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Vehmaa, Anu; Brutemark, Andreas; Paul, Allanah Joy; Riebesell, Ulf; Furuhagen, Sara; Engström-Öst, Jonna (2016): Ocean acidification challenges copepod phenotypic plasticity [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.873556

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Keyword(s):
Acartia sp.; Animalia; Arthropoda; Baltic Sea; Coast and continental shelf; Development; Growth/Morphology; Laboratory experiment; Mesocosm or benthocosm; Pelagos; Reproduction; Single species; Temperate; Zooplankton
Related to:
Vehmaa, Anu; Almén, Anna-Karin; Brutemark, Andreas; Paul, Allanah Joy; Riebesell, Ulf; Furuhagen, Sara; Engström-Öst, Jonna (2016): Ocean acidification challenges copepod phenotypic plasticity. Biogeosciences, 13(22), 6171-6182, https://doi.org/10.5194/bg-13-6171-2016
Original version:
Vehmaa, Anu; Almén, Anna-Karin; Brutemark, Andreas; Paul, Allanah Joy; Riebesell, Ulf; Furuhagen, Sara; Engström-Öst, Jonna (2016): KOSMOS Finland 2012 mesocosm study: Acartia sp. egg production rate, adult female size, adult female antioxidant capacity, and egg-hatching succes and nauplii development index of the egg transplant experiment. PANGAEA, https://doi.org/10.1594/PANGAEA.867662
Further details:
Gattuso, Jean-Pierre; Epitalon, Jean-Marie; Lavigne, Héloïse; Orr, James C; Gentili, Bernard; Proye, Aurélien; Soetaert, Karline; Rae, James (2016): seacarb: seawater carbonate chemistry with R. R package version 3.1. https://cran.r-project.org/package=seacarb
Coverage:
Latitude: 59.858330 * Longitude: 23.258330
Date/Time Start: 2012-06-12T00:00:00 * Date/Time End: 2012-06-12T00:00:00
Event(s):
KOSMOS_2012_Tvaerminne * Latitude: 59.858330 * Longitude: 23.258330 * Date/Time: 2012-06-12T00:00:00 * Method/Device: Mesocosm experiment (MESO)
Comment:
In order to allow full comparability with other ocean acidification data sets, the R package seacarb (Gattuso et al, 2016) 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 2017-03-16.
Parameter(s):
#NameShort NameUnitPrincipal InvestigatorMethod/DeviceComment
SpeciesSpeciesVehmaa, Anu
TypeTypeVehmaa, Anustudy
Day of experimentDOEdayVehmaa, Anu
IdentificationIDVehmaa, Anu
TreatmentTreatVehmaa, Anumc = mesocosm, cg = common garden conditions
Egg hatching successEgg hatch success%Vehmaa, Anu
EggsEggs#Vehmaa, Anu
NaupliiNauplii#Vehmaa, Anu
Larval developmentLarval developcodeVehmaa, Anudevelopment index (DI) according to Knuckey et al., 2005
10 Egg production rate per femaleEPR#/female/dayVehmaa, Anu
11 Prosome lengthPros lµmVehmaa, Anu
12 Oxygen Radical Absorbance Capacity in Trolox mass, per protein massORAC/protmg/mgVehmaa, Anu
13 Temperature, waterTemp°CSchulz, Kai GeorgHand-operated CTD (Sea&Sun Technology, CTD 60M)
14 SalinitySalSchulz, Kai GeorgHand-operated CTD (Sea&Sun Technology, CTD 60M)
15 Fugacity of carbon dioxide (water) at sea surface temperature (wet air)fCO2water_SST_wetµatmSchulz, Kai GeorgCalculated
16 Carbon, inorganic, dissolvedDICµmol/kgSchulz, Kai Georg
17 pHpHSchulz, Kai GeorgSpectrophotometrictotal scale
18 Aragonite saturation stateOmega ArgSchulz, Kai GeorgCalculated
19 Phosphorus, inorganic, dissolvedDIPµmol/lAchterberg, Eric Pieter
20 SilicateSi(OH)4µmol/lHellemann, Dana
21 Carbonate system computation flagCSC flagYang, YanCalculated using seacarb after Nisumaa et al. (2010)
22 Carbon dioxideCO2µmol/kgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
23 Fugacity of carbon dioxide (water) at sea surface temperature (wet air)fCO2water_SST_wetµatmYang, 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 Bicarbonate ion[HCO3]-µmol/kgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
26 Carbonate ion[CO3]2-µmol/kgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
27 Alkalinity, totalATµmol/kgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
28 Aragonite saturation stateOmega ArgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
29 Calcite saturation stateOmega CalYang, YanCalculated using seacarb after Nisumaa et al. (2010)
Status:
Curation Level: Enhanced curation (CurationLevelC)
Size:
2117 data points

Data

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


Species

Type
(study)

DOE [day]

ID

Treat
(mc = mesocosm, cg = common ga...)

Egg hatch success [%]

Eggs [#]

Nauplii [#]

Larval develop [code]
(development index (DI) accord...)
10 
EPR [#/female/day]
11 
Pros l [µm]
12 
ORAC/prot [mg/mg]
13 
Temp [°C]
(Hand-operated CTD (Sea&Sun Te...)
14 
Sal
(Hand-operated CTD (Sea&Sun Te...)
15 
fCO2water_SST_wet [µatm]
(Calculated)
16 
DIC [µmol/kg]
17 
pH
(total scale, Spectrophotometric)
18 
Omega Arg
(Calculated)
19 
DIP [µmol/l]
20 
Si(OH)4 [µmol/l]
21 
CSC flag
(Calculated using seacarb afte...)
22 
CO2 [µmol/kg]
(Calculated using seacarb afte...)
23 
fCO2water_SST_wet [µatm]
(Calculated using seacarb afte...)
24 
pCO2water_SST_wet [µatm]
(Calculated using seacarb afte...)
25 
[HCO3]- [µmol/kg]
(Calculated using seacarb afte...)
26 
[CO3]2- [µmol/kg]
(Calculated using seacarb afte...)
27 
AT [µmol/kg]
(Calculated using seacarb afte...)
28 
Omega Arg
(Calculated using seacarb afte...)
29 
Omega Cal
(Calculated using seacarb afte...)
Acartia sp. (crustacean)field31mc91.4894431.02127659610.585.692771474.68.1861.110135.56.11914.12277.24278.311405.2655.211524.810.861.55
Acartia sp. (crustacean)field33mc85.71410601.10000000010.645.6912901562.77.5420.267137.46.06965.591290.341295.301483.8413.271512.720.210.37
Acartia sp. (crustacean)field35mc91.597101091.47058823510.675.692841475.38.1761.091150.36.09914.43284.19285.281406.6754.201524.030.841.53
Acartia sp. (crustacean)field36mc10.635.699171543.47.6890.373144.96.12946.59916.30919.811478.2818.531518.580.290.52
Acartia sp. (crustacean)field37mc91.4637751.32926829310.665.694491503.47.9880.727162.56.20922.85449.88451.601444.4636.091522.800.561.02
Acartia sp. (crustacean)field38mc85.0009511.03333333310.655.6916451585.27.4390.212146.66.11983.531643.891650.201491.1510.521514.060.160.30
Acartia sp. (crustacean)field101mc98.8371850.98837209312.345.693401478.78.1061.0070.00.00916.33339.96341.231412.9049.461519.870.781.40
Acartia sp. (crustacean)field103mc91.8374450.93877551012.335.6911361550.07.6020.3300.00.00954.591135.791140.051479.1916.221514.290.260.46
Acartia sp. (crustacean)field105mc96.7742601.00000000012.335.693351480.38.1121.0230.00.00916.13335.53336.781414.0050.171522.490.791.42
Acartia sp. (crustacean)field106mc100.0000521.01923076912.345.699421535.17.6810.3940.00.00945.23941.41944.951470.5219.351512.400.300.55
Acartia sp. (crustacean)field107mc97.0592660.97058823512.335.704931500.77.9530.7230.00.00923.70493.19495.041441.5235.481518.290.561.01
Acartia sp. (crustacean)field108mc96.0782490.96078431412.335.6914191566.07.5070.2660.00.00968.201418.801424.131484.7213.081513.030.210.37
Acartia sp. (crustacean)field171mc94.5952351.27027027015.195.703911479.68.0551.02477.15.62917.16391.11392.531413.3149.131519.790.791.42
Acartia sp. (crustacean)field173mc95.1613591.09677419415.155.7012301548.27.5770.35597.65.64953.961228.461232.911477.1817.061514.220.270.49
Acartia sp. (crustacean)field175mc96.6671291.53333333315.135.703971481.48.0491.007175.75.77917.45396.99398.431415.5348.421520.470.781.40
Acartia sp. (crustacean)field176mc94.2862331.08571428615.125.699991534.37.6640.431199.75.70943.981000.251003.871469.6220.701514.610.330.60
Acartia sp. (crustacean)field177mc97.9591481.22448979615.095.705611502.97.9070.740221.35.81924.68560.91562.941442.6835.531519.800.571.02
Acartia sp. (crustacean)field178mc92.1053351.02631578915.095.7015751565.87.4710.278136.15.62969.251573.661579.371483.1613.391512.270.210.39
Acartia sp. (crustacean)field241mc92.8572261.42857142913.725.70
Acartia sp. (crustacean)field243mc87.5003211.41666666713.615.70
Acartia sp. (crustacean)field245mc93.3331141.13333333313.615.70
Acartia sp. (crustacean)field246mc93.9392311.30303030313.595.69
Acartia sp. (crustacean)field247mc100.0000111.45454545513.575.70
Acartia sp. (crustacean)field248mc95.2381201.23809523813.515.70
Acartia sp. (crustacean)field31cg83.11713641.01298701310.585.692771474.68.1861.110135.56.11914.12277.24278.311405.2655.211524.810.861.55
Acartia sp. (crustacean)field33cg88.8896481.18518518510.645.6912901562.77.5420.267137.46.06965.591290.341295.301483.8413.271512.720.210.37
Acartia sp. (crustacean)field35cg88.0003221.16000000010.675.692841475.38.1761.091150.36.09914.43284.19285.281406.6754.201524.030.841.53
Acartia sp. (crustacean)field36cg98.2141551.50000000010.635.699171543.47.6890.373144.96.12946.59916.30919.811478.2818.531518.580.290.52
Acartia sp. (crustacean)field37cg88.1367521.16949152510.665.694491503.47.9880.727162.56.20922.85449.88451.601444.4636.091522.800.561.02
Acartia sp. (crustacean)field38cg95.7452451.21276595710.655.6916451585.27.4390.212146.66.11983.531643.891650.201491.1510.521514.060.160.30
Acartia sp. (crustacean)field101cg98.1481531.01851851912.345.693401478.78.1061.0070.00.00916.33339.96341.231412.9049.461519.870.781.40
Acartia sp. (crustacean)field103cg95.0624770.97530864212.335.6911361550.07.6020.3300.00.00954.591135.791140.051479.1916.221514.290.260.46
Acartia sp. (crustacean)field105cg94.5055860.96703296712.335.693351480.38.1121.0230.00.00916.13335.53336.781414.0050.171522.490.791.42
Acartia sp. (crustacean)field106cg94.30491490.96835443012.345.699421535.17.6810.3940.00.00945.23941.41944.951470.5219.351512.400.300.55
Acartia sp. (crustacean)field107cg92.8574520.96428571412.335.704931500.77.9530.7230.00.00923.70493.19495.041441.5235.481518.290.561.01
Acartia sp. (crustacean)field108cg97.8722921.00000000012.335.6914191566.07.5070.2660.00.00968.201418.801424.131484.7213.081513.030.210.37
Acartia sp. (crustacean)field171cg88.37210761.11627907015.195.703911479.68.0551.02477.15.62917.16391.11392.531413.3149.131519.790.791.42
Acartia sp. (crustacean)field173cg96.2962521.12962963015.155.7012301548.27.5770.35597.65.64953.961228.461232.911477.1817.061514.220.270.49
Acartia sp. (crustacean)field175cg95.4553631.25757575815.135.703971481.48.0491.007175.75.77917.45396.99398.431415.5348.421520.470.781.40
Acartia sp. (crustacean)field176cg96.6671291.20000000015.125.699991534.37.6640.431199.75.70943.981000.251003.871469.6220.701514.610.330.60
Acartia sp. (crustacean)field177cg95.2382401.09523809515.095.705611502.97.9070.740221.35.81924.68560.91562.941442.6835.531519.800.571.02
Acartia sp. (crustacean)field178cg89.1894331.02702702715.095.7015751565.87.4710.278136.15.62969.251573.661579.371483.1613.391512.270.210.39
Acartia sp. (crustacean)field241cg100.0000231.65217391313.725.70
Acartia sp. (crustacean)field243cg83.3334201.33333333313.615.70
Acartia sp. (crustacean)field245cg90.9093301.33333333313.615.70
Acartia sp. (crustacean)field246cg97.0591331.79411764713.595.69
Acartia sp. (crustacean)field247cg88.8892161.50000000013.575.70
Acartia sp. (crustacean)field248cg100.0000271.62962963013.515.70
Acartia sp. (crustacean)field318.21100.734010.585.692771474.68.1861.110135.56.11914.12277.24278.311405.2655.211524.810.861.55
Acartia sp. (crustacean)field337.07500.703610.645.6912901562.77.5420.267137.46.06965.591290.341295.301483.8413.271512.720.210.37
Acartia sp. (crustacean)field356.00730.691110.675.692841475.38.1761.091150.36.09914.43284.19285.281406.6754.201524.030.841.53
Acartia sp. (crustacean)field366.81080.757310.635.699171543.47.6890.373144.96.12946.59916.30919.811478.2818.531518.580.290.52
Acartia sp. (crustacean)field376.44170.725010.665.694491503.47.9880.727162.56.20922.85449.88451.601444.4636.091522.800.561.02
Acartia sp. (crustacean)field385.60630.700010.655.6916451585.27.4390.212146.66.11983.531643.891650.201491.1510.521514.060.160.30
Acartia sp. (crustacean)field10113.75620.775712.345.693401478.78.1061.0070.00.00916.33339.96341.231412.9049.461519.870.781.40
Acartia sp. (crustacean)field10310.58470.788812.335.6911361550.07.6020.3300.00.00954.591135.791140.051479.1916.221514.290.260.46
Acartia sp. (crustacean)field10511.81310.780612.335.693351480.38.1121.0230.00.00916.13335.53336.781414.0050.171522.490.791.42
Acartia sp. (crustacean)field10614.80310.728812.345.699421535.17.6810.3940.00.00945.23941.41944.951470.5219.351512.400.300.55
Acartia sp. (crustacean)field1078.07650.746512.335.704931500.77.9530.7230.00.00923.70493.19495.041441.5235.481518.290.561.01
Acartia sp. (crustacean)field1089.12390.702212.335.6914191566.07.5070.2660.00.00968.201418.801424.131484.7213.081513.030.210.37
Acartia sp. (crustacean)field1716.18640.787315.195.703911479.68.0551.02477.15.62917.16391.11392.531413.3149.131519.790.791.42
Acartia sp. (crustacean)field1735.76130.779315.155.7012301548.27.5770.35597.65.64953.961228.461232.911477.1817.061514.220.270.49
Acartia sp. (crustacean)field1754.90380.777815.135.703971481.48.0491.007175.75.77917.45396.99398.431415.5348.421520.470.781.40
Acartia sp. (crustacean)field1764.71330.780715.125.699991534.37.6640.431199.75.70943.981000.251003.871469.6220.701514.610.330.60
Acartia sp. (crustacean)field1775.80440.781415.095.705611502.97.9070.740221.35.81924.68560.91562.941442.6835.531519.800.571.02
Acartia sp. (crustacean)field1784.88530.747715.095.7015751565.87.4710.278136.15.62969.251573.661579.371483.1613.391512.270.210.39
Acartia sp. (crustacean)field2411.90710.776913.725.70
Acartia sp. (crustacean)field2432.20940.778213.615.70
Acartia sp. (crustacean)field2452.03510.770613.615.70
Acartia sp. (crustacean)field2463.00590.787213.595.69
Acartia sp. (crustacean)field2471.13110.790913.575.70
Acartia sp. (crustacean)field2482.29810.754713.515.70
Acartia sp. (crustacean)field4511.35750.7800
Acartia sp. (crustacean)field4531.01690.7522
Acartia sp. (crustacean)field4550.94440.7740
Acartia sp. (crustacean)field4561.15620.7900
Acartia sp. (crustacean)field4571.24140.7817
Acartia sp. (crustacean)field4582.19960.7394
Acartia sp. (crustacean)field310.07541645110.585.692771474.68.1861.110135.56.11914.12277.24278.311405.2655.211524.810.861.55
Acartia sp. (crustacean)field330.16573480210.645.6912901562.77.5420.267137.46.06965.591290.341295.301483.8413.271512.720.210.37
Acartia sp. (crustacean)field350.10743552410.675.692841475.38.1761.091150.36.09914.43284.19285.281406.6754.201524.030.841.53
Acartia sp. (crustacean)field360.19629717610.635.699171543.47.6890.373144.96.12946.59916.30919.811478.2818.531518.580.290.52
Acartia sp. (crustacean)field370.08831691710.665.694491503.47.9880.727162.56.20922.85449.88451.601444.4636.091522.800.561.02
Acartia sp. (crustacean)field380.15819741610.655.6916451585.27.4390.212146.66.11983.531643.891650.201491.1510.521514.060.160.30
Acartia sp. (crustacean)field1010.27612475612.345.693401478.78.1061.0070.00.00916.33339.96341.231412.9049.461519.870.781.40
Acartia sp. (crustacean)field1030.22847589312.335.6911361550.07.6020.3300.00.00954.591135.791140.051479.1916.221514.290.260.46
Acartia sp. (crustacean)field1050.22619490612.335.693351480.38.1121.0230.00.00916.13335.53336.781414.0050.171522.490.791.42
Acartia sp. (crustacean)field1060.27515011912.345.699421535.17.6810.3940.00.00945.23941.41944.951470.5219.351512.400.300.55
Acartia sp. (crustacean)field1070.21401914412.335.704931500.77.9530.7230.00.00923.70493.19495.041441.5235.481518.290.561.01
Acartia sp. (crustacean)field1080.23933667912.335.6914191566.07.5070.2660.00.00968.201418.801424.131484.7213.081513.030.210.37
Acartia sp. (crustacean)field1710.14836688315.195.703911479.68.0551.02477.15.62917.16391.11392.531413.3149.131519.790.791.42
Acartia sp. (crustacean)field1730.18075498215.155.7012301548.27.5770.35597.65.64953.961228.461232.911477.1817.061514.220.270.49
Acartia sp. (crustacean)field1750.17083637415.135.703971481.48.0491.007175.75.77917.45396.99398.431415.5348.421520.470.781.40
Acartia sp. (crustacean)field1760.23692445615.125.699991534.37.6640.431199.75.70943.981000.251003.871469.6220.701514.610.330.60
Acartia sp. (crustacean)field1770.25566967815.095.705611502.97.9070.740221.35.81924.68560.91562.941442.6835.531519.800.571.02
Acartia sp. (crustacean)field1780.20629886115.095.7015751565.87.4710.278136.15.62969.251573.661579.371483.1613.391512.270.210.39
Acartia sp. (crustacean)field2410.19126493313.725.70
Acartia sp. (crustacean)field3110.2358084288.275.713661498.18.0670.779190.15.65920.18366.10367.551438.6639.271524.080.601.09
Acartia sp. (crustacean)field3130.0737084728.245.707811536.57.7490.383143.85.71943.04780.10783.191474.1419.321516.280.300.54
Acartia sp. (crustacean)field3150.1461614668.235.713691495.98.0620.768152.85.84920.41369.74371.201436.7938.711520.980.591.08
Acartia sp. (crustacean)field3160.1460562298.235.706361525.77.8350.465133.45.76935.15636.86639.381467.1223.431518.150.360.65
Acartia sp. (crustacean)field3170.1852445258.215.714561502.67.9730.628171.95.84925.22456.56458.371445.6831.701514.750.480.88
Acartia sp. (crustacean)field3180.1180206508.225.708951546.87.6910.336142.85.68949.43895.21898.751480.4116.961517.420.260.47
Acartia sp. (crustacean)field3810.124273817
Acartia sp. (crustacean)field3830.181260759
Acartia sp. (crustacean)field3850.206353119
Acartia sp. (crustacean)field3860.116696842