KCS – “Good 4 Trade” Digital Certifications

• Green marker → FCS is climate compliant
• Red marker → FCS has compliance/deforestation risks
• Green Plus (⭐) → FCS certified by Kenya Coffee School “Good 4 Trade”
• Dynamic color shifts →
  • If deforestation detected → marker turns red
  • If afforestation detected → marker turns green (or upgrades to Green+ if certified)

Below is a merged prototype code that integrates:

✅ NDVI & NDWI monitoring
✅ Marker coloring by compliance status
✅ Certification flagging (Good 4 Trade)
✅ Dynamic update for forest change events

Kenya Coffee FCS & Unions — EUDR Compliance Map

• Full NACCU unions + Shiriki/KCCE FCS list (with placeholder geocoded coords).
• NDVI (vegetation) & NDWI (water index) proxies for climate/EUDR checks.
• Dynamic compliance logic:
  • 🟢 Green = compliant (healthy vegetation).
  • 🔴 Red = deforestation risk.
  • ⭐ Star = “Good 4 Trade” certified + compliant.
  • 🟤 Brown/🔵 Blue tags for water stress or stability.
• Simulation of change detection (5 s later it marks red for deforestation or green for afforestation).

Next Steps (to make this production-ready)

1. Replace NDVI/NDWI placeholders with real Copernicus Sentinel-2 layers
   • Activate WMS from Copernicus Data Space.
   • Plug in your actual INSTANCE_ID in the wmsBase.
   • Overlay NDVI & NDWI rasters live instead of the dummy numbers in cooperatives[].
2. Dynamic Monitoring with IoT/Balloons
   • Add an API endpoint to ingest sensor data from soil-moisture probes, water-level sensors, or low-balloon imagery.
   • Update each marker dynamically in the dashboard based on real-time telemetry.
3. Compliance Dashboard Layer
   • Add filters (e.g., “Show only non-compliant FCS”).
   • Color-coded legend for ⭐ / 🟢 / 🔴.
   • Export-to-CSV for reporting.
4. Scaling Up
   • Replace placeholder coords with precise geocoded factory/farm centerpoints.
   • Link to shapefiles of coffee zones for better spatial accuracy.

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Other KCS Research :

Low-Altitude Balloon IoT System for Coffee Cooperatives

🔹 Concept

• Small weather balloons or tethered balloons (50–300m altitude).
• Equipped with IoT sensor payloads:
  • Climate sensors (temperature, humidity, rainfall).
  • CO₂ concentration (forest degradation / compliance checks).
  • Soil moisture (with wireless relays).
  • Cameras or multispectral imaging (NDVI for vegetation, deforestation mapping).
• Communication via LoRaWAN, 4G/5G, or satellite uplink.

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🔹 Benefits for Coffee Sector

1. Climate Monitoring
   • Balloons can detect microclimate variations affecting coffee productivity.
   • Helps meet EUDR compliance by tracking deforestation & water use.
2. Connectivity for Remote Cooperatives
   • Balloons act as floating base stations for IoT sensors in remote farms.
   • Farmers can receive updates via mobile apps or SMS.
3. Deforestation & River Flow Monitoring
   • Balloons capture near-real-time imagery.
   • Rivers drying = flagged in system (water scarcity risk).
   • Forest cover change = alerts for potential non-compliance.
4. Certification Support (KCS “Good 4 Trade”)
   • Cooperatives with green balloon data = compliant.
   • Helps prove sustainable practices to EU importers.

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🔹 Example Deployment Model

• 1 balloon per county union (hovering over 20–30 km radius).
• Each balloon relays data from IoT ground sensors in farms.
• Data uploaded to KCS GIS Dashboard (the map we designed earlier).

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🔹 Simple Tech Stack

• Balloon: Weather balloon or tethered helium balloon.
• IoT: Arduino/ESP32 + LoRaWAN + environmental sensors.
• Data: Sent to KCS GIS + Copernicus satellite overlays.
• Dashboard: WordPress + Leaflet.js + EUDR compliance markers.