Healthy
Area42.5 ha
Age14 yr
VarietyDxP Line 7
Forecast29.1 t/ha
Gap+0.7%
Harvest round9 d
Bagworm15%
NDVI0.75
Replant rank#49 of 50
AI Yield Prediction
Yield Prediction v4.1 · gradient-boosted trees · retrained monthly
Confidence90%
Predicted FFB
29.1
t/ha · next 12 m
Target
28.9
t/ha · budget
Gap
+0.7%
+0.2 t/ha vs target
Predicted (next 12 m)
29.1
Target
28.9
Actual (last 12 m)
29.1
Feature contribution (SHAP, t/ha)
vs portfolio baselinePalm age / maturity
+1.2
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
Harvesting interval
0.0
◀ lowers predictionraises ▶
Model features
13 inputs used for this prediction · current values
Palm age14 yr (planted 2012)
Historical yield29.1 t/ha (rolling 12 m)
Rainfall (30 d)235 mm
Rainfall lag (3-mo)+7% vs normal
Temperature27.0 °C mean max
Soil moisture0.33 m³/m³
Fertilizer applicationAll rounds on time
Harvesting interval9 days
Planting density136 palms/ha
Soil characteristicsUltisol (clay loam)
Pest incidents1 logged (12 m)
Vegetation indexNDVI 0.75
SeasonalityPeak crop (Sep–Nov index 1.17)
AI recommendations
Ranked by expected yield recovery
Why B07 is on plan
Confidence90%Forecast 29.1 vs 28.9 t/ha (+0.7%). Largest negative driver: Disease / pest pressure (-0.13 t/ha). No material corrective action required; keep on standard programme.
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 IDB07
Estate · divisionEstate A · Division 2
Planted area42.5 ha
Planted year · age2012 · 14 yr
VarietyDxP Line 7
Palm population5,737 (136/ha)
Water & soil
Rainfall (30 d)235 mm
Rainfall deficit+7% vs normal
Soil moisture0.33 m³/m³
Soil typeUltisol (clay loam)
Drainagegood
Water statusnormal
Yield & operations
Current yield29.1 t/ha
Forecast yield29.1 t/ha
Target28.9 t/ha
Harvesting interval9 days
NDVI-like score0.75
Disease riskBagworm 15%
Historical FFB production
Monthly tonnes · 12 m actual 1,180 t vs budget 1,228 t (−3.9%)
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 |