Citation:

PANGAEA.986848

Name: Seawater carbonate chemistry and phytoplankton productivity and community structure in the coastal water of Southern East
Published: 2025-10-22
License: https://creativecommons.org/licenses/by/4.0/
Keywords: Coast and continental shelf; Community composition and diversity; Containers and aquaria (20-1000 L or < 1 m**2); Entire community; Laboratory experiment; North Pacific; Pelagos; Primary production/Photosynthesis; Temperate; Temperature

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

Published: 2025-10-22 • DOI registered: 2025-11-20

RIS Citation BibTeX Citation Text Citation Share

Abstract:

In this study, we investigated the impacts of ocean acidification and warming on the phytoplankton community and primary productivity in the southern coastal water of the East China Sea by running land-based mesocosms controlled under current atmospheric pCO2 (∼430 μatm) and projected levels for the year 2100 (∼1000 μatm, HC, High CO2) at 27°C (ambient) and 30°C (warming, HT, High Temperature).

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 provided by the author of the related paper (see Related to) to 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 2025-09-23.

Keyword(s):

Coast and continental shelf; Community composition and diversity; Containers and aquaria (20-1000 L or < 1 m**2); Entire community; Laboratory experiment; North Pacific; Pelagos; Primary production/Photosynthesis; Temperate; Temperature

Related to:

Zhang, Yukun; Beardall, John; Gao, Kunshan (2025): Combined effects of ocean acidification and warming on phytoplankton productivity and community structure in the coastal water of Southern East. Marine Environmental Research, 210, 107352, https://doi.org/10.1016/j.marenvres.2025.107352

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

Yang, Yan; Brockmann, Patrick; Galdino, Carolina; Schindler, Uwe; Gazeau, Frédéric (2024): An update of data compilation on the biological response to ocean acidification and overview of the OA-ICC data portal. Earth System Science Data, 16(8), 3771-3780, https://doi.org/10.5194/essd-16-3771-2024

Yang, Yan; Hansson, L; Gattuso, Jean-Pierre (2016): Data compilation on the biological response to ocean acidification: an update. Earth System Science Data, 8(1), 79-87, https://doi.org/10.5194/essd-8-79-2016

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)

Parameter(s):

#	Name	Short Name	Unit	Principal Investigator	Method/Device	Comment
1	Type of study	Study type		Gao, Kunshan
2	Day of experiment	DOE	day	Gao, Kunshan
3	Treatment	Treat		Gao, Kunshan		HC=High CO2, HT=High temperature
4	Primary production of carbon	PP C	µg/l	Gao, Kunshan
5	Primary production of carbon, standard deviation	PP C std dev	±	Gao, Kunshan
6	Primary production of carbon, per chlorophyll a	PP C/Chl a	µg/µg	Gao, Kunshan
7	Primary production of carbon, standard deviation	PP C std dev	±	Gao, Kunshan		per Chlorophyll a
8	Maximum quantum yield of photosystem II	Fv/Fm		Gao, Kunshan
9	Maximum quantum yield of photosystem II, standard deviation	Fv/Fm std dev	±	Gao, Kunshan
10	Effective quantum yield of photosystem II	Y(II)		Gao, Kunshan
11	Effective quantum yield, standard deviation	Y std dev	±	Gao, Kunshan
12	Non photochemical quenching	NPQ		Gao, Kunshan
13	Non photochemical quenching, standard deviation	NPQ std dev	±	Gao, Kunshan
14	Phylum	Phylum		Gao, Kunshan		18s
15	Domain, biology	Domain		Gao, Kunshan		18s
16	Abundance	Abund	%	Gao, Kunshan		18s
17	Phylum	Phylum		Gao, Kunshan		16s
18	Domain, biology	Domain		Gao, Kunshan		16s
19	Abundance	Abund	%	Gao, Kunshan		16s
20	Chao 1 richness	Chao1 rich		Gao, Kunshan
21	Shannon Diversity Index	H'		Gao, Kunshan
22	Salinity	Sal		Gao, Kunshan
23	Temperature, water	Temp	°C	Gao, Kunshan		input
24	Temperature, water	Temp	°C	Gao, Kunshan		output
25	pH, NBS scale	pH NBS		Gao, Kunshan
26	Alkalinity, total	AT	µmol/kg	Gao, Kunshan
27	Carbonate system computation flag	CSC flag		Yang, Yan	Calculated using seacarb after Nisumaa et al. (2010)
28	pH, total scale	pHT		Yang, Yan	Calculated using seacarb after Nisumaa et al. (2010)
29	Carbon dioxide	CO2	µmol/kg	Yang, Yan	Calculated using seacarb after Nisumaa et al. (2010)
30	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)
31	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)
32	Bicarbonate ion	[HCO3]-	µmol/kg	Yang, Yan	Calculated using seacarb after Nisumaa et al. (2010)
33	Carbonate ion	[CO3]2-	µmol/kg	Yang, Yan	Calculated using seacarb after Nisumaa et al. (2010)
34	Carbon, inorganic, dissolved	DIC	µmol/kg	Yang, Yan	Calculated using seacarb after Nisumaa et al. (2010)
35	Aragonite saturation state	Omega Arg		Yang, Yan	Calculated using seacarb after Nisumaa et al. (2010)
36	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:

3293 data points

Data

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

1 Study type	2 DOE [day]	3 Treat (HC=High CO2, HT=High temperature)	4 PP C [µg/l]	5 PP C std dev [±]	6 PP C/Chl a [µg/µg]	7 PP C std dev [±] (per Chlorophyll a)	8 Fv/Fm	9 Fv/Fm std dev [±]	10 Y(II)	11 Y std dev [±]	12 NPQ	13 NPQ std dev [±]	14 Phylum (18s)	15 Domain (18s)	16 Abund [%] (18s)	17 Phylum (16s)	18 Domain (16s)	19 Abund [%] (16s)	20 Chao1 rich	21 H'	22 Sal	23 Temp [°C] (input)	24 Temp [°C] (output)	25 pH NBS	26 AT [µmol/kg]	27 CSC flag	28 pHT	29 CO2 [µmol/kg]	30 fCO2water_SST_wet [µatm]	31 pCO2water_SST_wet [µatm]	32 [HCO3]- [µmol/kg]	33 [CO3]2- [µmol/kg]	34 DIC [µmol/kg]	35 Omega Arg	36 Omega Cal
laboratory	1	HCHT					0.48	0.02	0.39	0.01	0.02	0.00									35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory	3	HCHT	1035.44	75.79	155.53	5.51	0.59	0.00	0.41	0.00	2.63	0.32									35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory	5	HCHT	290.60	200.83	134.50	37.26	0.46	0.03	0.35	0.02	0.90	0.57									35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory	7	HCHT	384.75	290.48	168.52	93.28	0.49	0.05	0.38	0.02	1.83	1.00									35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory	9	HCHT	546.35	194.65	231.76	46.47	0.52	0.05	0.41	0.01	1.57	1.13									35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory	11	HCHT	487.92	10.56	162.62	12.60	0.56	0.02	0.45	0.04	1.41	0.56									35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory	13	HCHT	931.23	80.46	228.86	2.04	0.61	0.02	0.48	0.03	1.00	0.08									35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory	1	HC					0.50	0.02	0.41	0.01	-0.12	0.06									35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory	3	HC	1259.95	53.30	185.26	11.82	0.60	0.01	0.42	0.01	1.72	0.01									35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory	5	HC	463.92	62.78	125.06	23.18	0.50	0.02	0.40	0.03	1.23	0.13									35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory	7	HC	358.38	145.92	196.83	93.38	0.51	0.05	0.36	0.03	1.39	0.10									35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory	9	HC	203.45	171.31	153.21	38.88	0.48	0.04	0.36	0.05	1.01	0.44									35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory	11	HC	193.86	54.73	105.29	16.40	0.55	0.02	0.40	0.04	0.66	0.33									35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory	13	HC	876.91	364.15	152.45	18.53	0.62	0.02	0.45	0.04	0.48	0.09									35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory	1	HT					0.50	0.02	0.42	0.02	-0.15	0.08									35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory	3	HT	1086.50	66.80	137.62	7.28	0.58	0.01	0.45	0.04	1.59	0.53									35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory	5	HT	567.90	95.07	199.54	41.46	0.53	0.02	0.40	0.01	1.36	0.30									35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory	7	HT	364.92	146.81	194.56	9.66	0.57	0.02	0.40	0.01	1.17	0.76									35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory	9	HT	397.59	80.02	203.16	33.00	0.56	0.02	0.39	0.01	1.35	0.95									35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory	11	HT	531.25	167.36	148.60	23.20	0.59	0.00	0.43	0.02	1.02	0.58									35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory	13	HT	977.35	97.50	216.75	24.87	0.62	0.03	0.47	0.02	0.97	0.26									35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory	1	Control					0.50	0.02	0.41	0.03	-0.20	0.01									35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory	3	Control	1703.15	176.78	146.72	55.93	0.61	0.01	0.45	0.03	0.95	0.16									35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory	5	Control	454.23	238.41	109.43	65.67	0.50	0.08	0.31	0.12	0.79	0.36									35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory	7	Control	287.24	127.65	151.92	58.09	0.55	0.03	0.38	0.01	0.95	0.30									35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory	9	Control	267.43	96.68	127.78	46.73	0.58	0.02	0.38	0.05	1.13	0.15									35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory	11	Control	420.86	167.97	112.44	13.75	0.60	0.01	0.42	0.03	0.68	0.05									35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory	13	Control	1057.94	212.19	184.22	39.21	0.63	0.01	0.43	0.01	0.66	0.31									35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Ambient											Bacillariophyta	Eukaryota	15.42
laboratory		Ambient											Alveolata	Eukaryota	11.93
laboratory		Ambient											Basidiomycota	Fungi	2.60
laboratory		Ambient											Chlorophyta	Viridiplantae	35.10
laboratory		Ambient											Ascomycota	Fungi	11.69
laboratory		Ambient											Ciliophora	Eukaryota	3.54
laboratory		Ambient											Stramenopiles	Eukaryota	5.14
laboratory		Ambient											Rhizaria	Eukaryota	2.63
laboratory		Ambient											Chytridiomycota	Fungi	0.30
laboratory		Ambient											unclassified_Eukaryota	Eukaryota	0.09
laboratory		Ambient											Opisthokonta	Eukaryota	0.53
laboratory		Ambient											Nematoda	Metazoa	1.41
laboratory		Ambient											Streptophyta	Viridiplantae	0.21
laboratory		Ambient											Annelida	Metazoa	0.38
laboratory		Ambient											Cryptophyta	Eukaryota	0.31
laboratory		Ambient											Other		0.83
laboratory		Ambient											Unclassified		7.90
laboratory		HCHT											Bacillariophyta	Eukaryota	61.48						35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT											Alveolata	Eukaryota	3.31						35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT											Basidiomycota	Fungi	21.94						35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT											Chlorophyta	Viridiplantae	2.79						35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT											Ascomycota	Fungi	4.41						35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT											Ciliophora	Eukaryota	1.75						35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT											Stramenopiles	Eukaryota	1.10						35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT											Rhizaria	Eukaryota	0.78						35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT											Chytridiomycota	Fungi	0.02						35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT											unclassified_Eukaryota	Eukaryota	0.55						35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT											Opisthokonta	Eukaryota	0.74						35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT											Nematoda	Metazoa	0.04						35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT											Streptophyta	Viridiplantae	0.10						35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT											Annelida	Metazoa	0.05						35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT											Cryptophyta	Eukaryota	0.03						35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT											Other		0.13						35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT											Unclassified		0.78						35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HC											Bacillariophyta	Eukaryota	44.69						35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC											Alveolata	Eukaryota	34.03						35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC											Basidiomycota	Fungi	5.58						35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC											Chlorophyta	Viridiplantae	1.16						35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC											Ascomycota	Fungi	7.92						35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC											Ciliophora	Eukaryota	2.16						35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC											Stramenopiles	Eukaryota	1.68						35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC											Rhizaria	Eukaryota	0.77						35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC											Chytridiomycota	Fungi	0.10						35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC											unclassified_Eukaryota	Eukaryota	0.79						35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC											Opisthokonta	Eukaryota	0.15						35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC											Nematoda	Metazoa	0.30						35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC											Streptophyta	Viridiplantae	0.14						35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC											Annelida	Metazoa	0.02						35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC											Cryptophyta	Eukaryota	0.02						35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC											Other		0.13						35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC											Unclassified		0.36						35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HT											Bacillariophyta	Eukaryota	53.53						35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT											Alveolata	Eukaryota	5.13						35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT											Basidiomycota	Fungi	19.35						35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT											Chlorophyta	Viridiplantae	1.59						35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT											Ascomycota	Fungi	12.96						35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT											Ciliophora	Eukaryota	0.81						35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT											Stramenopiles	Eukaryota	1.51						35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT											Rhizaria	Eukaryota	1.08						35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT											Chytridiomycota	Fungi	2.17						35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT											unclassified_Eukaryota	Eukaryota	0.35						35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT											Opisthokonta	Eukaryota	0.22						35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT											Nematoda	Metazoa	0.04						35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT											Streptophyta	Viridiplantae	0.06						35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT											Annelida	Metazoa	0.01						35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT											Cryptophyta	Eukaryota	0.04						35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT											Other		0.12						35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT											Unclassified		1.02						35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		Control											Bacillariophyta	Eukaryota	67.52						35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control											Alveolata	Eukaryota	14.58						35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control											Basidiomycota	Fungi	3.44						35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control											Chlorophyta	Viridiplantae	0.71						35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control											Ascomycota	Fungi	3.55						35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control											Ciliophora	Eukaryota	3.30						35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control											Stramenopiles	Eukaryota	1.85						35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control											Rhizaria	Eukaryota	2.90						35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control											Chytridiomycota	Fungi	0.09						35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control											unclassified_Eukaryota	Eukaryota	0.50						35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control											Opisthokonta	Eukaryota	0.64						35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control											Nematoda	Metazoa	0.00						35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control											Streptophyta	Viridiplantae	0.04						35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control											Annelida	Metazoa	0.00						35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control											Cryptophyta	Eukaryota	0.02						35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control											Other		0.23						35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control											Unclassified		0.61						35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Ambient														Proteobacteria	Bacteria	34.38
laboratory		Ambient														Bacteroidota	Bacteria	60.56
laboratory		Ambient														Planctomycetota	Bacteria	0.38
laboratory		Ambient														Firmicutes	Bacteria	0.31
laboratory		Ambient														Actinobacteriota	Bacteria	2.19
laboratory		Ambient														Patescibacteria	Bacteria	0.69
laboratory		Ambient														Verrucomicrobiota	Bacteria	0.11
laboratory		Ambient														Cyanobacteria	Bacteria	0.30
laboratory		Ambient														Dependentiae	Bacteria	0.01
laboratory		Ambient														Bdellovibrionota	Bacteria	0.16
laboratory		Ambient														Other		0.36
laboratory		Ambient														Unclassified		0.55
laboratory		HCHT														Proteobacteria	Bacteria	79.49			35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT														Bacteroidota	Bacteria	10.52			35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT														Planctomycetota	Bacteria	4.38			35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT														Firmicutes	Bacteria	0.58			35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT														Actinobacteriota	Bacteria	2.52			35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT														Patescibacteria	Bacteria	1.68			35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT														Verrucomicrobiota	Bacteria	0.12			35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT														Cyanobacteria	Bacteria	0.12			35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT														Dependentiae	Bacteria	0.06			35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT														Bdellovibrionota	Bacteria	0.04			35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT														Other		0.16			35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HCHT														Unclassified		0.32			35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HC														Proteobacteria	Bacteria	85.17			35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC														Bacteroidota	Bacteria	7.03			35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC														Planctomycetota	Bacteria	3.43			35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC														Firmicutes	Bacteria	0.42			35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC														Actinobacteriota	Bacteria	1.15			35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC														Patescibacteria	Bacteria	1.41			35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC														Verrucomicrobiota	Bacteria	0.59			35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC														Cyanobacteria	Bacteria	0.13			35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC														Dependentiae	Bacteria	0.19			35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC														Bdellovibrionota	Bacteria	0.07			35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC														Other		0.11			35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HC														Unclassified		0.29			35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HT														Proteobacteria	Bacteria	84.97			35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT														Bacteroidota	Bacteria	6.00			35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT														Planctomycetota	Bacteria	3.98			35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT														Firmicutes	Bacteria	1.55			35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT														Actinobacteriota	Bacteria	1.93			35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT														Patescibacteria	Bacteria	0.62			35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT														Verrucomicrobiota	Bacteria	0.24			35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT														Cyanobacteria	Bacteria	0.14			35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT														Dependentiae	Bacteria	0.03			35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT														Bdellovibrionota	Bacteria	0.05			35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT														Other		0.12			35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		HT														Unclassified		0.39			35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		Control														Proteobacteria	Bacteria	83.16			35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control														Bacteroidota	Bacteria	5.76			35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control														Planctomycetota	Bacteria	2.52			35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control														Firmicutes	Bacteria	5.88			35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control														Actinobacteriota	Bacteria	0.82			35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control														Patescibacteria	Bacteria	0.61			35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control														Verrucomicrobiota	Bacteria	0.27			35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control														Cyanobacteria	Bacteria	0.10			35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control														Dependentiae	Bacteria	0.15			35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control														Bdellovibrionota	Bacteria	0.03			35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control														Other		0.07			35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Control														Unclassified		0.63			35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87
laboratory		Ambient																	968.78	5.81
laboratory		HCHT																	725.78	3.01	35	25	30	7.87	2261.96	26	7.65	28.45	1130.27	1133.68	1976.81	116.40	2121.66	1.90	2.83
laboratory		HC																	374.14	3.59	35	25	27	7.84	2265.57	26	7.67	29.25	1082.43	1085.81	1992.85	111.06	2133.15	1.78	2.68
laboratory		HT																	639.04	3.35	35	25	30	8.28	2257.97	26	8.06	9.64	383.04	384.19	1645.49	248.28	1903.41	4.04	6.04
laboratory		Control																	322.93	3.41	35	25	27	8.26	2260.35	26	8.09	9.71	359.35	360.47	1660.55	242.88	1913.14	3.89	5.87