Sensor Installation
Deploy MosqAI traps by balancing habitat relevance, maintenance access, solar exposure, and communication reliability across the network footprint.
Workflow
Capture and normalize
Field telemetry, image frames, weather feeds, and site metadata are normalized into one event fabric.
Score and enrich
MosqAI enriches the event with model outputs, thresholds, contextual overlays, and governance metadata.
Publish operational action
Dashboards, alerts, maps, and exports update so analysts and field crews can act from the same signal.
Choose sites for signal, not convenience
The easiest place to mount a trap is rarely the most useful place to learn from. MosqAI installations should sample ecological transitions: wet-to-dry boundaries, guest-to-service edges, irrigation corridors, drainage trouble spots, and zones where mosquito complaints or interventions cluster repeatedly.
- Prefer habitat edges over generic open space
- Cover contrasting microclimates when possible
- Place at least one unit where you expect little activity for comparison
Think like a maintainer
A perfect signal location is still a poor deployment if nobody can service it safely. Installation planning should include panel cleaning, battery access, seasonal vegetation changes, and how technicians will physically reach each device under realistic conditions.
- Document safe access paths for every site
- Avoid placements that become inaccessible after rain or growth
- Treat maintenance time as part of the design, not an afterthought
Connectivity is a spectrum
Not every deployment has reliable coverage. MosqAI assumes variable network quality and should be installed with a clear understanding of where real-time visibility matters most and where delayed synchronization is acceptable.
- Map strong, weak, and intermittent coverage zones
- Use the most time-sensitive areas for the strongest links
- Expect partial sync environments in rural or wetland deployments
Standardize before you scale
A five-device pilot can survive messy install practices. A fifty-device network cannot. Establish naming, mounting, site annotation, photo capture, and maintenance logging patterns during the first rollout so later expansion remains coherent.
- Use consistent trap naming tied to zone logic
- Capture install photos and local context notes
- Record solar, signal, and habitat assumptions at setup time
Frequently asked questions
Is sensor installation only useful for large programs?
No. Pilot deployments often get the fastest value because they replace fragmented observation with a single system of record and shorten the loop between field events and action.
Does it require continuous connectivity?
No. MosqAI is designed for variable field connectivity and can buffer, sync, and reconcile data when coverage returns.
How does it fit with existing reporting?
The platform is built to complement GIS, public-health, and contractor workflows through exports, APIs, and shared evidence views rather than forcing teams to discard current systems immediately.