MAPEO DE ALTA RESOLUCIÓN CON DRONES Y ML
PROYECTOS
1. Drone surveillance of local environmental composition to predict malaria and dengue outbreaks in the Peruvian Amazon (GHI-UCSD; Royal Society; Wadsworth Center)
2.Deep-learning algorithms to support analysis of high resolutions Earth Observation data for vector-borne disease control in agricultural landscapes (LSHTM)
3. MACONDO: Network for the use of drones for malaria vector control (LSHTM)
PUBLICACIONES
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Carrasco-Escobar G, Moreno M, Fornace K, Herrera-Varela M, Manrique E, Conn JE. The use of drones for mosquito surveillance and control. Parasit Vectors. 2022 Dec 16;15(1):473. doi: 10.1186/s13071-022-05580-5.PMID: 36527116
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Bressan T, Valdivia-Gago A, Silvera-Ccallo RM, Llanos-Cuentas A, Condor DF, Padilla-Huamantinco PG, Vilcarromero S, Miranda JJ, Zavaleta-Cortijo C. Challenges of design, implementation, acceptability, and potential for, biomedical technologies in the Peruvian Amazon. Int J Equity Health. 2022 Dec 19;21(1):183. doi: 10.1186/s12939-022-01773-7.PMID: 36536404
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Byrne I, Chan K, Manrique E, Lines J, Wolie RZ, Trujillano F, Garay GJ, Del Prado Cortez MN, Alatrista-Salas H, Sternberg E, Cook J, N'Guessan R, Koffi A, Ahoua Alou LP, Apollinaire N, Messenger LA, Kristan M, Carrasco-Escobar G, Fornace K. Technical Workflow Development for Integrating Drone Surveys and Entomological Sampling to Characterise Aquatic Larval Habitats of Anopheles funestus in Agricultural Landscapes in Côte d'Ivoire. J Environ Public Health. 2021 Nov 1;2021:3220244. doi: 10.1155/2021/3220244.
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Climate, Landscapes & disease. Presented at COP26, Glasgow, 2021
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Carrasco-Escobar G, Moreno M, Fornace K, Herrera-Varela M, Manrique E, Conn J. The use of drones for mosquito surveillance and control. CABI publishing group. 2021
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Carrasco-Escobar G, Manrique E, Ruiz-Cabrejos J, Saavedra M, Alava F, Bickersmith S, Prussing C, Vinetz JM, Conn JE, Moreno M, Gamboa D. High-accuracy detection of malaria vector larval habitats using drone-based multispectral imagery. PLoS Negl Trop Dis. 2019 Jan;13(1):e0007105. doi: 10.1371/journal.pntd.0007105. eCollection 2019 Jan. PubMed PMID: 30653491; PubMed Central PMCID: PMC6353212.