Difference between revisions of "Aquatic ecosystem simulation"

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(Agents)
(Agents)
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* '''Fishes''': Inspired by real Pacific Ocean species, each with specific traits such as energy levels, reproduction rates, and movement patterns. In this simulation, three distinct types of fish are introduced, each representing different fish families: fish1 (blue), fish2 (black), and fish3 (red). Each type is associated with different feeding strategies, reflecting various fish families.
 
* '''Fishes''': Inspired by real Pacific Ocean species, each with specific traits such as energy levels, reproduction rates, and movement patterns. In this simulation, three distinct types of fish are introduced, each representing different fish families: fish1 (blue), fish2 (black), and fish3 (red). Each type is associated with different feeding strategies, reflecting various fish families.
  
The first type, fish1 (blue), represents '''Generalist Herbivores'''. These fish have a broader dietary spectrum and can consume a wide variety of different plant species. Their feeding behavior is characterized by the ability to adapt to and consume various types of plants, making them more versatile in their herbivorous diet compared to the specialized herbivores.
+
The first type, '''fish1 (blue)''', represents '''Generalist Herbivores'''. These fish have a broader dietary spectrum and can consume a wide variety of different plant species. Their feeding behavior is characterized by the ability to adapt to and consume various types of plants, making them more versatile in their herbivorous diet compared to the specialized herbivores.
  
 
   ask fishes1 [
 
   ask fishes1 [
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   ]
 
   ]
  
The second type, fish2 (black), represents '''Specialized Herbivores'''. These fish exhibit a preference for consuming a very limited range of plant species, showcasing a specialized herbivorous feeding behavior. Their diet is focused on specific types of plants, and they are adapted to extract nutrients from these particular sources.
+
The second type, '''fish2 (black)''', represents '''Specialized Herbivores'''. These fish exhibit a preference for consuming a very limited range of plant species, showcasing a specialized herbivorous feeding behavior. Their diet is focused on specific types of plants, and they are adapted to extract nutrients from these particular sources.
  
 
   ask fishes2 [
 
   ask fishes2 [
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   ]
 
   ]
  
The third type, fish3 (red), represents '''Omnivorous'''. These fish have a diverse diet, capable of consuming both plants and plankton. Their feeding behavior is not limited to a specific food source, allowing them to feed on a mixture of plants and small aquatic organisms. The omnivorous nature of these fish makes them adaptable to different environmental conditions and food availability.
+
The third type, '''fish3 (red)''', represents '''Omnivorous'''. These fish have a diverse diet, capable of consuming both plants and plankton. Their feeding behavior is not limited to a specific food source, allowing them to feed on a mixture of plants and small aquatic organisms. The omnivorous nature of these fish makes them adaptable to different environmental conditions and food availability.
  
 
   ask fishes3 [
 
   ask fishes3 [
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   ]
 
   ]
  
* '''Sharks''': In this simulation, the concept of predators is represented by sharks. Sharks are carnivorous creatures, meaning they primarily consume other living organisms. The simulation models the behavior of predators, specifically sharks, within the marine ecosystem. The predatory nature of sharks is implemented in a way that allows them to consume all three types of fish: fish1, fish2, and fish3.
+
* '''Sharks''': In this simulation, the concept of '''predators''' is represented by '''sharks'''. Sharks are carnivorous creatures, meaning they primarily consume other living organisms. The simulation models the behavior of predators, specifically sharks, within the marine ecosystem. The predatory nature of sharks is implemented in a way that allows them to consume all three types of fish: fish1, fish2, and fish3.
 
   
 
   
 
   ask sharks [
 
   ask sharks [
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   ]
 
   ]
  
* '''Plankton''': In the simulation, plankton is represented as a type phytoplankton. Phytoplankton are microscopic, photosynthetic organisms that form the foundation of marine food webs. While in reality, zooplankton (which consumes other plankton) also plays a crucial role, for the purpose of simplification in this simulation, the focus is on phytoplankton. And this type doesn't has any function for feeding.  
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* '''Plankton''': In the simulation, '''plankton''' is represented as a type '''phytoplankton'''. Phytoplankton are microscopic, photosynthetic organisms that form the foundation of marine food webs. While in reality, zooplankton (which consumes other plankton) also plays a crucial role, for the purpose of simplification in this simulation, the focus is on phytoplankton. And this type doesn't has any function for feeding.  
  
 
   ask planktons [
 
   ask planktons [

Revision as of 20:05, 19 January 2024

Title: Aquatic ecosystem simulation

Author: Daria Tutynina

Method: Agent-based model

Tool: NetLogo

Introduction and problem definition

This simulation aims to replicate, in a simplified form, the intricate dynamics of marine life in the Pacific Ocean based on real-world scientific data. While the simulation is not an exact replica due to the immense complexity of marine ecosystems, it serves as a representative model. The focus lies on food webs, and interactions between species within the ecosystem. The primary goal is to explore how environmental changes impact marine populations.

Start picture.png

Environment

The model is re

Agents

  • Fishes: Inspired by real Pacific Ocean species, each with specific traits such as energy levels, reproduction rates, and movement patterns. In this simulation, three distinct types of fish are introduced, each representing different fish families: fish1 (blue), fish2 (black), and fish3 (red). Each type is associated with different feeding strategies, reflecting various fish families.

The first type, fish1 (blue), represents Generalist Herbivores. These fish have a broader dietary spectrum and can consume a wide variety of different plant species. Their feeding behavior is characterized by the ability to adapt to and consume various types of plants, making them more versatile in their herbivorous diet compared to the specialized herbivores.

 ask fishes1 [
   move
   set energy energy - 1
   eat-plants fishes1 green
   eat-plants fishes1 yellow
   eat-plants fishes1 red
   death
   reproduce-fish1
 ]

The second type, fish2 (black), represents Specialized Herbivores. These fish exhibit a preference for consuming a very limited range of plant species, showcasing a specialized herbivorous feeding behavior. Their diet is focused on specific types of plants, and they are adapted to extract nutrients from these particular sources.

 ask fishes2 [
   move
   set energy energy - 1
   eat-plants fishes2 yellow
   death
   reproduce-fish2
 ]

The third type, fish3 (red), represents Omnivorous. These fish have a diverse diet, capable of consuming both plants and plankton. Their feeding behavior is not limited to a specific food source, allowing them to feed on a mixture of plants and small aquatic organisms. The omnivorous nature of these fish makes them adaptable to different environmental conditions and food availability.

 ask fishes3 [
   move
   set energy energy - 1
   eat-plants fishes3 red
   eat-plankton
   death
   reproduce-fish3
 ]
  • Sharks: In this simulation, the concept of predators is represented by sharks. Sharks are carnivorous creatures, meaning they primarily consume other living organisms. The simulation models the behavior of predators, specifically sharks, within the marine ecosystem. The predatory nature of sharks is implemented in a way that allows them to consume all three types of fish: fish1, fish2, and fish3.
 ask sharks [
   move
   set energy energy - 1
   eat-fishes
   death
   reproduce-sharks
 ]
  • Plankton: In the simulation, plankton is represented as a type phytoplankton. Phytoplankton are microscopic, photosynthetic organisms that form the foundation of marine food webs. While in reality, zooplankton (which consumes other plankton) also plays a crucial role, for the purpose of simplification in this simulation, the focus is on phytoplankton. And this type doesn't has any function for feeding.
 ask planktons [
   move
   reproduce-planktons
   death-plankton
 ]

Movement

Variables

  • Water temperature - Influences the reproduction rates of fishes and sharks, reflecting observed correlations in the Pacific Ocean.
  • Pollution - Affects the regrowth time of plants, mirroring real-world impacts on marine life.


Results

Conclusion

This simulation provides a simplified yet insightful exploration of the Pacific Ocean's marine ecosystems, drawing inspiration from real-world scientific data. The incorporation of representative data supports understanding potential impacts of environmental changes on marine populations, despite the inherent complexity of the actual ecosystems.

NetLogo File

Below I attach the source file


Sources