Spatiotemporal Analysis of Air Pollution and Its Application in Public Health 1st Edition – Ebook PDF Instant Delivery – ISBN(s): 9780128158227, 9780128165263, 0128158220
Product details:
- ISBN-10 : 0128158220
- ISBN-13 :
- Author: Lixin Li, Xiaolu Zhou, Weitian Tong
Spatiotemporal Analysis of Air Pollution and Its Application in Public Health reviews, in detail, the tools needed to understand the spatial temporal distribution and trends of air pollution in the atmosphere, including how this information can be tied into the diverse amount of public health data available using accurate GIS techniques. By utilizing GIS to monitor, analyze and visualize air pollution problems, it has proven to not only be the most powerful, accurate and flexible way to understand the atmosphere, but also a great way to understand the impact air pollution has in diverse populations.
Table contents:
Chapter 1: Introduction to spatiotemporal variations of ambient air pollutants and related public health impacts
Chapter 2: Statistical analysis for air pollution data
Chapter 3: Case study: Does PM2.5 contribute to the incidence of lung and bronchial cancers in the United States?
Chapter 4: Bayesian hierarchical modeling for the linkages between air pollution and population health
Chapter 5: Machine learning for spatiotemporal big data in air pollution
Chapter 6: Integrate machine learning and geostatistics for high-resolution mapping of ground-level PM2.5 concentrations
Chapter 7: Spatiotemporal interpolation methods for air pollution
Chapter 8: Sensing air quality: Spatiotemporal interpolation and visualization of real-time air pollution data for the contiguous United States
Chapter 9: Assessment methods for air pollution exposure
Chapter 10: Applying LUR model to estimate spatial variation of PM2.5 in the Greater Bay Area, China
Chapter 11: Analysis of exposure to ambient air pollution: Case study of the link between environmental exposure and children’s school performance in Memphis, TN
Chapter 12: Concentrating risk? The geographic concentration of health risk from industrial air toxics across America
Chapter 13: Travel-related exposure to air pollution and its socio-environmental inequalities: Evidence from a week-long GPS-based travel diary dataset
People also search:
what is the analysis of air pollution
analysis of air pollution in india
air pollution significance
bayesian spatiotemporal model
bayesian spatial analysis
spatio-temporal analysis