Cargando…
Effects of temporal abiotic drivers on the dynamics of an allometric trophic network model
Current ecological research and ecosystem management call for improved understanding of the abiotic drivers of community dynamics, including temperature effects on species interactions and biomass accumulation. Allometric trophic network (ATN) models, which simulate material (carbon) transfer in tro...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10034489/ https://www.ncbi.nlm.nih.gov/pubmed/36969931 http://dx.doi.org/10.1002/ece3.9928 |
_version_ | 1784911233133051904 |
---|---|
author | Eloranta, Antti P. Perälä, Tommi Kuparinen, Anna |
author_facet | Eloranta, Antti P. Perälä, Tommi Kuparinen, Anna |
author_sort | Eloranta, Antti P. |
collection | PubMed |
description | Current ecological research and ecosystem management call for improved understanding of the abiotic drivers of community dynamics, including temperature effects on species interactions and biomass accumulation. Allometric trophic network (ATN) models, which simulate material (carbon) transfer in trophic networks from producers to consumers based on mass‐specific metabolic rates, provide an attractive framework to study consumer–resource interactions from organisms to ecosystems. However, the developed ATN models rarely consider temporal changes in some key abiotic drivers that affect, for example, consumer metabolism and producer growth. Here, we evaluate how temporal changes in carrying capacity and light‐dependent growth rate of producers and in temperature‐dependent mass‐specific metabolic rate of consumers affect ATN model dynamics, namely seasonal biomass accumulation, productivity, and standing stock biomass of different trophic guilds, including age‐structured fish communities. Our simulations of the pelagic Lake Constance food web indicated marked effects of temporally changing abiotic parameters on seasonal biomass accumulation of different guild groups, particularly among the lowest trophic levels (primary producers and invertebrates). While the adjustment of average irradiance had minor effect, increasing metabolic rate associated with 1–2°C temperature increase led to a marked decline of larval (0‐year age) fish biomass, but to a substantial biomass increase of 2‐ and 3‐year‐old fish that were not predated by ≥4‐year‐old top predator fish, European perch (Perca fluviatilis). However, when averaged across the 100 simulation years, the inclusion of seasonality in abiotic drivers caused only minor changes in standing stock biomasses and productivity of different trophic guilds. Our results demonstrate the potential of introducing seasonality in and adjusting the average values of abiotic ATN model parameters to simulate temporal fluctuations in food‐web dynamics, which is an important step in ATN model development aiming to, for example, assess potential future community‐level responses to ongoing environmental changes. |
format | Online Article Text |
id | pubmed-10034489 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100344892023-03-24 Effects of temporal abiotic drivers on the dynamics of an allometric trophic network model Eloranta, Antti P. Perälä, Tommi Kuparinen, Anna Ecol Evol Research Articles Current ecological research and ecosystem management call for improved understanding of the abiotic drivers of community dynamics, including temperature effects on species interactions and biomass accumulation. Allometric trophic network (ATN) models, which simulate material (carbon) transfer in trophic networks from producers to consumers based on mass‐specific metabolic rates, provide an attractive framework to study consumer–resource interactions from organisms to ecosystems. However, the developed ATN models rarely consider temporal changes in some key abiotic drivers that affect, for example, consumer metabolism and producer growth. Here, we evaluate how temporal changes in carrying capacity and light‐dependent growth rate of producers and in temperature‐dependent mass‐specific metabolic rate of consumers affect ATN model dynamics, namely seasonal biomass accumulation, productivity, and standing stock biomass of different trophic guilds, including age‐structured fish communities. Our simulations of the pelagic Lake Constance food web indicated marked effects of temporally changing abiotic parameters on seasonal biomass accumulation of different guild groups, particularly among the lowest trophic levels (primary producers and invertebrates). While the adjustment of average irradiance had minor effect, increasing metabolic rate associated with 1–2°C temperature increase led to a marked decline of larval (0‐year age) fish biomass, but to a substantial biomass increase of 2‐ and 3‐year‐old fish that were not predated by ≥4‐year‐old top predator fish, European perch (Perca fluviatilis). However, when averaged across the 100 simulation years, the inclusion of seasonality in abiotic drivers caused only minor changes in standing stock biomasses and productivity of different trophic guilds. Our results demonstrate the potential of introducing seasonality in and adjusting the average values of abiotic ATN model parameters to simulate temporal fluctuations in food‐web dynamics, which is an important step in ATN model development aiming to, for example, assess potential future community‐level responses to ongoing environmental changes. John Wiley and Sons Inc. 2023-03-23 /pmc/articles/PMC10034489/ /pubmed/36969931 http://dx.doi.org/10.1002/ece3.9928 Text en © 2023 The Authors. Ecology and Evolution published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Eloranta, Antti P. Perälä, Tommi Kuparinen, Anna Effects of temporal abiotic drivers on the dynamics of an allometric trophic network model |
title | Effects of temporal abiotic drivers on the dynamics of an allometric trophic network model |
title_full | Effects of temporal abiotic drivers on the dynamics of an allometric trophic network model |
title_fullStr | Effects of temporal abiotic drivers on the dynamics of an allometric trophic network model |
title_full_unstemmed | Effects of temporal abiotic drivers on the dynamics of an allometric trophic network model |
title_short | Effects of temporal abiotic drivers on the dynamics of an allometric trophic network model |
title_sort | effects of temporal abiotic drivers on the dynamics of an allometric trophic network model |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10034489/ https://www.ncbi.nlm.nih.gov/pubmed/36969931 http://dx.doi.org/10.1002/ece3.9928 |
work_keys_str_mv | AT elorantaanttip effectsoftemporalabioticdriversonthedynamicsofanallometrictrophicnetworkmodel AT peralatommi effectsoftemporalabioticdriversonthedynamicsofanallometrictrophicnetworkmodel AT kuparinenanna effectsoftemporalabioticdriversonthedynamicsofanallometrictrophicnetworkmodel |