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Training computer vision models on satellite and street view imagery in the municipality of Rio de Janeiro, we analyzed the correlation between the density of common breeding grounds and <jats:italic>Aedes aegypti<\/jats:italic> infestation measured by ovitraps on a monthly basis between 2019 and 2022. Our findings emphasized the significance (<jats:italic>p<\/jats:italic> \u2264 0.05) of micro-habitat proxies generated through object detection, allowing to explain high spatial variance in urban abundance of <jats:italic>Aedes aegypti<\/jats:italic> immatures. Water tanks, non-mounted car tires, plastic bags, potted plants, and storm drains positively correlated with <jats:italic>Aedes aegypti<\/jats:italic> egg and larva counts considering a 1000 m mosquito flight range buffer around 2700 ovitrap locations, while dumpsters, small trash bins, and large trash bins exhibited a negative association. This complementary application of satellite and street view imagery opens the pathway for high-resolution interpolation of entomological surveillance data and has the potential to optimize vector control strategies. Consequently it supports the mitigation of emerging infectious diseases transmitted by <jats:italic>Aedes aegypti<\/jats:italic>, such as dengue, chikungunya, and Zika, which cause thousands of deaths each year.<\/jats:p>","DOI":"10.1038\/s41598-024-67914-w","type":"journal-article","created":{"date-parts":[[2024,8,6]],"date-time":"2024-08-06T13:11:42Z","timestamp":1722949902000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["High-resolution mapping of urban Aedes aegypti immature abundance through breeding site detection based on satellite and street view imagery"],"prefix":"10.1038","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3077-8094","authenticated-orcid":false,"given":"Steffen","family":"Knoblauch","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Myat","family":"Su Yin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Krittin","family":"Chatrinan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Antonio Augusto","family":"de Arag\u00e3o Rocha","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Peter","family":"Haddawy","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Filip","family":"Biljecki","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sven","family":"Lautenbach","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bernd","family":"Resch","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dorian","family":"Arifi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Thomas","family":"J\u00e4nisch","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ivonne","family":"Morales","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alexander","family":"Zipf","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2024,8,6]]},"reference":[{"key":"67914_CR1","doi-asserted-by":"publisher","first-page":"12925","DOI":"10.1038\/s41598-020-69759-5","volume":"10","author":"ABB Wilke","year":"2020","unstructured":"Wilke, A. 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