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Simone, Michelle N; Oakes, Joanne M; Schulz, Kai Georg; Eyre, Bradley D (2026): Seawater carbonate chemistry and estuarine benthic greenhouse gas fluxes [dataset]. PANGAEA, https://doi.pangaea.de/10.1594/PANGAEA.995630 (DOI registration in progress)

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Published: 2026-06-22

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Abstract:
Here, we use a fully factorial laboratory experiment to disentangle how diel light–dark and tidal inundation and exposure interact with warming and elevated pCO2 to regulate benthic fluxes of CO2, CH4, and N2O in estuarine sediments, alongside concurrent changes in benthic oxygen exchange.
This dataset is included in the OA-ICC data compilation maintained in the framework of the IAEA Ocean Acidification International Coordination Centre (see https://oa-icc.ipsl.fr). Original data were downloaded from Zenodo (see Source) by the OA-ICC data curator. In order to allow full comparability with other ocean acidification data sets, the R package seacarb (Gattuso et al, 2024) 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 2026-06-18.
Keyword(s):
Benthos; Brackish waters; Containers and aquaria (20-1000 L or < 1 m**2); Entire community; Laboratory experiment; Light; Ocean acidification; Other; Other studied parameter or process; Primary production/Photosynthesis; Respiration; Soft-bottom community; South Pacific; Temperate; Temperature
Related to:
Simone, Michelle; Oakes, Joanne; Schulz, Kai Georg; Eyre, Bradley D (2026): Light and tidal inundation and exposure regulate the sensitivity of estuarine benthic greenhouse gas fluxes to warming and ocean acidification. Limnology and Oceanography, 71(4), e70362, https://doi.org/10.1002/lno.70362
Source:
Simone, Michelle (2026): Data: Light and tidal inundation and exposure regulate the sensitivity of estuarine benthic greenhouse gas fluxes to warming and ocean acidification [dataset]. Zenodo, https://doi.org/10.5281/ZENODO.15851434
References:
Nisumaa, Anne-Marin; Pesant, Stephane; Bellerby, Richard G J; Delille, Bruno; Middelburg, Jack J; Orr, James C; Riebesell, Ulf; Tyrrell, Toby; Wolf-Gladrow, Dieter A; Gattuso, Jean-Pierre (2010): EPOCA/EUR-OCEANS data compilation on the biological and biogeochemical responses to ocean acidification. Earth System Science Data, 2(2), 167-175, https://doi.org/10.5194/essd-2-167-2010
Yang, Yan; Brockmann, Patrick; Galdino, Carolina; Schindler, Uwe; Gazeau, Frédéric (2024): An update of data compilation on the biological response to ocean acidification and overview of the OA-ICC data portal. Earth System Science Data, 16(8), 3771-3780, https://doi.org/10.5194/essd-16-3771-2024
Yang, Yan; Hansson, L; Gattuso, Jean-Pierre (2016): Data compilation on the biological response to ocean acidification: an update. Earth System Science Data, 8(1), 79-87, https://doi.org/10.5194/essd-8-79-2016
Related code / software:
Gattuso, Jean-Pierre; Epitalon, Jean-Marie; Lavigne, Héloïse; Orr, James; Gentili, Bernard; Hagens, Mathilde; Hofmann, Andreas; Mueller, Jens-Daniel; Proye, Aurélien; Rae, James; Soetaert, Karline (2024): seacarb: seawater carbonate chemistry with R. R package version 3.3.3. https://cran.r-project.org/web/packages/seacarb/index.html
Coverage:
Latitude: -29.403500 * Longitude: 153.324000
Event(s):
Clarence_River_Estuary * Latitude: -29.403500 * Longitude: 153.324000
Parameter(s):
#NameShort NameUnitPrincipal InvestigatorMethod/DeviceComment
Type of studyStudy typeSimone, Michelle N
TreatmentTreatSimone, Michelle N
SalinitySalSimone, Michelle N
Temperature, waterTemp°CSimone, Michelle N
Respiration rate, oxygenResp O2mmol/m2/hSimone, Michelle N
Net primary production of oxygenNPP O2mmol/m2/hSimone, Michelle N
Methane, fluxCH4 fluxµmol/m2/hSimone, Michelle NLight Inundated
Methane, fluxCH4 fluxµmol/m2/hSimone, Michelle NDark Inundated
Methane, fluxCH4 fluxµmol/m2/hSimone, Michelle NLight Exposed
10 Methane, fluxCH4 fluxµmol/m2/hSimone, Michelle NDark Exposed
11 Nitrous oxide, fluxN2O fluxnmol/m2/hSimone, Michelle NLight Inundated
12 Nitrous oxide, fluxN2O fluxnmol/m2/hSimone, Michelle NDark Inundated
13 Nitrous oxide, fluxN2O fluxnmol/m2/hSimone, Michelle NLight Exposed
14 Nitrous oxide, fluxN2O fluxnmol/m2/hSimone, Michelle NDark Exposed
15 Carbon dioxide, fluxCO2 fluxµmol/m2/hSimone, Michelle NLight Inundated
16 Carbon dioxide, fluxCO2 fluxµmol/m2/hSimone, Michelle NDark Inundated
17 Carbon dioxide, fluxCO2 fluxµmol/m2/hSimone, Michelle NLight Exposed
18 Carbon dioxide, fluxCO2 fluxµmol/m2/hSimone, Michelle NDark Exposed
19 Temperature, waterTemp°CSimone, Michelle N
20 Temperature, water, standard deviationTemp std dev±Simone, Michelle N
21 pH, total scalepHTSimone, Michelle NCalculated using CO2SYS
22 pH, standard deviationpH std dev±Simone, Michelle NCalculated using CO2SYStotal scale
23 Partial pressure of carbon dioxide (water) at sea surface temperature (wet air)pCO2water_SST_wetµatmSimone, Michelle NCalculated using CO2SYS
24 Partial pressure of carbon dioxide, standard deviationpCO2 std dev±Simone, Michelle NCalculated using CO2SYS
25 Bicarbonate ion[HCO3]-µmol/kgSimone, Michelle NCalculated using CO2SYS
26 Bicarbonate ion, standard deviation[HCO3]- std dev±Simone, Michelle NCalculated using CO2SYS
27 Carbonate ion[CO3]2-µmol/kgSimone, Michelle NCalculated using CO2SYS
28 Carbonate ion, standard deviation[CO3]2- std dev±Simone, Michelle NCalculated using CO2SYS
29 Alkalinity, totalATµmol/kgSimone, Michelle N
30 Alkalinity, total, standard deviationAT std dev±Simone, Michelle N
31 Carbon, inorganic, dissolvedDICµmol/kgSimone, Michelle N
32 Carbon, inorganic, dissolved, standard deviationDIC std dev±Simone, Michelle N
33 Carbonate system computation flagCSC flagYang, YanCalculated using seacarb after Nisumaa et al. (2010)
34 pH, total scalepHTYang, YanCalculated using seacarb after Nisumaa et al. (2010)
35 pH, standard deviationpH std dev±Yang, YanCalculated using seacarb after Nisumaa et al. (2010)total scale
36 Carbon dioxideCO2µmol/kgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
37 Carbon dioxide, standard deviationCO2 std dev±Yang, YanCalculated using seacarb after Orr et al. (2018)
38 Fugacity of carbon dioxide (water) at sea surface temperature (wet air)fCO2water_SST_wetµatmYang, YanCalculated using seacarb after Nisumaa et al. (2010)
39 Fugacity of carbon dioxide in seawater, standard deviationfCO2 std dev±Yang, YanCalculated using seacarb after Orr et al. (2018)
40 Partial pressure of carbon dioxide (water) at sea surface temperature (wet air)pCO2water_SST_wetµatmYang, YanCalculated using seacarb after Nisumaa et al. (2010)
41 Partial pressure of carbon dioxide, standard deviationpCO2 std dev±Yang, YanCalculated using seacarb after Orr et al. (2018)
42 Bicarbonate ion[HCO3]-µmol/kgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
43 Bicarbonate ion, standard deviation[HCO3]- std dev±Yang, YanCalculated using seacarb after Orr et al. (2018)
44 Carbonate ion[CO3]2-µmol/kgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
45 Carbonate ion, standard deviation[CO3]2- std dev±Yang, YanCalculated using seacarb after Orr et al. (2018)
46 Aragonite saturation stateOmega ArgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
47 Aragonite saturation state, standard deviationOmega Arg std dev±Yang, YanCalculated using seacarb after Orr et al. (2018)
48 Calcite saturation stateOmega CalYang, YanCalculated using seacarb after Nisumaa et al. (2010)
49 Calcite saturation state, standard deviationOmega Cal std dev±Yang, YanCalculated using seacarb after Orr et al. (2018)
Status:
Curation Level: Enhanced curation (CurationLevelC)
Size:
784 data points

Data

Download dataset as tab-delimited text — use the following character encoding:


Study type

Treat

Sal

Temp [°C]

Resp O2 [mmol/m2/h]

NPP O2 [mmol/m2/h]

CH4 flux [µmol/m2/h]
(Light Inundated)

CH4 flux [µmol/m2/h]
(Dark Inundated)

CH4 flux [µmol/m2/h]
(Light Exposed)
10 
CH4 flux [µmol/m2/h]
(Dark Exposed)
11 
N2O flux [nmol/m2/h]
(Light Inundated)
12 
N2O flux [nmol/m2/h]
(Dark Inundated)
13 
N2O flux [nmol/m2/h]
(Light Exposed)
14 
N2O flux [nmol/m2/h]
(Dark Exposed)
15 
CO2 flux [µmol/m2/h]
(Light Inundated)
16 
CO2 flux [µmol/m2/h]
(Dark Inundated)
17 
CO2 flux [µmol/m2/h]
(Light Exposed)
18 
CO2 flux [µmol/m2/h]
(Dark Exposed)
19 
Temp [°C]
20 
Temp std dev [±]
21 
pHT
(Calculated using CO2SYS)
22 
pH std dev [±]
(total scale, Calculated using...)
23 
pCO2water_SST_wet [µatm]
(Calculated using CO2SYS)
24 
pCO2 std dev [±]
(Calculated using CO2SYS)
25 
[HCO3]- [µmol/kg]
(Calculated using CO2SYS)
26 
[HCO3]- std dev [±]
(Calculated using CO2SYS)
27 
[CO3]2- [µmol/kg]
(Calculated using CO2SYS)
28 
[CO3]2- std dev [±]
(Calculated using CO2SYS)
29 
AT [µmol/kg]
30 
AT std dev [±]
31 
DIC [µmol/kg]
32 
DIC std dev [±]
33 
CSC flag
(Calculated using seacarb afte...)
34 
pHT
(Calculated using seacarb afte...)
35 
pH std dev [±]
(total scale, Calculated using...)
36 
CO2 [µmol/kg]
(Calculated using seacarb afte...)
37 
CO2 std dev [±]
(Calculated using seacarb afte...)
38 
fCO2water_SST_wet [µatm]
(Calculated using seacarb afte...)
39 
fCO2 std dev [±]
(Calculated using seacarb afte...)
40 
pCO2water_SST_wet [µatm]
(Calculated using seacarb afte...)
41 
pCO2 std dev [±]
(Calculated using seacarb afte...)
42 
[HCO3]- [µmol/kg]
(Calculated using seacarb afte...)
43 
[HCO3]- std dev [±]
(Calculated using seacarb afte...)
44 
[CO3]2- [µmol/kg]
(Calculated using seacarb afte...)
45 
[CO3]2- std dev [±]
(Calculated using seacarb afte...)
46 
Omega Arg
(Calculated using seacarb afte...)
47 
Omega Arg std dev [±]
(Calculated using seacarb afte...)
48 
Omega Cal
(Calculated using seacarb afte...)
49 
Omega Cal std dev [±]
(Calculated using seacarb afte...)
laboratoryControl32.98323-0.6429590.192697-0.059260-0.0919990.5191830.756880-209.46487.410-8.09181.794-838.388684.696-236.810764.60322.960.398.010.00444.741.661841.640.52180.820.572283.600.852035.870.76158.010.0113.390.40442.6014.87444.0614.911841.822.83180.672.432.880.144.410.21
laboratoryControl32.98323-0.5901010.361396-0.431467-0.0992910.1448680.928183-135.29948.628-14.39774.695-297.445924.509-705.207659.12222.960.398.010.00444.741.661841.640.52180.820.572283.600.852035.870.76158.010.0113.390.40442.6014.87444.0614.911841.822.83180.672.432.880.144.410.21
laboratoryControl32.98323-0.9634640.264649-0.223837-0.1231510.0683010.662020-43.44660.780-37.34252.825-139.238377.474-382.679574.36922.960.398.010.00444.741.661841.640.52180.820.572283.600.852035.870.76158.010.0113.390.40442.6014.87444.0614.911841.822.83180.672.432.880.144.410.21
laboratoryControl32.98323-0.8447600.2255720.001074-0.0582900.5811300.985414-6.288103.37634.82756.401-224.255753.380-441.5651345.90522.960.398.010.00444.741.661841.640.52180.820.572283.600.852035.870.76158.010.0113.390.40442.6014.87444.0614.911841.822.83180.672.432.880.144.410.21
laboratoryHigh CO?32.98323-0.8385750.5064610.007802-0.3095570.1000220.6054683.100117.73634.23539.643-339.817524.034-312.386262.64222.960.627.700.011001.7128.352031.421.7497.722.602270.204.532159.334.30157.700.0230.151.46996.8453.361000.1153.522031.586.3897.603.831.550.092.380.14
laboratoryHigh CO?32.98323-0.6753230.434435-0.061361-0.2525770.2143130.6420962.09633.36415.55829.012-861.555835.714-951.940247.62022.960.627.700.011001.7128.352031.421.7497.722.602270.204.532159.334.30157.700.0230.151.46996.8453.361000.1153.522031.586.3897.603.831.550.092.380.14
laboratoryHigh CO?32.98323-0.6250000.629672-0.019184-0.2143380.1391490.616786101.82927.857-10.72834.130-951.941266.269-591.8911031.18822.960.627.700.011001.7128.352031.421.7497.722.602270.204.532159.334.30157.700.0230.151.46996.8453.361000.1153.522031.586.3897.603.831.550.092.380.14
laboratoryHigh CO?32.98323-0.4434180.632265-0.021520-0.2666370.4711840.438080184.16930.65521.87343.523-539.957790.479-652.447256.71722.960.627.700.011001.7128.352031.421.7497.722.602270.204.532159.334.30157.700.0230.151.46996.8453.361000.1153.522031.586.3897.603.831.550.092.380.14
laboratoryHigh T32.98326-2.023459-0.2413330.1493440.2078380.9204561.318225141.592153.66946.56254.496680.5511073.577-385.469958.14426.160.157.970.01500.837.221842.002.04183.792.242290.053.322039.702.96157.970.0113.910.50499.0818.16500.6618.221842.035.66183.763.742.970.154.510.23
laboratoryHigh T32.98326-1.027536-0.0924830.2285800.0507910.6342070.904861196.006231.310-30.167-5.41235.799778.027377.2781040.44426.160.157.970.01500.837.221842.002.04183.792.242290.053.322039.702.96157.970.0113.910.50499.0818.16500.6618.221842.035.66183.763.742.970.154.510.23
laboratoryHigh T32.98326-2.061472-0.2327320.184662-0.0448570.2508071.096748218.42068.49346.30568.601264.145873.808-342.961800.73726.160.157.970.01500.837.221842.002.04183.792.242290.053.322039.702.96157.970.0113.910.50499.0818.16500.6618.221842.035.66183.763.742.970.154.510.23
laboratoryHigh T32.98326-1.132799-0.0464870.1875290.0529840.4071000.653109204.073151.15720.90039.229326.832712.791-117.051659.69426.160.157.970.01500.837.221842.002.04183.792.242290.053.322039.702.96157.970.0113.910.50499.0818.16500.6618.221842.035.66183.763.742.970.154.510.23
laboratory"High CO?, high T"32.98326-0.9900410.3540830.065054-0.0500670.3110750.52488370.55035.418-48.21116.920-213.373361.014-771.477422.03326.220.187.670.011089.1018.002043.171.11104.271.612296.752.762177.652.61157.670.0130.201.041085.1538.421088.5838.542043.204.29104.252.691.690.092.560.14
laboratory"High CO?, high T"32.98326-0.9627170.4065500.0744250.0603440.0903030.484077114.27021.611-72.43650.284-331.056613.571-875.549450.73626.220.187.670.011089.1018.002043.171.11104.271.612296.752.762177.652.61157.670.0130.201.041085.1538.421088.5838.542043.204.29104.252.691.690.092.560.14
laboratory"High CO?, high T"32.98326-0.9535490.4063360.0110710.1360180.2385250.40586944.50482.106-51.34133.983-384.468470.771-183.327341.95726.220.187.670.011089.1018.002043.171.11104.271.612296.752.762177.652.61157.670.0130.201.041085.1538.421088.5838.542043.204.29104.252.691.690.092.560.14
laboratory"High CO?, high T"32.98326-0.9380210.4576100.183629-0.0901560.4888440.62453246.20055.853-85.79933.729-484.135237.500-610.118404.90926.220.187.670.011089.1018.002043.171.11104.271.612296.752.762177.652.61157.670.0130.201.041085.1538.421088.5838.542043.204.29104.252.691.690.092.560.14