Abstract
We applied n-variable conserving nonlinear differential equations (n-CNDEs) to the population data of the 10-year cycles of Canadian lynx (1821-2016) and the snowshoe hare (1845-1921). Modeling external effects as perturbations to population dynamics, recovering and restorations from disintegrations (or extinctions), stability and survival strategies are discussed in terms of the conservation law inherent to dynamical interactions among species. The 2-variable conserving nonlinear interaction (2CNIs) is extended to 3, 4, ... n-variable conserving nonlinear interactions (n-CNIs) of species by adjusting minimum unknown parameters. The population cycle of species is a manifestation of conservation laws existing in complicated ecosystems, which is suggested from the CNDE analysis as a standard rhythm of interactions. The ecosystem is a consequence of the long history of nonlinear interactions and evolutions among life-beings and the natural environment, and the population dynamics of an ecosystem are observed as approximate CNIs. Physical analyses of the conserving quantity in nonlinear interactions would help us understand why and how they have developed. The standard rhythm found in nonlinear interactions should be considered as a manifestation of the survival strategy and the survival of the fittest to the balance of biological systems. The CNDEs and nonlinear differential equations with time-dependent coefficients would help find useful physical information on the survival of the fittest and symbiosis in an ecosystem.
Highlights
Ecology is a field of study on complex many-body interactions among organisms, living beings and natural environment
The ecosystem is a consequence of the long history of nonlinear interactions and evolutions among life-beings and the natural environment, and the population dynamics of an ecosystem are observed as approximate conserving nonlinear interactions (CNIs)
The population cycles in ecosystems and those found in self-organization of biological systems have similar periodic oscillations, and we found a characteristic dynamical rhythm [6] [7] expressed by conserving nonlinear interactions (CNIs)
Summary
Ecology is a field of study on complex many-body interactions among organisms, living beings and natural environment. The population cycles in ecosystems and those found in self-organization of biological systems have similar periodic oscillations, and we found a characteristic dynamical rhythm [6] [7] expressed by conserving nonlinear interactions (CNIs) Useful concepts such as the survival of the fittest and relations to conservation laws manifest in nonlinear interactions are gradually recognized when a rhythm of big data is analyzed by the model of conserving nonlinear differential equations (CNDEs). The conserving nonlinear equation is applied dynamical interactions of species such as the population regulation in Canadian lynx and snowshoe hare [8] [9] [10] [11], the food-web of Microbes in Okanagan Lake [12]. Lynxes consume other animals, such as ducks, grouse, ptarmigan, red squirrels, voles and moles, young sheep, mule deer and reindeer, but snowshoe hares are still the
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