Healthy
Area28.2 ha
Age19 yr
VarietyDxP Line 7
Forecast22.7 t/ha
Gap−5.0%
Harvest round11 d
Ganoderma13%
NDVI0.72
Replant rank#12 of 50
AI Yield Prediction
Yield Prediction v4.1 · gradient-boosted trees · retrained monthly
Confidence90%
Predicted FFB
22.7
t/ha · next 12 m
Target
23.9
t/ha · budget
Gap
−5.0%
−1.2 t/ha vs target
Predicted (next 12 m)
22.7
Target
23.9
Actual (last 12 m)
22.8
Feature contribution (SHAP, t/ha)
vs portfolio baselineHarvesting interval
−0.5
Soil moisture
+0.3
Disease / pest pressure
−0.1
Rainfall deficit (3-mo lag)
−0.1
Palm age / maturity
−0.0
Fertilizer timing
+0.0
Vegetation index (NDVI)
+0.0
◀ lowers predictionraises ▶
Model features
13 inputs used for this prediction · current values
Palm age19 yr (planted 2007)
Historical yield22.8 t/ha (rolling 12 m)
Rainfall (30 d)210 mm
Rainfall lag (3-mo)−3% vs normal
Temperature27.3 °C mean max
Soil moisture0.38 m³/m³
Fertilizer applicationAll rounds on time
Harvesting interval11 days
Planting density138 palms/ha
Soil characteristicsAlluvial
Pest incidents1 logged (12 m)
Vegetation indexNDVI 0.72
SeasonalityPeak crop (Sep–Nov index 1.17)
AI recommendations
Ranked by expected yield recovery
Why B10 is below plan
Confidence90%Forecast 22.7 vs 23.9 t/ha (−5.0%). Largest negative driver: Harvesting interval (-0.50 t/ha). Recommended actions below are ranked by expected recovery.
1+0.3 t/ha
Restore 10-day harvest round
Current 11-day round increases loose fruit and overripe bunches; add 1 harvesting gang.
Decision support — agronomist validation required
Location & neighbours
Estate A blocks · colour = health status
Loading map…
Block attributes
Master data, sensors, satellite and field records
Identity & stand
Block IDB10
Estate · divisionEstate A · Division 2
Planted area28.2 ha
Planted year · age2007 · 19 yr
VarietyDxP Line 7
Palm population3,866 (138/ha)
Water & soil
Rainfall (30 d)210 mm
Rainfall deficit−3% vs normal
Soil moisture0.38 m³/m³
Soil typeAlluvial
Drainagegood
Water statusnormal
Yield & operations
Current yield22.8 t/ha
Forecast yield22.7 t/ha
Target23.9 t/ha
Harvesting interval11 days
NDVI-like score0.72
Disease riskGanoderma 13%
Historical FFB production
Monthly tonnes · 12 m actual 655 t vs budget 674 t (−2.8%)
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 |
|---|---|---|---|
| 2026-04-22 | Rat damage | Low | Barn owl nest box check |