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PANGAEA.
Data Publisher for Earth & Environmental Science
Abstract:
Coastal marine environments — including lagoons, fjords, and estuaries — are characterized by pronounced environmental variability, with fluctuations in salinity, temperature, and nutrient levels shaping microbial community structure and function. To explore these dynamic systems, we sampled 26 sites between December 2021 and January 2023 along the coasts of France and Chile, spanning lagoons, estuaries, fjords, harbours, and both coastal and offshore marine environments. Surface waters were collected using either Niskin bottles or polycarbonate carboys, with additional deeper layers obtained at three sites. Monthly sampling at six French sites enables the assessment of seasonal dynamics. The presented dataset captures multiple environmental gradients, ranging from terrestrial–marine transitions and salinity fluctuations to eutrophication level, seasonal, geographic and disturbance-related variation. A total of 116 samples were analysed for 13 environmental parameters alongside metabarcoding and metagenomic sequencing. Temperature and salinity were recorded in the field immediately after sampling. Chlorophyll a was quantified fluorometrically following acetone extraction (Holm-Hansen et al. 1965; Lorenzen 1967). Dissolved organic carbon (DOC) was measured using high-temperature catalytic oxidation (Benner and Strom 1993) with a TOC analyser. Fluorescent dissolved organic matter (fDOM) peaks T and C (as proxy for protein like and humic like DOM, respectively) were quantified with a Jasco FP-8500 spectrofluorometer (Coble 1996). Leucine incorporation rates were determined via the centrifugation method (Smith and Azam 1992), and respiration rates were estimated via oxygen consumption in 5 ml glass vials using PreSens OxoDishes and a SensorDish® Reader. Inorganic nutrients were analyzed using a QuAAtro39 or AA3HR autoanalyzer (Grasshoff et al. 2009; Aminot and Kérouel 2007).
Keyword(s):
Beach; Chilean Pacific coast; Coastal; Dissolved Organic Matter; Ecology & Environment; Eutrophication gradient; Fjord; Gulf of Lion; Harbor; Inorganic nutrients; Lagoon; Microbiology; Patagonia; Productivity parameters; Salinity gradient; Saltmarsh; Seasonal survey; Terrestrial-marine transitions
Supplement to:
Maeke, Mara D; Hassenrück, Christiane; Aguilar Muñoz, Polette; Aravena, Camila; Burmeister, Christian; Crispi, Olivier; Diallo, Papa Oumar Djibril; Fernández, Camila; Gouriou, Maëlann; Jamont, Alizée; Laymand, Emile; Marie, Barbara; Molina, Verónica; Ortega-Retuerta, Eva; Rabouille, Sophie; Sajeeb, Mazharul Islam; Sierks, Maria; Stevens, Martha; Turon, Robin; Valdés-Castro, Valentina; Beier, Sara (in prep.): Metabarcoding and metagenomic data across aquatic environmental gradients along the coasts of France and Chile. Collection: Metagenomics in marine and terrestrial aquatic environments, Scientific Data
Related to:
Beier, Sara (2025): Investigation of environmental disturbances on microbial communities in coastal environments [dataset]. European Nucleotide Archive (ENA), insdc:PRJEB90443
Maeke, Mara D; Hassenrück, Christiane; Beier, Sara (2025): Metabarcoding and metagenomic data across aquatic environmental gradients along the coasts of France and Chile. Zenodo, https://doi.org/10.5281/ZENODO.16928831
References:
Aminot, Alain; Kerouel, Roger (2007): Dosage automatique des nutriments dans les eaux marines: méthodes en flux continu (in French). In: Ifremer (Ed.), Méthodes d'analyse en milieu marin, 188 pp
Benner, Ronald H; Strom, Michael (1993): A critical evaluation of the analytical blank associated with DOC measurements by high-temperature catalytic oxidation. Marine Chemistry, 41(1-3), 153-160, https://doi.org/10.1016/0304-4203(93)90113-3
Coble, Paula G (1996): Characterization of marine and terrestrial DOM in seawater using excitation-emission matrix spectroscopy. Marine Chemistry, 51(4), 325-346, https://doi.org/10.1016/0304-4203(95)00062-3
Grasshoff, Klaus; Kremling, Klaus; Ehrhardt, M (2009): Methods of Seawater Analysis, 3rd Completely Revised and Enlarged Edition. 632 pp
Holm-Hansen, Osmund; Lorenzen, Carl J; Holmes, Robert W; Strickland, John D H (1965): Fluorometric Determination of Chlorophyll. ICES Journal of Marine Science, 30(1), 3-15, https://doi.org/10.1093/icesjms/30.1.3
Lorenzen, Carl J (1967): Determination of Chlorophyll and Pheo-Pigments: Spectrophotometric Equations. Limnology and Oceanography, 12(2), 343-346, https://doi.org/10.4319/lo.1967.12.2.0343
Smith, David Charles; Azam, Farooq (1992): A simple, economical method for measuring bacterial protein synthesis rates in seawater using 3H-leucine. Marine Microbial Food Webs, 6(2), 107-114
Related code / software:
Further details:
Diallo, Papa Oumar Djibril; Sierks, Maria; Ortega-Retuerta, Eva; Beier, Sara (2025): Investigation of environmental disturbances and fluctuations in coastal environments - raw data for the estimation of respiration and leucin incorporation rates [dataset]. Contextual_data.zip
Funding:
Centre National de la Recherche Scientifique (CNRS), grant/award no. IRP MAST CNRS INSU INSB INEE: CNRS Laboratoire international associé program
Deutsche Forschungsgemeinschaft, Bonn (DFG), grant/award no. BE5937/2-3: GESIFUS2 - The genetic structure of microbial communities as a signature of their functional stability
École Normale Supérieure de Paris (ENS-PSL), grant/award no. Scholarship
European Commission (EC), grant/award no. EMJM scholarship: Erasmus Mundus Joint Masters
European Commission (EC), grant/award no. Grant: Erasmus+
National Agency for Research and Development (ANID), grant/award no. 1211977: National Fund for Scientific and Technological Development (FONDECYT)
National Agency for Research and Development (ANID), grant/award no. FB210021: COPAS Coastal
Coverage:
Median Latitude: 32.163025 * Median Longitude: -6.649043 * South-bound Latitude: -42.386510 * West-bound Longitude: -72.955399 * North-bound Latitude: 43.116167 * East-bound Longitude: 3.543333
Date/Time Start: 2021-12-02T00:00:00 * Date/Time End: 2024-01-17T00:00:00
Minimum DEPTH, water: 1.0 m * Maximum DEPTH, water: 500.0 m
Event(s):
CBD01 * Latitude: -42.343600 * Longitude: -72.479690 * Date/Time Start: 2022-05-02T00:00:00 * Date/Time End: 2022-05-02T00:00:00 * Elevation: -200.0 m * Location: Comau Fjord, Chile * Campaign: GESIFUS.4 * Method/Device: Bottle, Niskin 10-L (NIS_10L)
CBS01 * Latitude: -42.343600 * Longitude: -72.479690 * Date/Time Start: 2022-05-02T00:00:00 * Date/Time End: 2022-05-02T00:00:00 * Elevation: -1.0 m * Location: Comau Fjord, Chile * Campaign: GESIFUS.4 * Method/Device: Bottle, Niskin 10-L (NIS_10L)
CCO01 * Latitude: -36.526243 * Longitude: -72.955399 * Date/Time Start: 2022-04-21T00:00:00 * Date/Time End: 2022-04-21T00:00:00 * Elevation: -1.0 m * Location: Coliumo Beach, Chile * Campaign: GESIFUS.3 * Method/Device: Carboy, polycarbonate, 20-L
Comment:
#8888.00 = nutrients data available at https://www.moose-network.fr/; #9999.00 = nutrients data available at https://www.somlit.fr
Additional funding information:
* Fondation de la Mer, scholarship to Emile Laymand (https://www.fondationdelamer.org/nos-programmes/postuler-a-une-bourse/)
* École Normale Supérieure de Paris (ENS-PSL), scholarship to Emile Laymand
* European Commission (EC), Erasmus Mundus Joint Master scholarships to Mazharul Islam Sajeeb, Camila Aravena, Alizée Jamont
* European Commission (EC), Erasmus+ scholarship to Maria Sierks
* Institut de l'Océan de l'Alliance Sorbonne Université, scholarship to Papa Oumar Djibril Diallo
Parameter(s):
#NameShort NameUnitPrincipal InvestigatorMethod/DeviceComment
1Event labelEventBeier, Sara
2Campaign of eventCampaignBeier, Sara
3Environmental featureEnv featureBeier, SaraTerms registered at EnvO, the Environmental OntologyEnvironmental feature: Environmental medium
4Environmental feature (URI)Env feature (URI)Beier, SaraTerms registered at EnvO, the Environmental OntologyEnvironmental feature: Environmental medium
5Environmental feature (Semantic URI)Env feature (Semantic URI)Beier, SaraTerms registered at EnvO, the Environmental OntologyEnvironmental feature: Environmental medium
6Environmental featureEnv featureBeier, SaraTerms registered at EnvO, the Environmental OntologyEnvironmental feature: Broad-scale environmental context
7Environmental feature (URI)Env feature (URI)Beier, SaraTerms registered at EnvO, the Environmental OntologyEnvironmental feature: Broad-scale environmental context
8Environmental feature (Semantic URI)Env feature (Semantic URI)Beier, SaraTerms registered at EnvO, the Environmental OntologyEnvironmental feature: Broad-scale environmental context
9Environmental featureEnv featureBeier, SaraTerms registered at EnvO, the Environmental OntologyEnvironmental feature: Local environmental context
10Environmental feature (URI)Env feature (URI)Beier, SaraTerms registered at EnvO, the Environmental OntologyEnvironmental feature: Local environmental context
11Environmental feature (Semantic URI)Env feature (Semantic URI)Beier, SaraTerms registered at EnvO, the Environmental OntologyEnvironmental feature: Local environmental context
12Location of eventLocationBeier, Sara
13Latitude of eventLatitudeBeier, Sara
14Longitude of eventLongitudeBeier, Sara
15Elevation of eventElevationmBeier, Sara
16Date/Time of eventDate/TimeBeier, Sara
17Method/Device of eventMethod/DeviceBeier, Sara
18Comment of eventCommentBeier, Sara
19DEPTH, waterDepth watermBeier, SaraGeocode
20Accession number, geneticsAccess no genBeier, Sararegistered at the European Nucleotides Archive (ENA)Sample accession number
21Accession number, geneticsAccess no genBeier, Sararegistered at the European Nucleotides Archive (ENA)Additional sample accession number
22Temperature, waterTemp°CBeier, SaraConductivity meter, WTW, Cond 330i (sampling in France); Multiparameter meter, Thermo Scientific, Orion Star™ (sampling in Chile)
23SalinitySalBeier, SaraConductivity meter, WTW, Cond 330i (sampling in France); Multiparameter meter, Thermo Scientific, Orion Star™ (sampling in Chile)
24Chlorophyll aChl aµg/lBeier, SaraFluorometer, Turner Designs, 10-AU
25Carbon, organic, dissolvedDOCµmol/lOrtega-Retuerta, EvaTotal organic carbon analyzer, Shimadzu, TOC-V CSH
26Fluorescence, dissolved organic matter, C coble-peakFDOM C-peakRUOrtega-Retuerta, EvaSpectrofluorometer, JASCO, FP-8500; equipped with xenon lamp
27Fluorescence, dissolved organic matter, T coble-peakFDOM T-peakRUOrtega-Retuerta, EvaSpectrofluorometer, JASCO, FP-8500; equipped with xenon lamp
28Leucine incorporation rateLeu inc ratepmol/l/hBeier, SaraTritated leucine incorporation method according to Smith and Azam (1992)Raw data are available under "Further details" of Diallo et al. (2025); scripts to process raw data under "Related code/software"
29Respiration rate, carbonResp Cµg/l/dayBeier, SaraRespirometry plate, PreSens, OxoDish®; using a sensor dish reader (SDR), PreSens, SensorDish® ReaderRaw data are available under "Further details" of Diallo et al. (2025); scripts to process raw data under "Related code/software"
30AmmoniaNH3µmol/lBeier, SaraContinuous Segmented Flow Analyzer, SEAL Analytical, QuAAtro39Detection limit: 0.5 µmol/l; #8888.00 = data available at https:
31SilicateSi(OH)4µmol/lBeier, SaraContinuous Segmented Flow Analyzer, SEAL Analytical, QuAAtro39Detection limit: 2 µmol/l; #8888.00 = data available at https:
32Phosphate[PO4]3-µmol/lBeier, SaraSegmented continuous flow autoanalyzer, SEAL Analytical, QuAAtro39; or segmented continuous flow autoanalyzerBran-Luebbbe, AA3HRDetection limit of autoanalyzer QuAAtro39: 0.1 µmol/l; detection limit of AutoAnalyzer AA3HR: 0.01 µmol/l; #8888.00 = data available at https:
33Nitrite[NO2]-µmol/lBeier, SaraSegmented continuous flow autoanalyzer, SEAL Analytical, QuAAtro39; or segmented continuous flow autoanalyzerBran-Luebbbe, AA3HRDetection limit of autoanalyzer QuAAtro39: 0.04 µmol/l; detection limit of AutoAnalyzer AA3HR: 0.01 µmol/l; #8888.00 = data available at https:
34Nitrate[NO3]-µmol/lBeier, SaraSegmented continuous flow autoanalyzer, SEAL Analytical, QuAAtro39; or segmented continuous flow autoanalyzerBran-Luebbbe, AA3HRDetection limit 0.02 µmol/l (both autoanalyzers); #8888.00 = data available at https:
35Uniform resource locator/link to referenceURL refBeier, SaraURL to retrieve nutrients data (ammonia, silicate, phosphate, nitrite, nitrate) for MOOSE platform (#8888.00) and SOMLIT platform (#9999.00)
36Method commentMethod commBeier, SaraDevice used for nutrients: phosphate and nitrate
37Method commentMethod commBeier, SaraDevice used for nutrients: nitrite
Status:
Curation Level: Enhanced curation (CurationLevelC)
Size:
2138 data points

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