIRONMENTAL INTERFACE SYSTEMS
The Map with Internal Affinity
CONCLUSIONS
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