The technique can be applied to any region where the problem affects large populations and can also be applied to other pollutants, according to research that appeared in the US journal Science yesterday.
Moreover, the method promises to save officials who track the dangerous chemical time and money.
Arsenic poisoning has been widely documented in Southeast Asian countries such as Bangladesh.
It was first found in China in 1970 and authorities there declared it an endemic disease in 1994.
The predictive model created by researcher Luis Rodriguez-Lado and his team combines the well-screening data with geospatial information on wetness, soil salinity and topography.
The model then takes into account population data and a threshold for arsenic concentration in order to classify areas as high-risk or low-risk.
The researchers emphasized that while the predictive model is more efficient and less costly than screening individual wells, it is not a substitute. Groundwater must still be tested on-location.
Some 19.6 million Chinese people are at risk of consuming arsenic-contaminated groundwater beyond the maximum threshold set by the World Health Organization, the researchers estimate.
Long-term exposure to arsenic can cause skin hyperpigmentation, liver and kidney disorders, and cancer.
Groundwater contamination occurs when arsenic leaches into deep aquifers via sedimentary deposits and volcanic rock far underground, making the water dangerous for consumption.
In addition to arsenic, the researchers believe their model can be applied to detect other pollutants as well.
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