Healthy
Area39.7 ha
Age22 yr
VarietyPA-Tenera 201
Forecast20.3 t/ha
Gap−1.9%
Harvest round9 d
Bagworm8%
NDVI0.79
Replant rank#8 of 50
AI Yield Prediction
Yield Prediction v4.1 · gradient-boosted trees · retrained monthly
Confidence90%
Predicted FFB
20.3
t/ha · next 12 m
Target
20.7
t/ha · budget
Gap
−1.9%
−0.4 t/ha vs target
Predicted (next 12 m)
20.3
Target
20.7
Actual (last 12 m)
20.3
Feature contribution (SHAP, t/ha)
vs portfolio baselinePalm age / maturity
−0.8
Vegetation index (NDVI)
−0.1
Soil moisture
+0.1
Disease / pest pressure
−0.1
Fertilizer timing
−0.1
Rainfall deficit (3-mo lag)
0.0
Harvesting interval
0.0
◀ lowers predictionraises ▶
Model features
13 inputs used for this prediction · current values
Palm age22 yr (planted 2004)
Historical yield20.3 t/ha (rolling 12 m)
Rainfall (30 d)205 mm
Rainfall lag (3-mo)+2% vs normal
Temperature27.1 °C mean max
Soil moisture0.33 m³/m³
Fertilizer applicationAll rounds on time
Harvesting interval9 days
Planting density131 palms/ha
Soil characteristicsUltisol (clay loam)
Pest incidents1 logged (12 m)
Vegetation indexNDVI 0.79
SeasonalityPeak crop (Sep–Nov index 1.17)
AI recommendations
Ranked by expected yield recovery
Why B43 is below plan
Confidence90%Forecast 20.3 vs 20.7 t/ha (−1.9%). Largest negative driver: Palm age / maturity (-0.83 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 IDB43
Estate · divisionEstate E · Division 1
Planted area39.7 ha
Planted year · age2004 · 22 yr
VarietyPA-Tenera 201
Palm population5,180 (131/ha)
Water & soil
Rainfall (30 d)205 mm
Rainfall deficit+2% vs normal
Soil moisture0.33 m³/m³
Soil typeUltisol (clay loam)
Drainagegood
Water statusnormal
Yield & operations
Current yield20.3 t/ha
Forecast yield20.3 t/ha
Target20.7 t/ha
Harvesting interval9 days
NDVI-like score0.79
Disease riskBagworm 8%
Historical FFB production
Monthly tonnes · 12 m actual 802 t vs budget 822 t (−2.4%)
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 | 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 |