Healthy
Area33.0 ha
Age14 yr
VarietyPA-Tenera 201
Forecast28.5 t/ha
Gap−1.4%
Harvest round11 d
Bagworm11%
NDVI0.77
Replant rank#37 of 50
AI Yield Prediction
Yield Prediction v4.1 · gradient-boosted trees · retrained monthly
Confidence91%
Predicted FFB
28.5
t/ha · next 12 m
Target
28.9
t/ha · budget
Gap
−1.4%
−0.4 t/ha vs target
Predicted (next 12 m)
28.5
Target
28.9
Actual (last 12 m)
28.6
Feature contribution (SHAP, t/ha)
vs portfolio baselinePalm age / maturity
+1.2
Harvesting interval
−0.5
Disease / pest pressure
−0.1
Soil moisture
+0.1
Vegetation index (NDVI)
−0.1
Fertilizer timing
−0.0
Rainfall deficit (3-mo lag)
0.0
◀ lowers predictionraises ▶
Model features
13 inputs used for this prediction · current values
Palm age14 yr (planted 2012)
Historical yield28.6 t/ha (rolling 12 m)
Rainfall (30 d)224 mm
Rainfall lag (3-mo)+2% vs normal
Temperature27.1 °C mean max
Soil moisture0.32 m³/m³
Fertilizer applicationAll rounds on time
Harvesting interval11 days
Planting density128 palms/ha
Soil characteristicsAlluvial
Pest incidents1 logged (12 m)
Vegetation indexNDVI 0.77
SeasonalityPeak crop (Sep–Nov index 1.17)
AI recommendations
Ranked by expected yield recovery
Why B05 is below plan
Confidence91%Forecast 28.5 vs 28.9 t/ha (−1.4%). 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 IDB05
Estate · divisionEstate A · Division 1
Planted area33.0 ha
Planted year · age2012 · 14 yr
VarietyPA-Tenera 201
Palm population4,201 (128/ha)
Water & soil
Rainfall (30 d)224 mm
Rainfall deficit+2% vs normal
Soil moisture0.32 m³/m³
Soil typeAlluvial
Drainagegood
Water statusnormal
Yield & operations
Current yield28.6 t/ha
Forecast yield28.5 t/ha
Target28.9 t/ha
Harvesting interval11 days
NDVI-like score0.77
Disease riskBagworm 11%
Historical FFB production
Monthly tonnes · 12 m actual 952 t vs budget 954 t (−0.2%)
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 |