Watch
Area33.4 ha
Age27 yr
VarietyPA-Tenera 305
Forecast14.1 t/ha
Gap−9.0%
Harvest round10 d
Ganoderma44%
NDVI0.67
Replant rank#1 of 50
AI Yield Prediction
Yield Prediction v4.1 · gradient-boosted trees · retrained monthly
Confidence87%
Predicted FFB
14.1
t/ha · next 12 m
Target
15.5
t/ha · budget
Gap
−9.0%
−1.4 t/ha vs target
Predicted (next 12 m)
14.1
Target
15.5
Actual (last 12 m)
14.3
Feature contribution (SHAP, t/ha)
vs portfolio baselinePalm age / maturity
−2.1
Disease / pest pressure
−0.4
Harvesting interval
−0.3
Rainfall deficit (3-mo lag)
−0.2
Fertilizer timing
+0.1
Vegetation index (NDVI)
−0.1
Soil moisture
0.0
◀ lowers predictionraises ▶
Model features
13 inputs used for this prediction · current values
Palm age27 yr (planted 1999)
Historical yield14.3 t/ha (rolling 12 m)
Rainfall (30 d)200 mm
Rainfall lag (3-mo)−8% vs normal
Temperature27.4 °C mean max
Soil moisture0.30 m³/m³
Fertilizer applicationAll rounds on time
Harvesting interval10 days
Planting density143 palms/ha
Soil characteristicsAlluvial
Pest incidents3 logged (12 m)
Vegetation indexNDVI 0.67
SeasonalityPeak crop (Sep–Nov index 1.17)
AI recommendations
Ranked by expected yield recovery
Why B46 is below plan
Confidence87%Forecast 14.1 vs 15.5 t/ha (−9.0%). Largest negative driver: Palm age / maturity (-2.14 t/ha). Recommended actions below are ranked by expected recovery.
1+0.2 t/ha
Ganoderma census & sanitation
Field census within 7 days; isolate trenching and sanitation of infected palms; soil mounding.
2+0.2 t/ha
Restore 10-day harvest round
Current 10-day round increases loose fruit and overripe bunches; add 1 harvesting gang.
3+0.1 t/ha
Moisture conservation
Spread EFB mulch (40 t/ha) in inter-rows; prioritise K to support drought tolerance.
Decision support — agronomist validation required
Location & neighbours
Estate E blocks · colour = health status
Loading map…
Block attributes
Master data, sensors, satellite and field records
Identity & stand
Block IDB46
Estate · divisionEstate E · Division 2
Planted area33.4 ha
Planted year · age1999 · 27 yr
VarietyPA-Tenera 305
Palm population4,671 (143/ha)
Water & soil
Rainfall (30 d)200 mm
Rainfall deficit−8% vs normal
Soil moisture0.30 m³/m³
Soil typeAlluvial
Drainagegood
Water statusnormal
Yield & operations
Current yield14.3 t/ha
Forecast yield14.1 t/ha
Target15.5 t/ha
Harvesting interval10 days
NDVI-like score0.67
Disease riskGanoderma 44%
Historical FFB production
Monthly tonnes · 12 m actual 501 t vs budget 518 t (−3.3%)
Fertilizer history
Applications last 12 months
| Date | Product | kg/palm | Status |
|---|---|---|---|
| 2025-10-14 | NPK 12-12-17-2 | 2.00 | on-time |
| 2026-01-20 | Dolomite | 1.50 | on-time |
| 2026-03-18 | MOP (KCl) | 1.75 | on-time |
| 2026-06-24 | NPK 12-12-17-2 + Borate | 2.25 | on-time |
Pest & disease history
Census, treatments and surveys
| Date | Pest / disease | Severity | Action taken |
|---|---|---|---|
| 2026-02-11 | Ganoderma | Low | Census & marking |
| 2026-06-03 | Ganoderma | Moderate | Sanitation of 6 infected palms |
| 2026-09-12 | Ganoderma | Elevated | Drone survey scheduled |