D
DigiTALINO
Post-Disaster Assessment

Flash Flood Event โ€” March 15, 2026

Automated report generated by DigiTALINO DRRM Module

Disaster Summary

Event Type
Flash Flood
Date & Duration
March 15, 2026, 13:00โ€“18:00
~5 hours
Affected Barangays
4 of 12
Citizen Reports
47
43 classified (91.5%)
Unclassified
4 (routed to manual review)
SMS Alerts Dispatched
3 rounds to 4,200+ residents
Sensor Triggers
2 of 4 sensors breached threshold

Barangay Risk Scores

Updated risk assessment based on aggregated event data

RankBarangayRisk ScoreSensor AlertsCitizen ReportsDominant HazardHouseholdsAid Priority
1Brgy. Riverside
92 / 100
2 (both breached)18Flash Flood1,240๐Ÿ”ด Critical
2Brgy. Bagong Silang
78 / 100
1 (elevated)12Flash Flood890๐Ÿ”ด Critical
3Brgy. Hilltop
61 / 100
08Landslide340๐ŸŸ  High
4Brgy. Poblacion
45 / 100
1 (normal range)5Flooding (minor)210๐ŸŸก Moderate
5Brgy. Centro
12 / 100
02None significant45๐ŸŸข Low

Risk scores are computed from sensor threshold breaches (30%), citizen report density and urgency (40%), and historical flood incidence data (30%). Scores update automatically after each disaster event.

Aid Delivery Prioritization

Recommended order for relief distribution based on computed risk scores

1.๐Ÿ”ด CriticalBrgy. Riverside
1,240 households

Recommended: Immediate evacuation support + relief goods

2.๐Ÿ”ด CriticalBrgy. Bagong Silang
890 households

Recommended: Relief goods + temporary shelter

3.๐ŸŸ  HighBrgy. Hilltop
340 households

Recommended: Structural assessment + standby evacuation

4.๐ŸŸก ModerateBrgy. Poblacion
210 households

Recommended: Monitoring, no immediate intervention

This prioritization replaces the previous manual assessment process, where aid distribution relied on verbal reports and delayed field surveys. With DigiTALINO, the DRRMO can begin dispatching aid within minutes of an event's conclusion.

Recommendations for Next Event

System-generated recommendations based on post-event analysis

1

Deploy additional IoT sensor at Brgy. Bagong Silang โ€” high citizen report density but no sensor coverage

2

Update SMS alert contact list for Brgy. Riverside โ€” 12% of registered numbers returned undeliverable

3

Conduct pre-positioned relief stocking at Brgy. Riverside and Brgy. Bagong Silang based on updated risk scores

4

Schedule community drill for Brgy. Hilltop โ€” landslide risk newly identified through citizen reports

Data Sources Summary

IoT Sensor Data
4 sensors, 5-minute polling intervals over 5 hours = ~240 readings per sensor
Citizen SMS Reports
47 messages processed through NLP pipeline
Historical Records
3 previous flood events (2023, 2024, 2025) used for baseline scoring
eGovPH Citizen Registry
Household counts per barangay pulled from MDM
Report generated automatically by DigiTALINO DRRM Module ยท CSCI_67 โ€” IM Summit 2026 Demo