Healthy
Area33.2 ha
Age19 yr
VarietyPA-Tenera 305
Forecast22.9 t/ha
Gap−4.2%
Harvest round10 d
Rat damage25%
NDVI0.75
Replant rank#13 of 50
AI Yield Prediction
Yield Prediction v4.1 · gradient-boosted trees · retrained monthly
Confidence93%
Predicted FFB
22.9
t/ha · next 12 m
Target
23.9
t/ha · budget
Gap
−4.2%
−1.0 t/ha vs target
Predicted (next 12 m)
22.9
Target
23.9
Actual (last 12 m)
23.0
Feature contribution (SHAP, t/ha)
vs portfolio baselineHarvesting interval
−0.3
Disease / pest pressure
−0.2
Vegetation index (NDVI)
+0.1
Palm age / maturity
−0.0
Soil moisture
−0.0
Fertilizer timing
+0.0
Rainfall deficit (3-mo lag)
0.0
◀ lowers predictionraises ▶
Model features
13 inputs used for this prediction · current values
Palm age19 yr (planted 2007)
Historical yield23.0 t/ha (rolling 12 m)
Rainfall (30 d)225 mm
Rainfall lag (3-mo)+5% vs normal
Temperature27.1 °C mean max
Soil moisture0.29 m³/m³
Fertilizer applicationAll rounds on time
Harvesting interval10 days
Planting density128 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 B18 is below plan
Confidence93%Forecast 22.9 vs 23.9 t/ha (−4.2%). 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
Rat damage census & sanitation
Census and targeted treatment above economic threshold.
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 IDB18
Estate · divisionEstate B · Division 2
Planted area33.2 ha
Planted year · age2007 · 19 yr
VarietyPA-Tenera 305
Palm population4,196 (128/ha)
Water & soil
Rainfall (30 d)225 mm
Rainfall deficit+5% vs normal
Soil moisture0.29 m³/m³
Soil typeUltisol (clay loam)
Drainagegood
Water statusnormal
Yield & operations
Current yield23.0 t/ha
Forecast yield22.9 t/ha
Target23.9 t/ha
Harvesting interval10 days
NDVI-like score0.75
Disease riskRat damage 25%
Historical FFB production
Monthly tonnes · 12 m actual 778 t vs budget 793 t (−2.0%)
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 |