The interplay of trophic interactions and game dynamics gives rise to life-history trade-offs, consistent personalities, and predator–prey and aggression power laws
Ecological processes and evolutionary change are increasingly recognized as intimately linked. Here, we introduce an eco-evolutionary model of trophic interactions between predators and prey and show that the flow of resources in the ecosystem results in the scale-invariant spatial and temporal stru...
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| Language: | English |
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IOP Publishing
2025-01-01
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| Series: | New Journal of Physics |
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| Online Access: | https://doi.org/10.1088/1367-2630/adaedd |
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| _version_ | 1832086601120874496 |
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| author | Mohammad Salahshour |
| author_facet | Mohammad Salahshour |
| author_sort | Mohammad Salahshour |
| collection | DOAJ |
| description | Ecological processes and evolutionary change are increasingly recognized as intimately linked. Here, we introduce an eco-evolutionary model of trophic interactions between predators and prey and show that the flow of resources in the ecosystem results in the scale-invariant spatial and temporal structure of ecosystems. In contrast to conventional approaches that rely on fitness-based selection, evolution in our eco-evolutionary framework is a direct consequence of ecological interactions. To illustrate this, we combine trophic interactions with evolutionary games by allowing individuals to play a game within the population where they can adopt aggressive or non-aggressive strategies. We show that individuals develop consistent personalities and their life-history trade-offs become intertwined with the scale-invariant ecological dynamics. Aggressive individuals tend to live faster, more reproduction-focused lives, whereas nonaggressive individuals favor slower, longer-lived strategies. These patterns emerge naturally, rather than being imposed as model assumptions. Furthermore, we demonstrate that the nonequilibrium dynamics of resource flow play a decisive role in driving the evolution of consistent personalities within and across populations. We identify a new class of aggression scaling laws arising from the interplay of ecological and evolutionary processes. The model relates predator–prey scaling laws with food web control and shows that small offspring size, high relative prey mobility, low predator conversion efficiency, predator competition, and prey competition all favor prey control over the food web. Our findings illuminate how large-scale ecological patterns—including power laws in predator–prey biomass and avalanche-like resource pulses—can relate to evolutionary outcomes such as consistent personalities, life-history trade-offs, and density-dependent growth. This perspective strengthens the emerging view that ecology and evolution are two faces of the same coin, each shaping the other in a self-organized, energy-driven system. |
| format | Article |
| id | doaj-art-d7eb719173174bb09c90513bb42a9845 |
| institution | Kabale University |
| issn | 1367-2630 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | IOP Publishing |
| record_format | Article |
| series | New Journal of Physics |
| spelling | doaj-art-d7eb719173174bb09c90513bb42a98452025-02-06T11:32:55ZengIOP PublishingNew Journal of Physics1367-26302025-01-0127202300910.1088/1367-2630/adaeddThe interplay of trophic interactions and game dynamics gives rise to life-history trade-offs, consistent personalities, and predator–prey and aggression power lawsMohammad Salahshour0https://orcid.org/0000-0001-5354-9839Max Planck Institute of Animal Behavior , Konstanz, GermanyEcological processes and evolutionary change are increasingly recognized as intimately linked. Here, we introduce an eco-evolutionary model of trophic interactions between predators and prey and show that the flow of resources in the ecosystem results in the scale-invariant spatial and temporal structure of ecosystems. In contrast to conventional approaches that rely on fitness-based selection, evolution in our eco-evolutionary framework is a direct consequence of ecological interactions. To illustrate this, we combine trophic interactions with evolutionary games by allowing individuals to play a game within the population where they can adopt aggressive or non-aggressive strategies. We show that individuals develop consistent personalities and their life-history trade-offs become intertwined with the scale-invariant ecological dynamics. Aggressive individuals tend to live faster, more reproduction-focused lives, whereas nonaggressive individuals favor slower, longer-lived strategies. These patterns emerge naturally, rather than being imposed as model assumptions. Furthermore, we demonstrate that the nonequilibrium dynamics of resource flow play a decisive role in driving the evolution of consistent personalities within and across populations. We identify a new class of aggression scaling laws arising from the interplay of ecological and evolutionary processes. The model relates predator–prey scaling laws with food web control and shows that small offspring size, high relative prey mobility, low predator conversion efficiency, predator competition, and prey competition all favor prey control over the food web. Our findings illuminate how large-scale ecological patterns—including power laws in predator–prey biomass and avalanche-like resource pulses—can relate to evolutionary outcomes such as consistent personalities, life-history trade-offs, and density-dependent growth. This perspective strengthens the emerging view that ecology and evolution are two faces of the same coin, each shaping the other in a self-organized, energy-driven system.https://doi.org/10.1088/1367-2630/adaeddeco-evolutionary dynamicsscale invariancepredator–prey power-lawanimal personalitylife history trade-offsscaling laws |
| spellingShingle | Mohammad Salahshour The interplay of trophic interactions and game dynamics gives rise to life-history trade-offs, consistent personalities, and predator–prey and aggression power laws New Journal of Physics eco-evolutionary dynamics scale invariance predator–prey power-law animal personality life history trade-offs scaling laws |
| title | The interplay of trophic interactions and game dynamics gives rise to life-history trade-offs, consistent personalities, and predator–prey and aggression power laws |
| title_full | The interplay of trophic interactions and game dynamics gives rise to life-history trade-offs, consistent personalities, and predator–prey and aggression power laws |
| title_fullStr | The interplay of trophic interactions and game dynamics gives rise to life-history trade-offs, consistent personalities, and predator–prey and aggression power laws |
| title_full_unstemmed | The interplay of trophic interactions and game dynamics gives rise to life-history trade-offs, consistent personalities, and predator–prey and aggression power laws |
| title_short | The interplay of trophic interactions and game dynamics gives rise to life-history trade-offs, consistent personalities, and predator–prey and aggression power laws |
| title_sort | interplay of trophic interactions and game dynamics gives rise to life history trade offs consistent personalities and predator prey and aggression power laws |
| topic | eco-evolutionary dynamics scale invariance predator–prey power-law animal personality life history trade-offs scaling laws |
| url | https://doi.org/10.1088/1367-2630/adaedd |
| work_keys_str_mv | AT mohammadsalahshour theinterplayoftrophicinteractionsandgamedynamicsgivesrisetolifehistorytradeoffsconsistentpersonalitiesandpredatorpreyandaggressionpowerlaws AT mohammadsalahshour interplayoftrophicinteractionsandgamedynamicsgivesrisetolifehistorytradeoffsconsistentpersonalitiesandpredatorpreyandaggressionpowerlaws |