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The latter is important because using the monitoring data alone resulted in too much predictive uncertainty.
This latter technique has been shown to improve the spatial discrimination in air pollution concentrations compared with using central site monitoring data alone (Pouliou et al. 2008).
True ambient concentration distributions may be below the 10−6 level of concern, but this conclusion cannot be determined with confidence using the monitoring data alone.
Because exposure to mobile emissions can be variable across short distances and depends on personal activity patterns, assessing such exposures requires methods that go beyond the use of government monitoring data alone.
Because exposure to mobile emissions can vary across short distances and depends on personal activity patterns, assessing such exposures requires methods that go beyond the use of government monitoring data alone.
The project uses models that incorporate both ambient measurements and satellite data to produce estimates of ambient concentrations expected to be more accurate than monitoring data alone (CDC 2004c).
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Taken together, the data show that the combination of PRO and monitor data resulted in better measurement properties than either PRO or monitor data alone.
The estimates derived from concentration surfaces that incorporate AOD had a similar model fit and estimate of risk as compared to those derived from combining monitor and CMAQ data alone.
Therefore, traditional exposure assessment based on monitoring and hospital admissions data alone would not provide us with enough information to assess the true risk.
The identification of landscape-scale drivers of regional water quality is a useful way to supplement satellite-based remote monitoring programs relying on spectral data alone.
(Patients were censored at insulin initiation because of inherent challenges with using claims data alone to monitor changes in insulin dosing).
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