Implementing biodiversity monitoring of rocky shores using photo-quadrats and Artificial Intelligence in support of data-driven decision-making of marine living resources

Autores
Bravo, Gonzalo; Bigatti, Gregorio; Bagur, María; Macaya, Erasmo; Valdivia, Nelson; Rodriguez, Ariel; Gauna, Mariela Vanesa; Walker, Ian; Livore, Juan Pablo; Mendez, María Martha; Nieto Vilela, Rocío Aimé; Lima, Fernando P.; Seabra, Rui; Montes Herrera, Enrique
Año de publicación
2024
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
The Marine Biodiversity Observation Network Pole to Pole of the Americas (MBON Pole to Pole) conducted two workshops on 27-31 March 2023 and 22-26 January 2024 in the Argentinian Patagonia aiming to enhance capacity for long-term monitoring of rocky intertidal communities in Argentina and Chile by applying novel and easy-to-use methods for biodiversity observing. In these workshops, participants received training on the collection and processing of benthic photo-quadrat imagery and their analysis using open-source artificial intelligence applications. Workshop participants included park rangers, undergraduate and graduate students and scientists. These training activities covered theoretical concepts of rocky shore ecology and field exercises. The workshops promoted collaboration and knowledge exchange between users of biodiversity data and ecologists resulting in the development of a standardised biodiversity monitoring protocol for rocky intertidal communities available in the Ocean Best Practices System of the Intergovernmental Oceanographic Commission of UNESCO. Participants learned to identify dominant species and functional groups (e.g. macro-algal taxa, molluscs, barnacles) commonly present in these habitats and their zonation patterns along elevation gradients, capture high-quality benthic photographs using quadrat frames and cameras provided by the MBON Pole to Pole and compute percentage cover estimates of observed taxonomic groups using open-source automated classifiers. Emerging recommendations underscored the importance of actively involving park rangers in survey efforts and facilitating communication with decision-makers managing Marine Protected Areas. These activities were endorsed by the UN Decade as contributions to the Marine Life 2030 programme towards increasing capacity in the implementation of coordinated, standardised and sustained biodiversity observing efforts in the Americas.
Fil: Bravo, Gonzalo. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico. Instituto de Biología de Organismos Marinos; Argentina
Fil: Bigatti, Gregorio. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico. Instituto de Biología de Organismos Marinos; Argentina
Fil: Bagur, María. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Austral de Investigaciones Científicas; Argentina
Fil: Macaya, Erasmo. Universidad de Concepción; Chile. Centro FONDAP de Investigación en Dinámica de Ecosistemas Marinos de Altas Latitudes; Chile. Proyecto Anillos ECO(S) of Climate Change; Chile
Fil: Valdivia, Nelson. Universidad Austral de Chile; Chile. Centro FONDAP de Investigación en Dinámica de Ecosistemas Marinos de Altas Latitudes; Chile
Fil: Rodriguez, Ariel. Administración de Parques Nacionales; Argentina
Fil: Gauna, Mariela Vanesa. Administración de Parques Nacionales; Argentina
Fil: Walker, Ian. Administración de Parques Nacionales; Argentina
Fil: Livore, Juan Pablo. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico. Instituto de Biología de Organismos Marinos; Argentina
Fil: Mendez, María Martha. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico. Instituto de Biología de Organismos Marinos; Argentina
Fil: Nieto Vilela, Rocío Aimé. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico. Instituto de Biología de Organismos Marinos; Argentina
Fil: Lima, Fernando P.. Universidad de Porto; Portugal
Fil: Seabra, Rui. Universidad de Porto; Portugal
Fil: Montes Herrera, Enrique. National Ocean And Atmospheric Administration; Estados Unidos. University of Miami; Estados Unidos
Materia
Rocky intertidal
Ocean observation
Marine Protected Areas
Capacity building
SDG14
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/publicdomain/zero/1.0/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/266164
Acceder
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oai_identifier_str oai:ri.conicet.gov.ar:11336/266164
network_acronym_str CONICETDig
repository_id_str 3498
network_name_str CONICET Digital (CONICET)
spelling Implementing biodiversity monitoring of rocky shores using photo-quadrats and Artificial Intelligence in support of data-driven decision-making of marine living resourcesBravo, GonzaloBigatti, GregorioBagur, MaríaMacaya, ErasmoValdivia, NelsonRodriguez, ArielGauna, Mariela VanesaWalker, IanLivore, Juan PabloMendez, María MarthaNieto Vilela, Rocío AiméLima, Fernando P.Seabra, RuiMontes Herrera, EnriqueRocky intertidalOcean observationMarine Protected AreasCapacity buildingSDG14https://purl.org/becyt/ford/1.5https://purl.org/becyt/ford/1The Marine Biodiversity Observation Network Pole to Pole of the Americas (MBON Pole to Pole) conducted two workshops on 27-31 March 2023 and 22-26 January 2024 in the Argentinian Patagonia aiming to enhance capacity for long-term monitoring of rocky intertidal communities in Argentina and Chile by applying novel and easy-to-use methods for biodiversity observing. In these workshops, participants received training on the collection and processing of benthic photo-quadrat imagery and their analysis using open-source artificial intelligence applications. Workshop participants included park rangers, undergraduate and graduate students and scientists. These training activities covered theoretical concepts of rocky shore ecology and field exercises. The workshops promoted collaboration and knowledge exchange between users of biodiversity data and ecologists resulting in the development of a standardised biodiversity monitoring protocol for rocky intertidal communities available in the Ocean Best Practices System of the Intergovernmental Oceanographic Commission of UNESCO. Participants learned to identify dominant species and functional groups (e.g. macro-algal taxa, molluscs, barnacles) commonly present in these habitats and their zonation patterns along elevation gradients, capture high-quality benthic photographs using quadrat frames and cameras provided by the MBON Pole to Pole and compute percentage cover estimates of observed taxonomic groups using open-source automated classifiers. Emerging recommendations underscored the importance of actively involving park rangers in survey efforts and facilitating communication with decision-makers managing Marine Protected Areas. These activities were endorsed by the UN Decade as contributions to the Marine Life 2030 programme towards increasing capacity in the implementation of coordinated, standardised and sustained biodiversity observing efforts in the Americas.Fil: Bravo, Gonzalo. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico. Instituto de Biología de Organismos Marinos; ArgentinaFil: Bigatti, Gregorio. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico. Instituto de Biología de Organismos Marinos; ArgentinaFil: Bagur, María. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Austral de Investigaciones Científicas; ArgentinaFil: Macaya, Erasmo. Universidad de Concepción; Chile. Centro FONDAP de Investigación en Dinámica de Ecosistemas Marinos de Altas Latitudes; Chile. Proyecto Anillos ECO(S) of Climate Change; ChileFil: Valdivia, Nelson. Universidad Austral de Chile; Chile. Centro FONDAP de Investigación en Dinámica de Ecosistemas Marinos de Altas Latitudes; ChileFil: Rodriguez, Ariel. Administración de Parques Nacionales; ArgentinaFil: Gauna, Mariela Vanesa. Administración de Parques Nacionales; ArgentinaFil: Walker, Ian. Administración de Parques Nacionales; ArgentinaFil: Livore, Juan Pablo. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico. Instituto de Biología de Organismos Marinos; ArgentinaFil: Mendez, María Martha. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico. Instituto de Biología de Organismos Marinos; ArgentinaFil: Nieto Vilela, Rocío Aimé. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico. Instituto de Biología de Organismos Marinos; ArgentinaFil: Lima, Fernando P.. Universidad de Porto; PortugalFil: Seabra, Rui. Universidad de Porto; PortugalFil: Montes Herrera, Enrique. National Ocean And Atmospheric Administration; Estados Unidos. University of Miami; Estados UnidosPensoft Publishers2024-06info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfapplication/pdfapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/266164Bravo, Gonzalo; Bigatti, Gregorio; Bagur, María; Macaya, Erasmo; Valdivia, Nelson; et al.; Implementing biodiversity monitoring of rocky shores using photo-quadrats and Artificial Intelligence in support of data-driven decision-making of marine living resources; Pensoft Publishers; Research Ideas and Outcomes; 10; 6-2024; 1-142367-7163CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/https://riojournal.com/article/126660/info:eu-repo/semantics/altIdentifier/doi/10.3897/rio.10.e126660info:eu-repo/semantics/openAccesshttps://creativecommons.org/publicdomain/zero/1.0/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-10-22T12:00:22Zoai:ri.conicet.gov.ar:11336/266164instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-10-22 12:00:22.729CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Implementing biodiversity monitoring of rocky shores using photo-quadrats and Artificial Intelligence in support of data-driven decision-making of marine living resources
title Implementing biodiversity monitoring of rocky shores using photo-quadrats and Artificial Intelligence in support of data-driven decision-making of marine living resources
spellingShingle Implementing biodiversity monitoring of rocky shores using photo-quadrats and Artificial Intelligence in support of data-driven decision-making of marine living resources
Bravo, Gonzalo
Rocky intertidal
Ocean observation
Marine Protected Areas
Capacity building
SDG14
title_short Implementing biodiversity monitoring of rocky shores using photo-quadrats and Artificial Intelligence in support of data-driven decision-making of marine living resources
title_full Implementing biodiversity monitoring of rocky shores using photo-quadrats and Artificial Intelligence in support of data-driven decision-making of marine living resources
title_fullStr Implementing biodiversity monitoring of rocky shores using photo-quadrats and Artificial Intelligence in support of data-driven decision-making of marine living resources
title_full_unstemmed Implementing biodiversity monitoring of rocky shores using photo-quadrats and Artificial Intelligence in support of data-driven decision-making of marine living resources
title_sort Implementing biodiversity monitoring of rocky shores using photo-quadrats and Artificial Intelligence in support of data-driven decision-making of marine living resources
dc.creator.none.fl_str_mv Bravo, Gonzalo
Bigatti, Gregorio
Bagur, María
Macaya, Erasmo
Valdivia, Nelson
Rodriguez, Ariel
Gauna, Mariela Vanesa
Walker, Ian
Livore, Juan Pablo
Mendez, María Martha
Nieto Vilela, Rocío Aimé
Lima, Fernando P.
Seabra, Rui
Montes Herrera, Enrique
author Bravo, Gonzalo
author_facet Bravo, Gonzalo
Bigatti, Gregorio
Bagur, María
Macaya, Erasmo
Valdivia, Nelson
Rodriguez, Ariel
Gauna, Mariela Vanesa
Walker, Ian
Livore, Juan Pablo
Mendez, María Martha
Nieto Vilela, Rocío Aimé
Lima, Fernando P.
Seabra, Rui
Montes Herrera, Enrique
author_role author
author2 Bigatti, Gregorio
Bagur, María
Macaya, Erasmo
Valdivia, Nelson
Rodriguez, Ariel
Gauna, Mariela Vanesa
Walker, Ian
Livore, Juan Pablo
Mendez, María Martha
Nieto Vilela, Rocío Aimé
Lima, Fernando P.
Seabra, Rui
Montes Herrera, Enrique
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
dc.subject.none.fl_str_mv Rocky intertidal
Ocean observation
Marine Protected Areas
Capacity building
SDG14
topic Rocky intertidal
Ocean observation
Marine Protected Areas
Capacity building
SDG14
purl_subject.fl_str_mv https://purl.org/becyt/ford/1.5
https://purl.org/becyt/ford/1
dc.description.none.fl_txt_mv The Marine Biodiversity Observation Network Pole to Pole of the Americas (MBON Pole to Pole) conducted two workshops on 27-31 March 2023 and 22-26 January 2024 in the Argentinian Patagonia aiming to enhance capacity for long-term monitoring of rocky intertidal communities in Argentina and Chile by applying novel and easy-to-use methods for biodiversity observing. In these workshops, participants received training on the collection and processing of benthic photo-quadrat imagery and their analysis using open-source artificial intelligence applications. Workshop participants included park rangers, undergraduate and graduate students and scientists. These training activities covered theoretical concepts of rocky shore ecology and field exercises. The workshops promoted collaboration and knowledge exchange between users of biodiversity data and ecologists resulting in the development of a standardised biodiversity monitoring protocol for rocky intertidal communities available in the Ocean Best Practices System of the Intergovernmental Oceanographic Commission of UNESCO. Participants learned to identify dominant species and functional groups (e.g. macro-algal taxa, molluscs, barnacles) commonly present in these habitats and their zonation patterns along elevation gradients, capture high-quality benthic photographs using quadrat frames and cameras provided by the MBON Pole to Pole and compute percentage cover estimates of observed taxonomic groups using open-source automated classifiers. Emerging recommendations underscored the importance of actively involving park rangers in survey efforts and facilitating communication with decision-makers managing Marine Protected Areas. These activities were endorsed by the UN Decade as contributions to the Marine Life 2030 programme towards increasing capacity in the implementation of coordinated, standardised and sustained biodiversity observing efforts in the Americas.
Fil: Bravo, Gonzalo. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico. Instituto de Biología de Organismos Marinos; Argentina
Fil: Bigatti, Gregorio. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico. Instituto de Biología de Organismos Marinos; Argentina
Fil: Bagur, María. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Austral de Investigaciones Científicas; Argentina
Fil: Macaya, Erasmo. Universidad de Concepción; Chile. Centro FONDAP de Investigación en Dinámica de Ecosistemas Marinos de Altas Latitudes; Chile. Proyecto Anillos ECO(S) of Climate Change; Chile
Fil: Valdivia, Nelson. Universidad Austral de Chile; Chile. Centro FONDAP de Investigación en Dinámica de Ecosistemas Marinos de Altas Latitudes; Chile
Fil: Rodriguez, Ariel. Administración de Parques Nacionales; Argentina
Fil: Gauna, Mariela Vanesa. Administración de Parques Nacionales; Argentina
Fil: Walker, Ian. Administración de Parques Nacionales; Argentina
Fil: Livore, Juan Pablo. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico. Instituto de Biología de Organismos Marinos; Argentina
Fil: Mendez, María Martha. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico. Instituto de Biología de Organismos Marinos; Argentina
Fil: Nieto Vilela, Rocío Aimé. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico. Instituto de Biología de Organismos Marinos; Argentina
Fil: Lima, Fernando P.. Universidad de Porto; Portugal
Fil: Seabra, Rui. Universidad de Porto; Portugal
Fil: Montes Herrera, Enrique. National Ocean And Atmospheric Administration; Estados Unidos. University of Miami; Estados Unidos
description The Marine Biodiversity Observation Network Pole to Pole of the Americas (MBON Pole to Pole) conducted two workshops on 27-31 March 2023 and 22-26 January 2024 in the Argentinian Patagonia aiming to enhance capacity for long-term monitoring of rocky intertidal communities in Argentina and Chile by applying novel and easy-to-use methods for biodiversity observing. In these workshops, participants received training on the collection and processing of benthic photo-quadrat imagery and their analysis using open-source artificial intelligence applications. Workshop participants included park rangers, undergraduate and graduate students and scientists. These training activities covered theoretical concepts of rocky shore ecology and field exercises. The workshops promoted collaboration and knowledge exchange between users of biodiversity data and ecologists resulting in the development of a standardised biodiversity monitoring protocol for rocky intertidal communities available in the Ocean Best Practices System of the Intergovernmental Oceanographic Commission of UNESCO. Participants learned to identify dominant species and functional groups (e.g. macro-algal taxa, molluscs, barnacles) commonly present in these habitats and their zonation patterns along elevation gradients, capture high-quality benthic photographs using quadrat frames and cameras provided by the MBON Pole to Pole and compute percentage cover estimates of observed taxonomic groups using open-source automated classifiers. Emerging recommendations underscored the importance of actively involving park rangers in survey efforts and facilitating communication with decision-makers managing Marine Protected Areas. These activities were endorsed by the UN Decade as contributions to the Marine Life 2030 programme towards increasing capacity in the implementation of coordinated, standardised and sustained biodiversity observing efforts in the Americas.
publishDate 2024
dc.date.none.fl_str_mv 2024-06
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/266164
Bravo, Gonzalo; Bigatti, Gregorio; Bagur, María; Macaya, Erasmo; Valdivia, Nelson; et al.; Implementing biodiversity monitoring of rocky shores using photo-quadrats and Artificial Intelligence in support of data-driven decision-making of marine living resources; Pensoft Publishers; Research Ideas and Outcomes; 10; 6-2024; 1-14
2367-7163
CONICET Digital
CONICET
url http://hdl.handle.net/11336/266164
identifier_str_mv Bravo, Gonzalo; Bigatti, Gregorio; Bagur, María; Macaya, Erasmo; Valdivia, Nelson; et al.; Implementing biodiversity monitoring of rocky shores using photo-quadrats and Artificial Intelligence in support of data-driven decision-making of marine living resources; Pensoft Publishers; Research Ideas and Outcomes; 10; 6-2024; 1-14
2367-7163
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/https://riojournal.com/article/126660/
info:eu-repo/semantics/altIdentifier/doi/10.3897/rio.10.e126660
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/publicdomain/zero/1.0/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/publicdomain/zero/1.0/
dc.format.none.fl_str_mv application/pdf
application/pdf
application/pdf
application/pdf
application/pdf
dc.publisher.none.fl_str_mv Pensoft Publishers
publisher.none.fl_str_mv Pensoft Publishers
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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