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Case study · Environmental health

Monitoring lead levels in Flint, Michigan

Kriged water lead level (log10 ppb) · Flint, Michigan
Map of Flint, Michigan: an ordinary-kriging surface of water lead level on a 250 m grid inside the city's wards, in five classes from 0.116 to 1.023 (log10 ppb scale), highest in the center and north.
A Vesta Online map of Pierre Goovaerts' Flint water-lead project data.

The question

After Flint returned to the Detroit water supply, residents and officials needed to know whether lead levels were falling, whether sampling represented every neighbourhood fairly, and which homes were most likely to still have hazardous service lines.

The approach

Vesta modeled temporal trends in water lead levels, assessed racial and socio-economic bias in the sampling, and estimated the spatial distribution of lead across the city.

The result

The analysis identified the housing units with the highest probability of having service lines made of hazardous materials, giving replacement programs a ranked list to work from.

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Space-time interpolation, bias assessment and probability maps are included in every plan.

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