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...
- 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
- https://creativecommons.org/licenses/by-nc-nd/4.0/
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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.contributor.researchgroup.spa.fl_str_mv |
Sistemas Embebidos e Inteligencia Computacional (SISTEMIC) |
| 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 |
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http://id.loc.gov/authorities/subjects/sh85014119 http://id.loc.gov/authorities/subjects/sh85026719 |
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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 |
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2020-05-19T17:49:07Z |
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2020 |
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Tesis/Trabajo de grado - Monografía - Doctorado |
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http://hdl.handle.net/10495/14443 |
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http://hdl.handle.net/10495/14443 |
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spa |
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spa |
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http://creativecommons.org/licenses/by-nc-nd/2.5/co/ |
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Atribución-NoComercial-SinDerivadas 2.5 Colombia (CC BY-NC-ND 2.5 CO) |
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Universidad de Antioquia |
| dc.publisher.place.spa.fl_str_mv |
Medellín, Colombia |
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Facultad de Ingeniería. Doctorado en Ingeniería Electrónica |
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Vargas Bonilla, Jesús FranciscoRuiz López, FreddyPantoja Sánchez, Hoover EstebanRúa Uribe, GuillermoCalderón, Juan CamiloAlfonso Parra, CatalínaÁvila, Frank WilliamGómez Castaño, SebastianSistemas Embebidos e Inteligencia Computacional (SISTEMIC)2020-05-19T17:49:07Z2020-05-19T17:49:07Z2020http://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.DoctoradoDoctor en Ingeniería Electrónica101application/pdfspaUniversidad de AntioquiaMedellín, ColombiaFacultad de Ingeniería. Doctorado en Ingeniería Electrónicahttps://creativecommons.org/licenses/by-nc-nd/4.0/http://creativecommons.org/licenses/by-nc-nd/2.5/co/Atribución-NoComercial-SinDerivadas 2.5 Colombia (CC BY-NC-ND 2.5 CO)info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2BioacousticsClassificationCulicidaeFosfatasa 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 controlTesis/Trabajo de grado - Monografía - 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