Data quality control considerations in multivariate environmental monitoring: experience of the French coastal network SOMLIT

IntroductionWhile crucial to ensuring the production of accurate and high-quality data—and to avoid erroneous conclusions—data quality control (QC) in environmental monitoring datasets is still poorly documented.MethodsWith a focus on annual inter-laboratory comparison (ILC) exercises performed in t...

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Published in:	Frontiers in Marine Science
Main Authors:	Elsa Breton, Nicolas Savoye, Peggy Rimmelin-Maury, Benoit Sautour, Eric Goberville, Arnaud Lheureux, Thierry Cariou, Sophie Ferreira, Hélène Agogué, Samir Alliouane, Fabien Aubert, Sébastien Aubin, Eric Berthebaud, Hadrien Blayac, Lucie Blondel, Cédric Boulart, Yann Bozec, Sarah Bureau, Arnaud Caillo, Arnaud Cauvin, Jean-Baptiste Cazes, Léo Chasselin, Pascal Claquin, Pascal Conan, Marie-Ange Cordier, Laurence Costes, Romain Crec’hriou, Olivier Crispi, Muriel Crouvoisier, Valérie David, Yolanda Del Amo, Hortense De Lary, Gaspard Delebecq, Jeremy Devesa, Aurélien Domeau, Maria Durozier, Claire Emery, Eric Feunteun, Juliette Fauchot, Valérie Gentilhomme, Sandrine Geslin, Mélanie Giraud, Karine Grangeré, Gerald Grégori, Emilie Grossteffan, Aurore Gueux, Julien Guillaudeau, Gael Guillou, Manon Harrewyn, Orianne Jolly, Florence Jude-Lemeilleur, Paul Labatut, Nathalie Labourdette, Nicolas Lachaussée, Michel Lafont, Veronique Lagadec, Christophe Lambert, Jezebel Lamoureux, Laurent Lanceleur, Benoit Lebreton, Eric Lecuyer, David Lemeille, Yann Leredde, Cédric Leroux, Aude Leynaert, Stéphane L’Helguen, Camilla Liénart, Eric Macé, Eric Maria, Barbara Marie, Dominique Marie, Sébastien Mas, Fabrice Mendes, Line Mornet, Behzad Mostajir, Laure Mousseau, Antoine Nowaczyk, Sandra Nunige, René Parra, Thomas Paulin, David Pecqueur, Franck Petit, Philippe Pineau, Patrick Raimbault, Fabienne Rigaut-Jalabert, Christophe Salmeron, Ian Salter, Pierre-Guy Sauriau, Laurent Seuront, Emmanuelle Sultan, Rémi Valdès, Vincent Vantrepotte, Francesca Vidussi, Florian Voron, Renaud Vuillemin, Laurent. Zudaire, Nicole Garcia
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2023-04-01
Subjects:	environmental monitoring network data quality control inter-laboratory comparison exercises measurement uncertainty analyst performance multivariate dataset
Online Access:	https://www.frontiersin.org/articles/10.3389/fmars.2023.1135446/full