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Pistevos, Jennifer C A; Calosi, Piero; Widdicombe, Stephen; Bishop, John D D (2011): Seawater carbonate chemistry and Celleporella hyalina biological processes during experiments, 2011 [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.758700, Supplement to: Pistevos, JCA et al. (2011): Will variation among genetic individuals influence species responses to global climate change? Oikos, 120(5), 675-689, https://doi.org/10.1111/j.1600-0706.2010.19470.x

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Abstract:
Increased anthropogenic CO2 emissions in the last two centuries have lead to rising sea surface temperature and falling ocean pH, and it is predicted that current global trends will worsen over the next few decades. There is limited understanding of how genetic variation among individuals will influence the responses of populations and species to these changes. A microcosm system was set up to study the effects of predicted temperature and CO2 levels on the bryozoan Celleporella hyalina. In this marine species, colonies grow by the addition of male, female and feeding modular individuals (zooids) and can be physically subdivided to produce a clone of genetically identical colonies. We studied colony growth rate (the addition of zooids), reproductive investment (the ratio of sexual to feeding zooids) and sex ratio (male to female zooids) in four genetically distinct clonal lines. There was a significant effect of clone on growth rate, reproductive investment and sex ratio, with clones showing contrasting responses to the various temperature and pH combinations. Overall, decreasing pH and increasing temperature caused reduction of growth, and eventual cessation of growth was often observed at the highest temperature, especially during the latter half of the 15-day trials. Reproductive investment increased with increasing temperature and decreasing pH, varying more widely with temperature at the lowest pH. The increased production of males, a general stress response of the bryozoan, was seen upon exposure to reduced pH, but was not expressed at the highest temperature tested, presumably due to the frequent cessation of growth. Further to the significant effect of pH on the measured whole-colony parameters, observation by scanning electron microscopy revealed surface pitting of the calcified exoskeleton in colonies that were exposed to increased acidity. Studying ecologically relevant processes of growth and reproduction, we demonstrate the existence of relevant levels of variation among genetic individuals which may enable future adaptation via non-mutational natural selection to falling pH and rising temperature.
Keyword(s):
Animalia; Benthic animals; Benthos; Bottles or small containers/Aquaria (<20 L); Bryozoa; Celleporella hyalina; Coast and continental shelf; Growth/Morphology; Laboratory experiment; North Atlantic; Reproduction; Single species; Temperature
Funding:
Seventh Framework Programme (FP7), grant/award no. 211384: European Project on Ocean Acidification
Sixth Framework Programme (FP6), grant/award no. 511106: European network of excellence for Ocean Ecosystems Analysis
Comment:
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).
Parameter(s):
#NameShort NameUnitPrincipal InvestigatorMethod/DeviceComment
Experimental treatmentExp treatPistevos, Jennifer C A
SalinitySalPistevos, Jennifer C A
Salinity, standard errorSal std e±Pistevos, Jennifer C A
Temperature, waterTemp°CPistevos, Jennifer C A
Temperature, water, standard errorT std e±Pistevos, Jennifer C A
pHpHPistevos, Jennifer C ApH meter (Mettler Toledo, USA)NBS scale
Phenolics, all, standard errorPh std e±Pistevos, Jennifer C A
Carbon, inorganic, dissolvedDICµmol/kgPistevos, Jennifer C ACO2 analyser
Carbon, inorganic, dissolved, standard errorDIC std e±Pistevos, Jennifer C A
10 Partial pressure of carbon dioxide (water) at sea surface temperature (wet air)pCO2water_SST_wetµatmPistevos, Jennifer C ACalculated using CO2SYS
11 Partial pressure of carbon dioxide (water) at sea surface temperature (wet air), standard errorpCO2water_SST_wet std e±Pistevos, Jennifer C A
12 Alkalinity, totalATµmol/kgPistevos, Jennifer C ACalculated using CO2SYS
13 Alkalinity, total, standard errorAT std e±Pistevos, Jennifer C A
14 Calcite saturation stateOmega CalPistevos, Jennifer C ACalculated using CO2SYS
15 Calcite saturation state, standard deviationOmega Cal std dev±Pistevos, Jennifer C A
16 Aragonite saturation stateOmega ArgPistevos, Jennifer C ACalculated using CO2SYS
17 Aragonite saturation state, standard deviationOmega Arg std dev±Pistevos, Jennifer C A
18 Bicarbonate ion[HCO3]-µmol/kgPistevos, Jennifer C ACalculated using CO2SYS
19 Bicarbonate ion, standard error[HCO3]- std e±Pistevos, Jennifer C A
20 Carbonate ion[CO3]2-µmol/kgPistevos, Jennifer C ACalculated using CO2SYS
21 Carbonate ion, standard error[CO3]2- std e±Pistevos, Jennifer C A
22 Growth rateµ#/dayPistevos, Jennifer C ACalculated, see reference(s)
23 Growth rate, standard errorµ std e±Pistevos, Jennifer C A
24 Growth efficencyGrowth effiPistevos, Jennifer C ACalculated, see reference(s)
25 Growth efficency, standard errorGrowth effi std e±Pistevos, Jennifer C A
26 Celleporella hyalina, colony conditionC. hyalina colony condPistevos, Jennifer C ACalculated, see reference(s)Day 1
27 Celleporella hyalina, colony condition, standard errorC. hyalina colony cond std e±Pistevos, Jennifer C ADay 1
28 Celleporella hyalina, colony conditionC. hyalina colony condPistevos, Jennifer C ACalculated, see reference(s)Day 8
29 Celleporella hyalina, colony condition, standard errorC. hyalina colony cond std e±Pistevos, Jennifer C ADay 8
30 Celleporella hyalina, colony conditionC. hyalina colony condPistevos, Jennifer C ACalculated, see reference(s)Day 15
31 Celleporella hyalina, colony condition, standard errorC. hyalina colony cond std e±Pistevos, Jennifer C ADay 15
32 Celleporella hyalina, reproductive investmentC. hyalina reprod investPistevos, Jennifer C ACalculated, see reference(s)
33 Celleporella hyalina, reproductive investment, standard errorC. hyalina reprod invest std e±Pistevos, Jennifer C A
34 Celleporella hyalina, gender allocationC. hyalina genderPistevos, Jennifer C ACalculated, see reference(s)
35 Celleporella hyalina, gender allocation, standard errorC. hyalina gender std e±Pistevos, Jennifer C A
36 Carbonate system computation flagCSC flagNisumaa, Anne-MarinCalculated using seacarb after Nisumaa et al. (2010)
37 pHpHNisumaa, Anne-MarinCalculated using seacarb after Nisumaa et al. (2010)Total scale
38 Carbon dioxideCO2µmol/kgNisumaa, Anne-MarinCalculated using seacarb after Nisumaa et al. (2010)
39 Partial pressure of carbon dioxide (water) at sea surface temperature (wet air)pCO2water_SST_wetµatmNisumaa, Anne-MarinCalculated using seacarb after Nisumaa et al. (2010)
40 Fugacity of carbon dioxide (water) at sea surface temperature (wet air)fCO2water_SST_wetµatmNisumaa, Anne-MarinCalculated using seacarb after Nisumaa et al. (2010)
41 Bicarbonate ion[HCO3]-µmol/kgNisumaa, Anne-MarinCalculated using seacarb after Nisumaa et al. (2010)
42 Carbonate ion[CO3]2-µmol/kgNisumaa, Anne-MarinCalculated using seacarb after Nisumaa et al. (2010)
43 Aragonite saturation stateOmega ArgNisumaa, Anne-MarinCalculated using seacarb after Nisumaa et al. (2010)
44 Calcite saturation stateOmega CalNisumaa, Anne-MarinCalculated using seacarb after Nisumaa et al. (2010)
Status:
Curation Level: Enhanced curation (CurationLevelC)
Size:
1584 data points

Data

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


Exp treat

Sal

Sal std e [±]

Temp [°C]

T std e [±]

pH
(NBS scale, pH meter (Mettler ...)

Ph std e [±]

DIC [µmol/kg]
(CO2 analyser)

DIC std e [±]
10 
pCO2water_SST_wet [µatm]
(Calculated using CO2SYS)
11 
pCO2water_SST_wet std e [±]
12 
AT [µmol/kg]
(Calculated using CO2SYS)
13 
AT std e [±]
14 
Omega Cal
(Calculated using CO2SYS)
15 
Omega Cal std dev [±]
16 
Omega Arg
(Calculated using CO2SYS)
17 
Omega Arg std dev [±]
18 
[HCO3]- [µmol/kg]
(Calculated using CO2SYS)
19 
[HCO3]- std e [±]
20 
[CO3]2- [µmol/kg]
(Calculated using CO2SYS)
21 
[CO3]2- std e [±]
22 
µ [#/day]
(Calculated, see reference(s))
23 
µ std e [±]
24 
Growth effi
(Calculated, see reference(s))
25 
Growth effi std e [±]
26 
C. hyalina colony cond
(Day 1, Calculated, see refere...)
27 
C. hyalina colony cond std e [±]
(Day 1)
28 
C. hyalina colony cond
(Day 8, Calculated, see refere...)
29 
C. hyalina colony cond std e [±]
(Day 8)
30 
C. hyalina colony cond
(Day 15, Calculated, see refer...)
31 
C. hyalina colony cond std e [±]
(Day 15)
32 
C. hyalina reprod invest
(Calculated, see reference(s))
33 
C. hyalina reprod invest std e [±]
34 
C. hyalina gender
(Calculated, see reference(s))
35 
C. hyalina gender std e [±]
36 
CSC flag
(Calculated using seacarb afte...)
37 
pH
(Total scale, Calculated using...)
38 
CO2 [µmol/kg]
(Calculated using seacarb afte...)
39 
pCO2water_SST_wet [µatm]
(Calculated using seacarb afte...)
40 
fCO2water_SST_wet [µatm]
(Calculated using seacarb afte...)
41 
[HCO3]- [µmol/kg]
(Calculated using seacarb afte...)
42 
[CO3]2- [µmol/kg]
(Calculated using seacarb afte...)
43 
Omega Arg
(Calculated using seacarb afte...)
44 
Omega Cal
(Calculated using seacarb afte...)
pH=8 T=1534.850.114.970.028.210.002333.415.87401.803.472602.318.04.800.053.070.042117.5013.97200.872.270.030.00181.2840.10440.8310.02730.7760.03000.7570.0034-0.0910.07670.1790.0445268.1014.54388.96387.572119.51199.343.054.75
pH=8 T=1935.170.019.260.028.250.002110.316.41342.095.022419.617.95.290.063.440.041877.1815.02221.812.540.030.00061.5090.27240.8820.02060.7680.01830.8120.0318-0.1390.13330.2000.0944268.1311.04335.25334.121877.93221.313.435.28
pH=8 T=2235.540.122.060.018.340.012771.435.25378.5617.643272.138.99.210.146.020.092373.6931.83386.166.200.000.00090.2190.04920.7760.04020.1730.04200.2640.0264-0.2010.1699-0.3250.2218268.2210.68350.55349.402375.23385.486.029.20
pH=8 T=1534.850.114.970.028.210.002333.415.87401.803.472602.318.04.800.053.070.042117.5013.97200.872.270.040.00221.8100.11340.7630.02010.7340.02030.6390.0030-0.7280.05770.3090.0837268.1014.54388.96387.572119.51199.343.054.75
pH=8 T=1935.170.019.260.028.250.002110.316.41342.095.022419.617.95.290.063.440.041877.1815.02221.812.540.060.00362.4030.17530.7920.03400.7450.03180.6740.0362-0.7510.09530.7170.1145268.1311.04335.25334.121877.93221.313.435.28
pH=8 T=2235.540.122.060.018.340.012771.435.25378.5617.643272.138.99.210.146.020.092373.6931.83386.166.200.000.00090.1370.02100.8690.00490.2920.03000.2160.0143-0.4610.25450.4200.1080268.2210.68350.55349.402375.23385.486.029.20
pH=8 T=1534.850.114.970.028.210.002333.415.87401.803.472602.318.04.800.053.070.042117.5013.97200.872.270.030.00311.6280.01670.7280.03260.6630.03100.5590.0379-0.3540.06420.6170.1103268.1014.54388.96387.572119.51199.343.054.75
pH=8 T=1935.170.019.260.028.250.002110.316.41342.095.022419.617.95.290.063.440.041877.1815.02221.812.540.040.00401.7540.24600.8360.03440.7330.03760.5790.0224-0.3360.05811.2310.1199268.1311.04335.25334.121877.93221.313.435.28
pH=8 T=2235.540.122.060.018.340.012771.435.25378.5617.643272.138.99.210.146.020.092373.6931.83386.166.200.010.00000.2670.05230.7580.06660.4620.02950.1780.0528-0.1870.12070.2390.3099268.2210.68350.55349.402375.23385.486.029.20
pH=8 T=1534.850.114.970.028.210.002333.415.87401.803.472602.318.04.800.053.070.042117.5013.97200.872.270.050.00021.8280.08030.8790.01340.7980.01430.7710.0219-0.7890.07310.3230.0722268.1014.54388.96387.572119.51199.343.054.75
pH=8 T=1935.170.019.260.028.250.002110.316.41342.095.022419.617.95.290.063.440.041877.1815.02221.812.540.050.00451.9310.19810.9440.02240.6850.03310.6990.0206-0.4210.05550.3970.1677268.1311.04335.25334.121877.93221.313.435.28
pH=8 T=2235.540.122.060.018.340.012771.435.25378.5617.643272.138.99.210.146.020.092373.6931.83386.166.200.010.00090.2630.03620.7900.02150.4640.02820.2280.0143-0.3150.19500.0800.1073268.2210.68350.55349.402375.23385.486.029.20
pH=7.6 T=1534.980.814.900.027.610.013301.140.192367.4042.323312.040.91.790.041.150.033137.4638.2574.991.610.020.00151.1200.10200.7220.04500.7090.03450.4750.0465-0.1200.08600.4260.1920267.5086.852319.622311.343140.8973.371.121.75
pH=7.6 T=1935.130.019.260.027.620.002441.414.521788.0520.212474.714.51.540.021.000.012318.0613.7864.410.690.030.00271.3160.13860.9190.02280.6380.04560.7160.02730.0130.11180.1800.0970267.5058.321770.071764.092319.1963.880.991.52
pH=7.6 T=2235.200.122.060.017.680.013347.539.432198.8033.273426.040.62.670.051.750.033168.7837.22111.652.000.010.00180.2300.04700.7720.03130.3080.02950.1980.03580.0040.03090.4860.1632267.5566.002163.122156.063170.93110.571.732.65
pH=7.6 T=1534.980.814.900.027.610.013301.140.192367.4042.323312.040.91.790.041.150.033137.4638.2574.991.610.040.00311.5880.21380.8840.02280.7240.03620.5590.0121-0.5130.06440.5210.1851267.5086.852319.622311.343140.8973.371.121.75
pH=7.6 T=1935.130.019.260.027.620.002441.414.521788.0520.212474.714.51.540.021.000.012318.0613.7864.410.690.060.00312.1760.06890.7750.02820.6650.02910.6720.0340-0.6950.09620.6710.1377267.5058.321770.071764.092319.1963.880.991.52
pH=7.6 T=2235.200.122.060.017.680.013347.539.432198.8033.273426.040.62.670.051.750.033168.7837.22111.652.000.010.00090.1860.02100.9070.01070.2930.03130.2390.0228-0.2870.14270.1450.2236267.5566.002163.122156.063170.93110.571.732.65
pH=7.6 T=1534.980.814.900.027.610.013301.140.192367.4042.323312.040.91.790.041.150.033137.4638.2574.991.610.030.00542.0090.33410.7000.07740.6450.04430.3910.04830.0200.13511.0310.1127267.5086.852319.622311.343140.8973.371.121.75
pH=7.6 T=1935.130.019.260.027.620.002441.414.521788.0520.212474.714.51.540.021.000.012318.0613.7864.410.690.040.00271.9100.06080.9060.02370.7300.01790.6060.0067-0.1630.07691.3450.1064267.5058.321770.071764.092319.1963.880.991.52
pH=7.6 T=2235.200.122.060.017.680.013347.539.432198.8033.273426.040.62.670.051.750.033168.7837.22111.652.000.000.00090.3710.07330.7060.02550.2970.03040.1970.0309-0.0140.23450.7480.1123267.5566.002163.122156.063170.93110.571.732.65
pH=7.6 T=1534.980.814.900.027.610.013301.140.192367.4042.323312.040.91.790.041.150.033137.4638.2574.991.610.040.00130.4350.14310.8560.02910.7600.02500.5730.0783-0.6450.11140.7200.1574267.5086.852319.622311.343140.8973.371.121.75
pH=7.6 T=1935.130.019.260.027.620.002441.414.521788.0520.212474.714.51.540.021.000.012318.0613.7864.410.690.070.00402.8930.36980.8740.02410.8530.01300.8410.0058-0.4950.08320.8180.2053267.5058.321770.071764.092319.1963.880.991.52
pH=7.6 T=2235.200.122.060.017.680.013347.539.432198.8033.273426.040.62.670.051.750.033168.7837.22111.652.000.010.00180.2330.05500.9140.02330.4750.02100.2130.0161-0.2500.18380.2450.2375267.5566.002163.122156.063170.93110.571.732.65
pH=7.3 T=1534.210.115.840.017.320.013134.723.294393.6673.193023.322.00.870.010.560.012938.0021.6136.240.550.040.00311.7480.18110.8150.03620.7060.04020.7670.0246-0.1420.01410.3080.1234267.20159.134353.004337.652940.4235.190.540.84
pH=7.3 T=1934.280.119.450.037.410.013072.121.573795.0577.853014.820.51.210.030.780.022896.8320.0350.271.420.030.00361.5480.14530.7620.01120.5390.05140.5530.0657-0.4590.13330.4670.0792267.28121.513690.453678.012903.0247.580.741.14
pH=7.3 T=2234.870.022.400.027.410.002534.211.873087.5233.312505.311.61.100.010.720.012395.1411.7945.600.570.010.00270.2900.06890.8840.03530.2390.05770.1840.03670.4210.25490.6530.1810267.2892.673059.533049.592396.4945.010.711.08
pH=7.3 T=1534.210.115.840.017.320.013134.723.294393.6673.193023.322.00.870.010.560.012938.0021.6136.240.550.030.00221.4960.06130.7280.03490.5130.03310.4050.0072-0.4440.08360.4680.1149267.20159.134353.004337.652940.4235.190.540.84
pH=7.3 T=1934.280.119.450.037.410.013072.121.573795.0577.853014.820.51.210.030.780.022896.8320.0350.271.420.020.00130.8640.07200.7560.03530.3150.03090.2290.02860.0200.15400.8420.0795267.28121.513690.453678.012903.0247.580.741.14
pH=7.3 T=2234.870.022.400.027.410.002534.211.873087.5233.312505.311.61.100.010.720.012395.1411.7945.600.570.010.00090.2010.03220.6980.01790.2690.01390.2180.03580.0830.14530.4040.1619267.2892.673059.533049.592396.4945.010.711.08
pH=7.3 T=1534.210.115.840.017.320.013134.723.294393.6673.193023.322.00.870.010.560.012938.0021.6136.240.550.030.00071.8110.23300.5740.02240.6130.02370.3340.0068-0.0510.10551.2320.1279267.20159.134353.004337.652940.4235.190.540.84
pH=7.3 T=1934.280.119.450.037.410.013072.121.573795.0577.853014.820.51.210.030.780.022896.8320.0350.271.420.020.00310.8460.12340.5510.02730.3350.03580.2020.00690.1890.18510.9200.1346267.28121.513690.453678.012903.0247.580.741.14
pH=7.3 T=2234.870.022.400.027.410.002534.211.873087.5233.312505.311.61.100.010.720.012395.1411.7945.600.570.020.00220.4830.06710.8700.04290.4400.02500.2930.03620.4500.28930.7990.1713267.2892.673059.533049.592396.4945.010.711.08
pH=7.3 T=1534.210.115.840.017.320.013134.723.294393.6673.193023.322.00.870.010.560.012938.0021.6136.240.550.020.00040.8950.40030.8390.01970.5350.05460.5180.1114-0.2030.17930.5110.2370267.20159.134353.004337.652940.4235.190.540.84
pH=7.3 T=1934.280.119.450.037.410.013072.121.573795.0577.853014.820.51.210.030.780.022896.8320.0350.271.420.020.00360.6610.13010.8460.02190.4450.04520.2990.0716-0.3440.15160.2470.1713267.28121.513690.453678.012903.0247.580.741.14
pH=7.3 T=2234.870.022.400.027.410.002534.211.873087.5233.312505.311.61.100.010.720.012395.1411.7945.600.570.020.00800.5990.06660.8550.01830.6030.04650.4560.0662-0.3090.19100.5120.1637267.2892.673059.533049.592396.4945.010.711.08