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

Type : ACL
Nature : Production scientifique
Au bénéfice du Laboratoire : Oui
Statut de publication : Publié
Année de publication : 2023
Auteurs (97) : BRETON Elsa SAVOYE Nicolas RIMMELIN-MAURY Peggy SAUTOUR B GOBERVILLE E LHEUREUX A CARIOU Thierry FERREIRA Sophie AGOGUE H ALLIOUANE Samir AUBERT F AUBIN Sébastien BERTHEBAUD Eric BLAYAC Hadrien BLONDEL Lucie BOULART C BOZEC Y BUREAU Sophie CAILLO Arnaud CAUVIN Arnaud CAZES Jean-baptiste CHASSELIN Léo CLAQUIN Pascal CONAN Pascal CORDIER M,a COSTES L CREC’HRIOU R CRISPI O CROUVOISIER Muriel DAVID Valérie DEL AMO Y DE LARY DE LATOUR Hortense DELEBECQ Gaspard DEVESA Jérémy DOMEAU Aurélien DUROZIER Maïa EMERY Claire FEUNTEUN E FAUCHOT J GENTILHOMME V GESLIN Sandrine GIRAUD Mélanie GRANGERÉ K GRÉGORI Gérald GROSSTEFFAN E GUEUX Aurore GUILLAUDEAU Julien GUILLOU G HARREWYN Manon JOLLY O JUDE-LEMEILLEUR Florence LABATUT Paul LABOURDETTE Nathalie LACHAUSSÉE N LAFONT M LAGADEC Veronique LAMBERT C,e LAMOUREUX Jézabel LANCELEUR Laurent LEBRETON Benoît LÉCUYER Eric LEMEILLE David LEREDDE Yann LEROUX C LEYNAERT A L’HELGUEN Stéphane LIÉNART Camilla MACÉ Eric MARIA Eric MARIE Barbara MARIE D MAS S MENDES Fabrice MORNET L MOSTAJIR Behzad MOUSSEAU Laure NOWACZYK A NUNIGE Sandra PARRA René PAULIN Thomas PECQUEUR D PETIT Flavien PINEAU P RAIMBAULT Patrick RIGAUT-JALABERT Fabienne SALMERON Christophe SALTER Ian SAURIAU Pierre-guy SEURONT L SULTAN E VALDÈS Rémi VANTREPOTTE Vincent VIDUSSI Franscesca VORON Florian VUILLEMIN R ZUDAIRE Laurent GARCIA Nicole
Revue scientifique : Frontiers in Marine Science
Volume : 10
Fascicule :
Pages :
DOI : 10.3389/fmars.2023.1135446
URL : https://www.frontiersin.org/articles/10.3389/fmars.2023.1135446
Abstract : 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 the context of the French coastal monitoring SOMLIT network, we share here a pragmatic approach to QC, which allows the calculation of systematic and random errors, measurement uncertainty, and individual performance. After an overview of the different QC actions applied to fulfill requirements for quality and competence, we report equipment, accommodation, design of the ILC exercises, and statistical methodology specially adapted to small environmental networks (<20 laboratories) and multivariate datasets. Finally, the expanded uncertainty of measurement for 20 environmental variables routinely measured by SOMLIT from discrete sampling—including Essential Ocean Variables—is provided.Results, Discussion, ConclusionThe examination of the temporal variations (2001–2021) in the repeatability, reproducibility, and trueness of the SOMLIT network over time confirms the essential role of ILC exercises as a tool for the continuous improvement of data quality in environmental monitoring datasets.
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Breton E, Savoye N, Rimmelin-Maury P, Sautour B, Goberville E, Lheureux A, Cariou T, Ferreira S, Agogue H, Alliouane S, Aubert F, Aubin S, Berthebaud E, Blayac H, Blondel L, Boulart C, Bozec Y, Bureau S, Caillo A, Cauvin A, Cazes J-B, Chasselin L, Claquin P, Conan P, Cordier MA, Costes L, Crec’hriou R, Crispi O, Crouvoisier M, David V, Del Amo Y, De Lary de Latour H, Delebecq G, Devesa J, Domeau A, Durozier M, Emery C, Feunteun E, Fauchot J, Gentilhomme V, Geslin S, Giraud M, Grangeré K, Grégori G, Grossteffan E, Gueux A, Guillaudeau J, Guillou G, Harrewyn M, Jolly O, Jude-Lemeilleur F, Labatut P, Labourdette N, Lachaussée N, Lafont M, Lagadec V, Lambert CE, Lamoureux J, Lanceleur L, Lebreton B, Lécuyer E, Lemeille D, Leredde Y, Leroux C, Leynaert A, L’Helguen S, Liénart C, Macé E, Maria E, Marie B, Marie D, Mas S, Mendes F, Mornet L, Mostajir B, Mousseau L, Nowaczyk A, Nunige S, Parra R, Paulin T, Pecqueur D, Petit F, Pineau P, Raimbault P, Rigaut-Jalabert F, Salmeron C, Salter I, Sauriau P-G, Seuront L, Sultan E, Valdès R, Vantrepotte V, Vidussi F, Voron F, Vuillemin R, Zudaire L, Garcia N (2023) Data quality control considerations in multivariate environmental monitoring: experience of the French coastal network SOMLIT. Front Mar Sci 10 | doi: 10.3389/fmars.2023.1135446