Satellite estimates of euphotic zone and Secchi disk depths in a colored dissolved organic matter-dominated inland water
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://dx.doi.org/10.1016/j.ecolind.2019.105848 http://hdl.handle.net/11449/196495 |
Resumo: | The water transparency is an important parameter to water quality monitoring. To quantify the water transparency the attenuation coefficient, k(d), of the photosynthetically active radiation - PAR, k(d)(PAR), the euphotic zone depth (Z(eu)) and the Secchi disk depth (Z(SD)) are used. There is no investigation using satellite data about the water transparency for inland waters dominated by the chromophoric dissolved organic matter (CDOM), an optical significant substance (OSS) of dissolved organic matter and an important water quality indicator that affect the primary production, and its relation with Chl-a. Therefore, six models, among them empirical and semi-analytical, were evaluated for Z(eu) and one semi-analytical model was considered for Z(SD). The errors (unbiased absolute percentage error, epsilon - 30%) of empirical and semi-analytical models for Z(eu) estimations were similar; and an empirical model using k(d)(490) from Zhao et al. (2013) had the best performance (epsilon - 16%). The semi-analytical model from Lee et al. (2015) to estimate Z(SD) presented an error of 57%. The spatial distributions of Z(eu) and Z(SD) provided the observation of a seasonal pattern of water transparency parameters, with high values in dry season, when the OSS concentrations reduced. |
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Satellite estimates of euphotic zone and Secchi disk depths in a colored dissolved organic matter-dominated inland waterWater qualityWater transparencyAttenuation coefficientSatellite dataThe water transparency is an important parameter to water quality monitoring. To quantify the water transparency the attenuation coefficient, k(d), of the photosynthetically active radiation - PAR, k(d)(PAR), the euphotic zone depth (Z(eu)) and the Secchi disk depth (Z(SD)) are used. There is no investigation using satellite data about the water transparency for inland waters dominated by the chromophoric dissolved organic matter (CDOM), an optical significant substance (OSS) of dissolved organic matter and an important water quality indicator that affect the primary production, and its relation with Chl-a. Therefore, six models, among them empirical and semi-analytical, were evaluated for Z(eu) and one semi-analytical model was considered for Z(SD). The errors (unbiased absolute percentage error, epsilon - 30%) of empirical and semi-analytical models for Z(eu) estimations were similar; and an empirical model using k(d)(490) from Zhao et al. (2013) had the best performance (epsilon - 16%). The semi-analytical model from Lee et al. (2015) to estimate Z(SD) presented an error of 57%. The spatial distributions of Z(eu) and Z(SD) provided the observation of a seasonal pattern of water transparency parameters, with high values in dry season, when the OSS concentrations reduced.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Sao Paulo State Univ, Dept Cartog, Presidente Prudente, SP, BrazilSao Paulo State Univ, Dept Environm Engn, Sao Jose Dos Campos, SP, BrazilFed Inst Educ Sci & Technol Para State, Castanhal, PA, BrazilSao Paulo State Univ, Dept Cartog, Presidente Prudente, SP, BrazilSao Paulo State Univ, Dept Environm Engn, Sao Jose Dos Campos, SP, BrazilFAPESP: 2012/19821-1FAPESP: 2015/21586-9FAPESP: 19/00259-0Elsevier B.V.Universidade Estadual Paulista (Unesp)Fed Inst Educ Sci & Technol Para StateGomes, Ana Carolina [UNESP]Alcantara, Enner [UNESP]Rodrigues, ThananBernardo, Nariane [UNESP]2020-12-10T19:46:47Z2020-12-10T19:46:47Z2020-03-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article14http://dx.doi.org/10.1016/j.ecolind.2019.105848Ecological Indicators. Amsterdam: Elsevier, v. 110, 14 p., 2020.1470-160Xhttp://hdl.handle.net/11449/19649510.1016/j.ecolind.2019.105848WOS:000507381800015Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengEcological Indicatorsinfo:eu-repo/semantics/openAccess2024-06-18T15:01:39Zoai:repositorio.unesp.br:11449/196495Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T20:09:48.398702Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Satellite estimates of euphotic zone and Secchi disk depths in a colored dissolved organic matter-dominated inland water |
title |
Satellite estimates of euphotic zone and Secchi disk depths in a colored dissolved organic matter-dominated inland water |
spellingShingle |
Satellite estimates of euphotic zone and Secchi disk depths in a colored dissolved organic matter-dominated inland water Gomes, Ana Carolina [UNESP] Water quality Water transparency Attenuation coefficient Satellite data |
title_short |
Satellite estimates of euphotic zone and Secchi disk depths in a colored dissolved organic matter-dominated inland water |
title_full |
Satellite estimates of euphotic zone and Secchi disk depths in a colored dissolved organic matter-dominated inland water |
title_fullStr |
Satellite estimates of euphotic zone and Secchi disk depths in a colored dissolved organic matter-dominated inland water |
title_full_unstemmed |
Satellite estimates of euphotic zone and Secchi disk depths in a colored dissolved organic matter-dominated inland water |
title_sort |
Satellite estimates of euphotic zone and Secchi disk depths in a colored dissolved organic matter-dominated inland water |
author |
Gomes, Ana Carolina [UNESP] |
author_facet |
Gomes, Ana Carolina [UNESP] Alcantara, Enner [UNESP] Rodrigues, Thanan Bernardo, Nariane [UNESP] |
author_role |
author |
author2 |
Alcantara, Enner [UNESP] Rodrigues, Thanan Bernardo, Nariane [UNESP] |
author2_role |
author author author |
dc.contributor.none.fl_str_mv |
Universidade Estadual Paulista (Unesp) Fed Inst Educ Sci & Technol Para State |
dc.contributor.author.fl_str_mv |
Gomes, Ana Carolina [UNESP] Alcantara, Enner [UNESP] Rodrigues, Thanan Bernardo, Nariane [UNESP] |
dc.subject.por.fl_str_mv |
Water quality Water transparency Attenuation coefficient Satellite data |
topic |
Water quality Water transparency Attenuation coefficient Satellite data |
description |
The water transparency is an important parameter to water quality monitoring. To quantify the water transparency the attenuation coefficient, k(d), of the photosynthetically active radiation - PAR, k(d)(PAR), the euphotic zone depth (Z(eu)) and the Secchi disk depth (Z(SD)) are used. There is no investigation using satellite data about the water transparency for inland waters dominated by the chromophoric dissolved organic matter (CDOM), an optical significant substance (OSS) of dissolved organic matter and an important water quality indicator that affect the primary production, and its relation with Chl-a. Therefore, six models, among them empirical and semi-analytical, were evaluated for Z(eu) and one semi-analytical model was considered for Z(SD). The errors (unbiased absolute percentage error, epsilon - 30%) of empirical and semi-analytical models for Z(eu) estimations were similar; and an empirical model using k(d)(490) from Zhao et al. (2013) had the best performance (epsilon - 16%). The semi-analytical model from Lee et al. (2015) to estimate Z(SD) presented an error of 57%. The spatial distributions of Z(eu) and Z(SD) provided the observation of a seasonal pattern of water transparency parameters, with high values in dry season, when the OSS concentrations reduced. |
publishDate |
2020 |
dc.date.none.fl_str_mv |
2020-12-10T19:46:47Z 2020-12-10T19:46:47Z 2020-03-01 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://dx.doi.org/10.1016/j.ecolind.2019.105848 Ecological Indicators. Amsterdam: Elsevier, v. 110, 14 p., 2020. 1470-160X http://hdl.handle.net/11449/196495 10.1016/j.ecolind.2019.105848 WOS:000507381800015 |
url |
http://dx.doi.org/10.1016/j.ecolind.2019.105848 http://hdl.handle.net/11449/196495 |
identifier_str_mv |
Ecological Indicators. Amsterdam: Elsevier, v. 110, 14 p., 2020. 1470-160X 10.1016/j.ecolind.2019.105848 WOS:000507381800015 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Ecological Indicators |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
14 |
dc.publisher.none.fl_str_mv |
Elsevier B.V. |
publisher.none.fl_str_mv |
Elsevier B.V. |
dc.source.none.fl_str_mv |
Web of Science reponame:Repositório Institucional da UNESP instname:Universidade Estadual Paulista (UNESP) instacron:UNESP |
instname_str |
Universidade Estadual Paulista (UNESP) |
instacron_str |
UNESP |
institution |
UNESP |
reponame_str |
Repositório Institucional da UNESP |
collection |
Repositório Institucional da UNESP |
repository.name.fl_str_mv |
Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
repository.mail.fl_str_mv |
|
_version_ |
1808129167426846720 |