From the exploration of mosquito bioacoustics towards the development of novel approaches of surveillance and control

ABSTRACT: Diseases transmitted by mosquitoes cause public-health problems worldwide. In the absence of cost-effective treatments, the impact of these diseases is mitigated mainly by controlling mosquito populations. As current control methods exhibit serious difficulties, optimized and sustainable s...

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Autores:
Pantoja Sánchez, Hoover Esteban
Tipo de recurso:
Doctoral thesis
Fecha de publicación:
2020
Institución:
Universidad de Antioquia
Repositorio:
Repositorio UdeA
Idioma:
spa
OAI Identifier:
oai:bibliotecadigital.udea.edu.co:10495/14443
Acceso en línea:
http://hdl.handle.net/10495/14443
Palabra clave:
Bioacoustics
Classification
Culicidae
Fosfatasa Ácida Tartratorresistente
Tartrate-Resistant Acid Phosphatase
Diseases
Enfermedad
Medical treatment
Tratamiento médico
Applied research
Investigación aplicada
Trampas
Traps
Audition
Flight-tone
Mosquito
Tono de vuelo
http://aims.fao.org/aos/agrovoc/c_7879
http://id.loc.gov/authorities/subjects/sh85014119
http://id.loc.gov/authorities/subjects/sh85026719
http://vocabularies.unesco.org/thesaurus/concept8188
http://vocabularies.unesco.org/thesaurus/concept5457
http://vocabularies.unesco.org/thesaurus/concept2563
Rights
openAccess
License
Atribución-NoComercial-SinDerivadas 2.5 Colombia (CC BY-NC-ND 2.5 CO)
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oai_identifier_str oai:bibliotecadigital.udea.edu.co:10495/14443
network_acronym_str UDEA2
network_name_str Repositorio UdeA
repository_id_str
dc.title.spa.fl_str_mv From the exploration of mosquito bioacoustics towards the development of novel approaches of surveillance and control
title From the exploration of mosquito bioacoustics towards the development of novel approaches of surveillance and control
spellingShingle From the exploration of mosquito bioacoustics towards the development of novel approaches of surveillance and control
Bioacoustics
Classification
Culicidae
Fosfatasa Ácida Tartratorresistente
Tartrate-Resistant Acid Phosphatase
Diseases
Enfermedad
Medical treatment
Tratamiento médico
Applied research
Investigación aplicada
Trampas
Traps
Audition
Flight-tone
Mosquito
Tono de vuelo
http://aims.fao.org/aos/agrovoc/c_7879
http://id.loc.gov/authorities/subjects/sh85014119
http://id.loc.gov/authorities/subjects/sh85026719
http://vocabularies.unesco.org/thesaurus/concept8188
http://vocabularies.unesco.org/thesaurus/concept5457
http://vocabularies.unesco.org/thesaurus/concept2563
title_short From the exploration of mosquito bioacoustics towards the development of novel approaches of surveillance and control
title_full From the exploration of mosquito bioacoustics towards the development of novel approaches of surveillance and control
title_fullStr From the exploration of mosquito bioacoustics towards the development of novel approaches of surveillance and control
title_full_unstemmed From the exploration of mosquito bioacoustics towards the development of novel approaches of surveillance and control
title_sort From the exploration of mosquito bioacoustics towards the development of novel approaches of surveillance and control
dc.creator.fl_str_mv Pantoja Sánchez, Hoover Esteban
dc.contributor.advisor.none.fl_str_mv Vargas Bonilla, Jesús Francisco
Ruiz López, Freddy
dc.contributor.author.none.fl_str_mv Pantoja Sánchez, Hoover Esteban
dc.contributor.researcher.none.fl_str_mv Rúa Uribe, Guillermo
Calderón, Juan Camilo
Alfonso Parra, Catalína
Ávila, Frank William
Gómez Castaño, Sebastian
dc.subject.lcsh.none.fl_str_mv Bioacoustics
Classification
topic Bioacoustics
Classification
Culicidae
Fosfatasa Ácida Tartratorresistente
Tartrate-Resistant Acid Phosphatase
Diseases
Enfermedad
Medical treatment
Tratamiento médico
Applied research
Investigación aplicada
Trampas
Traps
Audition
Flight-tone
Mosquito
Tono de vuelo
http://aims.fao.org/aos/agrovoc/c_7879
http://id.loc.gov/authorities/subjects/sh85014119
http://id.loc.gov/authorities/subjects/sh85026719
http://vocabularies.unesco.org/thesaurus/concept8188
http://vocabularies.unesco.org/thesaurus/concept5457
http://vocabularies.unesco.org/thesaurus/concept2563
dc.subject.decs.none.fl_str_mv Culicidae
Fosfatasa Ácida Tartratorresistente
Tartrate-Resistant Acid Phosphatase
dc.subject.unesco.none.fl_str_mv Diseases
Enfermedad
Medical treatment
Tratamiento médico
Applied research
Investigación aplicada
dc.subject.agrovoc.none.fl_str_mv Trampas
Traps
dc.subject.proposal.spa.fl_str_mv Audition
Flight-tone
Mosquito
Tono de vuelo
dc.subject.agrovocuri.none.fl_str_mv http://aims.fao.org/aos/agrovoc/c_7879
dc.subject.lcshuri.none.fl_str_mv http://id.loc.gov/authorities/subjects/sh85014119
http://id.loc.gov/authorities/subjects/sh85026719
dc.subject.unescouri.none.fl_str_mv http://vocabularies.unesco.org/thesaurus/concept8188
http://vocabularies.unesco.org/thesaurus/concept5457
http://vocabularies.unesco.org/thesaurus/concept2563
description ABSTRACT: Diseases transmitted by mosquitoes cause public-health problems worldwide. In the absence of cost-effective treatments, the impact of these diseases is mitigated mainly by controlling mosquito populations. As current control methods exhibit serious difficulties, optimized and sustainable solutions are required. Due to the relevance of acoustic signals in mosquito reproduction, acoustic-based surveillance and control strategies are promising. In this thesis, three possible research approaches are explored: 1) Studying mosquito bioacoustics. 2) Designing acoustic traps. 3) Recognizing mosquitoes by their flight-tones. First, the study of mosquito bioacoustics provides valuable information to improve control strategies that rely on reproduction. Here, we study Aedes aegypti and Anopheles (Nyssorhynchus) albimanus bioacoustics from the receiver and the emitter perspective. By investigating audition from the receiver perspective, we describe general characteristics of the auditory organs of mosquitoes and evaluate the particular auditory response of each one of the studied species. Moreover, we establish similarities and differences between the species and address questions regarding mosquito sound reception. From the emitter perspective, we analyse the acoustic signals produced by tethered and free-flying mosquitoes, describing the effect of the recording protocol on the characteristics of flight-tones. Lastly, we use tethered and free-flying An. albimanus mosquitoes to uncover sex-specific acoustic behaviours related to reproduction and to establish a relationship between flight-trajectories and flight-tones. Second, the use of traps to collect mosquitoes is one of the operational foundations of mosquito control programs. Here, we use the inherent ability of male mosquitoes to locate a sound source in order to develop a novel acoustic trap prototype. By using acoustic attractants synthesized from mosquito flight-tone recordings, promising capture rates are obtained under indoor and semi-field conditions. Finally, using flight-tones to recognize mosquito species has proven to be a promising surveillance technic. In this thesis, we evaluate classification algorithms to differentiate species that share flight-tones with comparable frequency characteristics. Our results demonstrate that, by using the spectral information of flight-tones, it is possible to obtain a classification accuracy higher than 70 %, when classifying species with similar wingbeat frequency distributions. Overall, this thesis combines basic and applied research oriented towards the study of mosquito bioacoustics. Our results contribute to the literature that is actively studying mosquito biology and constitute a step forward in the fight against mosquito-borne diseases. We hope the methods and the technology developed during the execution of this research will be used in the future to accomplish innovative research projects.
publishDate 2020
dc.date.accessioned.none.fl_str_mv 2020-05-19T17:49:07Z
dc.date.available.none.fl_str_mv 2020-05-19T17:49:07Z
dc.date.issued.none.fl_str_mv 2020
dc.type.spa.fl_str_mv info:eu-repo/semantics/doctoralThesis
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dc.type.redcol.spa.fl_str_mv https://purl.org/redcol/resource_type/TD
dc.type.local.spa.fl_str_mv Tesis/Trabajo de grado - Monografía - Doctorado
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status_str draft
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/10495/14443
url http://hdl.handle.net/10495/14443
dc.language.iso.spa.fl_str_mv spa
language spa
dc.rights.*.fl_str_mv Atribución-NoComercial-SinDerivadas 2.5 Colombia (CC BY-NC-ND 2.5 CO)
dc.rights.spa.fl_str_mv info:eu-repo/semantics/openAccess
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rights_invalid_str_mv Atribución-NoComercial-SinDerivadas 2.5 Colombia (CC BY-NC-ND 2.5 CO)
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dc.format.extent.spa.fl_str_mv 101
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dc.publisher.group.spa.fl_str_mv Sistemas Embebidos e Inteligencia Computacional (SISTEMIC)
dc.publisher.place.spa.fl_str_mv Medellín, Colombia
institution Universidad de Antioquia
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spelling Vargas Bonilla, Jesús FranciscoRuiz López, FreddyPantoja Sánchez, Hoover EstebanRúa Uribe, GuillermoCalderón, Juan CamiloAlfonso Parra, CatalínaÁvila, Frank WilliamGómez Castaño, Sebastian2020-05-19T17:49:07Z2020-05-19T17:49:07Z2020http://hdl.handle.net/10495/14443ABSTRACT: Diseases transmitted by mosquitoes cause public-health problems worldwide. In the absence of cost-effective treatments, the impact of these diseases is mitigated mainly by controlling mosquito populations. As current control methods exhibit serious difficulties, optimized and sustainable solutions are required. Due to the relevance of acoustic signals in mosquito reproduction, acoustic-based surveillance and control strategies are promising. In this thesis, three possible research approaches are explored: 1) Studying mosquito bioacoustics. 2) Designing acoustic traps. 3) Recognizing mosquitoes by their flight-tones. First, the study of mosquito bioacoustics provides valuable information to improve control strategies that rely on reproduction. Here, we study Aedes aegypti and Anopheles (Nyssorhynchus) albimanus bioacoustics from the receiver and the emitter perspective. By investigating audition from the receiver perspective, we describe general characteristics of the auditory organs of mosquitoes and evaluate the particular auditory response of each one of the studied species. Moreover, we establish similarities and differences between the species and address questions regarding mosquito sound reception. From the emitter perspective, we analyse the acoustic signals produced by tethered and free-flying mosquitoes, describing the effect of the recording protocol on the characteristics of flight-tones. Lastly, we use tethered and free-flying An. albimanus mosquitoes to uncover sex-specific acoustic behaviours related to reproduction and to establish a relationship between flight-trajectories and flight-tones. Second, the use of traps to collect mosquitoes is one of the operational foundations of mosquito control programs. Here, we use the inherent ability of male mosquitoes to locate a sound source in order to develop a novel acoustic trap prototype. By using acoustic attractants synthesized from mosquito flight-tone recordings, promising capture rates are obtained under indoor and semi-field conditions. Finally, using flight-tones to recognize mosquito species has proven to be a promising surveillance technic. In this thesis, we evaluate classification algorithms to differentiate species that share flight-tones with comparable frequency characteristics. Our results demonstrate that, by using the spectral information of flight-tones, it is possible to obtain a classification accuracy higher than 70 %, when classifying species with similar wingbeat frequency distributions. Overall, this thesis combines basic and applied research oriented towards the study of mosquito bioacoustics. Our results contribute to the literature that is actively studying mosquito biology and constitute a step forward in the fight against mosquito-borne diseases. We hope the methods and the technology developed during the execution of this research will be used in the future to accomplish innovative research projects.101application/pdfspainfo:eu-repo/semantics/draftinfo:eu-repo/semantics/doctoralThesishttp://purl.org/coar/resource_type/c_db06https://purl.org/redcol/resource_type/TDTesis/Trabajo de grado - Monografía - Doctoradohttp://purl.org/coar/version/c_b1a7d7d4d402bcceAtribución-NoComercial-SinDerivadas 2.5 Colombia (CC BY-NC-ND 2.5 CO)info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-nd/2.5/co/http://purl.org/coar/access_right/c_abf2https://creativecommons.org/licenses/by-nc-nd/4.0/BioacousticsClassificationCulicidaeFosfatasa Ácida TartratorresistenteTartrate-Resistant Acid PhosphataseDiseasesEnfermedadMedical treatmentTratamiento médicoApplied researchInvestigación aplicadaTrampasTrapsAuditionFlight-toneMosquitoTono de vuelohttp://aims.fao.org/aos/agrovoc/c_7879http://id.loc.gov/authorities/subjects/sh85014119http://id.loc.gov/authorities/subjects/sh85026719http://vocabularies.unesco.org/thesaurus/concept8188http://vocabularies.unesco.org/thesaurus/concept5457http://vocabularies.unesco.org/thesaurus/concept2563From the exploration of mosquito bioacoustics towards the development of novel approaches of surveillance and controlSistemas Embebidos e Inteligencia Computacional (SISTEMIC)Medellín, ColombiaDoctor en Ingeniería ElectrónicaDoctoradoFacultad de Ingeniería. Doctorado en Ingeniería ElectrónicaUniversidad de AntioquiaLICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://bibliotecadigital.udea.edu.co/bitstream/10495/14443/5/license.txt8a4605be74aa9ea9d79846c1fba20a33MD55CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-81051http://bibliotecadigital.udea.edu.co/bitstream/10495/14443/4/license_rdfe2060682c9c70d4d30c83c51448f4eedMD54ORIGINALPantojaHoover_2020_MosquitosBioacusticaControl.docxPantojaHoover_2020_MosquitosBioacusticaControl.docxTesis doctoralapplication/vnd.openxmlformats-officedocument.wordprocessingml.document7560152http://bibliotecadigital.udea.edu.co/bitstream/10495/14443/1/PantojaHoover_2020_MosquitosBioacusticaControl.docx50cecf00395b870c3ab2be449b4dbdc4MD51PantojaHoover_2020_MosquitosBioacusticaControl.pdfPantojaHoover_2020_MosquitosBioacusticaControl.pdfTesis doctoralapplication/pdf2531598http://bibliotecadigital.udea.edu.co/bitstream/10495/14443/2/PantojaHoover_2020_MosquitosBioacusticaControl.pdf03b763fff8f0d3f63d324039de4406c9MD52Autorización documento de tesis para CENDOI.pdfAutorización documento de tesis para CENDOI.pdfAval asesorapplication/pdf93894http://bibliotecadigital.udea.edu.co/bitstream/10495/14443/3/Autorizaci%c3%b3n%20documento%20de%20tesis%20para%20CENDOI.pdf2c84e79d06a6d5a1e120fa8ed001f836MD5310495/14443oai:bibliotecadigital.udea.edu.co:10495/144432021-05-21 11:44:12.495Repositorio Institucional Universidad de Antioquiaandres.perez@udea.edu.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