Historical baseline
Historical Event and Damage Summary
Every recorded flood-related disaster in Bataan — what kind of event it was, who it affected, and what it cost.
Displayed recordsAgriFlood-related events are shown by default to keep this module aligned with the system scope.
Recorded Events
28
Rain-, storm-, typhoon-, monsoon-, and flood-related
Total Recorded Damage
PHP 1.8B
Agriculture + infrastructure + livestock
Highest-Damage Event
922.3M
Typhoon Carina
Affected Individuals
1,248,692
Summed across recorded events
Event patterns
Frequency and Yearly Reach
How often each hazard type occurs and how many people it affects over time
Number of Recorded Events by Type
How many times each type appears in the selected records
Graph details: Number of historical records for each hazard type. Event count and damage severity are separate measures.
Total Affected Individuals per Year
Yearly impact pattern from recorded disaster reports
Graph details: Yearly total of affected individuals recorded in the selected historical reports.
Damage trends
Cost Over Time
Combined and component-level damage recorded each year
Total Disaster Damage per Year
Combined recorded damage in million PHP
Graph details: Yearly sum of reported agriculture, infrastructure, and livestock damage in million PHP.
Damage Components per Year
Agriculture, infrastructure, and livestock in million PHP
Graph details: Agriculture, infrastructure, and livestock damage are displayed as separate yearly components.
Severity breakdown
Where the Biggest Losses Concentrate
Highest-damage events and how damage is distributed across all records
Top 5 Events by Total Damage
Highest recorded combined damage
Damage Distribution
Most events are below PHP 50M; median is 3.2M
Estimated Damage Risk for Recorded Events
Based on the current cumulative data · 28 recorded events
Higher values indicate model-estimated high-damage-risk priority. They do not predict when a disaster will occur or guarantee actual damage.
Detailed records
Dataset Notes and Full Event Log
Statistical context, then every event behind the charts above
View dataset statistics and notes
Mean total damagePHP 65.1M
Median total damagePHP 3.2M
2024 affected total5,892
2024 damage totalPHP 1,034.0M
The mean is much higher than the median because a small number of extreme events, especially Typhoon Carina, account for a large share of recorded damage. This skew is why both values are shown.
Disaster Event Log
Searchable source-derived records with actual damage-risk category
| Year | Event | Type | Affected | Total Damage | Recorded Risk |
|---|---|---|---|---|---|
| 2024 | Typhoon Carina July 20 |
Typhoon | 0 | PHP 922.3M | High Risk |
| 2024 | STS Kristine October 22 |
Severe Tropical Storm | 2,537 | PHP 83.1M | High Risk |
| 2024 | STS Enteng September 1 |
Severe Tropical Storm | 0 | PHP 28.6M | Low/Moderate Risk |
| 2024 | Tcs Nika, Ofel & Pepito November 17 |
Typhoon | 3,355 | PHP 0 | Low/Moderate Risk |
| 2024 | Td Aghon May 24-29 |
Tropical Depression | 0 | PHP 0 | Low/Moderate Risk |
| 2023 | Typhoon Egay July 26 |
Typhoon | 905,954 | PHP 108.3M | High Risk |
| 2023 | Typhoon Falcon August 1 |
Typhoon | 52,373 | PHP 40.7M | High Risk |
| 2023 | Typhoon Goring August 27 |
Typhoon | 48,704 | PHP 4.5M | Low/Moderate Risk |
| 2023 | Tropical Depression Dodong July 16 |
Tropical Depression | 7,724 | PHP 1.7M | Low/Moderate Risk |
| 2023 | Super Typhoon Betty May 26 |
Super Typhoon | 0 | PHP 0 | Low/Moderate Risk |
| 2022 | STS Paeng November 10 |
Severe Tropical Storm | 25,564 | PHP 116.6M | High Risk |
| 2022 | Typhoon Karding September 28 |
Typhoon | 4,159 | PHP 62.6M | High Risk |
| 2022 | STS Florita August 27 |
Severe Tropical Storm | 0 | PHP 4.1M | Low/Moderate Risk |
| 2022 | Typhoon Henry September 6 |
Typhoon | 14,452 | PHP 2.3M | Low/Moderate Risk |
| 2022 | Td Ester July 31 |
Tropical Depression | 32 | PHP 22,000 | Low/Moderate Risk |
| 2021 | Southwest Monsoon August 19 |
Monsoon | 141,961 | PHP 290.3M | High Risk |
| 2021 | STS Maring October 14 |
Severe Tropical Storm | 119 | PHP 28M | Low/Moderate Risk |
| 2021 | Tropical Storm Jolina September 13 |
Tropical Storm | 438 | PHP 16.7M | Low/Moderate Risk |
| 2021 | Tropical Storm Dante June 5 |
Tropical Storm | 144 | PHP 10.8M | Low/Moderate Risk |
| 2021 | Typhoon Kiko September 14 |
Typhoon | 3 | PHP 2M | Low/Moderate Risk |
| 2020 | Typhoon Ulysses November 19 |
Typhoon | 6,438 | PHP 100.1M | High Risk |
| 2020 | Typhoon Ambo May 17 |
Typhoon | 0 | PHP 0 | Low/Moderate Risk |
| 2020 | Typhoon Butchoy June 13 |
Typhoon | 0 | PHP 0 | Low/Moderate Risk |
| 2019 | STS Hanna August 7 |
Severe Tropical Storm | 31,769 | PHP 0 | Low/Moderate Risk |
| 2019 | Southwest Monsoon September 1 |
Monsoon | 0 | PHP 0 | Low/Moderate Risk |
| 2019 | Tropical Storm Falcon July 19 |
Tropical Storm | 100 | PHP 0 | Low/Moderate Risk |
| 2019 | Tropical Storm Jenny August 28 |
Tropical Storm | 0 | PHP 0 | Low/Moderate Risk |
| 2019 | Typhoon Tisoy December 10 |
Typhoon | 2,866 | PHP 0 | Low/Moderate Risk |
Zero values are retained from automated preprocessing and mean no numeric value was recorded in the supplied source field.