GLORIA - A globally representative hyperspectral in situ dataset for optical sensing of water quality

Moritz Lehmann; Daniela Gurlin; Nima Pahlevan; Krista Alikas; Ted Conroy; Janet Anstee; Sundarabalan Balasubramanian; Cláudio Barbosa; Caren Binding; Astrid Bracher; Mariano Bresciani; Ashley Burtner; Zhigang Cao; Arnold Dekker; Courtney Di Vittorio; Nathan Drayson; Reagan Errera; Virginia Fernandez; Dariusz Ficek; Cédric Fichot; Peter Gege; Claudia Giardino; Anatoly Gitelson; Steven Greb; Hayden Henderson; Hiroto Higa; Abolfazl Irani Rahaghi; Cédric Jamet; Dalin Jiang; Thomas Jordan; Kersti Kangro; Jeremy Kravitz; Arne Kristoffersen; Raphael Kudela; Lin Li; Martin Ligi; Hubert Loisel; Steven Lohrenz; Ronghua Ma; Daniel Maciel; Tim Malthus; Bunkei Matsushita; Mark Matthews; Camille Minaudo; Deepak Mishra; Sachidananda Mishra; Tim Moore; Wesley Moses; Hà Nguyễn; Evlyn Novo; Stéfani Novoa; Daniel Odermatt; David O’donnell; Leif Olmanson; Michael Ondrusek; Natascha Oppelt; Sylvain Ouillon; Waterloo Pereira Filho; Stefan Plattner; Antonio Ruiz Verdú; Salem Salem; John Schalles; Stefan Simis; Eko Siswanto; Brandon Smith; Ian Somlai-Schweiger; Mariana Soppa; Evangelos Spyrakos; Elinor Tessin; Hendrik van der Woerd; Andrea Vander Woude; Ryan Vandermeulen; Vincent Vantrepotte; Marcel Wernand; Mortimer Werther; Kyana Young; Linwei Yue

doi:10.1038/s41597-023-01973-y

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GLORIA - A globally representative hyperspectral in situ dataset for optical sensing of water quality

Journal article

Peer reviewed

GLORIA - A globally representative hyperspectral in situ dataset for optical sensing of water quality

Moritz Lehmann, Daniela Gurlin, Nima Pahlevan, Krista Alikas, Ted Conroy, Janet Anstee, Sundarabalan Balasubramanian, Cláudio Barbosa, Caren Binding, Astrid Bracher, …

Scientific data, Vol.10(1), pp.100-100

02/16/2023

DOI: https://doi.org/10.1038/s41597-023-01973-y

PMID: 36797273

Abstract

Ocean, Atmosphere

Sciences of the Universe

Abstract The 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.

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Title: GLORIA - A globally representative hyperspectral in situ dataset for optical sensing of water quality
Creators: Moritz Lehmann - University of Waikato
Daniela Gurlin - Wisconsin Department of Natural Resources
Nima Pahlevan - Science Systems and Applications
Krista Alikas - University of Tartu
Ted Conroy - University of Waikato
Janet Anstee - Commonwealth Scientific and Industrial Research Organisation
Sundarabalan Balasubramanian - GeoSensing and Imaging Consultancy
Cláudio Barbosa - Department of Space
Caren Binding - Environment and Climate Change Canada
Astrid Bracher - Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung
Mariano Bresciani - National Research Council
Ashley Burtner - NOAA Great Lakes Environmental Research Laboratory
Zhigang Cao - Nanjing Institute of Geography and Limnology
Arnold Dekker
Courtney Di Vittorio - Wake Forest University
Nathan Drayson - Commonwealth Scientific and Industrial Research Organisation
Reagan Errera - NOAA Great Lakes Environmental Research Laboratory
Virginia Fernandez - Universidad de la República
Dariusz Ficek - Pomeranian Medical University
Cédric Fichot - Boston University
Peter Gege - Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)
Claudia Giardino - National Research Council
Anatoly Gitelson - University of Nebraska–Lincoln
Steven Greb - University of Wisconsin–Madison
Hayden Henderson - Michigan Technological University
Hiroto Higa - Yokohama National University
Abolfazl Irani Rahaghi - Swiss Federal Institute of Aquatic Science and Technology
Cédric Jamet - Institut de Recherche pour le Développement
Dalin Jiang - University of Stirling
Thomas Jordan - Plymouth Marine Laboratory
Kersti Kangro - University of Tartu
Jeremy Kravitz - Ames Research Center
Arne Kristoffersen - University of Bergen
Raphael Kudela - University of California, Santa Cruz
Lin Li - University of Stirling
Martin Ligi - University of Tartu
Hubert Loisel - Université de Lille
Steven Lohrenz - University of Massachusetts Dartmouth
Ronghua Ma - Nanjing Institute of Geography and Limnology
Daniel Maciel - National Institute for Space Research
Tim Malthus - Commonwealth Scientific and Industrial Research Organisation
Bunkei Matsushita - University of Tsukuba
Mark Matthews
Camille Minaudo - Universitat de Barcelona
Deepak Mishra - University of Georgia
Sachidananda Mishra - NOAA National Centers for Coastal Ocean Science
Tim Moore - Harbor Branch Oceanographic Institute
Wesley Moses - United States Naval Research Laboratory
Hà Nguyễn
Evlyn Novo
Stéfani Novoa - Royal Netherlands Institute for Sea Research
Daniel Odermatt - Swiss Federal Institute of Aquatic Science and Technology
David O’donnell - Upstate Freshwater Institute
Leif Olmanson - University of Minnesota
Michael Ondrusek - NOAA Center for Satellite Applications and Research
Natascha Oppelt - Kiel University
Sylvain Ouillon - Université Toulouse III - Paul Sabatier
Waterloo Pereira Filho
Stefan Plattner - Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)
Antonio Ruiz Verdú - Parc Científic de la Universitat de València
Salem Salem - Kyoto University of Advanced Science
John Schalles - Creighton University
Stefan Simis - Plymouth Marine Laboratory
Eko Siswanto - Japan Agency for Marine-Earth Science and Technology
Brandon Smith - Goddard Space Flight Center
Ian Somlai-Schweiger - Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)
Mariana Soppa - Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung
Evangelos Spyrakos - University of Stirling
Elinor Tessin - University of Bergen
Hendrik van der Woerd - Vrije Universiteit Amsterdam
Andrea Vander Woude
Ryan Vandermeulen - Goddard Space Flight Center
Vincent Vantrepotte - Laboratoire d’Océanologie et de Géosciences
Marcel Wernand - Royal Netherlands Institute for Sea Research
Mortimer Werther - University of Stirling
Kyana Young - Wake Forest University
Linwei Yue - China University of Geosciences
Publication Details: Scientific data, Vol.10(1), pp.100-100
Publisher: Nature Publishing Group
Language: English
Academic Unit: Department of Estuarine and Ocean Sciences
Resource Type: Journal article
DOI: https://doi.org/10.1038/s41597-023-01973-y
Record Identifier: 9914444830601301