Healthy
Area30.6 ha
Age26 yr
VarietyPA-Tenera 201
Forecast15.8 t/ha
Gap−4.2%
Harvest round9 d
Nettle caterpillar27%
NDVI0.76
Replant rank#6 of 50
AI Yield Prediction
Yield Prediction v4.1 · gradient-boosted trees · retrained monthly
Confidence92%
Predicted FFB
15.8
t/ha · next 12 m
Target
16.5
t/ha · budget
Gap
−4.2%
−0.7 t/ha vs target
Predicted (next 12 m)
15.8
Target
16.5
Actual (last 12 m)
15.8
Feature contribution (SHAP, t/ha)
vs portfolio baselinePalm age / maturity
−1.9
Disease / pest pressure
−0.2
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 age26 yr (planted 2000)
Historical yield15.8 t/ha (rolling 12 m)
Rainfall (30 d)215 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 density132 palms/ha
Soil characteristicsUltisol (clay loam)
Pest incidents1 logged (12 m)
Vegetation indexNDVI 0.76
SeasonalityPeak crop (Sep–Nov index 1.17)
AI recommendations
Ranked by expected yield recovery
Why B48 is below plan
Confidence92%Forecast 15.8 vs 16.5 t/ha (−4.2%). Largest negative driver: Palm age / maturity (-1.87 t/ha). Recommended actions below are ranked by expected recovery.
1+0.1 t/ha
Nettle caterpillar census & sanitation
Census and targeted treatment above economic threshold.
Decision support — agronomist validation required
Location & neighbours
Estate E blocks · colour = health status
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Block attributes
Master data, sensors, satellite and field records
Identity & stand
Block IDB48
Estate · divisionEstate E · Division 2
Planted area30.6 ha
Planted year · age2000 · 26 yr
VarietyPA-Tenera 201
Palm population3,985 (132/ha)
Water & soil
Rainfall (30 d)215 mm
Rainfall deficit+7% vs normal
Soil moisture0.33 m³/m³
Soil typeUltisol (clay loam)
Drainagefair
Water statusnormal
Yield & operations
Current yield15.8 t/ha
Forecast yield15.8 t/ha
Target16.5 t/ha
Harvesting interval9 days
NDVI-like score0.76
Disease riskNettle caterpillar 27%
Historical FFB production
Monthly tonnes · 12 m actual 486 t vs budget 505 t (−3.7%)
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 |