Watch
Area32.2 ha
Age9 yr
VarietyPA-Tenera 305
Forecast28.7 t/ha
Gap−0.7%
Harvest round10 d
Bagworm9%
NDVI0.72
Replant rank#43 of 50
AI Yield Prediction
Yield Prediction v4.1 · gradient-boosted trees · retrained monthly
Confidence91%
Predicted FFB
28.7
t/ha · next 12 m
Target
28.9
t/ha · budget
Gap
−0.7%
−0.2 t/ha vs target
Predicted (next 12 m)
28.7
Target
28.9
Actual (last 12 m)
28.8
Feature contribution (SHAP, t/ha)
vs portfolio baselinePalm age / maturity
+1.2
Harvesting interval
−0.3
Rainfall deficit (3-mo lag)
−0.2
Vegetation index (NDVI)
+0.1
Disease / pest pressure
−0.1
Fertilizer timing
+0.1
Soil moisture
−0.0
◀ lowers predictionraises ▶
Model features
13 inputs used for this prediction · current values
Palm age9 yr (planted 2017)
Historical yield28.8 t/ha (rolling 12 m)
Rainfall (30 d)190 mm
Rainfall lag (3-mo)−7% vs normal
Temperature27.4 °C mean max
Soil moisture0.29 m³/m³
Fertilizer applicationAll rounds on time
Harvesting interval10 days
Planting density137 palms/ha
Soil characteristicsInceptisol
Pest incidents1 logged (12 m)
Vegetation indexNDVI 0.72
SeasonalityPeak crop (Sep–Nov index 1.17)
AI recommendations
Ranked by expected yield recovery
Why B11 is below plan
Confidence91%Forecast 28.7 vs 28.9 t/ha (−0.7%). Largest negative driver: Harvesting interval (-0.25 t/ha). Recommended actions below are ranked by expected recovery.
1+0.2 t/ha
Restore 10-day harvest round
Current 10-day round increases loose fruit and overripe bunches; add 1 harvesting gang.
2+0.1 t/ha
Moisture conservation
Spread EFB mulch (40 t/ha) in inter-rows; prioritise K to support drought tolerance.
Decision support — agronomist validation required
Location & neighbours
Estate B blocks · colour = health status
Loading map…
Block attributes
Master data, sensors, satellite and field records
Identity & stand
Block IDB11
Estate · divisionEstate B · Division 1
Planted area32.2 ha
Planted year · age2017 · 9 yr
VarietyPA-Tenera 305
Palm population4,392 (137/ha)
Water & soil
Rainfall (30 d)190 mm
Rainfall deficit−7% vs normal
Soil moisture0.29 m³/m³
Soil typeInceptisol
Drainagegood
Water statusnormal
Yield & operations
Current yield28.8 t/ha
Forecast yield28.7 t/ha
Target28.9 t/ha
Harvesting interval10 days
NDVI-like score0.72
Disease riskBagworm 9%
Historical FFB production
Monthly tonnes · 12 m actual 917 t vs budget 931 t (−1.5%)
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 |