A functional-structural coral model

Anna Cresswell, D.P. Thomson, Elizabeth Joan Trevenen, Michael Renton

Research output: Chapter in Book/Conference paperConference paper

Abstract

In biological systems, structural complexity is recognized as an important driver of coexistence and species diversity. This is particularly true for coral reefs, where some of the most biodiverse life on Earth coexists. A key contributor to reef structural complexity is the varied morphologies into which reef corals can
grow. A large number of coral species of different forms can be found on a typical reef system, and, as well, individual species may show high plasticity in growth morphology in response to the local environmental conditions. As environmental conditions and disturbances regimes shift with climate change, future coral reef assemblages are in question.
Many corals respond to light in a comparable ways to plants, due to the presence of symbiotic algae in the cells of the animals that photosynthesise and it is well established that corals respond to their environment (e.g. light) by adjusting their morphology. Corals have very slow growth rates and field observations
capturing growth and competition are therefore difficult. As such, a modelling approach provides a much needed opportunity to explore changes in coral structure and functioning. Here, we adapt a functional-structural
plant modelling approach, commonly used in plant sciences, to represent coral colonies.
Functional-structural modelling combines functional components, such as photosynthesis, growth rates, transport of resources and responses to environmental parameters, with a dynamic representation of the 3D
structure or architecture of the modelled plant(s), or in this case, corals.
The aim was to create a 3D functional-structural model where structure, function and response to local environmental factors are specified by a set of ‘morpho-functional’ parameters, and determine whether this
model could represent some of the major coral growth forms seen on coral reefs. Understanding the growth, competition and mortality of organisms at a three-dimensional (3D) level is important in understanding an
organism’s role as an engineering species and the mechanisms that lead to the maintenance of structural integrity.
The results show that the model can simulate corals with distinct morphologies by varying the simple set of morpho-functional parameters, including resources required for growth, self-avoidance and resource sharing. From varying these parameters, coral morphologies emerge that match with observed coral shapes in nature that are known to have different growth rates and structural fragility. These include hemispherical, encrusting, columnar and tabular forms.
The full diversity of morphologies is not yet captured, and further investigation into other parameters is required. There are many potential future applications of this functional-structural coral model, including matching model output at a coral community level to field measurements from a real coral community. If the
model can represent real morphological assemblages for different environmental conditions it could be used to predict future assemblages under different climatic disturbance regimes.
Original languageEnglish
Title of host publicationMODSIM2017
Subtitle of host publication22nd International Congress on Modelling and Simulation
Place of PublicationAustralia
PublisherModelling and Simulation Society of Australia and New Zealand Inc.
Pages237–243
ISBN (Print)9780987214379
Publication statusPublished - Dec 2017
Event22nd International Congress on Modelling and Simulation: Managing cumulative risks through model-based processes - The Hotel Grand Chancellor, Hobart, Australia
Duration: 3 Dec 20178 Dec 2017
Conference number: 22
https://www.mssanz.org.au/modsim2017/
https://www.mssanz.org.au/modsim2017/

Conference

Conference22nd International Congress on Modelling and Simulation
Abbreviated titleMODSIM2017
CountryAustralia
CityHobart
Period3/12/178/12/17
Internet address

Fingerprint

coral
coral reef
environmental conditions
reef
resource
modeling
environmental disturbance
growth form
coexistence
plasticity
species diversity
photosynthesis
environmental factor
alga
parameter
disturbance
engineering
mortality
climate change

Cite this

Cresswell, A., Thomson, D. P., Trevenen, E. J., & Renton, M. (2017). A functional-structural coral model. In MODSIM2017: 22nd International Congress on Modelling and Simulation (pp. 237–243). Australia: Modelling and Simulation Society of Australia and New Zealand Inc..
Cresswell, Anna ; Thomson, D.P. ; Trevenen, Elizabeth Joan ; Renton, Michael. / A functional-structural coral model. MODSIM2017: 22nd International Congress on Modelling and Simulation. Australia : Modelling and Simulation Society of Australia and New Zealand Inc., 2017. pp. 237–243
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title = "A functional-structural coral model",
abstract = "In biological systems, structural complexity is recognized as an important driver of coexistence and species diversity. This is particularly true for coral reefs, where some of the most biodiverse life on Earth coexists. A key contributor to reef structural complexity is the varied morphologies into which reef corals cangrow. A large number of coral species of different forms can be found on a typical reef system, and, as well, individual species may show high plasticity in growth morphology in response to the local environmental conditions. As environmental conditions and disturbances regimes shift with climate change, future coral reef assemblages are in question.Many corals respond to light in a comparable ways to plants, due to the presence of symbiotic algae in the cells of the animals that photosynthesise and it is well established that corals respond to their environment (e.g. light) by adjusting their morphology. Corals have very slow growth rates and field observationscapturing growth and competition are therefore difficult. As such, a modelling approach provides a much needed opportunity to explore changes in coral structure and functioning. Here, we adapt a functional-structuralplant modelling approach, commonly used in plant sciences, to represent coral colonies.Functional-structural modelling combines functional components, such as photosynthesis, growth rates, transport of resources and responses to environmental parameters, with a dynamic representation of the 3Dstructure or architecture of the modelled plant(s), or in this case, corals.The aim was to create a 3D functional-structural model where structure, function and response to local environmental factors are specified by a set of ‘morpho-functional’ parameters, and determine whether thismodel could represent some of the major coral growth forms seen on coral reefs. Understanding the growth, competition and mortality of organisms at a three-dimensional (3D) level is important in understanding anorganism’s role as an engineering species and the mechanisms that lead to the maintenance of structural integrity.The results show that the model can simulate corals with distinct morphologies by varying the simple set of morpho-functional parameters, including resources required for growth, self-avoidance and resource sharing. From varying these parameters, coral morphologies emerge that match with observed coral shapes in nature that are known to have different growth rates and structural fragility. These include hemispherical, encrusting, columnar and tabular forms.The full diversity of morphologies is not yet captured, and further investigation into other parameters is required. There are many potential future applications of this functional-structural coral model, including matching model output at a coral community level to field measurements from a real coral community. If themodel can represent real morphological assemblages for different environmental conditions it could be used to predict future assemblages under different climatic disturbance regimes.",
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Cresswell, A, Thomson, DP, Trevenen, EJ & Renton, M 2017, A functional-structural coral model. in MODSIM2017: 22nd International Congress on Modelling and Simulation. Modelling and Simulation Society of Australia and New Zealand Inc., Australia, pp. 237–243, 22nd International Congress on Modelling and Simulation, Hobart, Australia, 3/12/17.

A functional-structural coral model. / Cresswell, Anna; Thomson, D.P.; Trevenen, Elizabeth Joan; Renton, Michael.

MODSIM2017: 22nd International Congress on Modelling and Simulation. Australia : Modelling and Simulation Society of Australia and New Zealand Inc., 2017. p. 237–243.

Research output: Chapter in Book/Conference paperConference paper

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N2 - In biological systems, structural complexity is recognized as an important driver of coexistence and species diversity. This is particularly true for coral reefs, where some of the most biodiverse life on Earth coexists. A key contributor to reef structural complexity is the varied morphologies into which reef corals cangrow. A large number of coral species of different forms can be found on a typical reef system, and, as well, individual species may show high plasticity in growth morphology in response to the local environmental conditions. As environmental conditions and disturbances regimes shift with climate change, future coral reef assemblages are in question.Many corals respond to light in a comparable ways to plants, due to the presence of symbiotic algae in the cells of the animals that photosynthesise and it is well established that corals respond to their environment (e.g. light) by adjusting their morphology. Corals have very slow growth rates and field observationscapturing growth and competition are therefore difficult. As such, a modelling approach provides a much needed opportunity to explore changes in coral structure and functioning. Here, we adapt a functional-structuralplant modelling approach, commonly used in plant sciences, to represent coral colonies.Functional-structural modelling combines functional components, such as photosynthesis, growth rates, transport of resources and responses to environmental parameters, with a dynamic representation of the 3Dstructure or architecture of the modelled plant(s), or in this case, corals.The aim was to create a 3D functional-structural model where structure, function and response to local environmental factors are specified by a set of ‘morpho-functional’ parameters, and determine whether thismodel could represent some of the major coral growth forms seen on coral reefs. Understanding the growth, competition and mortality of organisms at a three-dimensional (3D) level is important in understanding anorganism’s role as an engineering species and the mechanisms that lead to the maintenance of structural integrity.The results show that the model can simulate corals with distinct morphologies by varying the simple set of morpho-functional parameters, including resources required for growth, self-avoidance and resource sharing. From varying these parameters, coral morphologies emerge that match with observed coral shapes in nature that are known to have different growth rates and structural fragility. These include hemispherical, encrusting, columnar and tabular forms.The full diversity of morphologies is not yet captured, and further investigation into other parameters is required. There are many potential future applications of this functional-structural coral model, including matching model output at a coral community level to field measurements from a real coral community. If themodel can represent real morphological assemblages for different environmental conditions it could be used to predict future assemblages under different climatic disturbance regimes.

AB - In biological systems, structural complexity is recognized as an important driver of coexistence and species diversity. This is particularly true for coral reefs, where some of the most biodiverse life on Earth coexists. A key contributor to reef structural complexity is the varied morphologies into which reef corals cangrow. A large number of coral species of different forms can be found on a typical reef system, and, as well, individual species may show high plasticity in growth morphology in response to the local environmental conditions. As environmental conditions and disturbances regimes shift with climate change, future coral reef assemblages are in question.Many corals respond to light in a comparable ways to plants, due to the presence of symbiotic algae in the cells of the animals that photosynthesise and it is well established that corals respond to their environment (e.g. light) by adjusting their morphology. Corals have very slow growth rates and field observationscapturing growth and competition are therefore difficult. As such, a modelling approach provides a much needed opportunity to explore changes in coral structure and functioning. Here, we adapt a functional-structuralplant modelling approach, commonly used in plant sciences, to represent coral colonies.Functional-structural modelling combines functional components, such as photosynthesis, growth rates, transport of resources and responses to environmental parameters, with a dynamic representation of the 3Dstructure or architecture of the modelled plant(s), or in this case, corals.The aim was to create a 3D functional-structural model where structure, function and response to local environmental factors are specified by a set of ‘morpho-functional’ parameters, and determine whether thismodel could represent some of the major coral growth forms seen on coral reefs. Understanding the growth, competition and mortality of organisms at a three-dimensional (3D) level is important in understanding anorganism’s role as an engineering species and the mechanisms that lead to the maintenance of structural integrity.The results show that the model can simulate corals with distinct morphologies by varying the simple set of morpho-functional parameters, including resources required for growth, self-avoidance and resource sharing. From varying these parameters, coral morphologies emerge that match with observed coral shapes in nature that are known to have different growth rates and structural fragility. These include hemispherical, encrusting, columnar and tabular forms.The full diversity of morphologies is not yet captured, and further investigation into other parameters is required. There are many potential future applications of this functional-structural coral model, including matching model output at a coral community level to field measurements from a real coral community. If themodel can represent real morphological assemblages for different environmental conditions it could be used to predict future assemblages under different climatic disturbance regimes.

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Cresswell A, Thomson DP, Trevenen EJ, Renton M. A functional-structural coral model. In MODSIM2017: 22nd International Congress on Modelling and Simulation. Australia: Modelling and Simulation Society of Australia and New Zealand Inc. 2017. p. 237–243