Dashboard Overview
ML-Based Flood Susceptibility Assessment for Bataan Agriculture
Bataan Province, PH
Thu, 22 Oct 2026
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FloodLocation risk and ranking
Flood filters
Town, barangay, year, or susceptibility level.
Show me…217 matching records
↺ Show everything Pick a town first, then you can pick a barangay.
PrecipitationRainfall cards and annual series
Precipitation filters
Town, year, or month.
Show me…4,018 matching records
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DisasterDamage cards, event graph, and table
Disaster filters
Town, year, disaster type, or severity.
Show me…30 matching records
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CropsCrop KPI and harvested-area trend
Crop filters
Crop, town, or year.
Show me…22 matching records
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Flood-Prone Locations
67
of 217 unique locations
Historical / All Recorded Years
Highest: Dinalupihan (15)
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2024 Recorded Damage
PHP 1,034M
AgriFlood-related historical events
+566% vs previous year
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2025 Precipitation
3,302
mm/year
Latest dataset year
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Palay Area Change
-19.4%
2015 to 2025
31,835 to 25,673 ha
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Recorded Rainfall and Agricultural Damage by Year
Supporting rainfall data beside AgriFlood-related historical damage | separate datasets
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Flood Susceptibility Distribution
Unique locations in each current category · Historical / All Recorded Years
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Municipalities with the Most Flood-Prone Locations
Top 5 by distinct Municipality + Barangay locations in the active Flood scope
Dinalupihan
15/46
City Of Balanga
14/24
Samal
9/14
Orani
8/23
Hermosa
6/15
AgriFlood-Related Events by Type
28 historical records in the primary scope
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Crop Area Trends
Supporting Palay and Corn area data | 2015-2025 (ha)
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Highest-Impact AgriFlood-Related Events
Historical records ranked by total reported damage
YearEventTypeAffected IndividualsTotal DamageRecorded Risk
2024 Typhoon Carina Typhoon 0 PHP 922.3M High Risk
2021 Southwest Monsoon Monsoon 141,961 PHP 290.3M High Risk
2022 STS Paeng Severe Tropical Storm 25,564 PHP 116.6M High Risk
2023 Typhoon Egay Typhoon 905,954 PHP 108.3M High Risk
2020 Typhoon Ulysses Typhoon 6,438 PHP 100.1M High Risk
2024 STS Kristine Severe Tropical Storm 2,537 PHP 83.1M High Risk
2022 Typhoon Karding Typhoon 4,159 PHP 62.6M High Risk
2023 Typhoon Falcon Typhoon 52,373 PHP 40.7M High Risk