GLORIA - A globally representative hyperspectral in situ dataset for optical sensing of water quality
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Published:2023-02-16
Issue:1
Volume:10
Page:
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ISSN:2052-4463
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Container-title:Scientific Data
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language:en
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Short-container-title:Sci Data
Author:
Lehmann Moritz K.ORCID, Gurlin DanielaORCID, Pahlevan Nima, Alikas Krista, Conroy Ted, Anstee JanetORCID, Balasubramanian Sundarabalan V., Barbosa Cláudio C. F.ORCID, Binding Caren, Bracher Astrid, Bresciani Mariano, Burtner Ashley, Cao ZhigangORCID, Dekker Arnold G.ORCID, Di Vittorio CourtneyORCID, Drayson Nathan, Errera Reagan M., Fernandez Virginia, Ficek Dariusz, Fichot Cédric G., Gege PeterORCID, Giardino Claudia, Gitelson Anatoly A., Greb Steven R., Henderson Hayden, Higa Hiroto, Rahaghi Abolfazl Irani, Jamet CédricORCID, Jiang Dalin, Jordan Thomas, Kangro Kersti, Kravitz Jeremy A., Kristoffersen Arne S., Kudela RaphaelORCID, Li Lin, Ligi Martin, Loisel Hubert, Lohrenz Steven, Ma Ronghua, Maciel Daniel A.ORCID, Malthus Tim J., Matsushita Bunkei, Matthews Mark, Minaudo Camille, Mishra Deepak R.ORCID, Mishra SachidanandaORCID, Moore Tim, Moses Wesley J.ORCID, Nguyễn Hà, Novo Evlyn M. L. M., Novoa Stéfani, Odermatt DanielORCID, O’Donnell David M., Olmanson Leif G., Ondrusek Michael, Oppelt Natascha, Ouillon Sylvain, Pereira Filho WaterlooORCID, Plattner StefanORCID, Verdú Antonio Ruiz, Salem Salem I.ORCID, Schalles John F., Simis Stefan G. H., Siswanto Eko, Smith Brandon, Somlai-Schweiger IanORCID, Soppa Mariana A., Spyrakos Evangelos, Tessin Elinor, van der Woerd Hendrik J.ORCID, Vander Woude Andrea, Vandermeulen Ryan A.ORCID, Vantrepotte Vincent, Wernand Marcel R., Werther Mortimer, Young KyanaORCID, Yue Linwei
Abstract
AbstractThe development of algorithms for remote sensing of water quality (RSWQ) requires a large amount of in situ data to account for the bio-geo-optical diversity of inland and coastal waters. The GLObal Reflectance community dataset for Imaging and optical sensing of Aquatic environments (GLORIA) includes 7,572 curated hyperspectral remote sensing reflectance measurements at 1 nm intervals within the 350 to 900 nm wavelength range. In addition, at least one co-located water quality measurement of chlorophyll a, total suspended solids, absorption by dissolved substances, and Secchi depth, is provided. The data were contributed by researchers affiliated with 59 institutions worldwide and come from 450 different water bodies, making GLORIA the de-facto state of knowledge of in situ coastal and inland aquatic optical diversity. Each measurement is documented with comprehensive methodological details, allowing users to evaluate fitness-for-purpose, and providing a reference for practitioners planning similar measurements. We provide open and free access to this dataset with the goal of enabling scientific and technological advancement towards operational regional and global RSWQ monitoring.
Publisher
Springer Science and Business Media LLC
Subject
Library and Information Sciences,Statistics, Probability and Uncertainty,Computer Science Applications,Education,Information Systems,Statistics and Probability
Reference99 articles.
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