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Integrating Inland and Coastal Water Quality Data for Actionable Knowledge
Water quality measures for inland and coastal waters are available as discrete samples from professional and volunteer water quality monitoring programs and higher-frequency, near-continuous data from automated in situ sensors. Water quality parameters also are estimated from model outputs and remot...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9933521/ https://www.ncbi.nlm.nih.gov/pubmed/36817948 http://dx.doi.org/10.3390/rs13152899 |
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author | El Serafy, Ghada Y.H. Schaeffer, Blake A. Neely, Merrie-Beth Spinosa, Anna Odermatt, Daniel Weathers, Kathleen C. Baracchini, Theo Bouffard, Damien Carvalho, Laurence Conmy, Robyn N. De Keukelaere, Liesbeth Hunter, Peter D. Jamet, Cédric Joehnk, Klaus D. Johnston, John M. Knudby, Anders Minaudo, Camille Pahlevan, Nima Reusen, Ils Rose, Kevin C. Schalles, John Tzortziou, Maria |
author_facet | El Serafy, Ghada Y.H. Schaeffer, Blake A. Neely, Merrie-Beth Spinosa, Anna Odermatt, Daniel Weathers, Kathleen C. Baracchini, Theo Bouffard, Damien Carvalho, Laurence Conmy, Robyn N. De Keukelaere, Liesbeth Hunter, Peter D. Jamet, Cédric Joehnk, Klaus D. Johnston, John M. Knudby, Anders Minaudo, Camille Pahlevan, Nima Reusen, Ils Rose, Kevin C. Schalles, John Tzortziou, Maria |
author_sort | El Serafy, Ghada Y.H. |
collection | PubMed |
description | Water quality measures for inland and coastal waters are available as discrete samples from professional and volunteer water quality monitoring programs and higher-frequency, near-continuous data from automated in situ sensors. Water quality parameters also are estimated from model outputs and remote sensing. The integration of these data, via data assimilation, can result in a more holistic characterization of these highly dynamic ecosystems, and consequently improve water resource management. It is becoming common to see combinations of these data applied to answer relevant scientific questions. Yet, methods for scaling water quality data across regions and beyond, to provide actionable knowledge for stakeholders, have emerged only recently, particularly with the availability of satellite data now providing global coverage at high spatial resolution. In this paper, data sources and existing data integration frameworks are reviewed to give an overview of the present status and identify the gaps in existing frameworks. We propose an integration framework to provide information to user communities through the the Group on Earth Observations (GEO) AquaWatch Initiative. This aims to develop and build the global capacity and utility of water quality data, products, and information to support equitable and inclusive access for water resource management, policy and decision making. |
format | Online Article Text |
id | pubmed-9933521 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
record_format | MEDLINE/PubMed |
spelling | pubmed-99335212023-02-16 Integrating Inland and Coastal Water Quality Data for Actionable Knowledge El Serafy, Ghada Y.H. Schaeffer, Blake A. Neely, Merrie-Beth Spinosa, Anna Odermatt, Daniel Weathers, Kathleen C. Baracchini, Theo Bouffard, Damien Carvalho, Laurence Conmy, Robyn N. De Keukelaere, Liesbeth Hunter, Peter D. Jamet, Cédric Joehnk, Klaus D. Johnston, John M. Knudby, Anders Minaudo, Camille Pahlevan, Nima Reusen, Ils Rose, Kevin C. Schalles, John Tzortziou, Maria Remote Sens (Basel) Article Water quality measures for inland and coastal waters are available as discrete samples from professional and volunteer water quality monitoring programs and higher-frequency, near-continuous data from automated in situ sensors. Water quality parameters also are estimated from model outputs and remote sensing. The integration of these data, via data assimilation, can result in a more holistic characterization of these highly dynamic ecosystems, and consequently improve water resource management. It is becoming common to see combinations of these data applied to answer relevant scientific questions. Yet, methods for scaling water quality data across regions and beyond, to provide actionable knowledge for stakeholders, have emerged only recently, particularly with the availability of satellite data now providing global coverage at high spatial resolution. In this paper, data sources and existing data integration frameworks are reviewed to give an overview of the present status and identify the gaps in existing frameworks. We propose an integration framework to provide information to user communities through the the Group on Earth Observations (GEO) AquaWatch Initiative. This aims to develop and build the global capacity and utility of water quality data, products, and information to support equitable and inclusive access for water resource management, policy and decision making. 2021-07-23 /pmc/articles/PMC9933521/ /pubmed/36817948 http://dx.doi.org/10.3390/rs13152899 Text en https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article El Serafy, Ghada Y.H. Schaeffer, Blake A. Neely, Merrie-Beth Spinosa, Anna Odermatt, Daniel Weathers, Kathleen C. Baracchini, Theo Bouffard, Damien Carvalho, Laurence Conmy, Robyn N. De Keukelaere, Liesbeth Hunter, Peter D. Jamet, Cédric Joehnk, Klaus D. Johnston, John M. Knudby, Anders Minaudo, Camille Pahlevan, Nima Reusen, Ils Rose, Kevin C. Schalles, John Tzortziou, Maria Integrating Inland and Coastal Water Quality Data for Actionable Knowledge |
title | Integrating Inland and Coastal Water Quality Data for Actionable Knowledge |
title_full | Integrating Inland and Coastal Water Quality Data for Actionable Knowledge |
title_fullStr | Integrating Inland and Coastal Water Quality Data for Actionable Knowledge |
title_full_unstemmed | Integrating Inland and Coastal Water Quality Data for Actionable Knowledge |
title_short | Integrating Inland and Coastal Water Quality Data for Actionable Knowledge |
title_sort | integrating inland and coastal water quality data for actionable knowledge |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9933521/ https://www.ncbi.nlm.nih.gov/pubmed/36817948 http://dx.doi.org/10.3390/rs13152899 |
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