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New Method Monitors Urban Pollution at Specific Time and Location

54418 web 300x228 New Method Monitors Urban Pollution at Specific Time and LocationUrban pollution caused by nitrogen oxides can now be predicted for specific locations at particular hours, thanks to recent study done by scientists at the University of Castilla-La Mancha (UCLM).

The researchers developed a geostatistical method that takes into account the space-time factor, something that had not been considered before.

The method, called functional krigging, can be applied not only to urban pollution and contamination, but also to other fields such as house pricing, according to  Jose María Montero Lorenzo, the chief researcher for the study at the UCLM.

Pollution in cities is dependent on various spatial factors such as air currents and city design.  In addition, the concentrations vary according to time of the day. The researchers used data from 27 monitoring stations, and thousands of time instants. To handle the huge dataset, which contains hourly data for a period of 9 years, the team represented the values as a function and used it as an input for the models.

In order to test whether the recent complains about the position of the pollution monitoring equipment from environmental groups are coherent, the team set up an observation network.

Montero explained that although stations should be located at specific places according to city plans, the reality is that the installations are not permitted. He claims that their system overcomes this problem, providing spatial modeling of an entire city.

Despite the huge interest from many international research centers, the system is still not acknowledged by Spanish officials.

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About the author

Mila is a researcher and scientist with a great passion for soils, rocks, plants, water and all environment-related aspects of our surroundings. For the past 10 years, during the course of her educational and professional development, she travelled all over Europe, Africa and Asia, driven by her passion for the environment and urge to seek challenges.


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