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Because many monitoring stations were in service for only part of the reporting time period, we included only monitoring stations with ≥ 50% of possible complete samples in a month.
In situations where many monitoring stations exist, kriging methods are often preferred to other interpolation methods because they are fairly accurate in a variety of situations and avoid the artifacts that often result from the use of inverse distance weighted, spline, or global/local polynomials (Jerrett et al. 2005a; Ritz et al. 2000; Waller and Gotway, 2004).
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The company says it can offer these new features thanks to improvements in how many ground monitoring stations it can tap into, new satellites added to the constellation, and software upgrades beamed to its existing fleet of satellites up in orbit.
Many monitoring programs, such as bird banding stations, would benefit from improvements in their sampling designs.
Many populated areas are far from ground monitoring stations, and while satellite data can provide useful information on large spatial scales, these measurements may not reflect the air quality experienced by residents.
Starting with New York City, many of the Environmental Protection Agency's 3,000 air-quality monitoring stations will be adapted to register unusual quantities of a wide range of pathogens that incapacitate and kill.
But they cannot be certain how many other counties may fail because the network of monitoring stations has been cut back.
In addition to the benefits of direct communication and monitoring, many of the vigías have a vital role in maintaining monitoring stations around the large volcano, without which the scientists' capabilities would be severely reduced.
However, many studies in this field use air pollutant data from fixed monitoring stations.
Good correlations between predictions and measurements (r > 0.8) were demonstrated for many of the PM2.5 and UF species at most of the monitoring stations, particularly for the monthly, seasonal, and annual averages.
Other studies have found significant increases in indoor and in-vehicle concentrations of many pollutants, including fine particles, compared to measurements taken at nearby outdoor monitoring stations.
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