Exploring chlorophyll-a satellite derived data to characterise the coastal waters of the south of Portugal

Detalhes bibliográficos
Autor(a) principal: Muche, Endalkachew Yeshewas
Data de Publicação: 2022
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.1/19852
Resumo: The chlorophyll-a (Chl-a) concentration can be used as the main indicator of the productivity, trophic condition, and proxy of phytoplankton biomass in coastal, and oceanic waters. This ecological indicator will provide useful information for reliable monitoring systems and government policy (e.g., European directives); however, assessment of Chl-a using in situ measurements in coastal and oceanic waters has some economic challenges and gives a restricted view of the dynamics of the phytoplankton. To overcome this limitation this study used Chl-a datasets from the Copernicus Marine Environment Monitoring Service (CMEMS), that provide merged multi-sensor ocean colour products. This study aimed to characterise the inter-annual variability of the Chl-a concentration retrieved by multi-ocean colour sensors data and relate these variabilities to the coastal environmental changes in five stations in the south coast of Portugal. Statistical analyses were performed to help the understanding and the characterisation of Chl-a at the coastal water stations along the southern Portugal coast based on 17 years of data (2002-2019). In addition, a comparison between Chl-a and physical (sea surface temperature (SST)) and chemical (nutrients) parameters were made to understand the inter-annual variability in these coastal waters. The extracted Chl-a values in the study area showed a seasonal cycle where the Chl-a is triggered in early spring. A clear negative relationship between Chl-a and SST was found in all stations. In the study area, a positive correlation was found between Chl-a and nutrients (NH4+, NO3-, PO4-3, and SiO4-4). Results show that SST and nutrients influence the Chl-a concentration availability in the study area. The Chl-a retrieved by satellite data reveals to be an efficient alternative tool and valuable approach to study environmental conditions of the coastal water, especially in response to eutrophication, which is the common management issue in coastal waters.
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spelling Exploring chlorophyll-a satellite derived data to characterise the coastal waters of the south of PortugalRemote sensingChlorophyll-aPhysical-chemical variablesInter-annual variabilityCoastal watersDomínio/Área Científica::Ciências Naturais::Outras Ciências NaturaisThe chlorophyll-a (Chl-a) concentration can be used as the main indicator of the productivity, trophic condition, and proxy of phytoplankton biomass in coastal, and oceanic waters. This ecological indicator will provide useful information for reliable monitoring systems and government policy (e.g., European directives); however, assessment of Chl-a using in situ measurements in coastal and oceanic waters has some economic challenges and gives a restricted view of the dynamics of the phytoplankton. To overcome this limitation this study used Chl-a datasets from the Copernicus Marine Environment Monitoring Service (CMEMS), that provide merged multi-sensor ocean colour products. This study aimed to characterise the inter-annual variability of the Chl-a concentration retrieved by multi-ocean colour sensors data and relate these variabilities to the coastal environmental changes in five stations in the south coast of Portugal. Statistical analyses were performed to help the understanding and the characterisation of Chl-a at the coastal water stations along the southern Portugal coast based on 17 years of data (2002-2019). In addition, a comparison between Chl-a and physical (sea surface temperature (SST)) and chemical (nutrients) parameters were made to understand the inter-annual variability in these coastal waters. The extracted Chl-a values in the study area showed a seasonal cycle where the Chl-a is triggered in early spring. A clear negative relationship between Chl-a and SST was found in all stations. In the study area, a positive correlation was found between Chl-a and nutrients (NH4+, NO3-, PO4-3, and SiO4-4). Results show that SST and nutrients influence the Chl-a concentration availability in the study area. The Chl-a retrieved by satellite data reveals to be an efficient alternative tool and valuable approach to study environmental conditions of the coastal water, especially in response to eutrophication, which is the common management issue in coastal waters.I am also thankful to Prof. Alice Newton, Prof. Elena Fabbri, and Prof. Irene Laiz who is the EMJMD WACOMA Coordinators for all their considerate guidance, kindness, and support during the tenure. I also pay my sincere thanks to all WACOMA technical staff and administrative staff for their support, tolerance, and encouragement.Cristina, SóniaCordeiro, ClaraSapientiaMuche, Endalkachew Yeshewas2023-07-20T12:24:05Z2022-07-132022-07-13T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10400.1/19852TID:203228910enginfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-26T02:00:56Zoai:sapientia.ualg.pt:10400.1/19852Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T20:09:24.083645Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Exploring chlorophyll-a satellite derived data to characterise the coastal waters of the south of Portugal
title Exploring chlorophyll-a satellite derived data to characterise the coastal waters of the south of Portugal
spellingShingle Exploring chlorophyll-a satellite derived data to characterise the coastal waters of the south of Portugal
Muche, Endalkachew Yeshewas
Remote sensing
Chlorophyll-a
Physical-chemical variables
Inter-annual variability
Coastal waters
Domínio/Área Científica::Ciências Naturais::Outras Ciências Naturais
title_short Exploring chlorophyll-a satellite derived data to characterise the coastal waters of the south of Portugal
title_full Exploring chlorophyll-a satellite derived data to characterise the coastal waters of the south of Portugal
title_fullStr Exploring chlorophyll-a satellite derived data to characterise the coastal waters of the south of Portugal
title_full_unstemmed Exploring chlorophyll-a satellite derived data to characterise the coastal waters of the south of Portugal
title_sort Exploring chlorophyll-a satellite derived data to characterise the coastal waters of the south of Portugal
author Muche, Endalkachew Yeshewas
author_facet Muche, Endalkachew Yeshewas
author_role author
dc.contributor.none.fl_str_mv Cristina, Sónia
Cordeiro, Clara
Sapientia
dc.contributor.author.fl_str_mv Muche, Endalkachew Yeshewas
dc.subject.por.fl_str_mv Remote sensing
Chlorophyll-a
Physical-chemical variables
Inter-annual variability
Coastal waters
Domínio/Área Científica::Ciências Naturais::Outras Ciências Naturais
topic Remote sensing
Chlorophyll-a
Physical-chemical variables
Inter-annual variability
Coastal waters
Domínio/Área Científica::Ciências Naturais::Outras Ciências Naturais
description The chlorophyll-a (Chl-a) concentration can be used as the main indicator of the productivity, trophic condition, and proxy of phytoplankton biomass in coastal, and oceanic waters. This ecological indicator will provide useful information for reliable monitoring systems and government policy (e.g., European directives); however, assessment of Chl-a using in situ measurements in coastal and oceanic waters has some economic challenges and gives a restricted view of the dynamics of the phytoplankton. To overcome this limitation this study used Chl-a datasets from the Copernicus Marine Environment Monitoring Service (CMEMS), that provide merged multi-sensor ocean colour products. This study aimed to characterise the inter-annual variability of the Chl-a concentration retrieved by multi-ocean colour sensors data and relate these variabilities to the coastal environmental changes in five stations in the south coast of Portugal. Statistical analyses were performed to help the understanding and the characterisation of Chl-a at the coastal water stations along the southern Portugal coast based on 17 years of data (2002-2019). In addition, a comparison between Chl-a and physical (sea surface temperature (SST)) and chemical (nutrients) parameters were made to understand the inter-annual variability in these coastal waters. The extracted Chl-a values in the study area showed a seasonal cycle where the Chl-a is triggered in early spring. A clear negative relationship between Chl-a and SST was found in all stations. In the study area, a positive correlation was found between Chl-a and nutrients (NH4+, NO3-, PO4-3, and SiO4-4). Results show that SST and nutrients influence the Chl-a concentration availability in the study area. The Chl-a retrieved by satellite data reveals to be an efficient alternative tool and valuable approach to study environmental conditions of the coastal water, especially in response to eutrophication, which is the common management issue in coastal waters.
publishDate 2022
dc.date.none.fl_str_mv 2022-07-13
2022-07-13T00:00:00Z
2023-07-20T12:24:05Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.1/19852
TID:203228910
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instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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