Generated AutoML Files
Models, graphs, predictions, and reports from official historical and production data
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Completed real imports will automatically populate this library.
Location Risk Summary
Municipal and barangay flood-susceptibility screening for prioritization and field verification.
Historical Impact Summary
28 AgriFlood-related events are highlighted, while all 30 source events remain downloadable.
Agricultural Planning Context
Historical crop area and production records support planning; field location and current advisories must still be verified.
Available Reports & Downloads
Auto-generated from latest ML analysis — real dataset exports
Barangay-Level Flood Risk Classifications (217 barangays)
Gradient Boosting · Official cumulative barangay classification and screening probability
Annual Precipitation Summary 2015–2025
Current historical precipitation dataset · Total, mean, max daily, rainy days per year
Crop Area Harvested · 2015–2025 (22 records)
Historical Bataan Palay and Corn records · Source: Harvested.xlsx
Crop Production · 2015–2025 (22 records)
Historical Bataan Palay and Corn records · Source: Productions.xlsx
Crop Production Forecast (10 projections)
Model-generated conditional production projections from the active Crop dataset
Complete Disaster Event Log
All 30 events · Current supplied disaster dataset · Bataan Province
Municipal Flood Screening Ranking & Priority Actions
For LGUs, PDRRMO–Bataan, DA–Region III coordination · All 12 municipalities
Lower-Priority Flood Screening Areas
No flood-prone barangays in the current supplied dataset; field verification is still required
Current Screening Result
| Municipality | Low-Risk Brgy | Total Brgy | Suitability |
|---|---|---|---|
| Limay | 12 | 12 | Verify in field |
| Morong | 5 | 5 | Verify in field |
Adaptive Farming Strategies
Limay and Morong have zero flood-prone barangays in the supplied susceptibility dataset and can be prioritized for field verification of lower-risk zones.
Pilar, Mariveles, and Orion have comparatively lower flood-prone shares, but barangay-level conditions must still be reviewed.
Do not relocate crop programs using model output alone; confirm land suitability, irrigation access, elevation, and current field conditions.
Coordinate any subsidy or preparedness targeting with DA Region III, LGUs, and PDRRMO using the latest uploaded records.
Refresh rankings whenever updated susceptibility, rainfall, or agricultural records are uploaded.