Firda Yanuar Pradani on Muck Rack

Firda Yanuar Pradani

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Articles

Deep learning identifies water bodies from low-cost drone images for mosquito larval habitat mapping

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By Micanaldo Ernesto Francisco, Gaku Masuda, Lia Faridah, Kozo Watanabe, Andri Ruliansyah, Firda Yanuar Pradani
| Nature Verified
Abstract Mosquito larval source management remains a critical strategy for malaria control, but traditional methods for mapping breeding sites are labor-intensive and slow. While drones offer a promising tool, their application is often hindered by reliance on costly orthomosaic generation (stitching drone images into precise, georeferenced maps) and multispectral sensors, creating significant barriers for resource-limited health programs.
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