Not logged in
PANGAEA.
Data Publisher for Earth & Environmental Science

San Martín, Valeska; Gelcich, Stefan; Lavín, Felipe Vásquez; Ponce Oliva, Roberto D; Hernández, José I; Lagos, Nelson A; Birchenough, Silvana N R; Vargas, Cristian A (2019): Seawater carbonate chemistry and nutritional characteristics of mussels [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.906571, Supplement to: San Martín, V et al. (2019): Linking social preferences and ocean acidification impacts in mussel aquaculture. Scientific Reports, 9(1), https://doi.org/10.1038/s41598-019-41104-5

Always quote citation above when using data! You can download the citation in several formats below.

RIS CitationBibTeX CitationShow MapGoogle Earth

Abstract:
Ocean Acidification (OA) has become one of the most studied global stressors in marine science during the last fifteen years. Despite the variety of studies on the biological effects of OA with marine commercial species, estimations of these impacts over consumers' preferences have not been studied in detail, compromising our ability to undertake an assessment of market and economic impacts resulting from OA at local scales. Here, we use a novel and interdisciplinary approach to fill this gap. We experimentally test the impact of OA on commercially relevant physical and nutritional attributes of mussels, and then we use economic discrete choice models to assess the marginal effects of these impacts over consumers' preferences and wellbeing. Results showed that attributes, which were significantly affected by OA, are also those preferred by consumers. Consumers are willing to pay on average 52% less for mussels with evidences of OA and are willing to increase the price they pay to avoid negative changes in attributes due to OA. The interdisciplinary approach developed here, complements research conducted on OA by effectively informing how OA economic impacts can be analyzed under the lens of marginal changes in market price and consumer' welfare. Thereby, linking global phenomena to consumers' wellbeing, and shifting the focus of OA impacts to assess the effects of local vulnerabilities in a wider context of people and businesses.
Keyword(s):
Animalia; Benthic animals; Benthos; Bottles or small containers/Aquaria (<20 L); Coast and continental shelf; Laboratory experiment; Mollusca; Mytilus chilensis; North Pacific; Other studied parameter or process; Single species; Temperate
Further details:
Gattuso, Jean-Pierre; Epitalon, Jean-Marie; Lavigne, Héloïse; Orr, James C; Gentili, Bernard; Hagens, Mathilde; Hofmann, Andreas; Mueller, Jens-Daniel; Proye, Aurélien; Rae, James; Soetaert, Karline (2019): seacarb: seawater carbonate chemistry with R. R package version 3.2.12. https://CRAN.R-project.org/package=seacarb
Coverage:
Latitude: -42.593060 * Longitude: 73.788330
Event(s):
Vilupulli_OA * Latitude: -42.593060 * Longitude: 73.788330 * Method/Device: Experiment (EXP)
Comment:
In order to allow full comparability with other ocean acidification data sets, the R package seacarb (Gattuso et al, 2019) 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 2019-09-23.
Parameter(s):
#NameShort NameUnitPrincipal InvestigatorMethod/DeviceComment
TypeTypeVargas, Cristian Astudy
SpeciesSpeciesVargas, Cristian A
Registration number of speciesReg spec noVargas, Cristian A
Uniform resource locator/link to referenceURL refVargas, Cristian AWoRMS Aphia ID
TreatmentTreatVargas, Cristian A
Life stageLife stageVargas, Cristian A
Time in weeksTime weekweeksVargas, Cristian A
PercentagePerc%Vargas, Cristian AColor loss
Percentage, standard deviationPerc std dev±Vargas, Cristian AColor loss
10 NameNameVargas, Cristian AFatty acid
11 CategoryCatVargas, Cristian AFatty acid
12 Fatty acid as percentage of total fatty acidsFA%Vargas, Cristian A
13 Fatty acids, standard deviationFA std dev±Vargas, Cristian A
14 Vitamin B12Vitamin B12mg/kgVargas, Cristian A
15 Vitamin B12, standard deviationVitamin B12 std dev±Vargas, Cristian A
16 ProteinsProteing/kgVargas, Cristian A
17 Proteins, standard deviationProtein std dev±Vargas, Cristian A
18 pHpHVargas, Cristian Atotal scale
19 pH, standard deviationpH std dev±Vargas, Cristian Atotal scale
20 SalinitySalVargas, Cristian A
21 Salinity, standard deviationSal std dev±Vargas, Cristian A
22 Temperature, waterTemp°CVargas, Cristian A
23 Temperature, water, standard deviationTemp std dev±Vargas, Cristian A
24 Alkalinity, totalATµmol/kgVargas, Cristian A
25 Alkalinity, total, standard deviationAT std dev±Vargas, Cristian A
26 Partial pressure of carbon dioxide (water) at sea surface temperature (wet air)pCO2water_SST_wetµatmVargas, Cristian A
27 Partial pressure of carbon dioxide, standard deviationpCO2 std dev±Vargas, Cristian A
28 Carbonate ion[CO3]2-µmol/kgVargas, Cristian A
29 Carbonate ion, standard deviation[CO3]2- std dev±Vargas, Cristian A
30 Calcite saturation stateOmega CalVargas, Cristian A
31 Calcite saturation state, standard deviationOmega Cal std dev±Vargas, Cristian A
32 Aragonite saturation stateOmega ArgVargas, Cristian A
33 Aragonite saturation state, standard deviationOmega Arg std dev±Vargas, Cristian A
34 Carbonate system computation flagCSC flagYang, YanCalculated using seacarb after Nisumaa et al. (2010)
35 Carbon dioxideCO2µmol/kgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
36 Carbon dioxide, standard deviationCO2 std dev±Yang, YanCalculated using seacarb after Orr et al. (2018)
37 Fugacity of carbon dioxide (water) at sea surface temperature (wet air)fCO2water_SST_wetµatmYang, YanCalculated using seacarb after Nisumaa et al. (2010)
38 Fugacity of carbon dioxide in seawater, standard deviationfCO2 std dev±Yang, YanCalculated using seacarb after Orr et al. (2018)
39 Partial pressure of carbon dioxide (water) at sea surface temperature (wet air)pCO2water_SST_wetµatmYang, YanCalculated using seacarb after Nisumaa et al. (2010)
40 Partial pressure of carbon dioxide, standard deviationpCO2 std dev±Yang, YanCalculated using seacarb after Orr et al. (2018)
41 Bicarbonate ion[HCO3]-µmol/kgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
42 Bicarbonate ion, standard deviation[HCO3]- std dev±Yang, YanCalculated using seacarb after Orr et al. (2018)
43 Carbonate ion[CO3]2-µmol/kgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
44 Carbonate ion, standard deviation[CO3]2- std dev±Yang, YanCalculated using seacarb after Orr et al. (2018)
45 Carbon, inorganic, dissolvedDICµmol/kgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
46 Carbon, inorganic, dissolved, standard deviationDIC std dev±Yang, YanCalculated using seacarb after Orr et al. (2018)
47 Aragonite saturation stateOmega ArgYang, YanCalculated using seacarb after Nisumaa et al. (2010)
48 Aragonite saturation state, standard deviationOmega Arg std dev±Yang, YanCalculated using seacarb after Orr et al. (2018)
49 Calcite saturation stateOmega CalYang, YanCalculated using seacarb after Nisumaa et al. (2010)
50 Calcite saturation state, standard deviationOmega Cal std dev±Yang, YanCalculated using seacarb after Orr et al. (2018)
Status:
Curation Level: Enhanced curation (CurationLevelC)
Size:
1936 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)

Treat

Life stage

Time week [weeks]

Perc [%]
(Color loss)

Perc std dev [±]
(Color loss)
10 
Name
(Fatty acid)
11 
Cat
(Fatty acid)
12 
FA [%]
13 
FA std dev [±]
14 
Vitamin B12 [mg/kg]
15 
Vitamin B12 std dev [±]
16 
Protein [g/kg]
17 
Protein std dev [±]
18 
pH
(total scale)
19 
pH std dev [±]
(total scale)
20 
Sal
21 
Sal std dev [±]
22 
Temp [°C]
23 
Temp std dev [±]
24 
AT [µmol/kg]
25 
AT std dev [±]
26 
pCO2water_SST_wet [µatm]
27 
pCO2 std dev [±]
28 
[CO3]2- [µmol/kg]
29 
[CO3]2- std dev [±]
30 
Omega Cal
31 
Omega Cal std dev [±]
32 
Omega Arg
33 
Omega Arg std dev [±]
34 
CSC flag
(Calculated using seacarb afte...)
35 
CO2 [µmol/kg]
(Calculated using seacarb afte...)
36 
CO2 std dev [±]
(Calculated using seacarb afte...)
37 
fCO2water_SST_wet [µatm]
(Calculated using seacarb afte...)
38 
fCO2 std dev [±]
(Calculated using seacarb afte...)
39 
pCO2water_SST_wet [µatm]
(Calculated using seacarb afte...)
40 
pCO2 std dev [±]
(Calculated using seacarb afte...)
41 
[HCO3]- [µmol/kg]
(Calculated using seacarb afte...)
42 
[HCO3]- std dev [±]
(Calculated using seacarb afte...)
43 
[CO3]2- [µmol/kg]
(Calculated using seacarb afte...)
44 
[CO3]2- std dev [±]
(Calculated using seacarb afte...)
45 
DIC [µmol/kg]
(Calculated using seacarb afte...)
46 
DIC std dev [±]
(Calculated using seacarb afte...)
47 
Omega Arg
(Calculated using seacarb afte...)
48 
Omega Arg std dev [±]
(Calculated using seacarb afte...)
49 
Omega Cal
(Calculated using seacarb afte...)
50 
Omega Cal std dev [±]
(Calculated using seacarb afte...)
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgControlJuvenil01.98661.97937.990.0629.400.6511.700.672000.77172.46414.0697.5397.545.392.400.131.510.08817.871.66416.9837.71418.5637.861755.73155.4497.889.551871.48165.491.520.162.410.26
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgControlJuvenil63.61222.25367.990.0629.400.6511.700.672000.77172.46414.0697.5397.545.392.400.131.510.08817.871.66416.9837.71418.5637.861755.73155.4497.889.551871.48165.491.520.162.410.26
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgControlJuvenil124.19093.14517.990.0629.400.6511.700.672000.77172.46414.0697.5397.545.392.400.131.510.08817.871.66416.9837.71418.5637.861755.73155.4497.889.551871.48165.491.520.162.410.26
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgHigh CO2Juvenil02.03791.76007.650.0529.260.6111.080.452068.50182.901005.15183.9949.093.701.210.090.760.06844.144.071008.4292.131012.2792.481948.27174.3248.284.732040.69182.560.750.081.190.13
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgHigh CO2Juvenil66.69183.06907.650.0529.260.6111.080.452068.50182.901005.15183.9949.093.701.210.090.760.06844.144.071008.4292.131012.2792.481948.27174.3248.284.732040.69182.560.750.081.190.13
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgHigh CO2Juvenil129.05754.04067.650.0529.260.6111.080.452068.50182.901005.15183.9949.093.701.210.090.760.06844.144.071008.4292.131012.2792.481948.27174.3248.284.732040.69182.560.750.081.190.13
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgControlAdults09.52743.80287.990.0629.400.6511.700.672000.77172.46414.0697.5397.545.392.400.131.510.08817.871.66416.9837.71418.5637.861755.73155.4497.889.551871.48165.491.520.162.410.26
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgControlAdults417.48164.99827.990.0629.400.6511.700.672000.77172.46414.0697.5397.545.392.400.131.510.08817.871.66416.9837.71418.5637.861755.73155.4497.889.551871.48165.491.520.162.410.26
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgHigh CO2Adults07.78452.01207.650.0529.260.6111.080.452068.50182.901005.15183.9949.093.701.210.090.760.06844.144.071008.4292.131012.2792.481948.27174.3248.284.732040.69182.560.750.081.190.13
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgHigh CO2Adults447.622010.56607.650.0529.260.6111.080.452068.50182.901005.15183.9949.093.701.210.090.760.06844.144.071008.4292.131012.2792.481948.27174.3248.284.732040.69182.560.750.081.190.13
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgControlJuvenilSFA17.89863.81267.990.0629.400.6511.700.672000.77172.46414.0697.5397.545.392.400.131.510.08817.871.66416.9837.71418.5637.861755.73155.4497.889.551871.48165.491.520.162.410.26
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgControlJuvenilMUFA33.41078.59887.990.0629.400.6511.700.672000.77172.46414.0697.5397.545.392.400.131.510.08817.871.66416.9837.71418.5637.861755.73155.4497.889.551871.48165.491.520.162.410.26
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgControlJuvenilPUFAOthers11.29647.990.0629.400.6511.700.672000.77172.46414.0697.5397.545.392.400.131.510.08817.871.66416.9837.71418.5637.861755.73155.4497.889.551871.48165.491.520.162.410.26
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgControlJuvenilPUFAOmega-611.93107.990.0629.400.6511.700.672000.77172.46414.0697.5397.545.392.400.131.510.08817.871.66416.9837.71418.5637.861755.73155.4497.889.551871.48165.491.520.162.410.26
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgControlJuvenilPUFAEPA14.66277.990.0629.400.6511.700.672000.77172.46414.0697.5397.545.392.400.131.510.08817.871.66416.9837.71418.5637.861755.73155.4497.889.551871.48165.491.520.162.410.26
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgControlJuvenilPUFADHA4.08757.990.0629.400.6511.700.672000.77172.46414.0697.5397.545.392.400.131.510.08817.871.66416.9837.71418.5637.861755.73155.4497.889.551871.48165.491.520.162.410.26
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgControlJuvenilPUFAOthers Omega-36.71327.990.0629.400.6511.700.672000.77172.46414.0697.5397.545.392.400.131.510.08817.871.66416.9837.71418.5637.861755.73155.4497.889.551871.48165.491.520.162.410.26
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgControlJuvenilPUFATotal48.69087.990.0629.400.6511.700.672000.77172.46414.0697.5397.545.392.400.131.510.08817.871.66416.9837.71418.5637.861755.73155.4497.889.551871.48165.491.520.162.410.26
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgHigh CO2JuvenilSFA18.75745.07587.650.0529.260.6111.080.452068.50182.901005.15183.9949.093.701.210.090.760.06844.144.071008.4292.131012.2792.481948.27174.3248.284.732040.69182.560.750.081.190.13
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgHigh CO2JuvenilMUFA42.37386.30367.650.0529.260.6111.080.452068.50182.901005.15183.9949.093.701.210.090.760.06844.144.071008.4292.131012.2792.481948.27174.3248.284.732040.69182.560.750.081.190.13
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgHigh CO2JuvenilPUFAOthers0.86097.650.0529.260.6111.080.452068.50182.901005.15183.9949.093.701.210.090.760.06844.144.071008.4292.131012.2792.481948.27174.3248.284.732040.69182.560.750.081.190.13
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgHigh CO2JuvenilPUFAOmega-613.01017.650.0529.260.6111.080.452068.50182.901005.15183.9949.093.701.210.090.760.06844.144.071008.4292.131012.2792.481948.27174.3248.284.732040.69182.560.750.081.190.13
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgHigh CO2JuvenilPUFAEPA14.77117.650.0529.260.6111.080.452068.50182.901005.15183.9949.093.701.210.090.760.06844.144.071008.4292.131012.2792.481948.27174.3248.284.732040.69182.560.750.081.190.13
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgHigh CO2JuvenilPUFADHA3.73187.650.0529.260.6111.080.452068.50182.901005.15183.9949.093.701.210.090.760.06844.144.071008.4292.131012.2792.481948.27174.3248.284.732040.69182.560.750.081.190.13
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgHigh CO2JuvenilPUFAOthers Omega-36.49497.650.0529.260.6111.080.452068.50182.901005.15183.9949.093.701.210.090.760.06844.144.071008.4292.131012.2792.481948.27174.3248.284.732040.69182.560.750.081.190.13
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgHigh CO2JuvenilPUFATotal38.86887.650.0529.260.6111.080.452068.50182.901005.15183.9949.093.701.210.090.760.06844.144.071008.4292.131012.2792.481948.27174.3248.284.732040.69182.560.750.081.190.13
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgControlAdultsSFA8.08110.87787.990.0629.400.6511.700.672000.77172.46414.0697.5397.545.392.400.131.510.08817.871.66416.9837.71418.5637.861755.73155.4497.889.551871.48165.491.520.162.410.26
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgControlAdultsMUFA40.315823.52947.990.0629.400.6511.700.672000.77172.46414.0697.5397.545.392.400.131.510.08817.871.66416.9837.71418.5637.861755.73155.4497.889.551871.48165.491.520.162.410.26
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgControlAdultsPUFAOthers0.63267.990.0629.400.6511.700.672000.77172.46414.0697.5397.545.392.400.131.510.08817.871.66416.9837.71418.5637.861755.73155.4497.889.551871.48165.491.520.162.410.26
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgControlAdultsPUFAOmega-66.04047.990.0629.400.6511.700.672000.77172.46414.0697.5397.545.392.400.131.510.08817.871.66416.9837.71418.5637.861755.73155.4497.889.551871.48165.491.520.162.410.26
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgControlAdultsPUFAEPA26.10497.990.0629.400.6511.700.672000.77172.46414.0697.5397.545.392.400.131.510.08817.871.66416.9837.71418.5637.861755.73155.4497.889.551871.48165.491.520.162.410.26
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgControlAdultsPUFADHA0.62407.990.0629.400.6511.700.672000.77172.46414.0697.5397.545.392.400.131.510.08817.871.66416.9837.71418.5637.861755.73155.4497.889.551871.48165.491.520.162.410.26
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgControlAdultsPUFAOthers Omega-318.20117.990.0629.400.6511.700.672000.77172.46414.0697.5397.545.392.400.131.510.08817.871.66416.9837.71418.5637.861755.73155.4497.889.551871.48165.491.520.162.410.26
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgControlAdultsPUFATotal51.60307.990.0629.400.6511.700.672000.77172.46414.0697.5397.545.392.400.131.510.08817.871.66416.9837.71418.5637.861755.73155.4497.889.551871.48165.491.520.162.410.26
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgHigh CO2AdultsSFA8.69041.22407.650.0529.260.6111.080.452068.50182.901005.15183.9949.093.701.210.090.760.06844.144.071008.4292.131012.2792.481948.27174.3248.284.732040.69182.560.750.081.190.13
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgHigh CO2AdultsMUFA56.73084.19187.650.0529.260.6111.080.452068.50182.901005.15183.9949.093.701.210.090.760.06844.144.071008.4292.131012.2792.481948.27174.3248.284.732040.69182.560.750.081.190.13
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgHigh CO2AdultsPUFAOthers0.07207.650.0529.260.6111.080.452068.50182.901005.15183.9949.093.701.210.090.760.06844.144.071008.4292.131012.2792.481948.27174.3248.284.732040.69182.560.750.081.190.13
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgHigh CO2AdultsPUFAOmega-66.78937.650.0529.260.6111.080.452068.50182.901005.15183.9949.093.701.210.090.760.06844.144.071008.4292.131012.2792.481948.27174.3248.284.732040.69182.560.750.081.190.13
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgHigh CO2AdultsPUFAEPA23.38547.650.0529.260.6111.080.452068.50182.901005.15183.9949.093.701.210.090.760.06844.144.071008.4292.131012.2792.481948.27174.3248.284.732040.69182.560.750.081.190.13
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgHigh CO2AdultsPUFADHA0.86017.650.0529.260.6111.080.452068.50182.901005.15183.9949.093.701.210.090.760.06844.144.071008.4292.131012.2792.481948.27174.3248.284.732040.69182.560.750.081.190.13
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgHigh CO2AdultsPUFAOthers Omega-33.47207.650.0529.260.6111.080.452068.50182.901005.15183.9949.093.701.210.090.760.06844.144.071008.4292.131012.2792.481948.27174.3248.284.732040.69182.560.750.081.190.13
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgHigh CO2AdultsPUFATotal34.57897.650.0529.260.6111.080.452068.50182.901005.15183.9949.093.701.210.090.760.06844.144.071008.4292.131012.2792.481948.27174.3248.284.732040.69182.560.750.081.190.13
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgControlJuvenil7.80224.3572975418.46683.5998909807.990.0629.400.6511.700.672000.77172.46414.0697.5397.545.392.400.131.510.08817.871.66416.9837.71418.5637.861755.73155.4497.889.551871.48165.491.520.162.410.26
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgHigh CO2Juvenil6.42601.7563241445.27681.3754356817.650.0529.260.6111.080.452068.50182.901005.15183.9949.093.701.210.090.760.06844.144.071008.4292.131012.2792.481948.27174.3248.284.732040.69182.560.750.081.190.13
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgControlAdults7.70502.4923778444.65861.1787722507.990.0629.400.6511.700.672000.77172.46414.0697.5397.545.392.400.131.510.08817.871.66416.9837.71418.5637.861755.73155.4497.889.551871.48165.491.520.162.410.26
laboratoryMytilus chilensis (mollusk)397041marinespecies.orgHigh CO2Adults3.76710.5809123564.07240.1302401617.650.0529.260.6111.080.452068.50182.901005.15183.9949.093.701.210.090.760.06844.144.071008.4292.131012.2792.481948.27174.3248.284.732040.69182.560.750.081.190.13