Map Overview — All Survey Sites
Sites—
High Risk—
Hotspots—
Thermal Anomalies—
Pending AI—
High
Medium
Low
—
Site Detail — Flight Corridor, Thermal & Hotspots
Map Layers:
Insect Findings at this Site
Insect Findings — AI + Officer Loop
| Trap | Site map | AI Species | Confidence | Count | Status | Action |
|---|
Human-in-the-loop: Every AI result requires officer confirmation or correction. Viewer role cannot confirm. Corrections feed model retraining.
Treatment Plan (Rules Engine)
| Site | Risk | Primary Pest | Product | Qty (L) | Reason |
|---|
Product and quantity come only from the Municipality’s approved list and label rates. Rules engine is deterministic — 100% compliance by design.
Reports & Trends
Risk Score Change (S1 → S2)
Species Count Distribution
Flight Log — RGB Topographic Survey (DJI Matrice 4E)
| # | Date | Sites | Aircraft | Permit |
|---|
Site KPI Summary
| Site | S1 | S2 | Δ | Hotspots | Flight lines | Band |
|---|
File Upload — Survey & Trap Data
Upload orthomosaics, trap photos, thermal CSVs, GPS points. Data feeds AI & reports.
Upload a file
How uploads are used
- Orthomosaic / DSM → Site Detail map base + hotspot clustering
- Trap photos → AI insect identification (pending officer confirm)
- Thermal CSV / imagery → Thermal layer & anomaly detection
- GPS / survey points → Ground survey markers on site map
- Shapefile / feature layer → Site boundaries & overlays
In production: files land in UAE object storage, encrypted at rest, processed by DJI Terra / ArcGIS / AI services.
Recent uploads
| Time | File | Category | Site | Size | Officer | Status |
|---|
Manual Entry — Traps, Hotspots, Thermal
Phase 1: officers enter smart-trap and survey data by hand. Feeds risk score & reports.
Trap / Insect finding
Hotspot
Thermal reading
Recent manual entries
| Time | Type | Site | Summary | Officer |
|---|