Healthy
Area42.4 ha
Age18 yr
VarietyDxP Line 7
Forecast25.8 t/ha
Gap+3.6%
Harvest round8 d
Ganoderma23%
NDVI0.73
Replant rank#17 of 50
AI Yield Prediction
Yield Prediction v4.1 · gradient-boosted trees · retrained monthly
Confidence90%
Predicted FFB
25.8
t/ha · next 12 m
Target
24.9
t/ha · budget
Gap
+3.6%
+0.9 t/ha vs target
Predicted (next 12 m)
25.8
Target
24.9
Actual (last 12 m)
25.7
Feature contribution (SHAP, t/ha)
vs portfolio baselineHarvesting interval
+0.3
Palm age / maturity
+0.2
Disease / pest pressure
−0.2
Vegetation index (NDVI)
+0.2
Soil moisture
+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 age18 yr (planted 2008)
Historical yield25.7 t/ha (rolling 12 m)
Rainfall (30 d)220 mm
Rainfall lag (3-mo)+5% vs normal
Temperature27.1 °C mean max
Soil moisture0.33 m³/m³
Fertilizer application1 round(s) late
Harvesting interval8 days
Planting density133 palms/ha
Soil characteristicsAlluvial
Pest incidents1 logged (12 m)
Vegetation indexNDVI 0.73
SeasonalityPeak crop (Sep–Nov index 1.17)
AI recommendations
Ranked by expected yield recovery
Why B09 is on plan
Confidence90%Forecast 25.8 vs 24.9 t/ha (+3.6%). Largest negative driver: Disease / pest pressure (-0.20 t/ha). Recommended actions below are ranked by expected recovery.
1+0.1 t/ha
Ganoderma census & sanitation
Field census within 7 days; isolate trenching and sanitation of infected palms; soil mounding.
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 IDB09
Estate · divisionEstate A · Division 2
Planted area42.4 ha
Planted year · age2008 · 18 yr
VarietyDxP Line 7
Palm population5,574 (133/ha)
Water & soil
Rainfall (30 d)220 mm
Rainfall deficit+5% vs normal
Soil moisture0.33 m³/m³
Soil typeAlluvial
Drainagegood
Water statusnormal
Yield & operations
Current yield25.7 t/ha
Forecast yield25.8 t/ha
Target24.9 t/ha
Harvesting interval8 days
NDVI-like score0.73
Disease riskGanoderma 23%
Historical FFB production
Monthly tonnes · 12 m actual 1,074 t vs budget 1,056 t (+1.8%)
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 |