Pagova FloodDetection_North East India

FOREWARNED IS FOREARMED.
পেগাৱা / Pagova
© Vikramsood, v.sood@hungrywheels.in

A PROPOSAL FOR
FLOOD PREPAREDNESS
Understanding the Brahmaputra and the annual flooding in Assam.
©
Vikramsood,
v.sood@hungrywheels.in

Till we can
control nature,
let’s control
how we respond
to its ever
changing nature.
©
Vikramsood,

Problem
Statement
Annual FLOODS in the Brahmaputra
Absence of PUBLIC PORTAL
for water flow information
Information GAP is costing lives
©
Vikramsood,

Proposed solution
● Create a unified Web and Mobile
APP.
● Share water flow data with all
District Collectors, NGOs and
Citizens.
● Empower administration,
assistance providers and citizens
to prevent life loss.
KAZIRANGA FORECAST
THIS WEEK
পেগাৱা
/
Pagova
©
Vikramsood,

PAGOVA
PLATFORM
Features
Collate Geo-sensing stations
and Chinese Water Flow data
Measure physical water levels
via IoT stations along the river islands
Interpret via AI based
data algorithms
Generate insights on the water level and raise
possible flood warning well ahead of time
Predictive and Advanced
Visual and textual warnings
by location via APP
©
Vikramsood,

Machine
Learning &
AI Data
Interpretation
•Algorithms remove the noise and validate data
•Tag, annotate and classify the data sets
•Self learning models for new data
•Algorithms to understand classified data
•Combine data from multiple
sources for accurate insights
•Continuously tag/ label the
data to provide accurate alerts
©
Vikramsood,
How PAGOVA Works?

Monitoring
and Alert
broadcasting
center •A NOC to:
○ Generate warnings
○ Coordinate and confirm preventive actions
○ Call center to provide assistance
©
Vikramsood,
How PAGOVA Works?

01. Setup
✔ Select a location
✔ Infrastructure Setup
✔ Setup sensors at key location
✔ Test initial hardware
02. Data Collection
✔ Setup data points
✔ Setup frequency of collection
✔ Backup mechanism
✔ Database / Cloud optimization
03. Analytics
✔ Create Data Structures
✔ Data Tagging
✔ Build AI Model
✔ Define groups and alert mechanism
Project Kickoff
05 MVP Reports
✔ Reports finding
✔ Propose expansion plan
✔ Phase 1 Planning
Test
✔ Actual Data
✔ Business Alerts
✔ SOP 04
03
Build
Analytics
✔ Data Tagging
✔ Business
Logic
✔ Alert Types
02 Data Collection
✔ Define Parameters
✔ Sample Data
Set up
✔ Sensors
✔ Server
✔ Network
01
Flood
Alert
System
MVP
Pilot - Project
04. Test – Pilot Run
✔ Test run for defined period
✔ Create observations
✔ Create standard operating
procedures
✔ Test Alert with live data
05. Phase 1
✔ Generate observation reports
✔ Create action plan
✔ Phase 1 – Expansion plan
✔ Present to authorities
©
Vikramsood,

Pagova FloodDetection_North East India

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