Assessing the value of opportunistic and dedicated data to analyse cetacean occurrence and distribution
Autor(a) principal: | |
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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/10773/36573 |
Resumo: | The CETUS Project is a cetacean monitoring program that, in partnership with the TRANSINSULAR company and the Hydrographic Institute, uses the ships as platforms of opportunity to carry out cetacean monitoring along transects between mainland Portugal, the Macaronesian archipelagos, and Northwest Africa. In this project, data have been collected by dedicated cetacean observers, in monitoring effort (on-effort), as well as by other members of the crew or when observers were not in monitoring effort, and so, in an opportunistic way (off-effort). So far, on-effort sightings have been more widely used, as they allow a better standardization of data using survey effort measures. The main goal of this work is to determine the value of the data collected in a dedicated and opportunistic way to analyse cetacean occurrence and distribution. We used data from the most sighted species (with a greater number of records), more or less easy to detect / identify; a) Common dolphin - most sighted species, easily detected and identified; b) Cuvier’s beaked whales - species difficult to detect and to identify; c) Minke whale - species easily detected but difficult to identify; d) Sperm whale - species that are difficult to detect but easily identified. Data were processed in Excel, where some of the descriptive analyses were also carried out, the statistical tests were developed essentially in R environment, and the ArcGIS was used for the spatial analysis. We selected five environmental variables (depth, Slope, distance to coast, sea surface temperature, and chlorophyll), as proven by other works to have a bigger impact on these cetaceans’ occurrence. Cuvier's beaked whale showed significant differences in all variables except for distance to shore and the minke whale showed significant differences in distance from shore and chlorophyll, proving that these two species have a different distribution depending on whether they were recorded opportunistically, or dedicated. Therefore, for species with few records, opportunistic data plays an important role as complementary information. On the other hand, both sperm whales and common dolphins showed no significant differences between the two types of sightings We should continue to use opportunistic sightings to complement cetacean data with particular importance for offshore and difficult-to-identify species. |
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Assessing the value of opportunistic and dedicated data to analyse cetacean occurrence and distributionPlatforms of opportunityCetacean monitoringDistributionDelphinus delphisPhyseter macrocephalusZiphius cavirostrisBalaenoptera acutorostrataThe CETUS Project is a cetacean monitoring program that, in partnership with the TRANSINSULAR company and the Hydrographic Institute, uses the ships as platforms of opportunity to carry out cetacean monitoring along transects between mainland Portugal, the Macaronesian archipelagos, and Northwest Africa. In this project, data have been collected by dedicated cetacean observers, in monitoring effort (on-effort), as well as by other members of the crew or when observers were not in monitoring effort, and so, in an opportunistic way (off-effort). So far, on-effort sightings have been more widely used, as they allow a better standardization of data using survey effort measures. The main goal of this work is to determine the value of the data collected in a dedicated and opportunistic way to analyse cetacean occurrence and distribution. We used data from the most sighted species (with a greater number of records), more or less easy to detect / identify; a) Common dolphin - most sighted species, easily detected and identified; b) Cuvier’s beaked whales - species difficult to detect and to identify; c) Minke whale - species easily detected but difficult to identify; d) Sperm whale - species that are difficult to detect but easily identified. Data were processed in Excel, where some of the descriptive analyses were also carried out, the statistical tests were developed essentially in R environment, and the ArcGIS was used for the spatial analysis. We selected five environmental variables (depth, Slope, distance to coast, sea surface temperature, and chlorophyll), as proven by other works to have a bigger impact on these cetaceans’ occurrence. Cuvier's beaked whale showed significant differences in all variables except for distance to shore and the minke whale showed significant differences in distance from shore and chlorophyll, proving that these two species have a different distribution depending on whether they were recorded opportunistically, or dedicated. Therefore, for species with few records, opportunistic data plays an important role as complementary information. On the other hand, both sperm whales and common dolphins showed no significant differences between the two types of sightings We should continue to use opportunistic sightings to complement cetacean data with particular importance for offshore and difficult-to-identify species.O Projecto CETUS é um programa de monitorização de cetáceos que, em parceria com a empresa TRANSINSULAR e com o Instituto Hidrográfico, utiliza os navios como plataformas de oportunidade para campanhas de monitorização de cetáceos ao longo de transectos entre Portugal Continental, os Arquipélagos da Macaronésia e o Noroeste de África. Neste projeto, os dados foram coletados por observadores de cetáceos dedicados em esforço de monitorização (on-effort) bem como de forma oportunista (off-effort). Até ao momento, avistamentos em esforço têm sido mais amplamente utilizados pois permitem uma melhor padronização dos dados por meio de medidas de esforço de monitorização. O principal objetivo deste trabalho é determinar o valor dos dados recolhidos em esforço e de forma oportunista para o estudo de ocorrência e distribuição dos cetáceos. Foram utilizados os dados das espécies mais avistadas (com maior número de registos), mais ou menos fáceis de detetar / identificar; a) Golfinho-comum - espécie mais avistada, facilmente detetada e identificada; b) Baleia de bico de Cuvier - espécie difícil de detetar e identificar; c) Baleia anã - espécie facilmente detetável, mas difícil de identificar; d) Cachalote - espécie difícil de detetar, mas facilmente identificada. Os dados foram processados em Excel, onde também foram realizadas análises descritivas. Os testes estatísticos foram desenvolvidos essencialmente em ambiente R, e o ArcGIS foi utilizado para a análise espacial. Selecionamos cinco variáveis ambientais (profundidade, declive, distância à costa, temperatura da superfície do mar, e clorofila), por terem maior impacto na distribuição destes cetáceos, conforme comprovado pela literatura. A baleia de bico de Cuvier mostrou diferenças significativas em todas as variáveis com a exceção da distância à costa e a baleia anã mostrou diferenças significativas na distância à costa e na clorofila comprovando que estas duas espécies apresentam uma distribuição diferente dependendo se foram registados de forma oportunista ou dedicada. Assim sendo, para espécies com poucos registos, os dados oportunistas desempenham uma função importante como informação complementar. Por outro lado, tanto os cachalotes como os golfinhos-comuns, não mostraram diferenças significativas entre os dois tipos de avistamentos. Concluímos que os avistamentos oportunisticos devem continuar a ser usados com o intuito de complementar os dados de cetáceos recolhidos de forma dedicada, com particular importância para espécies offshore e difíceis de identificar.2024-01-05T00:00:00Z2022-12-14T00:00:00Z2022-12-14info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10773/36573engBranco, Alexandre Miguel Quelhas de Sousa Marquesinfo:eu-repo/semantics/embargoedAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-02-22T12:10:32Zoai:ria.ua.pt:10773/36573Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:07:20.657595Repositório 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 |
Assessing the value of opportunistic and dedicated data to analyse cetacean occurrence and distribution |
title |
Assessing the value of opportunistic and dedicated data to analyse cetacean occurrence and distribution |
spellingShingle |
Assessing the value of opportunistic and dedicated data to analyse cetacean occurrence and distribution Branco, Alexandre Miguel Quelhas de Sousa Marques Platforms of opportunity Cetacean monitoring Distribution Delphinus delphis Physeter macrocephalus Ziphius cavirostris Balaenoptera acutorostrata |
title_short |
Assessing the value of opportunistic and dedicated data to analyse cetacean occurrence and distribution |
title_full |
Assessing the value of opportunistic and dedicated data to analyse cetacean occurrence and distribution |
title_fullStr |
Assessing the value of opportunistic and dedicated data to analyse cetacean occurrence and distribution |
title_full_unstemmed |
Assessing the value of opportunistic and dedicated data to analyse cetacean occurrence and distribution |
title_sort |
Assessing the value of opportunistic and dedicated data to analyse cetacean occurrence and distribution |
author |
Branco, Alexandre Miguel Quelhas de Sousa Marques |
author_facet |
Branco, Alexandre Miguel Quelhas de Sousa Marques |
author_role |
author |
dc.contributor.author.fl_str_mv |
Branco, Alexandre Miguel Quelhas de Sousa Marques |
dc.subject.por.fl_str_mv |
Platforms of opportunity Cetacean monitoring Distribution Delphinus delphis Physeter macrocephalus Ziphius cavirostris Balaenoptera acutorostrata |
topic |
Platforms of opportunity Cetacean monitoring Distribution Delphinus delphis Physeter macrocephalus Ziphius cavirostris Balaenoptera acutorostrata |
description |
The CETUS Project is a cetacean monitoring program that, in partnership with the TRANSINSULAR company and the Hydrographic Institute, uses the ships as platforms of opportunity to carry out cetacean monitoring along transects between mainland Portugal, the Macaronesian archipelagos, and Northwest Africa. In this project, data have been collected by dedicated cetacean observers, in monitoring effort (on-effort), as well as by other members of the crew or when observers were not in monitoring effort, and so, in an opportunistic way (off-effort). So far, on-effort sightings have been more widely used, as they allow a better standardization of data using survey effort measures. The main goal of this work is to determine the value of the data collected in a dedicated and opportunistic way to analyse cetacean occurrence and distribution. We used data from the most sighted species (with a greater number of records), more or less easy to detect / identify; a) Common dolphin - most sighted species, easily detected and identified; b) Cuvier’s beaked whales - species difficult to detect and to identify; c) Minke whale - species easily detected but difficult to identify; d) Sperm whale - species that are difficult to detect but easily identified. Data were processed in Excel, where some of the descriptive analyses were also carried out, the statistical tests were developed essentially in R environment, and the ArcGIS was used for the spatial analysis. We selected five environmental variables (depth, Slope, distance to coast, sea surface temperature, and chlorophyll), as proven by other works to have a bigger impact on these cetaceans’ occurrence. Cuvier's beaked whale showed significant differences in all variables except for distance to shore and the minke whale showed significant differences in distance from shore and chlorophyll, proving that these two species have a different distribution depending on whether they were recorded opportunistically, or dedicated. Therefore, for species with few records, opportunistic data plays an important role as complementary information. On the other hand, both sperm whales and common dolphins showed no significant differences between the two types of sightings We should continue to use opportunistic sightings to complement cetacean data with particular importance for offshore and difficult-to-identify species. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-12-14T00:00:00Z 2022-12-14 2024-01-05T00:00:00Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
format |
masterThesis |
status_str |
publishedVersion |
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http://hdl.handle.net/10773/36573 |
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http://hdl.handle.net/10773/36573 |
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eng |
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eng |
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info:eu-repo/semantics/embargoedAccess |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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