Consumers mediate the effects of experimental ocean acidification and warming on primary producers, supplement to: Alsterberg, Christian; Eklöf, Johan S; Gamfeldt, Lars; Havenhand, Jonathan N; Sundbäck, Kristina (2013): Consumers mediate the effects of experimental ocean acidification and warming on primary producers. Proceedings of the National Academy of Sciences, 110(21), 8603-8608

It is well known that ocean acidification can have profound impacts on marine organisms. However, we know little about the direct and indirect effects of ocean acidification and also how these effects interact with other features of environmental change such as warming and declining consumer pressur...

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Main Authors: Alsterberg, Christian, Eklöf, Johan S, Gamfeldt, Lars, Havenhand, Jonathan N, Sundbäck, Kristina
Format: Dataset
Language:English
Published: PANGAEA - Data Publisher for Earth & Environmental Science 2013
Subjects:
pH
Online Access:https://dx.doi.org/10.1594/pangaea.830714
https://doi.pangaea.de/10.1594/PANGAEA.830714
id ftdatacite:10.1594/pangaea.830714
record_format openpolar
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language English
topic Benthos
Biomass/Abundance/Elemental composition
Bottles or small containers/Aquaria <20 L
Coast and continental shelf
Entire community
Laboratory experiment
North Atlantic
Primary production/Photosynthesis
Soft-bottom community
Temperate
Temperature
Treatment
pH
Chlorophyll a, areal concentration
Primary production of carbon
Biomass, dry mass
Dry mass
Salinity
Salinity, standard deviation
Temperature, water
Temperature, water, standard deviation
Alkalinity, total
Alkalinity, total, standard deviation
Carbon, inorganic, dissolved
Carbon, inorganic, dissolved, standard deviation
pH, standard deviation
Bicarbonate ion
Bicarbonate ion, standard deviation
Carbonate ion
Carbonate ion, standard deviation
Carbon dioxide
Carbon dioxide, standard deviation
Calcite saturation state
Calcite saturation state, standard deviation
Aragonite saturation state
Aragonite saturation state, standard deviation
Partial pressure of carbon dioxide water at sea surface temperature wet air
Partial pressure of carbon dioxide, standard deviation
Carbonate system computation flag
Fugacity of carbon dioxide water at sea surface temperature wet air
Experiment
Calculated using CO2SYS
Calculated using seacarb after Nisumaa et al. 2010
Ocean Acidification International Coordination Centre OA-ICC
spellingShingle Benthos
Biomass/Abundance/Elemental composition
Bottles or small containers/Aquaria <20 L
Coast and continental shelf
Entire community
Laboratory experiment
North Atlantic
Primary production/Photosynthesis
Soft-bottom community
Temperate
Temperature
Treatment
pH
Chlorophyll a, areal concentration
Primary production of carbon
Biomass, dry mass
Dry mass
Salinity
Salinity, standard deviation
Temperature, water
Temperature, water, standard deviation
Alkalinity, total
Alkalinity, total, standard deviation
Carbon, inorganic, dissolved
Carbon, inorganic, dissolved, standard deviation
pH, standard deviation
Bicarbonate ion
Bicarbonate ion, standard deviation
Carbonate ion
Carbonate ion, standard deviation
Carbon dioxide
Carbon dioxide, standard deviation
Calcite saturation state
Calcite saturation state, standard deviation
Aragonite saturation state
Aragonite saturation state, standard deviation
Partial pressure of carbon dioxide water at sea surface temperature wet air
Partial pressure of carbon dioxide, standard deviation
Carbonate system computation flag
Fugacity of carbon dioxide water at sea surface temperature wet air
Experiment
Calculated using CO2SYS
Calculated using seacarb after Nisumaa et al. 2010
Ocean Acidification International Coordination Centre OA-ICC
Alsterberg, Christian
Eklöf, Johan S
Gamfeldt, Lars
Havenhand, Jonathan N
Sundbäck, Kristina
Consumers mediate the effects of experimental ocean acidification and warming on primary producers, supplement to: Alsterberg, Christian; Eklöf, Johan S; Gamfeldt, Lars; Havenhand, Jonathan N; Sundbäck, Kristina (2013): Consumers mediate the effects of experimental ocean acidification and warming on primary producers. Proceedings of the National Academy of Sciences, 110(21), 8603-8608
topic_facet Benthos
Biomass/Abundance/Elemental composition
Bottles or small containers/Aquaria <20 L
Coast and continental shelf
Entire community
Laboratory experiment
North Atlantic
Primary production/Photosynthesis
Soft-bottom community
Temperate
Temperature
Treatment
pH
Chlorophyll a, areal concentration
Primary production of carbon
Biomass, dry mass
Dry mass
Salinity
Salinity, standard deviation
Temperature, water
Temperature, water, standard deviation
Alkalinity, total
Alkalinity, total, standard deviation
Carbon, inorganic, dissolved
Carbon, inorganic, dissolved, standard deviation
pH, standard deviation
Bicarbonate ion
Bicarbonate ion, standard deviation
Carbonate ion
Carbonate ion, standard deviation
Carbon dioxide
Carbon dioxide, standard deviation
Calcite saturation state
Calcite saturation state, standard deviation
Aragonite saturation state
Aragonite saturation state, standard deviation
Partial pressure of carbon dioxide water at sea surface temperature wet air
Partial pressure of carbon dioxide, standard deviation
Carbonate system computation flag
Fugacity of carbon dioxide water at sea surface temperature wet air
Experiment
Calculated using CO2SYS
Calculated using seacarb after Nisumaa et al. 2010
Ocean Acidification International Coordination Centre OA-ICC
description It is well known that ocean acidification can have profound impacts on marine organisms. However, we know little about the direct and indirect effects of ocean acidification and also how these effects interact with other features of environmental change such as warming and declining consumer pressure. In this study, we tested whether the presence of consumers (invertebrate mesograzers) influenced the interactive effects of ocean acidification and warming on benthic microalgae in a seagrass community mesocosm experiment. Net effects of acidification and warming on benthic microalgal biomass and production, as assessed by analysis of variance, were relatively weak regardless of grazer presence. However, partitioning these net effects into direct and indirect effects using structural equation modeling revealed several strong relationships. In the absence of grazers, benthic microalgae were negatively and indirectly affected by sediment-associated microalgal grazers and macroalgal shading, but directly and positively affected by acidification and warming. Combining indirect and direct effects yielded no or weak net effects. In the presence of grazers, almost all direct and indirect climate effects were nonsignificant. Our analyses highlight that (i) indirect effects of climate change may be at least as strong as direct effects, (ii) grazers are crucial in mediating these effects, and (iii) effects of ocean acidification may be apparent only through indirect effects and in combination with other variables (e.g., warming). These findings highlight the importance of experimental designs and statistical analyses that allow us to separate and quantify the direct and indirect effects of multiple climate variables on natural communities. : In order to allow full comparability with other ocean acidification data sets, the R package seacarb (Lavigne and Gattuso, 2011) was used to compute a complete and consistent set of carbonate system variables, as described by Nisumaa et al. (2010). In this dataset the original values were archived in addition with the recalculated parameters (see related PI). The date of carbonate chemistry calculation by seacarb is 2014-03-18.
format Dataset
author Alsterberg, Christian
Eklöf, Johan S
Gamfeldt, Lars
Havenhand, Jonathan N
Sundbäck, Kristina
author_facet Alsterberg, Christian
Eklöf, Johan S
Gamfeldt, Lars
Havenhand, Jonathan N
Sundbäck, Kristina
author_sort Alsterberg, Christian
title Consumers mediate the effects of experimental ocean acidification and warming on primary producers, supplement to: Alsterberg, Christian; Eklöf, Johan S; Gamfeldt, Lars; Havenhand, Jonathan N; Sundbäck, Kristina (2013): Consumers mediate the effects of experimental ocean acidification and warming on primary producers. Proceedings of the National Academy of Sciences, 110(21), 8603-8608
title_short Consumers mediate the effects of experimental ocean acidification and warming on primary producers, supplement to: Alsterberg, Christian; Eklöf, Johan S; Gamfeldt, Lars; Havenhand, Jonathan N; Sundbäck, Kristina (2013): Consumers mediate the effects of experimental ocean acidification and warming on primary producers. Proceedings of the National Academy of Sciences, 110(21), 8603-8608
title_full Consumers mediate the effects of experimental ocean acidification and warming on primary producers, supplement to: Alsterberg, Christian; Eklöf, Johan S; Gamfeldt, Lars; Havenhand, Jonathan N; Sundbäck, Kristina (2013): Consumers mediate the effects of experimental ocean acidification and warming on primary producers. Proceedings of the National Academy of Sciences, 110(21), 8603-8608
title_fullStr Consumers mediate the effects of experimental ocean acidification and warming on primary producers, supplement to: Alsterberg, Christian; Eklöf, Johan S; Gamfeldt, Lars; Havenhand, Jonathan N; Sundbäck, Kristina (2013): Consumers mediate the effects of experimental ocean acidification and warming on primary producers. Proceedings of the National Academy of Sciences, 110(21), 8603-8608
title_full_unstemmed Consumers mediate the effects of experimental ocean acidification and warming on primary producers, supplement to: Alsterberg, Christian; Eklöf, Johan S; Gamfeldt, Lars; Havenhand, Jonathan N; Sundbäck, Kristina (2013): Consumers mediate the effects of experimental ocean acidification and warming on primary producers. Proceedings of the National Academy of Sciences, 110(21), 8603-8608
title_sort consumers mediate the effects of experimental ocean acidification and warming on primary producers, supplement to: alsterberg, christian; eklöf, johan s; gamfeldt, lars; havenhand, jonathan n; sundbäck, kristina (2013): consumers mediate the effects of experimental ocean acidification and warming on primary producers. proceedings of the national academy of sciences, 110(21), 8603-8608
publisher PANGAEA - Data Publisher for Earth & Environmental Science
publishDate 2013
url https://dx.doi.org/10.1594/pangaea.830714
https://doi.pangaea.de/10.1594/PANGAEA.830714
genre North Atlantic
Ocean acidification
genre_facet North Atlantic
Ocean acidification
op_relation https://cran.r-project.org/package=seacarb
https://dx.doi.org/10.1073/pnas.1303797110
https://cran.r-project.org/package=seacarb
op_rights Creative Commons Attribution 3.0 Unported
https://creativecommons.org/licenses/by/3.0/legalcode
cc-by-3.0
op_rightsnorm CC-BY
op_doi https://doi.org/10.1594/pangaea.830714
https://doi.org/10.1073/pnas.1303797110
_version_ 1766137252158636032
spelling ftdatacite:10.1594/pangaea.830714 2023-05-15T17:37:21+02:00 Consumers mediate the effects of experimental ocean acidification and warming on primary producers, supplement to: Alsterberg, Christian; Eklöf, Johan S; Gamfeldt, Lars; Havenhand, Jonathan N; Sundbäck, Kristina (2013): Consumers mediate the effects of experimental ocean acidification and warming on primary producers. Proceedings of the National Academy of Sciences, 110(21), 8603-8608 Alsterberg, Christian Eklöf, Johan S Gamfeldt, Lars Havenhand, Jonathan N Sundbäck, Kristina 2013 text/tab-separated-values https://dx.doi.org/10.1594/pangaea.830714 https://doi.pangaea.de/10.1594/PANGAEA.830714 en eng PANGAEA - Data Publisher for Earth & Environmental Science https://cran.r-project.org/package=seacarb https://dx.doi.org/10.1073/pnas.1303797110 https://cran.r-project.org/package=seacarb Creative Commons Attribution 3.0 Unported https://creativecommons.org/licenses/by/3.0/legalcode cc-by-3.0 CC-BY Benthos Biomass/Abundance/Elemental composition Bottles or small containers/Aquaria <20 L Coast and continental shelf Entire community Laboratory experiment North Atlantic Primary production/Photosynthesis Soft-bottom community Temperate Temperature Treatment pH Chlorophyll a, areal concentration Primary production of carbon Biomass, dry mass Dry mass Salinity Salinity, standard deviation Temperature, water Temperature, water, standard deviation Alkalinity, total Alkalinity, total, standard deviation Carbon, inorganic, dissolved Carbon, inorganic, dissolved, standard deviation pH, standard deviation Bicarbonate ion Bicarbonate ion, standard deviation Carbonate ion Carbonate ion, standard deviation Carbon dioxide Carbon dioxide, standard deviation Calcite saturation state Calcite saturation state, standard deviation Aragonite saturation state Aragonite saturation state, standard deviation Partial pressure of carbon dioxide water at sea surface temperature wet air Partial pressure of carbon dioxide, standard deviation Carbonate system computation flag Fugacity of carbon dioxide water at sea surface temperature wet air Experiment Calculated using CO2SYS Calculated using seacarb after Nisumaa et al. 2010 Ocean Acidification International Coordination Centre OA-ICC Supplementary Dataset dataset Dataset 2013 ftdatacite https://doi.org/10.1594/pangaea.830714 https://doi.org/10.1073/pnas.1303797110 2021-11-05T12:55:41Z It is well known that ocean acidification can have profound impacts on marine organisms. However, we know little about the direct and indirect effects of ocean acidification and also how these effects interact with other features of environmental change such as warming and declining consumer pressure. In this study, we tested whether the presence of consumers (invertebrate mesograzers) influenced the interactive effects of ocean acidification and warming on benthic microalgae in a seagrass community mesocosm experiment. Net effects of acidification and warming on benthic microalgal biomass and production, as assessed by analysis of variance, were relatively weak regardless of grazer presence. However, partitioning these net effects into direct and indirect effects using structural equation modeling revealed several strong relationships. In the absence of grazers, benthic microalgae were negatively and indirectly affected by sediment-associated microalgal grazers and macroalgal shading, but directly and positively affected by acidification and warming. Combining indirect and direct effects yielded no or weak net effects. In the presence of grazers, almost all direct and indirect climate effects were nonsignificant. Our analyses highlight that (i) indirect effects of climate change may be at least as strong as direct effects, (ii) grazers are crucial in mediating these effects, and (iii) effects of ocean acidification may be apparent only through indirect effects and in combination with other variables (e.g., warming). These findings highlight the importance of experimental designs and statistical analyses that allow us to separate and quantify the direct and indirect effects of multiple climate variables on natural communities. : In order to allow full comparability with other ocean acidification data sets, the R package seacarb (Lavigne and Gattuso, 2011) was used to compute a complete and consistent set of carbonate system variables, as described by Nisumaa et al. (2010). In this dataset the original values were archived in addition with the recalculated parameters (see related PI). The date of carbonate chemistry calculation by seacarb is 2014-03-18. Dataset North Atlantic Ocean acidification DataCite Metadata Store (German National Library of Science and Technology)