Water quality and remote sensing reflectance data for global inland, coastal and ocean waters

doi:doi:10.1594/PANGAEA.961720

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Water quality and remote sensing reflectance data for global inland, coastal and ocean waters

This dataset represents the remote sensing and Secchi Disk depth data that were used to calibrate and validate a global Mixture Density Network algorithm. Remote sensing reflectance, water quality, and satellite data associated with this dataset were compiled from several providers and institutions in global waters between 1990 and 2022. Data were compiled to support water quality remote sensing applications and the development of a Secchi Disk Depth algorithm. Information about the methods used in each dataset and how they were collected is available in the referred publications.

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Cite this as

Maciel, Daniel A, Pahlevan, Nima, Barbosa, Cláudio C F (2023). Dataset: Water quality and remote sensing reflectance data for global inland, coastal and ocean waters. https://doi.org/10.1594/PANGAEA.961720

DOI retrieved: 2023

Additional Info

Field	Value
Imported on	November 29, 2024
Last update	November 29, 2024
License	CC-BY-4.0
Source	https://doi.org/10.1594/PANGAEA.961720
Author	Maciel, Daniel A
Given Name	Daniel A
Family Name	Maciel
More Authors	Pahlevan, Nima Barbosa, Cláudio C F
Source Creation	2023
Publication Year	2023
Subject Areas	Name: Ecology Name: HumanDimensions Name: LandSurface
Related Identifiers	Title: Towards global long-term water transparency products from the Landsat archive Identifier: https://doi.org/10.1016/j.rse.2023.113889 Type: DOI Relation: References Year: 2023 Source: Remote Sensing of Environment Authors: Maciel Daniel A , Pahlevan Nima , Barbosa Cláudio C F , Martins Vitor S , Smith Brandon , O'Shea Ryan E , Balasubramanian Sundarabalan V , Saranathan Arun M , Novo Evlyn M L M , Barbosa Cláudio C F , Novo E , Ferreira R , Carvalho L , Cairo C , Lopes F , Stech J , Alcantara E , Lehmann Moritz K , Gurlin Daniela , Pahlevan Nima , Alikas Krista , Anstee Janet M , Balasubramanian Sundarabalan V , Barbosa Cláudio C F , Binding Caren , Bracher Astrid , Bresciani Mariano , Burtner Ashley , Cao Zhigang , Dekker Arnold G , Di Vittorio Courtney , Drayson Nathan , Errera Reagan M , Fernandez Virginia , Ficek Dariusz , Fichot Cédric G , Gege Peter , Giardino Claudia , Gitelson Anatoly A , Greb Steven R , Henderson Hayden , Higa Hiroto , Irani Rahaghi Abolfazl , Jamet Cédric , Jiang Dalin , Jordan Thomas , Kangro Kersti , Kravitz Jeremy A , Kristoffersen Arne S , Kudela Raphael , Li Lin , Ligi Martin , Loisel Hubert , Lohrenz Steven , Ma Ronghua , Maciel Daniel A , Malthus Tim J , Matsushita Bunkei , Matthews Mark , Minaudo Camille , Mishra Deepak R , Mishra Sachidananda , Moore Tim , Moses Wesley J , Nguyen Hà , Novo Evlyn M L M , Novoa Stéfani , Odermatt Daniel , O'Donnell David M , Olmanson Leif G , Ondrusek Michael , Oppelt Natascha , Ouillon Sylvain , Pereira Filho Waterloo , Plattner Stefan , Ruiz Verdú Antonio , Salem Salem I , Schalles John F , Simis Stefan G H , Siswanto Eko , Smith Brandon , Somlai-Schweiger Ian , Soppa Mariana A , Spyrakos Evangelos , Tessin Elinor , van der Woerd Hendrik J , Vander Woude Andrea J , Vandermeulen Ryan A , Vantrepotte Vincent , Wernand Marcel Robert , Werther Mortimer , Young Kyana , Yue Linwei , Maciel Daniel A , Barbosa Cláudio C F , Novo Evlyn M L M , Flores Júnior Rogério , Begliomini Felipe Nincao , Pahlevan Nima , Smith Brandon , Alikas Krista , Anstee Janet M , Barbosa Cláudio C F , Binding Caren , Bresciani Mariano , Cremella Bruno , Giardino Claudia , Gurlin Daniela , Fernandez Virginia , Jamet Cédric , Kangro Kersti , Lehmann Moritz K , Loisel Hubert , Matsushita Bunkei , Hà Nguyên , Olmanson Leif G , Potvin Geneviève , Simis Stefan G H , Vanderwoude Andrea J , Vantrepotte Vincent , Ruiz Verdú Antonio , Wang Shenglei , Lee Zhongping , Shang Shaoling , Li Junsheng , Zhang Bing , Lin Gong . Title: Brazilian inland water bio-optical dataset to support carbon budget studies in reservoirs as well as anthropogenic impacts in Amazon floodplain lakes: Preliminary results Identifier: https://doi.org/10.5194/isprsarchives-XL-7-W3-1439-2015 Type: DOI Relation: References Year: 2015 Source: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences Authors: Maciel Daniel A , Pahlevan Nima , Barbosa Cláudio C F , Martins Vitor S , Smith Brandon , O'Shea Ryan E , Balasubramanian Sundarabalan V , Saranathan Arun M , Novo Evlyn M L M , Barbosa Cláudio C F , Novo E , Ferreira R , Carvalho L , Cairo C , Lopes F , Stech J , Alcantara E , Lehmann Moritz K , Gurlin Daniela , Pahlevan Nima , Alikas Krista , Anstee Janet M , Balasubramanian Sundarabalan V , Barbosa Cláudio C F , Binding Caren , Bracher Astrid , Bresciani Mariano , Burtner Ashley , Cao Zhigang , Dekker Arnold G , Di Vittorio Courtney , Drayson Nathan , Errera Reagan M , Fernandez Virginia , Ficek Dariusz , Fichot Cédric G , Gege Peter , Giardino Claudia , Gitelson Anatoly A , Greb Steven R , Henderson Hayden , Higa Hiroto , Irani Rahaghi Abolfazl , Jamet Cédric , Jiang Dalin , Jordan Thomas , Kangro Kersti , Kravitz Jeremy A , Kristoffersen Arne S , Kudela Raphael , Li Lin , Ligi Martin , Loisel Hubert , Lohrenz Steven , Ma Ronghua , Maciel Daniel A , Malthus Tim J , Matsushita Bunkei , Matthews Mark , Minaudo Camille , Mishra Deepak R , Mishra Sachidananda , Moore Tim , Moses Wesley J , Nguyen Hà , Novo Evlyn M L M , Novoa Stéfani , Odermatt Daniel , O'Donnell David M , Olmanson Leif G , Ondrusek Michael , Oppelt Natascha , Ouillon Sylvain , Pereira Filho Waterloo , Plattner Stefan , Ruiz Verdú Antonio , Salem Salem I , Schalles John F , Simis Stefan G H , Siswanto Eko , Smith Brandon , Somlai-Schweiger Ian , Soppa Mariana A , Spyrakos Evangelos , Tessin Elinor , van der Woerd Hendrik J , Vander Woude Andrea J , Vandermeulen Ryan A , Vantrepotte Vincent , Wernand Marcel Robert , Werther Mortimer , Young Kyana , Yue Linwei , Maciel Daniel A , Barbosa Cláudio C F , Novo Evlyn M L M , Flores Júnior Rogério , Begliomini Felipe Nincao , Pahlevan Nima , Smith Brandon , Alikas Krista , Anstee Janet M , Barbosa Cláudio C F , Binding Caren , Bresciani Mariano , Cremella Bruno , Giardino Claudia , Gurlin Daniela , Fernandez Virginia , Jamet Cédric , Kangro Kersti , Lehmann Moritz K , Loisel Hubert , Matsushita Bunkei , Hà Nguyên , Olmanson Leif G , Potvin Geneviève , Simis Stefan G H , Vanderwoude Andrea J , Vantrepotte Vincent , Ruiz Verdú Antonio , Wang Shenglei , Lee Zhongping , Shang Shaoling , Li Junsheng , Zhang Bing , Lin Gong . Title: GLORIA - A globally representative hyperspectral in situ dataset for optical sensing of water quality Identifier: https://doi.org/10.1038/s41597-023-01973-y Type: DOI Relation: References Year: 2023 Source: Scientific Data Authors: Maciel Daniel A , Pahlevan Nima , Barbosa Cláudio C F , Martins Vitor S , Smith Brandon , O'Shea Ryan E , Balasubramanian Sundarabalan V , Saranathan Arun M , Novo Evlyn M L M , Barbosa Cláudio C F , Novo E , Ferreira R , Carvalho L , Cairo C , Lopes F , Stech J , Alcantara E , Lehmann Moritz K , Gurlin Daniela , Pahlevan Nima , Alikas Krista , Anstee Janet M , Balasubramanian Sundarabalan V , Barbosa Cláudio C F , Binding Caren , Bracher Astrid , Bresciani Mariano , Burtner Ashley , Cao Zhigang , Dekker Arnold G , Di Vittorio Courtney , Drayson Nathan , Errera Reagan M , Fernandez Virginia , Ficek Dariusz , Fichot Cédric G , Gege Peter , Giardino Claudia , Gitelson Anatoly A , Greb Steven R , Henderson Hayden , Higa Hiroto , Irani Rahaghi Abolfazl , Jamet Cédric , Jiang Dalin , Jordan Thomas , Kangro Kersti , Kravitz Jeremy A , Kristoffersen Arne S , Kudela Raphael , Li Lin , Ligi Martin , Loisel Hubert , Lohrenz Steven , Ma Ronghua , Maciel Daniel A , Malthus Tim J , Matsushita Bunkei , Matthews Mark , Minaudo Camille , Mishra Deepak R , Mishra Sachidananda , Moore Tim , Moses Wesley J , Nguyen Hà , Novo Evlyn M L M , Novoa Stéfani , Odermatt Daniel , O'Donnell David M , Olmanson Leif G , Ondrusek Michael , Oppelt Natascha , Ouillon Sylvain , Pereira Filho Waterloo , Plattner Stefan , Ruiz Verdú Antonio , Salem Salem I , Schalles John F , Simis Stefan G H , Siswanto Eko , Smith Brandon , Somlai-Schweiger Ian , Soppa Mariana A , Spyrakos Evangelos , Tessin Elinor , van der Woerd Hendrik J , Vander Woude Andrea J , Vandermeulen Ryan A , Vantrepotte Vincent , Wernand Marcel Robert , Werther Mortimer , Young Kyana , Yue Linwei , Maciel Daniel A , Barbosa Cláudio C F , Novo Evlyn M L M , Flores Júnior Rogério , Begliomini Felipe Nincao , Pahlevan Nima , Smith Brandon , Alikas Krista , Anstee Janet M , Barbosa Cláudio C F , Binding Caren , Bresciani Mariano , Cremella Bruno , Giardino Claudia , Gurlin Daniela , Fernandez Virginia , Jamet Cédric , Kangro Kersti , Lehmann Moritz K , Loisel Hubert , Matsushita Bunkei , Hà Nguyên , Olmanson Leif G , Potvin Geneviève , Simis Stefan G H , Vanderwoude Andrea J , Vantrepotte Vincent , Ruiz Verdú Antonio , Wang Shenglei , Lee Zhongping , Shang Shaoling , Li Junsheng , Zhang Bing , Lin Gong . Title: Water clarity in Brazilian water assessed using Sentinel-2 and machine learning methods Identifier: https://doi.org/10.1016/j.isprsjprs.2021.10.009 Type: DOI Relation: References Year: 2021 Source: ISPRS Journal of Photogrammetry and Remote Sensing Authors: Maciel Daniel A , Pahlevan Nima , Barbosa Cláudio C F , Martins Vitor S , Smith Brandon , O'Shea Ryan E , Balasubramanian Sundarabalan V , Saranathan Arun M , Novo Evlyn M L M , Barbosa Cláudio C F , Novo E , Ferreira R , Carvalho L , Cairo C , Lopes F , Stech J , Alcantara E , Lehmann Moritz K , Gurlin Daniela , Pahlevan Nima , Alikas Krista , Anstee Janet M , Balasubramanian Sundarabalan V , Barbosa Cláudio C F , Binding Caren , Bracher Astrid , Bresciani Mariano , Burtner Ashley , Cao Zhigang , Dekker Arnold G , Di Vittorio Courtney , Drayson Nathan , Errera Reagan M , Fernandez Virginia , Ficek Dariusz , Fichot Cédric G , Gege Peter , Giardino Claudia , Gitelson Anatoly A , Greb Steven R , Henderson Hayden , Higa Hiroto , Irani Rahaghi Abolfazl , Jamet Cédric , Jiang Dalin , Jordan Thomas , Kangro Kersti , Kravitz Jeremy A , Kristoffersen Arne S , Kudela Raphael , Li Lin , Ligi Martin , Loisel Hubert , Lohrenz Steven , Ma Ronghua , Maciel Daniel A , Malthus Tim J , Matsushita Bunkei , Matthews Mark , Minaudo Camille , Mishra Deepak R , Mishra Sachidananda , Moore Tim , Moses Wesley J , Nguyen Hà , Novo Evlyn M L M , Novoa Stéfani , Odermatt Daniel , O'Donnell David M , Olmanson Leif G , Ondrusek Michael , Oppelt Natascha , Ouillon Sylvain , Pereira Filho Waterloo , Plattner Stefan , Ruiz Verdú Antonio , Salem Salem I , Schalles John F , Simis Stefan G H , Siswanto Eko , Smith Brandon , Somlai-Schweiger Ian , Soppa Mariana A , Spyrakos Evangelos , Tessin Elinor , van der Woerd Hendrik J , Vander Woude Andrea J , Vandermeulen Ryan A , Vantrepotte Vincent , Wernand Marcel Robert , Werther Mortimer , Young Kyana , Yue Linwei , Maciel Daniel A , Barbosa Cláudio C F , Novo Evlyn M L M , Flores Júnior Rogério , Begliomini Felipe Nincao , Pahlevan Nima , Smith Brandon , Alikas Krista , Anstee Janet M , Barbosa Cláudio C F , Binding Caren , Bresciani Mariano , Cremella Bruno , Giardino Claudia , Gurlin Daniela , Fernandez Virginia , Jamet Cédric , Kangro Kersti , Lehmann Moritz K , Loisel Hubert , Matsushita Bunkei , Hà Nguyên , Olmanson Leif G , Potvin Geneviève , Simis Stefan G H , Vanderwoude Andrea J , Vantrepotte Vincent , Ruiz Verdú Antonio , Wang Shenglei , Lee Zhongping , Shang Shaoling , Li Junsheng , Zhang Bing , Lin Gong . Title: Simultaneous retrieval of selected optical water quality indicators from Landsat-8, Sentinel-2, and Sentinel-3 Identifier: https://doi.org/10.1016/j.rse.2021.112860 Type: DOI Relation: References Year: 2022 Source: Remote Sensing of Environment Authors: Maciel Daniel A , Pahlevan Nima , Barbosa Cláudio C F , Martins Vitor S , Smith Brandon , O'Shea Ryan E , Balasubramanian Sundarabalan V , Saranathan Arun M , Novo Evlyn M L M , Barbosa Cláudio C F , Novo E , Ferreira R , Carvalho L , Cairo C , Lopes F , Stech J , Alcantara E , Lehmann Moritz K , Gurlin Daniela , Pahlevan Nima , Alikas Krista , Anstee Janet M , Balasubramanian Sundarabalan V , Barbosa Cláudio C F , Binding Caren , Bracher Astrid , Bresciani Mariano , Burtner Ashley , Cao Zhigang , Dekker Arnold G , Di Vittorio Courtney , Drayson Nathan , Errera Reagan M , Fernandez Virginia , Ficek Dariusz , Fichot Cédric G , Gege Peter , Giardino Claudia , Gitelson Anatoly A , Greb Steven R , Henderson Hayden , Higa Hiroto , Irani Rahaghi Abolfazl , Jamet Cédric , Jiang Dalin , Jordan Thomas , Kangro Kersti , Kravitz Jeremy A , Kristoffersen Arne S , Kudela Raphael , Li Lin , Ligi Martin , Loisel Hubert , Lohrenz Steven , Ma Ronghua , Maciel Daniel A , Malthus Tim J , Matsushita Bunkei , Matthews Mark , Minaudo Camille , Mishra Deepak R , Mishra Sachidananda , Moore Tim , Moses Wesley J , Nguyen Hà , Novo Evlyn M L M , Novoa Stéfani , Odermatt Daniel , O'Donnell David M , Olmanson Leif G , Ondrusek Michael , Oppelt Natascha , Ouillon Sylvain , Pereira Filho Waterloo , Plattner Stefan , Ruiz Verdú Antonio , Salem Salem I , Schalles John F , Simis Stefan G H , Siswanto Eko , Smith Brandon , Somlai-Schweiger Ian , Soppa Mariana A , Spyrakos Evangelos , Tessin Elinor , van der Woerd Hendrik J , Vander Woude Andrea J , Vandermeulen Ryan A , Vantrepotte Vincent , Wernand Marcel Robert , Werther Mortimer , Young Kyana , Yue Linwei , Maciel Daniel A , Barbosa Cláudio C F , Novo Evlyn M L M , Flores Júnior Rogério , Begliomini Felipe Nincao , Pahlevan Nima , Smith Brandon , Alikas Krista , Anstee Janet M , Barbosa Cláudio C F , Binding Caren , Bresciani Mariano , Cremella Bruno , Giardino Claudia , Gurlin Daniela , Fernandez Virginia , Jamet Cédric , Kangro Kersti , Lehmann Moritz K , Loisel Hubert , Matsushita Bunkei , Hà Nguyên , Olmanson Leif G , Potvin Geneviève , Simis Stefan G H , Vanderwoude Andrea J , Vantrepotte Vincent , Ruiz Verdú Antonio , Wang Shenglei , Lee Zhongping , Shang Shaoling , Li Junsheng , Zhang Bing , Lin Gong . Title: Deriving inherent optical properties from classical water color measurements: Forel-Ule index and Secchi disk depth Identifier: https://doi.org/10.1364/OE.27.007642 Type: DOI Relation: References Year: 2019 Source: Optics Express Authors: Maciel Daniel A , Pahlevan Nima , Barbosa Cláudio C F , Martins Vitor S , Smith Brandon , O'Shea Ryan E , Balasubramanian Sundarabalan V , Saranathan Arun M , Novo Evlyn M L M , Barbosa Cláudio C F , Novo E , Ferreira R , Carvalho L , Cairo C , Lopes F , Stech J , Alcantara E , Lehmann Moritz K , Gurlin Daniela , Pahlevan Nima , Alikas Krista , Anstee Janet M , Balasubramanian Sundarabalan V , Barbosa Cláudio C F , Binding Caren , Bracher Astrid , Bresciani Mariano , Burtner Ashley , Cao Zhigang , Dekker Arnold G , Di Vittorio Courtney , Drayson Nathan , Errera Reagan M , Fernandez Virginia , Ficek Dariusz , Fichot Cédric G , Gege Peter , Giardino Claudia , Gitelson Anatoly A , Greb Steven R , Henderson Hayden , Higa Hiroto , Irani Rahaghi Abolfazl , Jamet Cédric , Jiang Dalin , Jordan Thomas , Kangro Kersti , Kravitz Jeremy A , Kristoffersen Arne S , Kudela Raphael , Li Lin , Ligi Martin , Loisel Hubert , Lohrenz Steven , Ma Ronghua , Maciel Daniel A , Malthus Tim J , Matsushita Bunkei , Matthews Mark , Minaudo Camille , Mishra Deepak R , Mishra Sachidananda , Moore Tim , Moses Wesley J , Nguyen Hà , Novo Evlyn M L M , Novoa Stéfani , Odermatt Daniel , O'Donnell David M , Olmanson Leif G , Ondrusek Michael , Oppelt Natascha , Ouillon Sylvain , Pereira Filho Waterloo , Plattner Stefan , Ruiz Verdú Antonio , Salem Salem I , Schalles John F , Simis Stefan G H , Siswanto Eko , Smith Brandon , Somlai-Schweiger Ian , Soppa Mariana A , Spyrakos Evangelos , Tessin Elinor , van der Woerd Hendrik J , Vander Woude Andrea J , Vandermeulen Ryan A , Vantrepotte Vincent , Wernand Marcel Robert , Werther Mortimer , Young Kyana , Yue Linwei , Maciel Daniel A , Barbosa Cláudio C F , Novo Evlyn M L M , Flores Júnior Rogério , Begliomini Felipe Nincao , Pahlevan Nima , Smith Brandon , Alikas Krista , Anstee Janet M , Barbosa Cláudio C F , Binding Caren , Bresciani Mariano , Cremella Bruno , Giardino Claudia , Gurlin Daniela , Fernandez Virginia , Jamet Cédric , Kangro Kersti , Lehmann Moritz K , Loisel Hubert , Matsushita Bunkei , Hà Nguyên , Olmanson Leif G , Potvin Geneviève , Simis Stefan G H , Vanderwoude Andrea J , Vantrepotte Vincent , Ruiz Verdú Antonio , Wang Shenglei , Lee Zhongping , Shang Shaoling , Li Junsheng , Zhang Bing , Lin Gong .