AI Mosquito Mapping Targets Dengue Sites in Tampa
Researchers use satellite imagery to identify potential breeding grounds with 10-meter precision.
Updated on Oct. 22, 2026 in Botany
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Do you regularly check your property for standing water to prevent mosquito breeding?
University of South Florida researchers are using artificial intelligence and satellite imagery to identify mosquito breeding grounds. The project aims to curb dengue fever outbreaks in the Tampa area by targeting potential habitats.
Why it matters
With Hillsborough County accounting for the vast majority of Florida dengue cases, this remote-sensing approach allows health officials to preemptively eliminate breeding sites. The research establishes a new pathway for integrating high-resolution geographic data into public health vector control.
The system utilizes satellite imagery to detect potential standing water in containers like tires and birdbaths with a precision of 10 meters. This represents a significant increase in geographic resolution for regional vector mapping efforts.
The players
University of South Florida
A research university that conducts interdisciplinary studies on climate-sensitive health outcomes and vector-borne diseases.
Florida Department of Health
The state agency responsible for monitoring disease outbreaks and managing local public health interventions.
The details
Researchers employ computer vision models—algorithms trained to recognize patterns in visual data—to scan satellite captures for specific micro-habitats. By identifying anomalies indicative of standing water, the team creates predictive maps for ground crews to visit. This workflow automates the identification of larvae environments, which previously required manual field inspection of residential and commercial properties.
Timeline
October 22, 2026: USF researchers demonstrated the technology to state health officials.
The Tech Race
This project accelerates the adoption of geospatial AI in public health, moving beyond traditional ground-based trapping methods. It competes with other automated vector-control initiatives currently being piloted in tropical regions to manage rising dengue transmission rates.
Health officials in Tampa will use these high-resolution maps to prioritize neighborhood inspections and drainage efforts. While residents may not interact directly with the AI software, the initiative seeks to reduce the presence of standing water in backyards and public spaces.
The takeaway
The use of 10-meter resolution satellite data marks a transition toward proactive, data-driven vector control. Keep an eye on upcoming state-level reports to see if this technology reduces the 80% concentration of cases found in Hillsborough County.
Further reading
For broader trends in ecological monitoring, visit Botany.
Source note: This article includes information reported by FOX 13 Tampa Bay.
Live Poll
Do you regularly check your property for standing water to prevent mosquito breeding?
