Watch
Area42.0 ha
Age23 yr
VarietyDxP Line 7
Forecast19.7 t/ha
Gap±0.0%
Harvest round8 d
Ganoderma12%
NDVI0.71
Replant rank#9 of 50
AI Yield Prediction
Yield Prediction v4.1 · gradient-boosted trees · retrained monthly
Confidence90%
Predicted FFB
19.7
t/ha · next 12 m
Target
19.7
t/ha · budget
Gap
±0.0%
±0.0 t/ha vs target
Predicted (next 12 m)
19.7
Target
19.7
Actual (last 12 m)
19.7
Feature contribution (SHAP, t/ha)
vs portfolio baselinePalm age / maturity
−1.1
Harvesting interval
+0.3
Soil moisture
+0.2
Rainfall deficit (3-mo lag)
−0.1
Disease / pest pressure
−0.1
Fertilizer timing
+0.1
Vegetation index (NDVI)
−0.1
◀ lowers predictionraises ▶
Model features
13 inputs used for this prediction · current values
Palm age23 yr (planted 2003)
Historical yield19.7 t/ha (rolling 12 m)
Rainfall (30 d)201 mm
Rainfall lag (3-mo)−4% vs normal
Temperature27.3 °C mean max
Soil moisture0.37 m³/m³
Fertilizer application1 round(s) late
Harvesting interval8 days
Planting density134 palms/ha
Soil characteristicsInceptisol
Pest incidents1 logged (12 m)
Vegetation indexNDVI 0.71
SeasonalityPeak crop (Sep–Nov index 1.17)
AI recommendations
Ranked by expected yield recovery
Why B41 is on plan
Confidence90%Forecast 19.7 vs 19.7 t/ha (±0.0%). Largest negative driver: Palm age / maturity (-1.09 t/ha). No material corrective action required; keep on standard programme.
Decision support — agronomist validation required
Location & neighbours
Estate E blocks · colour = health status
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Block attributes
Master data, sensors, satellite and field records
Identity & stand
Block IDB41
Estate · divisionEstate E · Division 1
Planted area42.0 ha
Planted year · age2003 · 23 yr
VarietyDxP Line 7
Palm population5,594 (134/ha)
Water & soil
Rainfall (30 d)201 mm
Rainfall deficit−4% vs normal
Soil moisture0.37 m³/m³
Soil typeInceptisol
Drainagegood
Water statusnormal
Yield & operations
Current yield19.7 t/ha
Forecast yield19.7 t/ha
Target19.7 t/ha
Harvesting interval8 days
NDVI-like score0.71
Disease riskGanoderma 12%
Historical FFB production
Monthly tonnes · 12 m actual 816 t vs budget 827 t (−1.4%)
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 | late |
| 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 |