An approach is provided for mapping geo-referenced environmental factors and generating navigation routes. The approach, for example, involves receiving environmental quality data and determining from that data geo-referenced environmental factors over a geographic and/or three-dimensional region. The determined geo-referenced environmental factors can be based on real-time data, historical data, or a combination thereof. The approach also involves generating a map data layer of a geographic database based on the geo-referenced environmental factors.
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