Dashboard Overview
ML-Based Flood Risk Analytics for Bataan Agriculture
Bataan Province, PH
Sun, 06 Sep 2026
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Dashboard Data Filters
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FloodLocation risk and ranking
Data filters217 matching records
Reset Choose a municipality to select a barangay.
PrecipitationRainfall cards and annual series
Data filters4,018 matching records
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DisasterDamage cards, event graph, and table
Data filters30 matching records
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CropsCrop KPI and harvested-area trend
Data filters22 matching records
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Flood-Prone Locations
67
of 217 unique locations
Historical / All Recorded Years
2024 Recorded Damage
PHP 1,034M
AgriFlood-related historical events
+566% vs previous year
2025 Precipitation
3,302
mm/year | Supporting rainfall data
Latest dataset year
Palay Area Change
-19.4%
2015 to 2025 | Supporting crop data
31,835 to 25,673 ha
Recorded Rainfall and Agricultural Damage by Year
Supporting rainfall data beside AgriFlood-related historical damage | separate datasets
Flood Susceptibility Distribution
Unique locations in each current category · Historical / All Recorded Years
Top Flood-Prone Municipalities
Flood-prone unique locations out of total unique locations
Dinalupihan
15/46
City Of Balanga
14/24
Samal
9/14
Orani
8/23
Hermosa
6/15
Bagac
5/14
AgriFlood-Related Events by Type
28 historical records in the primary scope
Crop Area Trends
Supporting Palay and Corn area data | 2015-2025 (ha)
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