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To estimate air pollutant exposures, the researchers mapped the residential history of each child against air pollution data obtained from regulatory monitoring, land use regression modeling, and proximity to stationary pollution sources and to roads.
Air pollution exposure for each subject based on their residential address history was estimated using regulatory monitoring data, land use regression (LUR) modeling, and proximity to stationary pollution sources, with full details described elsewhere (Brauer et al. 2008a, 2008b; Henderson et al. 2007; Larson et al. 2007; Marshall et al. 2008).
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The accuracy and effectiveness of identification depend generally on the complexity of model, number of model parameters and proximity of initial values of the parameters.
Refinements in exposure indices; the use of dispersion modeling and advanced proximity analysis; the application of neighborhood-scale analysis; and the consideration of other factors such as zoning and planning policies will enable more conclusive findings.
Complementary metrics capturing different aspects of air pollution were used (measurements from ambient monitoring stations, predictions from land use regression models and from a Gaussian dispersion model, traffic density, and proximity to roads).
It also emphasized on the need of better language models that could capture context and proximity.
In summary, our proposal for data visualization is able to incorporate the result of two other data analysis approaches: clustering and proximity graph modelling.
TAAR10a is a clade I TAAR and homology modeling indicated proximity of the serotonin amino group to Asp1173.32.
Huanca embedded sound works inside the sculptures and created a "standalone totem-like sculpture," all of which respond to the movements and proximity of the models and visitors by emitting varying bass tones that affect the body.
They are capable of modeling proximity and orientations.
When each of these factors was incorporated as a continuous variable into a multivariate statistical model, increased proximity and transmitter visibility were each associated with statistically significant increases in interior house average RF power densities (both p < 0.01), whereas elevation was not (p = 0.10).
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