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Carey, Nicholas; Harianto, Januar; Byrne, Maria (2016): Sea urchins in a high CO2 world: partitioned effects of body-size, ocean warming and acidification on metabolic rate [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.860079, Supplement to: Carey, N et al. (2016): Sea urchins in a high-CO2 world: partitioned effects of body size, ocean warming and acidification on metabolic rate. Journal of Experimental Biology, 219(8), 1178-1186, https://doi.org/10.1242/jeb.136101

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Abstract:
Body-size and temperature are the major factors explaining metabolic rate, and the additional factor of pH is a major driver at the biochemical level. These three factors have frequently been found to interact, complicating the formulation of broad models predicting metabolic rates and hence ecological functioning. In this first study of the effects of warming and ocean acidification, and their potential interaction, on metabolic rate across a broad body-size range (two-to-three orders of magnitude difference in body mass) we addressed the impact of climate change on the sea urchin Heliocidaris erythrogramma in context with climate projections for east Australia, an ocean warming hotspot. Urchins were gradually introduced to two temperatures (18 and 23 °C) and two pH (7.5 and 8.0), and maintained for two months. That a new physiological steady-state had been reached, otherwise know as acclimation, was validated through identical experimental trials separated by several weeks. The relationship between body-size, temperature and acidification on the metabolic rate of H. erythrogramma was strikingly stable. Both stressors caused increases in metabolic rate; 20% for temperature and 19% for pH. Combined effects were additive; a 44% increase in metabolism. Body-size had a highly stable relationship with metabolic rate regardless of temperature or pH. None of these diverse drivers of metabolism interacted or modulated the effects of the others, highlighting the partitioned nature of how each influences metabolic rate, and the importance of achieving a full acclimation state. Despite these increases in energetic demand there was very limited capacity for compensatory modulating of feeding rate; food consumption increased only in the very smallest specimens, and only in response to temperature, and not pH. Our data show that warming, acidification and body-size all substantially affect metabolism and are highly consistent and partitioned in their effects, and for H. erythrogramma near-future climate change will incur a substantial energetic cost.
Keyword(s):
Animalia; Behaviour; Benthic animals; Benthos; Bottles or small containers/Aquaria (<20 L); Coast and continental shelf; Echinodermata; Growth/Morphology; Heliocidaris erythrogramma; Laboratory experiment; Respiration; Single species; South Pacific; Temperate; Temperature
Further details:
Gattuso, Jean-Pierre; Epitalon, Jean-Marie; Lavigne, Héloïse (2015): seacarb: seawater carbonate chemistry with R. R package version 3.0.8. https://cran.r-project.org/package=seacarb
Coverage:
Latitude: -33.966670 * Longitude: 151.250000
Date/Time Start: 2014-06-01T00:00:00 * Date/Time End: 2014-06-30T00:00:00
Event(s):
Little_Bay * Latitude: -33.966670 * Longitude: 151.250000 * Date/Time Start: 2014-06-01T00:00:00 * Date/Time End: 2014-06-30T00:00:00 * Method/Device: Experiment (EXP)
Comment:
In order to allow full comparability with other ocean acidification data sets, the R package seacarb (Gattuso et al, 2015) 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 is 2016-04-29.
Parameter(s):
#NameShort NameUnitPrincipal InvestigatorMethod/DeviceComment
TypeTypeCarey, Nicholasstudy
SpeciesSpeciesCarey, Nicholas
Registration number of speciesReg spec noCarey, Nicholas
Uniform resource locator/link to referenceURL refCarey, NicholasWoRMS Aphia ID
IdentificationIDCarey, Nicholasspecimen
TreatmentTreatCarey, Nicholas
DiameterØmmCarey, Nicholas
Ash free dry massafdmgCarey, Nicholas
Respiration rate, oxygenResp O2mg/hCarey, Nicholas
10 Respiration rate, oxygenResp O2µg/mg/hCarey, Nicholasmass-specific
11 Feeding rateFeed rateg/dayCarey, Nicholas
12 Temperature, waterTemp°CCarey, Nicholas
13 Temperature, water, standard deviationTemp std dev±Carey, Nicholas
14 pHpHCarey, NicholasSpectrophotometrictotal scale
15 pH, standard deviationpH std dev±Carey, NicholasSpectrophotometrictotal scale
16 SalinitySalCarey, Nicholas
17 Alkalinity, totalATµmol/kgCarey, NicholasPotentiometric titration
18 Alkalinity, total, standard deviationAT std dev±Carey, NicholasPotentiometric titration
19 Partial pressure of carbon dioxide (water) at sea surface temperature (wet air)pCO2water_SST_wetµatmCarey, NicholasCalculated using CO2calc
20 Partial pressure of carbon dioxide, standard deviationpCO2 std dev±Carey, NicholasCalculated using CO2calc
21 Carbon, inorganic, dissolvedDICµmol/kgCarey, NicholasCalculated using CO2calc
22 Carbon, inorganic, dissolved, standard deviationDIC std dev±Carey, NicholasCalculated using CO2calc
23 Calcite saturation stateOmega CalCarey, NicholasCalculated using CO2calc
24 Calcite saturation state, standard deviationOmega Cal std dev±Carey, NicholasCalculated using CO2calc
25 Aragonite saturation stateOmega ArgCarey, NicholasCalculated using CO2calc
26 Aragonite saturation state, standard deviationOmega Arg std dev±Carey, NicholasCalculated using CO2calc
27 Carbonate system computation flagCSC flagYang, YanCalculated using seacarb after Nisumaa et al. (2010)
28 Carbon dioxideCO2µmol/kgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
29 Fugacity of carbon dioxide (water) at sea surface temperature (wet air)fCO2water_SST_wetµatmYang, YanCalculated using seacarb after Nisumaa et al. (2010)
30 Partial pressure of carbon dioxide (water) at sea surface temperature (wet air)pCO2water_SST_wetµatmYang, YanCalculated using seacarb after Nisumaa et al. (2010)
31 Bicarbonate ion[HCO3]-µmol/kgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
32 Carbonate ion[CO3]2-µmol/kgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
33 Carbon, inorganic, dissolvedDICµmol/kgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
34 Aragonite saturation stateOmega ArgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
35 Calcite saturation stateOmega CalYang, YanCalculated using seacarb after Nisumaa et al. (2010)
Status:
Curation Level: Enhanced curation (CurationLevelC)
Size:
3279 data points

Data

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


Type
(study)

Species

Reg spec no

URL ref
(WoRMS Aphia ID)

ID
(specimen)

Treat

Ø [mm]

afdm [g]

Resp O2 [mg/h]
10 
Resp O2 [µg/mg/h]
(mass-specific)
11 
Feed rate [g/day]
12 
Temp [°C]
13 
Temp std dev [±]
14 
pH
(total scale, Spectrophotometric)
15 
pH std dev [±]
(total scale, Spectrophotometric)
16 
Sal
17 
AT [µmol/kg]
(Potentiometric titration)
18 
AT std dev [±]
(Potentiometric titration)
19 
pCO2water_SST_wet [µatm]
(Calculated using CO2calc)
20 
pCO2 std dev [±]
(Calculated using CO2calc)
21 
DIC [µmol/kg]
(Calculated using CO2calc)
22 
DIC std dev [±]
(Calculated using CO2calc)
23 
Omega Cal
(Calculated using CO2calc)
24 
Omega Cal std dev [±]
(Calculated using CO2calc)
25 
Omega Arg
(Calculated using CO2calc)
26 
Omega Arg std dev [±]
(Calculated using CO2calc)
27 
CSC flag
(Calculated using seacarb afte...)
28 
CO2 [µmol/kg]
(Calculated using seacarb afte...)
29 
fCO2water_SST_wet [µatm]
(Calculated using seacarb afte...)
30 
pCO2water_SST_wet [µatm]
(Calculated using seacarb afte...)
31 
[HCO3]- [µmol/kg]
(Calculated using seacarb afte...)
32 
[CO3]2- [µmol/kg]
(Calculated using seacarb afte...)
33 
DIC [µmol/kg]
(Calculated using seacarb afte...)
34 
Omega Arg
(Calculated using seacarb afte...)
35 
Omega Cal
(Calculated using seacarb afte...)
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLC01Low temperature, Control pH150.07290.14171.94420.339218.00.27.990.0135226264581205133.660.042.370.03815.66456.82458.411882.01153.222050.892.373.66
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLC02Low temperature, Control pH160.08170.14691.79820.410418.00.27.990.0135226264581205133.660.042.370.03815.66456.82458.411882.01153.222050.892.373.66
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLC03Low temperature, Control pH170.08470.17842.10620.447818.00.27.990.0135226264581205133.660.042.370.03815.66456.82458.411882.01153.222050.892.373.66
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLC04Low temperature, Control pH180.13090.18611.42170.470518.00.27.990.0135226264581205133.660.042.370.03815.66456.82458.411882.01153.222050.892.373.66
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLC05Low temperature, Control pH210.17060.26681.56410.489918.00.27.990.0135226264581205133.660.042.370.03815.66456.82458.411882.01153.222050.892.373.66
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLC06Low temperature, Control pH240.25740.34321.33350.696018.00.27.990.0135226264581205133.660.042.370.03815.66456.82458.411882.01153.222050.892.373.66
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLC07Low temperature, Control pH260.30110.32071.06511.353418.00.27.990.0135226264581205133.660.042.370.03815.66456.82458.411882.01153.222050.892.373.66
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLC08Low temperature, Control pH260.40180.39380.98021.389518.00.27.990.0135226264581205133.660.042.370.03815.66456.82458.411882.01153.222050.892.373.66
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLC09Low temperature, Control pH280.38740.48491.25171.652218.00.27.990.0135226264581205133.660.042.370.03815.66456.82458.411882.01153.222050.892.373.66
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLC10Low temperature, Control pH300.46060.43320.94061.419218.00.27.990.0135226264581205133.660.042.370.03815.66456.82458.411882.01153.222050.892.373.66
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLC11Low temperature, Control pH300.57580.54100.93961.770218.00.27.990.0135226264581205133.660.042.370.03815.66456.82458.411882.01153.222050.892.373.66
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLC12Low temperature, Control pH350.88650.73610.83042.238918.00.27.990.0135226264581205133.660.042.370.03815.66456.82458.411882.01153.222050.892.373.66
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLC13Low temperature, Control pH603.67382.94210.80083.956918.00.27.990.0135226264581205133.660.042.370.03815.66456.82458.411882.01153.222050.892.373.66
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLC14Low temperature, Control pH634.77782.59130.54243.952918.00.27.990.0135226264581205133.660.042.370.03815.66456.82458.411882.01153.222050.892.373.66
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLC15Low temperature, Control pH634.81292.96440.61593.775918.00.27.990.0135226264581205133.660.042.370.03815.66456.82458.411882.01153.222050.892.373.66
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLC16Low temperature, Control pH696.06142.99980.49497.299118.00.27.990.0135226264581205133.660.042.370.03815.66456.82458.411882.01153.222050.892.373.66
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLC17Low temperature, Control pH788.39983.63550.43285.578618.00.27.990.0135226264581205133.660.042.370.03815.66456.82458.411882.01153.222050.892.373.66
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLC18Low temperature, Control pH625.15523.58940.696318.00.27.990.0135226264581205133.660.042.370.03815.66456.82458.411882.01153.222050.892.373.66
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLC19Low temperature, Control pH704.88893.06670.62734.795218.00.27.990.0135226264581205133.660.042.370.03815.66456.82458.411882.01153.222050.892.373.66
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLC20Low temperature, Control pH685.43272.73390.50324.599118.00.27.990.0135226264581205133.660.042.370.03815.66456.82458.411882.01153.222050.892.373.66
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLC21Low temperature, Control pH687.55543.96620.52493.726718.00.27.990.0135226264581205133.660.042.370.03815.66456.82458.411882.01153.222050.892.373.66
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLC22Low temperature, Control pH776.83973.33460.48757.468718.00.27.990.0135226264581205133.660.042.370.03815.66456.82458.411882.01153.222050.892.373.66
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHC01High temperature, Control pH573.33362.82720.848123.00.38.030.0335226074051198574.680.023.070.01812.19407.86409.201785.35192.201989.743.024.61
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHC02High temperature, Control pH613.58143.07330.858123.00.38.030.0335226074051198574.680.023.070.01812.19407.86409.201785.35192.201989.743.024.61
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHC03High temperature, Control pH664.67093.44120.73675.636623.00.38.030.0335226074051198574.680.023.070.01812.19407.86409.201785.35192.201989.743.024.61
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHC04High temperature, Control pH674.66843.51270.75257.333623.00.38.030.0335226074051198574.680.023.070.01812.19407.86409.201785.35192.201989.743.024.61
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHC05High temperature, Control pH684.37452.67970.61263.460523.00.38.030.0335226074051198574.680.023.070.01812.19407.86409.201785.35192.201989.743.024.61
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHC06High temperature, Control pH715.97113.67540.61556.484823.00.38.030.0335226074051198574.680.023.070.01812.19407.86409.201785.35192.201989.743.024.61
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHC07High temperature, Control pH130.04280.11712.73530.346323.00.38.030.0335226074051198574.680.023.070.01812.19407.86409.201785.35192.201989.743.024.61
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHC08High temperature, Control pH150.06320.13972.21000.423323.00.38.030.0335226074051198574.680.023.070.01812.19407.86409.201785.35192.201989.743.024.61
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHC09High temperature, Control pH170.09200.18902.05480.488723.00.38.030.0335226074051198574.680.023.070.01812.19407.86409.201785.35192.201989.743.024.61
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHC10High temperature, Control pH180.11720.21261.81420.428723.00.38.030.0335226074051198574.680.023.070.01812.19407.86409.201785.35192.201989.743.024.61
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHC11High temperature, Control pH210.15580.31872.04560.747223.00.38.030.0335226074051198574.680.023.070.01812.19407.86409.201785.35192.201989.743.024.61
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHC12High temperature, Control pH230.20850.35181.68751.388723.00.38.030.0335226074051198574.680.023.070.01812.19407.86409.201785.35192.201989.743.024.61
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHC13High temperature, Control pH240.26420.39871.50921.198123.00.38.030.0335226074051198574.680.023.070.01812.19407.86409.201785.35192.201989.743.024.61
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHC14High temperature, Control pH240.31970.53181.66341.413123.00.38.030.0335226074051198574.680.023.070.01812.19407.86409.201785.35192.201989.743.024.61
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHC15High temperature, Control pH270.39520.54111.36931.793323.00.38.030.0335226074051198574.680.023.070.01812.19407.86409.201785.35192.201989.743.024.61
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHC16High temperature, Control pH270.35560.48311.35862.151623.00.38.030.0335226074051198574.680.023.070.01812.19407.86409.201785.35192.201989.743.024.61
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHC17High temperature, Control pH320.49020.48320.98560.951723.00.38.030.0335226074051198574.680.023.070.01812.19407.86409.201785.35192.201989.743.024.61
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHC18High temperature, Control pH330.67670.71431.05552.644823.00.38.030.0335226074051198574.680.023.070.01812.19407.86409.201785.35192.201989.743.024.61
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHC19High temperature, Control pH491.75891.38740.78882.100923.00.38.030.0335226074051198574.680.023.070.01812.19407.86409.201785.35192.201989.743.024.61
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHC20High temperature, Control pH644.43592.70220.609223.00.38.030.0335226074051198574.680.023.070.01812.19407.86409.201785.35192.201989.743.024.61
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHC21High temperature, Control pH613.79593.35180.883023.00.38.030.0335226074051198574.680.023.070.01812.19407.86409.201785.35192.201989.743.024.61
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHC22High temperature, Control pH664.44233.18720.71752.919923.00.38.030.0335226074051198574.680.023.070.01812.19407.86409.201785.35192.201989.743.024.61
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHC23High temperature, Control pH695.55102.89320.52123.215323.00.38.030.0335226074051198574.680.023.070.01812.19407.86409.201785.35192.201989.743.024.61
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHC24High temperature, Control pH697.05723.53660.50114.574423.00.38.030.0335226074051198574.680.023.070.01812.19407.86409.201785.35192.201989.743.024.61
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHC25High temperature, Control pH806.95544.52970.65126.219623.00.38.030.0335226074051198574.680.023.070.01812.19407.86409.201785.35192.201989.743.024.61
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLA01Low temperature, Acidified pH604.00213.70980.927018.10.27.510.05352262915717223181.360.010.880.01853.161554.971560.392119.8957.372230.420.891.37
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLA02Low temperature, Acidified pH634.90483.67970.75026.949118.10.27.510.05352262915717223181.360.010.880.01853.161554.971560.392119.8957.372230.420.891.37
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLA03Low temperature, Acidified pH665.31473.67170.69097.205118.10.27.510.05352262915717223181.360.010.880.01853.161554.971560.392119.8957.372230.420.891.37
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLA04Low temperature, Acidified pH686.37363.70670.58165.166318.10.27.510.05352262915717223181.360.010.880.01853.161554.971560.392119.8957.372230.420.891.37
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLA05Low temperature, Acidified pH696.20063.69300.59566.626418.10.27.510.05352262915717223181.360.010.880.01853.161554.971560.392119.8957.372230.420.891.37
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLA06Low temperature, Acidified pH584.13233.14050.76005.136518.10.27.510.05352262915717223181.360.010.880.01853.161554.971560.392119.8957.372230.420.891.37
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLA07Low temperature, Acidified pH635.51034.27980.77673.717418.10.27.510.05352262915717223181.360.010.880.01853.161554.971560.392119.8957.372230.420.891.37
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLA08Low temperature, Acidified pH646.35464.26890.67185.498718.10.27.510.05352262915717223181.360.010.880.01853.161554.971560.392119.8957.372230.420.891.37
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLA09Low temperature, Acidified pH727.45663.86650.51854.725018.10.27.510.05352262915717223181.360.010.880.01853.161554.971560.392119.8957.372230.420.891.37
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLA10Low temperature, Acidified pH809.87235.46810.55397.197718.10.27.510.05352262915717223181.360.010.880.01853.161554.971560.392119.8957.372230.420.891.37
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLA11Low temperature, Acidified pH110.03840.10162.64480.336618.10.27.510.05352262915717223181.360.010.880.01853.161554.971560.392119.8957.372230.420.891.37
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLA12Low temperature, Acidified pH140.06150.15252.48020.365118.10.27.510.05352262915717223181.360.010.880.01853.161554.971560.392119.8957.372230.420.891.37
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLA13Low temperature, Acidified pH180.11150.23572.11420.496818.10.27.510.05352262915717223181.360.010.880.01853.161554.971560.392119.8957.372230.420.891.37
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLA14Low temperature, Acidified pH180.12000.25622.13480.595618.10.27.510.05352262915717223181.360.010.880.01853.161554.971560.392119.8957.372230.420.891.37
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLA15Low temperature, Acidified pH220.23230.37581.61780.645418.10.27.510.05352262915717223181.360.010.880.01853.161554.971560.392119.8957.372230.420.891.37
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLA16Low temperature, Acidified pH230.25750.46991.82491.031018.10.27.510.05352262915717223181.360.010.880.01853.161554.971560.392119.8957.372230.420.891.37
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLA17Low temperature, Acidified pH240.30040.36921.22891.187318.10.27.510.05352262915717223181.360.010.880.01853.161554.971560.392119.8957.372230.420.891.37
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLA18Low temperature, Acidified pH260.36190.48201.33190.794418.10.27.510.05352262915717223181.360.010.880.01853.161554.971560.392119.8957.372230.420.891.37
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLA19Low temperature, Acidified pH280.45020.53831.19571.348818.10.27.510.05352262915717223181.360.010.880.01853.161554.971560.392119.8957.372230.420.891.37
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLA20Low temperature, Acidified pH320.64480.70471.092818.10.27.510.05352262915717223181.360.010.880.01853.161554.971560.392119.8957.372230.420.891.37
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLA21Low temperature, Acidified pH310.59520.65591.10200.873018.10.27.510.05352262915717223181.360.010.880.01853.161554.971560.392119.8957.372230.420.891.37
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLA22Low temperature, Acidified pH371.38481.00220.72373.535818.10.27.510.05352262915717223181.360.010.880.01853.161554.971560.392119.8957.372230.420.891.37
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgLA23Low temperature, Acidified pH604.27613.51830.822818.10.27.510.05352262915717223181.360.010.880.01853.161554.971560.392119.8957.372230.420.891.37
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHA01High temperature, Acidified pH603.40243.82021.122823.00.37.560.05352259913894218981.830.001.200.00841.771397.441402.032072.7575.612190.131.191.82
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHA02High temperature, Acidified pH635.56844.88020.87643.173123.00.37.560.05352259913894218981.830.001.200.00841.771397.441402.032072.7575.612190.131.191.82
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHA03High temperature, Acidified pH635.87854.52410.76964.841123.00.37.560.05352259913894218981.830.001.200.00841.771397.441402.032072.7575.612190.131.191.82
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHA04High temperature, Acidified pH706.03806.01730.99663.646523.00.37.560.05352259913894218981.830.001.200.00841.771397.441402.032072.7575.612190.131.191.82
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHA05High temperature, Acidified pH613.72313.44340.924923.00.37.560.05352259913894218981.830.001.200.00841.771397.441402.032072.7575.612190.131.191.82
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHA06High temperature, Acidified pH614.58663.79460.82734.382923.00.37.560.05352259913894218981.830.001.200.00841.771397.441402.032072.7575.612190.131.191.82
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHA07High temperature, Acidified pH715.41244.16350.76933.255123.00.37.560.05352259913894218981.830.001.200.00841.771397.441402.032072.7575.612190.131.191.82
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHA08High temperature, Acidified pH716.31834.77470.75576.326623.00.37.560.05352259913894218981.830.001.200.00841.771397.441402.032072.7575.612190.131.191.82
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHA09High temperature, Acidified pH757.01024.78690.68287.452823.00.37.560.05352259913894218981.830.001.200.00841.771397.441402.032072.7575.612190.131.191.82
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHA10High temperature, Acidified pH140.04940.17503.54180.349023.00.37.560.05352259913894218981.830.001.200.00841.771397.441402.032072.7575.612190.131.191.82
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHA11High temperature, Acidified pH160.07360.21342.89950.484723.00.37.560.05352259913894218981.830.001.200.00841.771397.441402.032072.7575.612190.131.191.82
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHA12High temperature, Acidified pH170.09210.32863.56760.548523.00.37.560.05352259913894218981.830.001.200.00841.771397.441402.032072.7575.612190.131.191.82
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHA13High temperature, Acidified pH170.09670.21422.21500.659923.00.37.560.05352259913894218981.830.001.200.00841.771397.441402.032072.7575.612190.131.191.82
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHA14High temperature, Acidified pH220.20840.52942.54051.195923.00.37.560.05352259913894218981.830.001.200.00841.771397.441402.032072.7575.612190.131.191.82
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHA15High temperature, Acidified pH240.25650.61402.39371.027523.00.37.560.05352259913894218981.830.001.200.00841.771397.441402.032072.7575.612190.131.191.82
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHA16High temperature, Acidified pH250.39810.43541.09381.506423.00.37.560.05352259913894218981.830.001.200.00841.771397.441402.032072.7575.612190.131.191.82
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHA17High temperature, Acidified pH260.39420.59751.51571.781523.00.37.560.05352259913894218981.830.001.200.00841.771397.441402.032072.7575.612190.131.191.82
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHA18High temperature, Acidified pH280.39870.64281.61241.448723.00.37.560.05352259913894218981.830.001.200.00841.771397.441402.032072.7575.612190.131.191.82
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHA19High temperature, Acidified pH270.49700.66741.34291.173123.00.37.560.05352259913894218981.830.001.200.00841.771397.441402.032072.7575.612190.131.191.82
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHA20High temperature, Acidified pH300.50570.96491.90802.053923.00.37.560.05352259913894218981.830.001.200.00841.771397.441402.032072.7575.612190.131.191.82
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHA21High temperature, Acidified pH310.55880.52000.930523.00.37.560.05352259913894218981.830.001.200.00841.771397.441402.032072.7575.612190.131.191.82
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHA22High temperature, Acidified pH340.83010.83071.00072.321423.00.37.560.05352259913894218981.830.001.200.00841.771397.441402.032072.7575.612190.131.191.82
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHA23High temperature, Acidified pH604.33252.48650.57394.988823.00.37.560.05352259913894218981.830.001.200.00841.771397.441402.032072.7575.612190.131.191.82
laboratoryHeliocidaris erythrogramma (echinoderm)513313marinespecies.orgHA24High temperature, Acidified pH674.81103.37080.70065.886223.00.37.560.05352259913894218981.830.001.200.00841.771397.441402.032072.7575.612190.131.191.82