Citation:

PANGAEA.968649

Name: Seawater carbonate chemistry and shrimp armor and escape kinematics
Published: 2024-05-27
License: https://creativecommons.org/licenses/by/4.0/
Keywords: Animalia; Arthropoda; Behaviour; Benthic animals; Benthos; Bottles or small containers/Aquaria (<20 L); Coast and continental shelf; Development; Growth/Morphology; Laboratory experiment; North Pacific; Other studied parameter or process; Pandalus gurneyi; Single species; Temperate; Temperature

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Abstract:

Pandalid shrimp use morphological and behavioral defenses against their numerous fish and invertebrate predators. Their rapid tail-flip escape and rigid exoskeleton armor may be sensitive to changes in ocean temperature and carbon chemistry in ways that alter their efficacy and impact mortality. Here we tested the hypothesis that ocean warming and acidification conditions affect the anti-predator defenses of Pandalus gurneyi. To test this hypothesis, we exposed shrimp to a combination of pH (8.0, 7.7, 7.5) and temperature (13°C, 17°C) treatments and assessed their tail-flip escape and exoskeleton armor after short-term (2 weeks) and medium-term (3 months) exposure.

This dataset is included in the OA-ICC data compilation maintained in the framework of the IAEA Ocean Acidification International Coordination Centre (see https://oa-icc.ipsl.fr). Original data were extracted from tables in the related paper (see Related to) by the OA-ICC data curator. In order to allow full comparability with other ocean acidification data sets, the R package seacarb (Gattuso et al, 2024) 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 2024-05-22.

Keyword(s):

Animalia; Arthropoda; Behaviour; Benthic animals; Benthos; Bottles or small containers/Aquaria (<20 L); Coast and continental shelf; Development; Growth/Morphology; Laboratory experiment; North Pacific; Other studied parameter or process; Pandalus gurneyi; Single species; Temperate; Temperature

Related to:

Taylor, Jennifer; Astbury, Mia; Childers, Elizabeth C; Contractor, Kanisha; Lin, Xinyu; Mencarelli, Jenna; Prohoff, Alisa J; Tapia, Kendra (2024): Time-dependent Changes in Shrimp Armor And Escape Kinematics Under Ocean Acidification And Warming. Integrative and Comparative Biology, icae035, https://doi.org/10.1093/icb/icae035

References:

Nisumaa, Anne-Marin; Pesant, Stephane; Bellerby, Richard G J; Delille, Bruno; Middelburg, Jack J; Orr, James C; Riebesell, Ulf; Tyrrell, Toby; Wolf-Gladrow, Dieter A; Gattuso, Jean-Pierre (2010): EPOCA/EUR-OCEANS data compilation on the biological and biogeochemical responses to ocean acidification. Earth System Science Data, 2(2), 167-175, https://doi.org/10.5194/essd-2-167-2010

Related code / software:

Gattuso, Jean-Pierre; Epitalon, Jean-Marie; Lavigne, Héloïse; Orr, James; Gentili, Bernard; Hagens, Mathilde; Hofmann, Andreas; Mueller, Jens-Daniel; Proye, Aurélien; Rae, James; Soetaert, Karline (2024): seacarb: seawater carbonate chemistry with R. R package version 3.3.3. https://cran.r-project.org/web/packages/seacarb/index.html

Project(s):

Ocean Acidification International Coordination Centre (OA-ICC)

Coverage:

Latitude: 36.605358 * Longitude: -121.889382

Event(s):

Wharf_No2 * Latitude: 36.605358 * Longitude: -121.889382 * Method/Device: Experiment (EXP)

Parameter(s):

#	Name	Short Name	Unit	Principal Investigator	Method/Device	Comment
1	Type of study	Study type		Taylor, Jennifer
2	Species, unique identification	Species UID		Taylor, Jennifer
3	Species, unique identification (URI)	Species UID (URI)		Taylor, Jennifer
4	Species, unique identification (Semantic URI)	Species UID (Semantic URI)		Taylor, Jennifer
5	Time point, descriptive	Time point		Taylor, Jennifer
6	Treatment: pH	T:pH		Taylor, Jennifer
7	Treatment: temperature	T:temp	°C	Taylor, Jennifer
8	Velocity	V	cm/s	Taylor, Jennifer		peak, maximum
9	Velocity, standard deviation	Vel std dev	±	Taylor, Jennifer		peak, maximum
10	Velocity	V	cm/s	Taylor, Jennifer		peak, mean
11	Velocity, standard deviation	Vel std dev	±	Taylor, Jennifer		peak, mean
12	Acceleration	Acc	m/s²	Taylor, Jennifer		maximum
13	Acceleration, standard deviation	Acc std dev	±	Taylor, Jennifer		maximum
14	Acceleration	Acc	m/s²	Taylor, Jennifer		mean
15	Acceleration, standard deviation	Acc std dev	±	Taylor, Jennifer		mean
16	Velocity	V	cm/s	Taylor, Jennifer		average, maximum
17	Velocity, standard deviation	Vel std dev	±	Taylor, Jennifer		average, maximum
18	Velocity	V	cm/s	Taylor, Jennifer		average, mean
19	Velocity, standard deviation	Vel std dev	±	Taylor, Jennifer		average, mean
20	Distance	Distance	m	Taylor, Jennifer		maximum
21	Distance, standard deviation	Distance std dev	±	Taylor, Jennifer		maximum
22	Distance	Distance	m	Taylor, Jennifer		mean
23	Distance, standard deviation	Distance std dev	±	Taylor, Jennifer		mean
24	Duration	Duration	s	Taylor, Jennifer		flexion, maximum
25	Duration, standard deviation	Duration std dev	±	Taylor, Jennifer		flexion, maximum
26	Duration	Duration	s	Taylor, Jennifer		flexion, mean
27	Duration, standard deviation	Duration std dev	±	Taylor, Jennifer		flexion, mean
28	Calcium	Ca	µmol/mg	Taylor, Jennifer
29	Calcium, standard deviation	Ca std dev	±	Taylor, Jennifer
30	Magnesium	Mg	µmol/mg	Taylor, Jennifer
31	Magnesium, standard deviation	Mg std dev	±	Taylor, Jennifer
32	Hardness	Hardness	GPa	Taylor, Jennifer
33	Hardness, standard deviation	Hardness std dev	±	Taylor, Jennifer
34	Stiffness	Stiffness	GPa	Taylor, Jennifer
35	Stiffness, standard deviation	Stiff std dev	±	Taylor, Jennifer
36	Ratio	Ratio		Taylor, Jennifer		rostrum length/carapace length
37	Ratio, standard deviation	Ratio std dev	±	Taylor, Jennifer		rostrum length/carapace length
38	Rostrum radius of curvature	ROC	mm	Taylor, Jennifer
39	Rostrum radius of curvature, standard deviation	ROC std dev	±	Taylor, Jennifer
40	Stiffness	Stiff	N/mm	Taylor, Jennifer
41	Stiffness, standard deviation	Stiff std dev	±	Taylor, Jennifer
42	Strength	Strength	N	Taylor, Jennifer
43	Strength, standard deviation	Strength std dev	±	Taylor, Jennifer
44	Individuals	Ind	#	Taylor, Jennifer		molted
45	Salinity	Sal		Taylor, Jennifer
46	pH	pH		Taylor, Jennifer		total scale, daily
47	pH, standard deviation	pH std dev	±	Taylor, Jennifer		total scale, daily
48	Temperature, water	Temp	°C	Taylor, Jennifer
49	Temperature, water, standard deviation	Temp std dev	±	Taylor, Jennifer
50	pH	pH		Taylor, Jennifer		total scale
51	pH, standard deviation	pH std dev	±	Taylor, Jennifer		total scale
52	Alkalinity, total	AT	µmol/kg	Taylor, Jennifer
53	Alkalinity, total, standard deviation	AT std dev	±	Taylor, Jennifer
54	Partial pressure of carbon dioxide (water) at sea surface temperature (wet air)	pCO2water_SST_wet	µatm	Taylor, Jennifer	Calculated using CO2SYS
55	Partial pressure of carbon dioxide, standard deviation	pCO2 std dev	±	Taylor, Jennifer	Calculated using CO2SYS
56	Bicarbonate ion	[HCO3]-	µmol/kg	Taylor, Jennifer	Calculated using CO2SYS
57	Bicarbonate ion, standard deviation	[HCO3]- std dev	±	Taylor, Jennifer	Calculated using CO2SYS
58	Calcite saturation state	Omega Cal		Taylor, Jennifer	Calculated using CO2SYS
59	Calcite saturation state, standard deviation	Omega Cal std dev	±	Taylor, Jennifer	Calculated using CO2SYS
60	Carbonate system computation flag	CSC flag		Yang, Yan	Calculated using seacarb after Nisumaa et al. (2010)
61	Carbon dioxide	CO2	µmol/kg	Yang, Yan	Calculated using seacarb after Nisumaa et al. (2010)
62	Fugacity of carbon dioxide (water) at sea surface temperature (wet air)	fCO2water_SST_wet	µatm	Yang, Yan	Calculated using seacarb after Nisumaa et al. (2010)
63	Partial pressure of carbon dioxide (water) at sea surface temperature (wet air)	pCO2water_SST_wet	µatm	Yang, Yan	Calculated using seacarb after Nisumaa et al. (2010)
64	Bicarbonate ion	[HCO3]-	µmol/kg	Yang, Yan	Calculated using seacarb after Nisumaa et al. (2010)
65	Carbonate ion	[CO3]2-	µmol/kg	Yang, Yan	Calculated using seacarb after Nisumaa et al. (2010)
66	Carbon, inorganic, dissolved	DIC	µmol/kg	Yang, Yan	Calculated using seacarb after Nisumaa et al. (2010)
67	Aragonite saturation state	Omega Arg		Yang, Yan	Calculated using seacarb after Nisumaa et al. (2010)
68	Calcite saturation state	Omega Cal		Yang, Yan	Calculated using seacarb after Nisumaa et al. (2010)

License:

Creative Commons Attribution 4.0 International (CC-BY-4.0)

Status:

Curation Level: Enhanced curation (CurationLevelC)

Size:

1478 data points

Data

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

1 Study type	2 Species UID	3 Species UID (URI)	4 Species UID (Semantic URI)	5 Time point	6 T:pH	7 T:temp [°C]	8 V [cm/s] (peak, maximum)	9 Vel std dev [±] (peak, maximum)	10 V [cm/s] (peak, mean)	11 Vel std dev [±] (peak, mean)	12 Acc [m/s²] (maximum)	13 Acc std dev [±] (maximum)	14 Acc [m/s²] (mean)	15 Acc std dev [±] (mean)	16 V [cm/s] (average, maximum)	17 Vel std dev [±] (average, maximum)	18 V [cm/s] (average, mean)	19 Vel std dev [±] (average, mean)	20 Distance [m] (maximum)	21 Distance std dev [±] (maximum)	22 Distance [m] (mean)	23 Distance std dev [±] (mean)	24 Duration [s] (flexion, maximum)	25 Duration std dev [±] (flexion, maximum)	26 Duration [s] (flexion, mean)	27 Duration std dev [±] (flexion, mean)	28 Ca [µmol/mg]	29 Ca std dev [±]	30 Mg [µmol/mg]	31 Mg std dev [±]	32 Hardness [GPa]	33 Hardness std dev [±]	34 Stiffness [GPa]	35 Stiff std dev [±]	36 Ratio (rostrum length/carapace length)	37 Ratio std dev [±] (rostrum length/carapace length)	38 ROC [mm]	39 ROC std dev [±]	40 Stiff [N/mm]	41 Stiff std dev [±]	42 Strength [N]	43 Strength std dev [±]	44 Ind [#] (molted)	45 Sal	46 pH (total scale, daily)	47 pH std dev [±] (total scale, daily)	48 Temp [°C]	49 Temp std dev [±]	50 pH (total scale)	51 pH std dev [±] (total scale)	52 AT [µmol/kg]	53 AT std dev [±]	54 pCO2water_SST_wet [µatm] (Calculated using CO2SYS)	55 pCO2 std dev [±] (Calculated using CO2SYS)	56 [HCO3]- [µmol/kg] (Calculated using CO2SYS)	57 [HCO3]- std dev [±] (Calculated using CO2SYS)	58 Omega Cal (Calculated using CO2SYS)	59 Omega Cal std dev [±] (Calculated using CO2SYS)	60 CSC flag (Calculated using seacarb afte...)	61 CO2 [µmol/kg] (Calculated using seacarb afte...)	62 fCO2water_SST_wet [µatm] (Calculated using seacarb afte...)	63 pCO2water_SST_wet [µatm] (Calculated using seacarb afte...)	64 [HCO3]- [µmol/kg] (Calculated using seacarb afte...)	65 [CO3]2- [µmol/kg] (Calculated using seacarb afte...)	66 DIC [µmol/kg] (Calculated using seacarb afte...)	67 Omega Arg (Calculated using seacarb afte...)	68 Omega Cal (Calculated using seacarb afte...)
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	Pre-exp	8.0	13	111	18	0.76	0.18	121	30	94.0	15.0	0.64	0.16	0.43	0.09	0.07	0.020	0.05	0.01	0.04	0.01	0.03	0.00	3.91	0.34	0.33	0.03	0.74	0.30	6.08	4.03	1.36	0.27	0.070	0.03						33	7.97	0.04	13.3	0.6	7.99	0.00	2227	3	459	0	1918	2	2.97	0.01	8	18.11	453.61	455.29	1918.01	124.46	2060.57	1.92	3.00
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	2 weeks	8.0	13	93	24	0.70	0.08	122	11	107.0	9.0	0.37	0.07	0.27	0.05	0.08	0.020	0.06	0.01	0.04	0.00	0.03	0.00	3.74	0.56	0.34	0.04	0.85	0.48	7.02	9.43										33	7.97	0.04	13.3	0.6	7.99	0.00	2227	3	459	0	1918	2	2.97	0.01	8	18.11	453.61	455.29	1918.01	124.46	2060.57	1.92	3.00
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	3 months	8.0	13	124	30	0.77	0.17	156	23	133.0	13.0	0.52	0.18	0.35	0.08	0.08	0.030	0.05	0.02	0.04	0.01	0.04	0.01	4.51	0.55	0.41	0.04	0.67	0.50	9.53	7.07	1.77	0.19	0.020	0.01	0.02	0.003	0.18	0.06		33	7.97	0.04	13.3	0.6	7.99	0.00	2227	3	459	0	1918	2	2.97	0.01	8	18.11	453.61	455.29	1918.01	124.46	2060.57	1.92	3.00
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	Pre-exp	8.0	17																																						33	7.96	0.05	17.4	0.9	7.97	0.00	2228	2	478	2	1884	1	3.33	0.02	8	16.98	481.32	483.01	1889.56	137.03	2043.56	2.13	3.32
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	2 weeks	8.0	17	90	16	0.63	0.14	137	12	128.0	8.0	0.38	0.11	0.28	0.10	0.06	0.020	0.04	0.00	0.03	0.01	0.03	0.00	4.43	0.54	0.37	0.04	1.51	0.22	18.50	5.05										33	7.96	0.05	17.4	0.9	7.97	0.00	2228	2	478	2	1884	1	3.33	0.02	8	16.98	481.32	483.01	1889.56	137.03	2043.56	2.13	3.32
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	3 months	8.0	17	105	23	0.80	0.19	160	19	139.0	17.0	0.51	0.16	0.36	0.11	0.08	0.030	0.05	0.02	0.04	0.01	0.04	0.00	4.00	0.38	0.48	0.04	0.59	0.29	5.68	4.39	1.60	0.11	0.020	0.01	0.18	0.040	0.18	0.04		33	7.96	0.05	17.4	0.9	7.97	0.00	2228	2	478	2	1884	1	3.33	0.02	8	16.98	481.32	483.01	1889.56	137.03	2043.56	2.13	3.32
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	Pre-exp	7.7	13																																						33	7.71	0.03	13.1	0.7	7.70	0.00	2229	1	955	1	2059	0	1.62	0.00	8	38.10	948.60	952.13	2060.02	68.03	2166.15	1.05	1.64
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	2 weeks	7.7	13	99	22	0.72	0.10	120	10	107.0	2.0	0.41	0.09	0.29	0.04	0.08	0.016	0.05	0.01	0.04	0.00	0.03	0.00	3.60	0.58	0.27	0.04	0.82	0.36	9.72	6.31										33	7.71	0.03	13.1	0.7	7.70	0.00	2229	1	955	1	2059	0	1.62	0.00	8	38.10	948.60	952.13	2060.02	68.03	2166.15	1.05	1.64
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	3 months	7.7	13	132	21	0.87	0.16	153	12	136.0	12.0	0.69	0.22	0.40	0.07	0.10	0.030	0.06	0.02	0.05	0.02	0.04	0.01	4.64	0.42	0.43	0.09	0.48	0.44	6.36	5.32	1.61	0.17	0.020	0.01	0.03	0.010	0.22	0.06		33	7.71	0.03	13.1	0.7	7.70	0.00	2229	1	955	1	2059	0	1.62	0.00	8	38.10	948.60	952.13	2060.02	68.03	2166.15	1.05	1.64
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	Pre-exp	7.7	17																																						33	7.70	0.04	17.3	0.8	7.69	0.01	2230	0	983	17	2034	3	1.90	0.03	8	34.99	989.05	992.53	2039.09	77.31	2151.39	1.20	1.87
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	2 weeks	7.7	17	100	23	0.78	0.13	104	11	97.3	7.4	0.46	0.20	0.30	0.07	0.08	0.030	0.06	0.01	0.03	0.01	0.03	0.00	4.29	0.29	0.37	0.03	1.51	0.24	21.60	7.57										33	7.70	0.04	17.3	0.8	7.69	0.01	2230	0	983	17	2034	3	1.90	0.03	8	34.99	989.05	992.53	2039.09	77.31	2151.39	1.20	1.87
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	3 months	7.7	17	106	18	0.78	0.12	160	21	137.0	19.0	0.50	0.15	0.35	0.08	0.07	0.020	0.05	0.01	0.04	0.01	0.03	0.01	3.85	0.88	0.48	0.10	0.67	0.49	6.72	6.72	1.64	0.11	0.010	0.01	0.02	0.010	0.15	0.06		33	7.70	0.04	17.3	0.8	7.69	0.01	2230	0	983	17	2034	3	1.90	0.03	8	34.99	989.05	992.53	2039.09	77.31	2151.39	1.20	1.87
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	Pre-exp	7.5	13																																						33	7.55	0.04	13.0	0.7	7.53	0.00	2231	0	1429	5	2110	0	1.16	0.00	8	57.98	1438.97	1444.33	2114.20	47.02	2219.20	0.72	1.13
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	2 weeks	7.5	13	100	34	0.75	0.21	173	40	134.0	27.0	0.44	0.19	0.31	0.08	0.07	0.020	0.05	0.01	0.04	0.01	0.03	0.01	4.14	0.39	0.31	0.02	1.45	0.22	22.33	7.24										33	7.55	0.04	13.0	0.7	7.53	0.00	2231	0	1429	5	2110	0	1.16	0.00	8	57.98	1438.97	1444.33	2114.20	47.02	2219.20	0.72	1.13
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	3 months	7.5	13	116	32	0.78	0.14	169	21	138.0	14.0	0.54	0.18	0.36	0.07	0.08	0.030	0.05	0.01	0.04	0.01	0.03	0.01	4.23	0.16	0.39	0.04	0.63	0.45	4.65	5.07	1.75	0.20	0.016	0.01	0.03	0.010	0.19	0.07		33	7.55	0.04	13.0	0.7	7.53	0.00	2231	0	1429	5	2110	0	1.16	0.00	8	57.98	1438.97	1444.33	2114.20	47.02	2219.20	0.72	1.13
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	Pre-exp	7.5	17																																						33	7.54	0.05	17.1	0.9	7.52	0.00	2229	3	1499	4	2093	2	1.32	0.01	8	53.47	1502.61	1507.92	2097.23	53.35	2204.05	0.83	1.29
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	2 weeks	7.5	17	123	19	0.77	0.18	146	5	125.0	7.0	0.57	0.22	0.33	0.22	0.08	0.020	0.05	0.01	0.03	0.00	0.03	0.00	3.95	0.39	0.35	0.06	1.65	0.32	22.90	10.78										33	7.54	0.05	17.1	0.9	7.52	0.00	2229	3	1499	4	2093	2	1.32	0.01	8	53.47	1502.61	1507.92	2097.23	53.35	2204.05	0.83	1.29
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	3 months	7.5	17	118	35	0.83	0.16	160	38	137.0	14.0	0.60	0.18	0.42	0.13	0.06	0.020	0.04	0.01	0.04	0.01	0.03	0.00	4.12	0.33	0.48	0.03	0.65	0.45	6.10	6.25	1.65	0.39	0.023	0.01	0.03	0.020	0.25	0.09		33	7.54	0.05	17.1	0.9	7.52	0.00	2229	3	1499	4	2093	2	1.32	0.01	8	53.47	1502.61	1507.92	2097.23	53.35	2204.05	0.83	1.29
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	Ramp-up	8.0	13																																					3	33	7.97	0.04	13.3	0.6	7.99	0.00	2227	3	459	0	1918	2	2.97	0.01	8	18.11	453.61	455.29	1918.01	124.46	2060.57	1.92	3.00
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	2 weeks	8.0	13																																					3	33	7.97	0.04	13.3	0.6	7.99	0.00	2227	3	459	0	1918	2	2.97	0.01	8	18.11	453.61	455.29	1918.01	124.46	2060.57	1.92	3.00
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	3 months	8.0	13																																					3	33	7.97	0.04	13.3	0.6	7.99	0.00	2227	3	459	0	1918	2	2.97	0.01	8	18.11	453.61	455.29	1918.01	124.46	2060.57	1.92	3.00
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	Ramp-up	8.0	17																																					3	33	7.96	0.05	17.4	0.9	7.97	0.00	2228	2	478	2	1884	1	3.33	0.02	8	16.98	481.32	483.01	1889.56	137.03	2043.56	2.13	3.32
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	2 weeks	8.0	17																																					2	33	7.96	0.05	17.4	0.9	7.97	0.00	2228	2	478	2	1884	1	3.33	0.02	8	16.98	481.32	483.01	1889.56	137.03	2043.56	2.13	3.32
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	3 months	8.0	17																																					3	33	7.96	0.05	17.4	0.9	7.97	0.00	2228	2	478	2	1884	1	3.33	0.02	8	16.98	481.32	483.01	1889.56	137.03	2043.56	2.13	3.32
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	Ramp-up	7.7	13																																					5	33	7.71	0.03	13.1	0.7	7.70	0.00	2229	1	955	1	2059	0	1.62	0.00	8	38.10	948.60	952.13	2060.02	68.03	2166.15	1.05	1.64
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	2 weeks	7.7	13																																					2	33	7.71	0.03	13.1	0.7	7.70	0.00	2229	1	955	1	2059	0	1.62	0.00	8	38.10	948.60	952.13	2060.02	68.03	2166.15	1.05	1.64
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	3 months	7.7	13																																					5	33	7.71	0.03	13.1	0.7	7.70	0.00	2229	1	955	1	2059	0	1.62	0.00	8	38.10	948.60	952.13	2060.02	68.03	2166.15	1.05	1.64
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	Ramp-up	7.7	17																																					3	33	7.70	0.04	17.3	0.8	7.69	0.01	2230	0	983	17	2034	3	1.90	0.03	8	34.99	989.05	992.53	2039.09	77.31	2151.39	1.20	1.87
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	2 weeks	7.7	17																																					2	33	7.70	0.04	17.3	0.8	7.69	0.01	2230	0	983	17	2034	3	1.90	0.03	8	34.99	989.05	992.53	2039.09	77.31	2151.39	1.20	1.87
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	3 months	7.7	17																																					2	33	7.70	0.04	17.3	0.8	7.69	0.01	2230	0	983	17	2034	3	1.90	0.03	8	34.99	989.05	992.53	2039.09	77.31	2151.39	1.20	1.87
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	Ramp-up	7.5	13																																					13	33	7.55	0.04	13.0	0.7	7.53	0.00	2231	0	1429	5	2110	0	1.16	0.00	8	57.98	1438.97	1444.33	2114.20	47.02	2219.20	0.72	1.13
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	2 weeks	7.5	13																																					14	33	7.55	0.04	13.0	0.7	7.53	0.00	2231	0	1429	5	2110	0	1.16	0.00	8	57.98	1438.97	1444.33	2114.20	47.02	2219.20	0.72	1.13
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	3 months	7.5	13																																					14	33	7.55	0.04	13.0	0.7	7.53	0.00	2231	0	1429	5	2110	0	1.16	0.00	8	57.98	1438.97	1444.33	2114.20	47.02	2219.20	0.72	1.13
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	Ramp-up	7.5	17																																					14	33	7.54	0.05	17.1	0.9	7.52	0.00	2229	3	1499	4	2093	2	1.32	0.01	8	53.47	1502.61	1507.92	2097.23	53.35	2204.05	0.83	1.29
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	2 weeks	7.5	17																																					13	33	7.54	0.05	17.1	0.9	7.52	0.00	2229	3	1499	4	2093	2	1.32	0.01	8	53.47	1502.61	1507.92	2097.23	53.35	2204.05	0.83	1.29
laboratory	Pandalus gurneyi	marinespecies.org	urn:lsid:marinespecies.org:taxname:515466	3 months	7.5	17																																					13	33	7.54	0.05	17.1	0.9	7.52	0.00	2229	3	1499	4	2093	2	1.32	0.01	8	53.47	1502.61	1507.92	2097.23	53.35	2204.05	0.83	1.29