Migration Monitor
Proprietary forecast of flood-driven population change across U.S. census blocks
Overview
AlphaGeo’s Climate Migration Forecast estimates how flood risk changes future population trajectories across U.S. census blocks. It separates baseline demographic change from flood-driven displacement, so users can identify where flooding is likely to accelerate out-migration or slow future growth.
This product turns flood exposure into a forward-looking demographic signal. It helps users understand not just where flood risk exists, but where that risk may begin to reshape local demand, market momentum, and community stability.
Our approach
Most population forecasts capture demographic change, but not the incremental effect of climate hazard. The Climate Migration Forecast addresses that gap by isolating the portion of future population change associated specifically with flood exposure.
This creates two distinct views: baseline population change under standard demographic assumptions, and climate-adjusted population change after accounting for flood risk. The result is a clearer signal for site selection, market screening, and long-term demand analysis.
Product features
Geographic coverage: United States
Spatial unit: Census block
Hazard coverage: Flood inundation
Forecast horizon: 2020 to 2050
Scenario baseline: SSP2 population projections
Core outputs
The dataset includes four core outputs:
Baseline future change — expected population change without flooding
Projected population — climate-adjusted future population estimate
Projected future change — annualized change based on the climate-adjusted forecast
Climate consequence — the additional population change attributable to flood risk
These outputs let users compare natural demographic momentum with the incremental effect of flooding.
Interpreting the forecast
The key field is climate consequence.
Negative values mean flood risk is pushing population outcomes downward.
Values near zero mean baseline demographic trends dominate.
Positive values mean the area still grows despite flood risk.
A positive value does not mean the location is low risk. It means growth pressure still outweighs the flood-related drag in the model.
Use cases
Site selection and market screening
Portfolio strategy and market prioritization
Market demand analysis
Public-sector planning and resilience investment
See next: Methodology
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