FloodWatch Ghana

Data: SRTM DEM - CHIRPS v2.0 Rainfall - ESA WorldCover - OSM | GeoBuilders Africa

Layers

Opacity 80%

Flood Risk Score

Low (0) High (1)
Validated — May 18, 2025 Flood Event
Greater Accra Floods · 132mm · 4 deaths · 3,000+ displaced
6 of 7 flooded districts flagged as high risk. Recall 0.86 · F1 0.44.
Rainfall from CHIRPS v2.0 monthly climatology — smooth spatial surface for structural risk. Static structural model — GPM IMERG event-driven dynamic layer planned for v1.1.
View methodology →
FloodWatch Ghana
GeoBuilders Africa - v0.1 - Greater Accra Region

What is this map?

FloodWatch Ghana is an open source flood risk intelligence system for Greater Accra. In its v0.1 "raw" state, it provides a high-resolution, static baseline of structural flood vulnerability. This methodology is optimized for long-term urban planning, infrastructure assessment, and city-wide resilience strategy.

What does the risk score mean?

0.0 - 0.33Low Risk
0.33 - 0.67Moderate Risk
0.67 - 1.0High Risk

The score reflects chronic structural vulnerability - areas that are low-lying, poorly drained, and near water bodies. This static baseline acts as a foundation for long-term planning, identifying where the city's infrastructure is most at risk regardless of individual weather events.

How is the score calculated?

Data layer Source Weight
Elevation (DEM) NASA SRTM 30%
Precipitation CHIRPS v2.0 Monthly Climatology 25%
Terrain slope Derived from SRTM 20%
Land cover ESA WorldCover 2021 15%
Water proximity OpenStreetMap 10%

Validation & Accuracy

FloodWatch v0.1 was validated against the May 18, 2025 Greater Accra flood event (132mm rainfall, 4 deaths, 3,000+ displaced). Quantitative results across all 29 districts:

  • Recall: 0.86 — 6 of 7 flooded districts flagged as high risk
  • F1 Score: 0.44
  • Flooded district mean risk (0.763) correctly exceeds non-flooded (0.721)

Rainfall uses CHIRPS v2.0 monthly climatology — a smooth spatial surface representing chronic rainfall patterns across the region. This is the correct input for a structural vulnerability model. NASA GPM IMERG (actual observed data) is reserved for the v1.1 dynamic event layer where single-event rainfall belongs.

As a static structural model, it identifies chronic vulnerability — areas that are low-lying, poorly drained, and exposed. Event-specific flash flood dynamics (drainage overload, extreme single-day rainfall) are planned for v1.1 as a dynamic risk layer.

How to use

Click any district to see detailed risk statistics. Use the layer controls (top left) to toggle layers and adjust opacity. The map updates monthly as new rainfall data becomes available.

Built by

FloodWatch Ghana is an open source initiative by GeoBuilders Africa, founded by Rachel Atia, a Geospatial Data Engineer based in Accra, Ghana.