Measuring the Impact of Urban Street Trees on Air Quality and Respiratory Illness
نویسندگان
چکیده
New streams of data enable us to associate physical objects with rich multi-dimensional data on the urban environment. This study presents how open data integration can contribute to deeper insights into urban ecology. We analyze street trees in New York City (NYC) with cross-domain data integration methods by combining crowd-sourced tree census data which includes geolocation, species, size, and condition of each street tree with pollen activity and allergen severity, neighborhood demographics, and spatial-temporal data on tree condition from NYC 311 complaints. We further integrate historical data on neighborhood asthma hospitalization rates by Zip Code and in-situ air quality monitoring data (PM 2.5) to investigate how street trees impact local air quality and the prevalence of respiratory illnesses. The results indicate although the number of trees contributes to better air quality, species with severe allergens may increase local asthma hospitalization rates in vulnerable populations.
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ورودعنوان ژورنال:
- CoRR
دوره abs/1710.11046 شماره
صفحات -
تاریخ انتشار 2017