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Padilla-Gamiño, Jacqueline L; Kelly, Morgan W; Evans, Tyler G; Hofmann, Gretchen E (2013): Seawater carbonate chemistry, physiology, morphology of larval sea urchins, Strongylocentrotus purpuratus in a laboratory experiment [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.831600, Supplement to: Padilla-Gamiño, JL et al. (2013): Temperature and CO2 additively regulate physiology, morphology and genomic responses of larval sea urchins, Strongylocentrotus purpuratus. Proceedings of the Royal Society B-Biological Sciences, 280(1759), 20130155-20130155, https://doi.org/10.1098/rspb.2013.0155

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Abstract:
Ocean warming and ocean acidification, both consequences of anthropogenic production of CO2, will combine to influence the physiological performance of many species in the marine environment. In this study, we used an integrative approach to forecast the impact of future ocean conditions on larval purple sea urchins (Strongylocentrotus purpuratus) from the northeast Pacific Ocean. In laboratory experiments that simulated ocean warming and ocean acidification, we examined larval development, skeletal growth, metabolism and patterns of gene expression using an orthogonal comparison of two temperature (13°C and 18°C) and pCO2 (400 and 1100 µatm) conditions. Simultaneous exposure to increased temperature and pCO2 significantly reduced larval metabolism and triggered a widespread downregulation of histone encoding genes. pCO2 but not temperature impaired skeletal growth and reduced the expression of a major spicule matrix protein, suggesting that skeletal growth will not be further inhibited by ocean warming. Importantly, shifts in skeletal growth were not associated with developmental delay. Collectively, our results indicate that global change variables will have additive effects that exceed thresholds for optimized physiological performance in this keystone marine species.
Keyword(s):
Animalia; Bottles or small containers/Aquaria (<20 L); Coast and continental shelf; Development; Echinodermata; Growth/Morphology; Laboratory experiment; North Pacific; Pelagos; Reproduction; Respiration; Single species; Strongylocentrotus purpuratus; Temperate; Temperature; Zooplankton
Further details:
Lavigne, Héloïse; Gattuso, Jean-Pierre (2011): seacarb: seawater carbonate chemistry with R. R package version 2.4. https://cran.r-project.org/package=seacarb
Coverage:
Latitude: 34.414030 * Longitude: -119.984300
Date/Time Start: 2011-11-01T00:00:00 * Date/Time End: 2011-11-30T00:00:00
Minimum Elevation: -5.0 m * Maximum Elevation: -5.0 m
Event(s):
Santa_Barbara_Channel * Latitude: 34.414030 * Longitude: -119.984300 * Date/Time Start: 2011-11-01T00:00:00 * Date/Time End: 2011-11-30T00:00:00 * Elevation: -5.0 m * Method/Device: Experiment (EXP)
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). The date of carbonate chemistry calculation by seacarb is 2014-04-09.
Parameter(s):
#NameShort NameUnitPrincipal InvestigatorMethod/DeviceComment
SpeciesSpeciesPadilla-Gamiño, Jacqueline L
Temperature, waterTemp°CPadilla-Gamiño, Jacqueline Ltreatment
TreatmentTreatPadilla-Gamiño, Jacqueline L
IdentificationIDPadilla-Gamiño, Jacqueline L
LengthlmmPadilla-Gamiño, Jacqueline Lskeletal
LengthlmmPadilla-Gamiño, Jacqueline Larm
LengthlmmPadilla-Gamiño, Jacqueline Lperpendicular
Area in square milimeterAreamm2Padilla-Gamiño, Jacqueline Lstomach
Respiration rate, oxygen, per individualResp O2/indpmol/#/hPadilla-Gamiño, Jacqueline Lper larva
10 DurationDurationhPadilla-Gamiño, Jacqueline Lhours after fertilization
11 EggsEggs#Padilla-Gamiño, Jacqueline Lgastrula
12 EggsEggs#Padilla-Gamiño, Jacqueline Lnot gastrula
13 EggsEggs#Padilla-Gamiño, Jacqueline Lpluteus
14 EggsEggs#Padilla-Gamiño, Jacqueline Lnot pluteus
15 Temperature, waterTemp°CPadilla-Gamiño, Jacqueline L
16 SalinitySalPadilla-Gamiño, Jacqueline L
17 pHpHPadilla-Gamiño, Jacqueline LPotentiometrictotal scale
18 Partial pressure of carbon dioxide (water) at sea surface temperature (wet air)pCO2water_SST_wetµatmPadilla-Gamiño, Jacqueline LCalculated using CO2calc
19 Calcite saturation stateOmega CalPadilla-Gamiño, Jacqueline LCalculated using CO2calc
20 Aragonite saturation stateOmega ArgPadilla-Gamiño, Jacqueline LCalculated using CO2calc
21 Alkalinity, totalATµmol/kgPadilla-Gamiño, Jacqueline LPotentiometric titration
22 Carbonate system computation flagCSC flagYang, YanCalculated using seacarb after Nisumaa et al. (2010)
23 Carbon dioxideCO2µmol/kgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
24 Partial pressure of carbon dioxide (water) at sea surface temperature (wet air)pCO2water_SST_wetµatmYang, YanCalculated using seacarb after Nisumaa et al. (2010)
25 Fugacity of carbon dioxide (water) at sea surface temperature (wet air)fCO2water_SST_wetµatmYang, YanCalculated using seacarb after Nisumaa et al. (2010)
26 Bicarbonate ion[HCO3]-µmol/kgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
27 Carbonate ion[CO3]2-µmol/kgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
28 Carbon, inorganic, dissolvedDICµmol/kgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
29 Aragonite saturation stateOmega ArgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
30 Calcite saturation stateOmega CalYang, YanCalculated using seacarb after Nisumaa et al. (2010)
Status:
Curation Level: Enhanced curation (CurationLevelC)
Size:
4571 data points

Data

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


Species

Temp [°C]
(treatment)

Treat

ID

l [mm]
(skeletal)

l [mm]
(arm)

l [mm]
(perpendicular)

Area [mm2]
(stomach)

Resp O2/ind [pmol/#/h]
(per larva)
10 
Duration [h]
(hours after fertilization)
11 
Eggs [#]
(gastrula)
12 
Eggs [#]
(not gastrula)
13 
Eggs [#]
(pluteus)
14 
Eggs [#]
(not pluteus)
15 
Temp [°C]
16 
Sal
17 
pH
(total scale, Potentiometric)
18 
pCO2water_SST_wet [µatm]
(Calculated using CO2calc)
19 
Omega Cal
(Calculated using CO2calc)
20 
Omega Arg
(Calculated using CO2calc)
21 
AT [µmol/kg]
(Potentiometric titration)
22 
CSC flag
(Calculated using seacarb afte...)
23 
CO2 [µmol/kg]
(Calculated using seacarb afte...)
24 
pCO2water_SST_wet [µatm]
(Calculated using seacarb afte...)
25 
fCO2water_SST_wet [µatm]
(Calculated using seacarb afte...)
26 
[HCO3]- [µmol/kg]
(Calculated using seacarb afte...)
27 
[CO3]2- [µmol/kg]
(Calculated using seacarb afte...)
28 
DIC [µmol/kg]
(Calculated using seacarb afte...)
29 
Omega Arg
(Calculated using seacarb afte...)
30 
Omega Cal
(Calculated using seacarb afte...)
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-110.2850.1150.2180.0024351548.0013.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-120.2980.1230.2210.0019570007.0013.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-130.2960.1190.2290.00220260013.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-140.2810.1250.2120.0022913578.3013.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-150.2947.0013.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-160.3057.2013.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-170.28613.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-180.28510.0013.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-110.3290.1410.2460.0023457507.5013.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-120.3390.1560.2560.0018387507.2013.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-130.3220.1360.2430.00195300013.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-140.2860.1260.2190.0020500007.4013.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-150.3138.9013.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-160.32510.7013.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-170.31213.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-180.3187.7013.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-110.2900.1110.2140.0022205458.9018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-120.3030.1230.2220.00209277610.3018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-130.29218.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-140.2930.1230.2210.0020958577.7018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-150.2770.1130.2150.00213507710.2018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-160.2970.1210.2280.00210585713.0518.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-170.25918.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-180.2880.1160.2250.0023609098.3018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-110.3280.1450.2350.00226325015.6018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-120.3310.1550.2350.00213847111.3018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-130.31618.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-140.3290.1470.2370.00199042911.2018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-150.2780.1030.2120.00240518210.8018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-160.33611.5018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-170.31918.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-180.3260.1360.2490.00195394416.0618.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-128.0000000044618.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-129.6500000005418.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-131.3833333305218.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-133.6833333345118.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-135.7833333350018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-226.8166666734718.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-228.6833333395418.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-230.5166666765118.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-232.65000000183818.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-234.7166666750018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-326.5166666775218.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-328.5333333335018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-330.1000000054918.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-332.06666667114718.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-334.2500000050018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-425.9833333306018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-427.9666666725018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-429.4333333306218.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-431.50000000223318.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-433.6333333350018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-128.0000000004818.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-129.5500000025318.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-131.5500000015518.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-133.5500000045518.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-134.7500000050018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-226.7500000064518.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-228.5333333305418.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-230.6500000016718.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-232.53333333153918.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-234.6666666750018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-326.05000000164018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-328.4166666725118.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-329.90000000114018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-332.0000000015218.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-334.1666666750018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-425.43333333252718.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-427.8833333315918.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-429.5666666715818.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-431.40000000114218.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-433.5833333350018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-137.0833333354713.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-139.38333333153913.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-142.33333333232713.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-146.2500000050013.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-236.5000000005213.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-238.30000000124313.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-241.25000000263113.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-245.1666666750013.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-335.0833333305013.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-338.2333333354713.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-340.5000000005013.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-344.3333333350013.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-434.6000000005013.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-437.7166666734913.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-439.8500000004813.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-443.8500000050013.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-137.00000000232913.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-139.30000000133913.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-142.2500000050013.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-146.1666666750013.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-236.5000000044713.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-238.21666667143913.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-241.1666666750013.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-245.0833333350013.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-335.0166666705913.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-338.18333333183613.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-340.33333333123613.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-344.2500000050013.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-434.6000000006113.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-437.7166666774613.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-439.8500000005013.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-443.8500000050013.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-150.1700000005018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-150.2000000005018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-250.2300000005018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-250.27000000123518.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-350.3000000005018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-350.3300000005018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-450.3700000005018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-450.4000000005018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-152.3300000005018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-152.3700000034718.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-252.4000000005018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-252.43000000104018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-352.4700000014918.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-352.5000000084218.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-452.5300000005018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-452.5700000034718.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-154.28000000232818.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-154.62000000293018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-254.73000000183218.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-255.02000000421018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-355.2700000084618.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-355.32000000104718.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-455.37000000213718.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-455.40000000292618.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-156.9300000036718.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-157.02000000371518.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-257.20000000361718.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-257.2800000049418.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-357.50000000482018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-357.5300000067518.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-457.58000000391318.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-457.62000000661318.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-159.5800000050018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-159.6200000050018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-259.6500000050018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-259.6800000050018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-359.7200000050018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-359.7500000050018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-459.7800000050018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-459.8200000050018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-567.2500000005013.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-567.3300000022513.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-667.4200000005013.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-667.5000000005013.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-767.5800000005013.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-767.6700000005013.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-867.7500000005013.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-867.8300000005013.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-569.0000000005013.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-569.0000000002013.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-669.0000000005013.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-669.0800000005013.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-769.1700000005013.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-769.2500000005013.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-869.3300000005013.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-869.4200000050013.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-572.0000000020113.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-572.0000000050013.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-672.5000000050013.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-672.5000000050013.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-772.5000000050013.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-772.5000000050013.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)13Low CO213-L-872.5000000050013.633.18.0396.83.52.32225.2817443441190612820521.973.09
Strongylocentrotus purpuratus (Echinoderm)13High CO213-H-872.5000000050013.633.17.61124.21.61.02225.28481218121320865621900.861.35
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-953.6700000005018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-953.7800000005018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-952.8700000005018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-952.9800000005018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-1052.4700000054518.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-1052.5300000014918.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-1151.75000000183218.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-1151.68000000331718.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-955.1700000005018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-955.2200000005018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-1054.2800000005018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-1054.3800000005018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-1153.63000000193118.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-1153.67000000252518.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-1252.72000000321818.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-1252.7700000047318.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-957.9300000054518.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-958.0000000005018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-1057.0500000005018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-1057.1000000005018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-1158.2700000045518.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-1158.3700000054018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-1257.4000000044618.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-1257.4300000054018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-1057.8300000050018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-1057.8300000050018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-1156.8300000050018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-1156.8300000050018.433.18.0398.14.12.72224.8815445444185415020202.343.63
Strongylocentrotus purpuratus (Echinoderm)18High CO218-H-1255.8300000050018.433.17.61181.31.81.22224.88421243123820616621701.041.61
Strongylocentrotus purpuratus (Echinoderm)18Low CO218-L-1255.8300000050018.433.18.0398.14.12.72224.8815445444185415020202.343.63