Citation:

PANGAEA.960596

Name: Seawater carbonate chemistry and survival and growth of macroalgal Fucus vesiculosus germlings
Published: 2023-07-11
License: https://creativecommons.org/licenses/by/4.0/
Keywords: Benthos; Chromista; Coast and continental shelf; Fucus vesiculosus; Growth/Morphology; Laboratory experiment; Macroalgae; Macro-nutrients; Mesocosm or benthocosm; Mortality/Survival; North Atlantic; Ochrophyta; Oxygen; Single species; Temperate; Temperature

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Abstract:

Ecological impact of global change is generated by multiple synchronous or asynchronous drivers which interact with each other and with intraspecific variability of sensitivities. In three near-natural experiments, we explored response correlations of full-sibling germling families of the seaweed Fucus vesiculosus towards four global change drivers: elevated CO2 (ocean acidification, OA), ocean warming (OW), combined OA and warming (OAW), nutrient enrichment and hypoxic upwelling. Among families, performance responses to OA and OW as well as to OAW and nutrient enrichment correlated positively whereas performance responses to OAW and hypoxia anti-correlated. This indicates (i) that families robust to one of the three drivers (OA, OW, nutrients) will also not suffer from the two other shifts, and vice versa and (ii) families benefitting from OAW will more easily succumb to hypoxia. Our results may imply that selection under either OA, OW or eutrophication would enhance performance under the other two drivers but simultaneously render the population more susceptible to hypoxia. We conclude that intraspecific response correlations have a high potential to boost or hinder adaptation to multifactorial global change scenarios.

Keyword(s):

Benthos; Chromista; Coast and continental shelf; Fucus vesiculosus; Growth/Morphology; Laboratory experiment; Macroalgae; Macro-nutrients; Mesocosm or benthocosm; Mortality/Survival; North Atlantic; Ochrophyta; Oxygen; Single species; Temperate; Temperature

Supplement to:

Al-Janabi, Balsam; Wahl, Martin; Karsten, Ulf; Graiff, Angelika; Kruse, Inken (2019): Sensitivities to global change drivers may correlate positively or negatively in a foundational marine macroalga. Scientific Reports, 9(1), https://doi.org/10.1038/s41598-019-51099-8

Related to:

Wahl, Martin; Werner, Franziska Julie; Buchholz, Björn; Raddatz, Stefanie; Graiff, Angelika; Matthiessen, Birte; Karsten, Ulf; Hiebenthal, Claas; Hamer, Jorin; Ito, Maysa; Gülzow, Elisa; Rilov, Gil; Guy-Haim, Tamar; Yang, Yan (2023): Seawater carbonate chemistry and seasonal mesocosm community experiments with warming and acidification treatments in Kiel Outdoor Benthocosms. PANGAEA, https://doi.org/10.1594/PANGAEA.959649

Source:

Al-Janabi, Balsam; Wahl, Martin; Kruse, Inken (2019): Experiment on sensitivities of the macroalgal Fucus vesiculosus germlings to ocean warming, ocean acidification, nutrient enrichment and hypoxia: survival and growth. PANGAEA, https://doi.org/10.1594/PANGAEA.900089

Documentation:

Gattuso, Jean-Pierre; Epitalon, Jean-Marie; Lavigne, Héloïse; Orr, James (2019): seacarb: Seawater Carbonate Chemistry. R package version 3.2.15. https://CRAN.R-project.org/package=seacarb

Project(s):

Ocean Acidification International Coordination Centre (OA-ICC)

Comment:

In order to allow full comparability with other ocean acidification data sets, the R package seacarb (Gattuso et al, 2022) 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 2023-07-11.

Parameter(s):

#	Name	Short Name	Unit	Principal Investigator	Method/Device	Comment
1	Type of study	Study type		Wahl, Martin
2	Species, unique identification	Species UID		Wahl, Martin
3	Species, unique identification (URI)	Species UID (URI)		Wahl, Martin
4	Species, unique identification (Semantic URI)	Species UID (Semantic URI)		Wahl, Martin
5	Treatment	Treat		Wahl, Martin
6	Group	Group		Wahl, Martin		Sibling
7	Period	Period		Wahl, Martin
8	Year of sampling	Year sampl		Wahl, Martin
9	Response ratio, logarithm	log response		Wahl, Martin		Survival
10	Ratio, standard error	Ratio std e	±	Wahl, Martin		Response ratio, logarithm; Survival
11	Response ratio, logarithm	log response		Wahl, Martin		Growth
12	Ratio, standard error	Ratio std e	±	Wahl, Martin		Response ratio, logarithm; Growth
13	Alkalinity, total	AT	µmol/kg	Wahl, Martin
14	Carbon, inorganic, dissolved	DIC	µmol/kg	Wahl, Martin
15	Temperature, water	Temp	°C	Wahl, Martin
16	Salinity	Sal		Wahl, Martin
17	Carbonate system computation flag	CSC flag		Yang, Yan	Calculated using seacarb after Nisumaa et al. (2010)
18	pH	pH		Yang, Yan	Calculated using seacarb after Nisumaa et al. (2010)	total scale
19	Carbon dioxide	CO2	µmol/kg	Yang, Yan	Calculated using seacarb after Nisumaa et al. (2010)
20	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)
21	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)
22	Bicarbonate ion	[HCO3]-	µmol/kg	Yang, Yan	Calculated using seacarb after Nisumaa et al. (2010)
23	Carbonate ion	[CO3]2-	µmol/kg	Yang, Yan	Calculated using seacarb after Nisumaa et al. (2010)
24	Aragonite saturation state	Omega Arg		Yang, Yan	Calculated using seacarb after Nisumaa et al. (2010)
25	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:

1172 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 Treat	6 Group (Sibling)	7 Period	8 Year sampl	9 log response (Survival)	10 Ratio std e [±] (Response ratio, logarithm; Su...)	11 log response (Growth)	12 Ratio std e [±] (Response ratio, logarithm; Gr...)	13 AT [µmol/kg]	14 DIC [µmol/kg]	15 Temp [°C]	16 Sal	17 CSC flag	18 pH (total scale)	19 CO2 [µmol/kg]	20 fCO2water_SST_wet [µatm]	21 pCO2water_SST_wet [µatm]	22 [HCO3]- [µmol/kg]	23 [CO3]2- [µmol/kg]	24 Omega Arg	25 Omega Cal
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OA	1	Spring	2013	0.001732937	0.055297959	-0.279186548	0.108478442	2048.67	1962.33	11.87	12.33	15	8.11	19.24	417.08	418.64	1858.63	84.46	1.32	2.30
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OA	2	Spring	2013	-0.217119870	0.335780089	-0.680894517		2048.67	1962.33	11.87	12.33	15	8.11	19.24	417.08	418.64	1858.63	84.46	1.32	2.30
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OA	3	Spring	2013	0.180178205	0.139514024	-0.424558611	0.093670788	2048.67	1962.33	11.87	12.33	15	8.11	19.24	417.08	418.64	1858.63	84.46	1.32	2.30
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OA	4	Spring	2013	0.228500585	0.121784292	-0.303732350	0.064036163	2048.67	1962.33	11.87	12.33	15	8.11	19.24	417.08	418.64	1858.63	84.46	1.32	2.30
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OA	5	Spring	2013	-0.100461106	0.072939979	-0.520000441	0.121961605	2048.67	1962.33	11.87	12.33	15	8.11	19.24	417.08	418.64	1858.63	84.46	1.32	2.30
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OA	6	Spring	2013	0.374522081	0.159104889	-0.039301401	0.112786852	2048.67	1962.33	11.87	12.33	15	8.11	19.24	417.08	418.64	1858.63	84.46	1.32	2.30
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OA	7	Spring	2013	0.024237655	0.334381906	-0.160642317	0.092418771	2048.67	1962.33	11.87	12.33	15	8.11	19.24	417.08	418.64	1858.63	84.46	1.32	2.30
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OA	8	Spring	2013	0.108692080	0.174164336	-0.162286746	0.161762866	2048.67	1962.33	11.87	12.33	15	8.11	19.24	417.08	418.64	1858.63	84.46	1.32	2.30
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OW	1	Spring	2013	-0.004390306	0.044918908	-0.131670448	0.039722332	2058.67	2040.67	15.93	12.33	15	7.77	46.38	1200.29	1204.47	1942.75	51.53	0.82	1.42
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OW	2	Spring	2013	-0.370867921	0.400633004	-0.668669465		2058.67	2040.67	15.93	12.33	15	7.77	46.38	1200.29	1204.47	1942.75	51.53	0.82	1.42
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OW	3	Spring	2013	0.085367090	0.132676836	-0.195178752	0.060669075	2058.67	2040.67	15.93	12.33	15	7.77	46.38	1200.29	1204.47	1942.75	51.53	0.82	1.42
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OW	4	Spring	2013	0.206814064	0.125681498	-0.001478474	0.069923808	2058.67	2040.67	15.93	12.33	15	7.77	46.38	1200.29	1204.47	1942.75	51.53	0.82	1.42
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OW	5	Spring	2013	-0.371134277	0.268102802	-0.135456740	0.103931290	2058.67	2040.67	15.93	12.33	15	7.77	46.38	1200.29	1204.47	1942.75	51.53	0.82	1.42
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OW	6	Spring	2013	0.337815335	0.168041171	0.175310638	0.072290360	2058.67	2040.67	15.93	12.33	15	7.77	46.38	1200.29	1204.47	1942.75	51.53	0.82	1.42
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OW	7	Spring	2013	-0.065021569	0.316415035	0.024374383	0.048236689	2058.67	2040.67	15.93	12.33	15	7.77	46.38	1200.29	1204.47	1942.75	51.53	0.82	1.42
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OW	8	Spring	2013	0.088128540	0.204186807	0.142745807	0.164468443	2058.67	2040.67	15.93	12.33	15	7.77	46.38	1200.29	1204.47	1942.75	51.53	0.82	1.42
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OA	1	Summer	2013	0.229329292	0.190172910	0.111569754	0.082836966	1932.67	1924.33	19.10	15.38	15	7.64	44.62	1202.25	1206.40	1839.13	40.59	0.66	1.11
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OA	2	Summer	2013					1932.67	1924.33	19.10	15.38	15	7.64	44.62	1202.25	1206.40	1839.13	40.59	0.66	1.11
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OA	3	Summer	2013	0.041639220	0.273814254	0.242903804	0.069414826	1932.67	1924.33	19.10	15.38	15	7.64	44.62	1202.25	1206.40	1839.13	40.59	0.66	1.11
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OA	4	Summer	2013	-0.019470818	0.335424165	0.074003505	0.040992597	1932.67	1924.33	19.10	15.38	15	7.64	44.62	1202.25	1206.40	1839.13	40.59	0.66	1.11
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OA	5	Summer	2013	0.312499519	0.136404166	1.219544607	0.252057571	1932.67	1924.33	19.10	15.38	15	7.64	44.62	1202.25	1206.40	1839.13	40.59	0.66	1.11
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OA	6	Summer	2013	-0.422258891	0.109840745	-0.742300183	0.193553176	1932.67	1924.33	19.10	15.38	15	7.64	44.62	1202.25	1206.40	1839.13	40.59	0.66	1.11
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OA	7	Summer	2013	0.273086961	0.309638831	0.164261623	0.125850319	1932.67	1924.33	19.10	15.38	15	7.64	44.62	1202.25	1206.40	1839.13	40.59	0.66	1.11
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OA	8	Summer	2013	0.141491766	0.273094278	-0.691045270	0.268168961	1932.67	1924.33	19.10	15.38	15	7.64	44.62	1202.25	1206.40	1839.13	40.59	0.66	1.11
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OW	1	Summer	2013	0.118107113	0.184351468	1.043634588	0.246736568	1927.00	1945.33	23.97	15.38	15	7.47	66.24	2039.34	2045.99	1841.71	37.38	0.63	1.06
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OW	2	Summer	2013					1927.00	1945.33	23.97	15.38	15	7.47	66.24	2039.34	2045.99	1841.71	37.38	0.63	1.06
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OW	3	Summer	2013	-0.285370554	0.254571857	1.394192830	0.314052646	1927.00	1945.33	23.97	15.38	15	7.47	66.24	2039.34	2045.99	1841.71	37.38	0.63	1.06
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OW	4	Summer	2013	-0.036594696	0.314080085	1.288787526	0.324526877	1927.00	1945.33	23.97	15.38	15	7.47	66.24	2039.34	2045.99	1841.71	37.38	0.63	1.06
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OW	5	Summer	2013	-0.444355981	0.216682558	1.440390464	0.286077225	1927.00	1945.33	23.97	15.38	15	7.47	66.24	2039.34	2045.99	1841.71	37.38	0.63	1.06
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OW	6	Summer	2013	-0.605585731	0.137935218	-0.142472629	0.283332413	1927.00	1945.33	23.97	15.38	15	7.47	66.24	2039.34	2045.99	1841.71	37.38	0.63	1.06
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OW	7	Summer	2013	-0.167286031	0.256507871	0.925457795	0.248859822	1927.00	1945.33	23.97	15.38	15	7.47	66.24	2039.34	2045.99	1841.71	37.38	0.63	1.06
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OW	8	Summer	2013	-0.760988740	0.138296814	-0.325530179	0.317707867	1927.00	1945.33	23.97	15.38	15	7.47	66.24	2039.34	2045.99	1841.71	37.38	0.63	1.06
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OAW	1	Summer	2014	-0.448781166	0.188664500	-0.401880546	0.087486326
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OAW	2	Summer	2014	-0.549439500	0.285506395	-0.318713402	0.058882247
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OAW	3	Summer	2014	-0.536445454	0.234015665	-0.218466268	0.046995064
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OAW	4	Summer	2014	-0.070898147	0.036649674	-0.197999297	0.029113638
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OAW	5	Summer	2014	-0.174455611	0.186602250	-0.457410715	0.061890877
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OAW	6	Summer	2014	0.161489155	0.137719891	-0.294887361	0.068978265
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OAW	7	Summer	2014	-0.855906107	0.262116034	-0.267243459	0.038070783
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OAW	8	Summer	2014	-0.268579958	0.218080015	-0.463045717	0.078883979
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OAW	9	Summer	2014	-0.123055501	0.111997873	-0.315793304	0.072160679
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OAW	10	Summer	2014	0.037788561	0.020823123	-0.152197835	0.071140687
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OAW	11	Summer	2014	-0.354108789	0.250745347	-0.481116695	0.051058214
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OAW	12	Summer	2014	-0.832963523	0.255885757	-0.373142214	0.084937412
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OAW	13	Summer	2014	-0.289593854	0.230312364	-0.227340078	0.073314203
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OAW	14	Summer	2014	-0.400881883	0.333978608	-0.329062204	0.098765821
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OAW	15	Summer	2014	-0.566360006	0.184098001	-0.654145361	0.053960506
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	OAW	16	Summer	2014	-0.140161762	0.154681455	-0.353524483	0.035876560
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Nutrients	1	Summer	2014	0.152874023	0.152473563	-0.252834163	0.050057489
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Nutrients	2	Summer	2014	0.064101784	0.120173929	-0.028119487	0.061514098
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Nutrients	3	Summer	2014	0.185037623	0.037540591	0.185276848	0.055897392
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Nutrients	4	Summer	2014	0.015585422	0.011513286	0.136857520	0.026887395
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Nutrients	5	Summer	2014	-0.005314686	0.013463333	-0.154881395	0.053093643
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Nutrients	6	Summer	2014	0.180990957	0.136937470	0.115016552	0.066299317
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Nutrients	7	Summer	2014	0.056218415	0.042004276	0.128021445	0.035113769
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Nutrients	8	Summer	2014	0.057192769	0.025180979	-0.036652074	0.064208426
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Nutrients	9	Summer	2014	-0.024500328	0.119279554	-0.043570300	0.073526016
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Nutrients	10	Summer	2014	-0.138957644	0.061364068	0.125237040	0.074852457
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Nutrients	11	Summer	2014	-0.028305337	0.003020000	-0.127436774	0.054944918
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Nutrients	12	Summer	2014	-0.012992282	0.007890000	0.050401008	0.025853771
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Nutrients	13	Summer	2014	-0.036099461	0.069148297	0.172622382	0.088530021
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Nutrients	14	Summer	2014	0.039940759	0.012153934	0.144413760	0.106796139
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Nutrients	15	Summer	2014	-0.034275442	0.028966214	-0.090826541	0.039632939
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Nutrients	16	Summer	2014	0.061483601		0.025919026	0.028144761
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Hypoxia	1	Summer	2014	0.126692394	0.153650329
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Hypoxia	2	Summer	2014	0.252454909	0.102361751
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Hypoxia	3	Summer	2014	0.184231552	0.038565204
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Hypoxia	4	Summer	2014	-0.359990457	0.113862391
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Hypoxia	5	Summer	2014	-0.249580604	0.096653037
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Hypoxia	6	Summer	2014	-0.148684220
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Hypoxia	7	Summer	2014	0.029704504	0.040586829
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Hypoxia	8	Summer	2014	-0.107078067	0.066439099
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Hypoxia	9	Summer	2014	-0.177273193	0.198010784
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Hypoxia	10	Summer	2014	-0.322905565	0.057013955
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Hypoxia	11	Summer	2014	-0.085631718	0.032100000
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Hypoxia	12	Summer	2014	-0.038850673	0.012900000
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Hypoxia	13	Summer	2014	-0.001760000	0.032039610
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Hypoxia	14	Summer	2014	0.010219944	0.022206749
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Hypoxia	15	Summer	2014	-0.070126953	0.031559508
laboratory	Fucus vesiculosus	marinespecies.org	urn:lsid:marinespecies.org:taxname:145548	Hypoxia	16	Summer	2014	-0.108794749	0.143428662