Identification of risk areas for arboviruses using traps for adults of Aedes aegypti and Aedes albopictus and remote sensing images

• Grant number: 17/10297-1
• Support Opportunities: Scholarships in Brazil - Post-Doctoral
• Start date: December 01, 2017
• End date: April 30, 2021
• Field of knowledge: Health Sciences - Collective Health - Epidemiology
• Principal Investigator: Francisco Chiaravalloti Neto
• Grantee: Camila Lorenz
• Host Institution: Faculdade de Saúde Pública (FSP). Universidade de São Paulo (USP). São Paulo , SP, Brazil
• Associated scholarship(s): 19/08205-7 - Using remote sensing for risk mapping of adult Aedes aegypti infestation, BE.EP.PD

Abstract

The current epidemiological scenario in Brazil is worrisome, as in recent years thousands cases of dengue, zika and chikungunya have been reported, in addition to the recent re-emergence of yellow fever. The Aedes aegypti mosquito plays a fundamental role in the dissemination of all these diseases. The role of its sister species, Aedes albopictus, is still little known in Brazil, but may have a major future epidemiological impact. There is great difficulty in identifying arboviruses risk areas based only on the entomological indicators traditionally used in control programs, such as Breteau, Predial and Container indices. There are few studies that relate the presence of the adult mosquito with the direct occurrence of arbovirus cases and physical characteristics of the sites of the diseases. Thus, we propose to elaborate a model to detect areas of high risk for dengue, zika and chikungunya based on the presence of adult mosquitoes Ae. aegypti and remote sensing images. We can benefit from the use of satellite imagery and Unmanned Aerial Vehicles to acquire high quality aerial images that accurately report the physical characteristics of the sites with the presence of the vectors and with cases of arboviruses. The methodology developed here will allow the risk areas for the presence of Ae. aegypti and for the occurrence of these arboviruses are identified based only on the consultation of satellite images and orthophotos, allowing them to be prioritized by health services and control for the development of surveillance measures. In addition, we propose to evaluate the distribution and abundance of Ae. albopictus in the areas with presence of cases of the three arboviruses.

Scientific publications

(19)

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

LORENZ, CAMILA; RIBEIRO, ANA FREITAS; CHIARAVALLOTI-NETO, FRANCISCO. Mayaro virus distribution in South America. Acta Tropica, v. 198, OCT 2019. (17/10297-1)

LORENZ, CAMILA; CASTRO, MARCIA C.; TRINDADE, PATRICIA M. P.; NOGUEIRA, MAURICIO L.; LAGE, MARIANA DE OLIVEIRA; QUINTANILHA, JOSE A.; PARRA, MAISA C.; DIBO, MARGARETH R.; FAVARO, ELIANE A.; GUIRADO, MARLUCI M.; et al. Predicting Aedes aegypti infestation using landscape and thermal features. SCIENTIFIC REPORTS, v. 10, n. 1, DEC 10 2020. (17/10297-1, 13/21719-3, 19/08205-7)

LORENZ, CAMILA; CHIARAVALLOTI-NETO, FRANCISCO; LAGE, MARIANA DE OLIVEIRA; QUINTANILHA, JOSE ALBERTO; PARRA, MAISA CARLA; DIBO, MARGARETH REGINA; FAVARO, ELIANE APARECIDA; GUIRADO, MARLUCI MONTEIRO; NOGUEIRA, MAURICIO LACERDA. Remote sensing for risk mapping of Aedes aegypti infestations: Is this a practical task?. Acta Tropica, v. 205, p. 7-pg., 2020-05-01. (17/10297-1, 13/21719-3)

LORENZ, CAMILA; MORALEJO BERMUDI, PATRICIA MARQUES; DE AGUIAR, BRENO SOUZA; FAILLA, MARCELO ANTUNES; TOPORCOV, TATIANA NATASHA; CHIARAVALLOTI-NETO, FRANCISCO; BARROZO, LIGIA VIZEU. Examining socio-economic factors to understand the hospital case fatality rates of COVID-19 in the city of sao Paulo, Brazil. Transactions of the Royal Society of Tropical Medicine and Hygiene, v. 115, n. 11, p. 1282-1287, NOV 2021. (17/10297-1, 20/12371-7)

DE AZEVEDO, THIAGO SALOMAO; LORENZ, CAMILA; CHIARAVALLOTI-NETO, FRANCISCO; MUREB SALLUM, MARIA ANICE. Kerteszia cruzii and extra-Amazonian malaria in Brazil: Challenges due to climate change in the Atlantic Forest. INFECTION GENETICS AND EVOLUTION, v. 85, NOV 2020. (17/10297-1)

PEREIRA PARRA, MAISA CARLA; LORENZ, CAMILA; DIBO, MARGARETH REGINA; GONCALVES DE AGUIAR MILHIM, BRUNO HENRIQUE; GUIRADO, MARLUCI MONTEIRO; NOGUEIRA, MAURICIO LACERDA; CHIARAVALLOTI-NETO, FRANCISCO. Association between densities of adult and immature stages of Aedes aegypti mosquitoes in space and time: implications for vector surveillance. PARASITES & VECTORS, v. 15, n. 1, p. 12-pg., 2022-04-19. (13/21719-3, 17/10297-1)

PARRA, MAISA CARLA PEREIRA; LORENZ, CAMILA; MILHIM, BRUNO HENRIQUE GONCALVES DE AGUIAR; DIBO, MARGARETH REGINA; GUIRADO, MARLUCI MONTEIRO; CHIARAVALLOTI-NETO, FRANCISCO; NOGUEIRA, MAURICIO LACERDA. Detection of Zika RNA virus in Aedes aegypti and Aedes albopictus mosquitoes, Sao Paulo, Brazil. INFECTION GENETICS AND EVOLUTION, v. 98, p. 4-pg., 2022-01-29. (13/21719-3, 17/10297-1)

LORENZ, CAMILA; AZEVEDO, THIAGO S.; CHIARAVALLOTI-NETO, FRANCISCO. COVID-19 and dengue fever: A dangerous combination for the health system in Brazil. TRAVEL MEDICINE AND INFECTIOUS DISEASE, v. 35, MAY-JUN 2020. (17/10297-1)

LORENZ, CAMILA; DE AZEVEDO, THIAGO SALOMDO; CHIARAVALLOTI-NETO, FRANCISCO. Impact of climate change on West Nile virus distribution in South America. Transactions of the Royal Society of Tropical Medicine and Hygiene, v. N/A, p. 11-pg., 2022-05-27. (17/10297-1)

LORENZ, CAMILA; CHIARAVALLOTI-NETO, FRANCISCO; LAGE, MARIANA DE OLIVEIRA; QUINTANILHA, JOSE ALBERTO; PARRA, MAISA CARLA; DIBO, MARGARETH REGINA; FAVARO, ELIANE APARECIDA; GUIRADO, MARLUCI MONTEIRO; NOGUEIRA, MAURICIO LACERDA. Remote sensing for risk mapping of Aedes aegypti infestations: Is this a practical task?. Acta Tropica, v. 205, MAY 2020. (17/10297-1, 13/21719-3)

DE AZEVEDO, THIAGO S.; LORENZ, CAMILA; CHIARAVALLOTI-NETO, FRANCISCO. Spatiotemporal evolution of dengue outbreaks in Brazil. Transactions of the Royal Society of Tropical Medicine and Hygiene, v. 114, n. 8, p. 593-602, AUG 2020. (17/10297-1)

CUNHA, HIGOR SOUZA; SCLAUSER, BRENDA SANTANA; WILDEMBERG, PEDRO FONSECA; MILITAO FERNANDES, EDUARDO AUGUSTO; DOS SANTOS, JEFERSSON ALEX; LAGE, MARIANA DE OLIVEIRA; LORENZ, CAMILA; BARBOSA, GERSON LAURINDO; QUINTANILHA, JOSE ALBERTO; CHIARAVALLOTI-NETO, FRANCISCO. ater tank and swimming pool detection based on remote sensing and deep learning: Relationship with socioeconomic level and applications in dengue contro. PLoS One, v. 16, n. 12, DEC 9 2021. (15/06687-3, 20/01596-8, 17/10297-1)

LORENZ, CAMILA; DIAS BOCEWICZ, ANA CAROLINA; DE AZEVEDO MARQUES, CRISTIANO CORREA; REIS SANTANA, LIDIA MARIA; CHIARAVALLOTI-NETO, FRANCISCO; ALVES GOMES, ANTONIO HENRIQUE; BARBOSA, GERSON LAURINDO. Have measures against COVID-19 helped to reduce dengue cases in Brazil?. TRAVEL MEDICINE AND INFECTIOUS DISEASE, v. 37, SEP-OCT 2020. (17/10297-1)

LORENZ, CAMILA; SUESDEK, LINCOLN. The use of wing shape for characterising macroevolution in mosquitoes (Diptera: Culicidae). INFECTION GENETICS AND EVOLUTION, v. 77, JAN 2020. (17/10297-1, 13/05521-9)

THIAGO SALOMÃO DE AZEVEDO; CAMILA LORENZ; FRANCISCO CHIARAVALLOTI-NETO. Risk mapping of visceral leishmaniasis in Brazil. Revista da Sociedade Brasileira de Medicina Tropical, v. 52, 2019-11-25. (17/10297-1)

PRADO, ISAQUE; LIMA-CAMARA, TAMARA NUNES; CHIARAVALLOTI-NETO, FRANCISCO; PEREIRA PARRA, MAISA CARLA; DIBO, MARGARETH REGINA; NOGUEIRA, MAURICIO LACERDA; LORENZ, CAMILA. Spatial analysis of the wing shape of Aedes aegypti mosquito in an endemic dengue area of Sao Paulo, Brazil. INTERNATIONAL JOURNAL OF TROPICAL INSECT SCIENCE, OCT 2021. (13/21719-3, 18/11490-2, 17/10297-1)

DE SOUZA CONCEICAO, GLEICE MARGARETE; BARBOSA, GERSON LAURINDO; LORENZ, CAMILA; DIAS BOCEWICZ, ANA CAROLINA; REIS SANTANA, LIDIA MARIA; DE AZEVEDO MARQUES, CRISTIANO CORREA; CHIARAVALLOTI-NETO, FRANCISCO. Effect of social isolation in dengue cases in the state of Sao Paulo, Brazil: An analysis during the COVID-19 pandemic. TRAVEL MEDICINE AND INFECTIOUS DISEASE, v. 44, NOV-DEC 2021. (17/10297-1)

MORALEJO BERMUDI, PATRICIA MARQUES; LORENZ, CAMILA; DE AGUIAR, BRENO SOUZA; FAILLA, MARCELO ANTUNES; BARROZO, LIGIA VIZEU; CHIARAVALLOTI-NETO, FRANCISCO. Spatiotemporal ecological study of COVID-19 mortality in the city of Sao Paulo, Brazil: Shifting of the high mortality risk from areas with the best to those with the worst socio-economic conditions. TRAVEL MEDICINE AND INFECTIOUS DISEASE, v. 39, JAN-FEB 2021. (17/10297-1)

LACERDA, ALEC BRIAN; LORENZ, CAMILA; AZEVEDO, THIAGO SALOMAO; CANDIDO, DENISE MARIA; WEN, FAN HUI; ELOY, LUCIANO JOSE; CHIARAVALLOTI-NETO, FRANCISCO. Detection of areas vulnerable to scorpionism and its association with environmental factors in Sao Paulo, Brazil. Acta Tropica, v. 230, p. 5-pg., 2022-03-09. (17/10297-1)