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Taking (1), (p_i) and (q_i), a spatial estimation of the market represented by the TSS is calculated and spatialized, as shown in Fig. 5.
Because daily measures of ambient PM concentrations from the AQS are unavailable in the large majority of locations, spatial estimation methods using geographic information systems (GIS) are increasingly being considered to estimate geocoded location-specific ambient PM concentrations, such as kriging methods.
Figure 2 Spatial estimation results by 10 Monte-Carlo trials.
In[13], a distributed algorithm is presented for spatial estimation using the Kriged Kalman filter.
We demonstrate the cost-effectiveness of the hybrid design for spatial estimation of net soil redistribution.
Further, Dwyer (2011) conducted a spatial estimation of herbaceous biomass using remote sensing in southern African savannas with great detail and success.
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Spatial estimations are increasingly used to estimate geocoded ambient particulate matter (PM) concentrations in epidemiologic studies because measures of daily PM concentrations are unavailable in most U.S. locations.
Potential benefits of this model for health effects research include improved spatial estimations of traffic-related pollutant exposure and reduced need for extensive pollutant measurements.
The spatial estimations outlined are in good accordance with statistical detailed estimations based on the same data but on another mapping technique [18] on the one hand and with rough estimations techniques on the other hand which, in contrast, did allow neither for spatial differentiation nor for mapping.
NO2 spatial estimations were adjusted to correspond to relevant pregnancy periods (whole pregnancy and trimesters) for each woman.
In addition, in order to take into account temporal variations in exposure, we used daily information from seven stations of the monitoring network within 5 km or less of the study area to adjust NO2 spatial estimations to correspond with the pregnancy period for each woman.
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