Healthy
Area29.4 ha
Age9 yr
VarietyPA-Tenera 305
Forecast29.5 t/ha
Gap+2.1%
Harvest round9 d
Ganoderma17%
NDVI0.74
Replant rank#47 of 50
AI Yield Prediction
Yield Prediction v4.1 · gradient-boosted trees · retrained monthly
Confidence91%
Predicted FFB
29.5
t/ha · next 12 m
Target
28.9
t/ha · budget
Gap
+2.1%
+0.6 t/ha vs target
Predicted (next 12 m)
29.5
Target
28.9
Actual (last 12 m)
29.4
Feature contribution (SHAP, t/ha)
vs portfolio baselinePalm age / maturity
+1.2
Fertilizer timing
+0.2
Vegetation index (NDVI)
+0.2
Disease / pest pressure
−0.1
Soil moisture
+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 age9 yr (planted 2017)
Historical yield29.4 t/ha (rolling 12 m)
Rainfall (30 d)205 mm
Rainfall lag (3-mo)+2% vs normal
Temperature27.1 °C mean max
Soil moisture0.34 m³/m³
Fertilizer applicationAll rounds on time
Harvesting interval9 days
Planting density135 palms/ha
Soil characteristicsAlluvial
Pest incidents1 logged (12 m)
Vegetation indexNDVI 0.74
SeasonalityPeak crop (Sep–Nov index 1.17)
AI recommendations
Ranked by expected yield recovery
Why B19 is on plan
Confidence91%Forecast 29.5 vs 28.9 t/ha (+2.1%). Largest negative driver: Disease / pest pressure (-0.15 t/ha). No material corrective action required; keep on standard programme.
Decision support — agronomist validation required
Location & neighbours
Estate B blocks · colour = health status
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Block attributes
Master data, sensors, satellite and field records
Identity & stand
Block IDB19
Estate · divisionEstate B · Division 2
Planted area29.4 ha
Planted year · age2017 · 9 yr
VarietyPA-Tenera 305
Palm population3,935 (135/ha)
Water & soil
Rainfall (30 d)205 mm
Rainfall deficit+2% vs normal
Soil moisture0.34 m³/m³
Soil typeAlluvial
Drainagegood
Water statusnormal
Yield & operations
Current yield29.4 t/ha
Forecast yield29.5 t/ha
Target28.9 t/ha
Harvesting interval9 days
NDVI-like score0.74
Disease riskGanoderma 17%
Historical FFB production
Monthly tonnes · 12 m actual 839 t vs budget 850 t (−1.3%)
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 |