Healthy
Area26.2 ha
Age16 yr
VarietyPA-Tenera 201
Forecast27.3 t/ha
Gap+1.1%
Harvest round8 d
Bagworm27%
NDVI0.74
Replant rank#40 of 50
AI Yield Prediction
Yield Prediction v4.1 · gradient-boosted trees · retrained monthly
Confidence94%
Predicted FFB
27.3
t/ha · next 12 m
Target
27.0
t/ha · budget
Gap
+1.1%
+0.3 t/ha vs target
Predicted (next 12 m)
27.3
Target
27.0
Actual (last 12 m)
27.3
Feature contribution (SHAP, t/ha)
vs portfolio baselinePalm age / maturity
+0.8
Harvesting interval
+0.3
Disease / pest pressure
−0.2
Rainfall deficit (3-mo lag)
−0.1
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 age16 yr (planted 2010)
Historical yield27.3 t/ha (rolling 12 m)
Rainfall (30 d)204 mm
Rainfall lag (3-mo)−4% vs normal
Temperature27.3 °C mean max
Soil moisture0.29 m³/m³
Fertilizer applicationAll rounds on time
Harvesting interval8 days
Planting density139 palms/ha
Soil characteristicsUltisol (clay loam)
Pest incidents1 logged (12 m)
Vegetation indexNDVI 0.74
SeasonalityPeak crop (Sep–Nov index 1.17)
AI recommendations
Ranked by expected yield recovery
Why B47 is on plan
Confidence94%Forecast 27.3 vs 27.0 t/ha (+1.1%). Largest negative driver: Disease / pest pressure (-0.24 t/ha). Recommended actions below are ranked by expected recovery.
1+0.1 t/ha
Bagworm census & sanitation
Census and targeted treatment above economic threshold.
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 IDB47
Estate · divisionEstate E · Division 2
Planted area26.2 ha
Planted year · age2010 · 16 yr
VarietyPA-Tenera 201
Palm population3,593 (139/ha)
Water & soil
Rainfall (30 d)204 mm
Rainfall deficit−4% vs normal
Soil moisture0.29 m³/m³
Soil typeUltisol (clay loam)
Drainagegood
Water statusnormal
Yield & operations
Current yield27.3 t/ha
Forecast yield27.3 t/ha
Target27.0 t/ha
Harvesting interval8 days
NDVI-like score0.74
Disease riskBagworm 27%
Historical FFB production
Monthly tonnes · 12 m actual 704 t vs budget 708 t (−0.5%)
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 |