Space-time mapping of ground-level PM2.5 and NO2 concentrations in heavily polluted northern China during winter using the Bayesian maximum entropy technique with satellite data

Author:

Jiang Qutu,Christakos George

Funder

the National Science Foundation of China

Publisher

Springer Science and Business Media LLC

Subject

Health, Toxicology and Mutagenesis,Management, Monitoring, Policy and Law,Atmospheric Science,Pollution

Reference37 articles.

1. Apte JS, Marshall JD, Cohen AJ, Brauer M (2015) Addressing global mortality from ambient PM2.5. Environ Sci Technol 49:8057–8066

2. Bechle MJ, Millet DB, Marshall JD (2015) National spatiotemporal exposure surface for NO2: monthly scaling of a satellite-derived land-use regression, 2000–2010. Environ Sci Technol 49:12297–12305

3. Center for International Earth Science Information Network - CIESIN - Columbia University (2015) Gridded population of the world, version 4 (gpwv4): population count. NASA Socioeconomic Data and Applications Center (SEDAC), Palisades

4. Christakos G (1990) A Bayesian maximum-entropy view to the spatial estimation problem. Math Geol 22:763–777

5. Christakos G (1992) Random field models in earth sciences. Academic Press, San Diego. New Edition (2005), Dover Publ. Inc., Mineola, NY

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