An assessment of air-quality monitoring station locations based on satellite observations

References

• Andrews, S. Q. 2008. “Inconsistencies in Air Quality Metrics: ‘Blue Sky’ Days and PM10 Concentrations in Beijing.” Environmental Research Letters 3 (3): 034009. doi:10.1088/1748-9326/3/3/034009.
   Web of Science ®Google Scholar
• Benis, K. Z., and E. Fatehifar. 2015. “Optimal Design of Air Quality Monitoring Network around an Oil Refinery Plant: A Holistic Approach.” International Journal of Environmental Science and Technology 12 (4): 1331–1342. doi:10.1007/s13762-014-0723-8.
   Web of Science ®Google Scholar
• Boersma, K. F., D. J. Jacob, E. J. Bucsela, A. E. Perring, R. Dirksen, R. J. Van Der A, R. M. Yantosca, R. J. Park, M. O. Wenig, and T. H. Bertram. 2008. “Validation of OMI Tropospheric NO2 Observations during INTEX-B and Application to Constrain NOx Emissions over the Eastern United States and Mexico.” Atmospheric Environment 42 (19): 4480–4497. doi:10.1016/j.atmosenv.2008.02.004.
   Web of Science ®Google Scholar
• Boersma, K. F., D. J. Jacob, M. Trainic, Y. Rudich, I. DeSmedt, R. Dirksen, and H. J. Eskes. 2009. “Validation of Urban NO2 Concentrations and Their Diurnal and Seasonal Variations Observed from the SCIAMACHY and OMI Sensors Using in Situ Surface Measurements in Israeli Cities.” Atmospheric Chemistry and Physics 9 (12): 3867–3879. doi:10.5194/acp-9-3867-2009.
   Web of Science ®Google Scholar
• Chu, D. A., T. C. Tsai, J. P. Chen, S. C. Chang, Y. J. Jeng, W. L. Chiang, and N. H. Lin. 2013. “Interpreting Aerosol Lidar Profiles to Better Estimate Surface PM2.5 For Columnar AOD Measurements.” Atmospheric Environment 79: 172–187. doi:10.1016/j.atmosenv.2013.06.031.
   Web of Science ®Google Scholar
• Dalenius, T., and J. L. Hodges Jr. 1959. “Minimum Variance Stratification.” Journal of the American Statistical Association 54 (285): 88–101. doi:10.1080/01621459.1959.10501501.
   Web of Science ®Google Scholar
• Duyzer, J., D. van den Hout, P. Zandveld, and S. Van Ratingen. 2015. “Representativeness of Air Quality Monitoring Networks.” Atmospheric Environment 104: 88–101. doi:10.1016/j.atmosenv.2014.12.067.
   Web of Science ®Google Scholar
• Elkamel, A., E. Fatehifar, M. Taheri, M. S. Al-Rashidi, and A. Lohi. 2008. “A Heuristic Optimization Approach for Air Quality Monitoring Network Design with the Simultaneous Consideration of Multiple Pollutants.” Journal of Environmental Management 88 (3): 507–516. doi:10.1016/j.jenvman.2007.03.029.
   PubMed Web of Science ®Google Scholar
• Engel-Cox, J. A., R. M. Hoff, and A. D. J. Haymet. 2004. “Recommendations on the Use of Satellite Remote-Sensing Data for Urban Air Quality.” Journal of the Air & Waste Management Association 54 (11): 1360–1371. doi:10.1080/10473289.2004.10471005.
   Web of Science ®Google Scholar
• Haas, T. C. 1992. “Redesigning Continental-Scale Monitoring Networks.” Atmospheric Environment 26A (18): 3323–3333. doi:10.1016/0960-1686(92)90349-P.
   Web of Science ®Google Scholar
• Henne, S., D. Brunner, D. Folini, S. Solberg, J. Klausen, and B. Buchmann. 2010. “Assessment of Parameters Describing Representativeness of Air Quality In-Situ Measurement Sites.” Atmospheric Chemistry and Physics 10 (8): 3561–3581. doi:10.5194/acp-10-3561-2010.
   Web of Science ®Google Scholar
• Hertel, O., F. A. De Leeuw, S. S. Jensen, D. Gee, O. Herbarth, S. Pryor, F. Palmgren, and E. Olsen. 2001. “Human Exposure to Outdoor Air Pollution (IUPAC Technical Report).” Pure and Applied Chemistry 73 (6): 933–958. doi:10.1351/pac200173060933.
   Web of Science ®Google Scholar
• Kanaroglou, P. S., M. Jerrett, J. Morrison, B. Beckerman, M. A. Arain, N. L. Gilbert, and J. R. Brook. 2005. “Establishing an Air Pollution Monitoring Network for Intra-Urban Population Exposure Assessment: A Location-Allocation Approach.” Atmospheric Environment 39 (13): 2399–2409. doi:10.1016/j.atmosenv.2004.06.049.
   Web of Science ®Google Scholar
• Kyrkilis, G., A. Chaloulakou, and P. A. Kassomenos. 2007. “Development of an Aggregate Air Quality Index for an Urban Mediterranean Agglomeration: Relation to Potential Health Effects.” Environment International 33 (5): 670–676. doi:10.1016/j.envint.2007.01.010.
   PubMed Web of Science ®Google Scholar
• Liang, J., L. W. Horowitz, D. J. Jacob, Y. Wang, A. M. Fiore, J. A. Logan, G. M. Gardner, and J. W. Munger. 1998. “Seasonal Budgets of Reactive Nitrogen Species and Ozone over the United States, and Export Fluxes to the Global Atmosphere.” Journal of Geophysical Research: Atmospheres (1984–2012) 103 (D11): 13435–13450.
   Web of Science ®Google Scholar
• Lin, C., Y. Li, Z. Yuan, A. K. Lau, C. Li, and J. C. Fung. 2015. “Using Satellite Remote Sensing Data to Estimate the High-Resolution Distribution of Ground-Level PM2.5.” Remote Sensing of Environment 156: 117–128. doi:10.1016/j.rse.2014.09.015.
   Web of Science ®Google Scholar
• Lu, W. Z., H. D. He, and L. Y. Dong. 2011. “Performance Assessment of Air Quality Monitoring Networks Using Principal Component Analysis and Cluster Analysis.” Building and Environment 46 (3): 577–583. doi:10.1016/j.buildenv.2010.09.004.
   Web of Science ®Google Scholar
• Maji, K. J., A. K. Dikshit, and A. Deshpande. 2017. “Can Fuzzy Set Theory Bring Complex Issues in Sizing Air Quality Monitoring Network into Focus?” International Journal of System Assurance Engineering and Management 8 (4): 2118–2128.
   Web of Science ®Google Scholar
• Martin, R. V. 2008. “Satellite Remote Sensing of Surface Air Quality.” Atmospheric Environment 42 (34): 7823–7843. doi:10.1016/j.atmosenv.2008.07.018.
   Web of Science ®Google Scholar
• MEPC and GAQSIQ (Ministry of Environmental Protection of the People’s Republic of China, General Administration of Quality Supervision, Inspection and Quarantine of the People’s Republic of China). 2012. Ambient Air Quality Standards. Beijing: China Environmental Science Press.
   Google Scholar
• Mofarrah, A., and T. Husain. 2010. “A Holistic Approach for Optimal Design of Air Quality Monitoring Network Expansion in an Urban Area.” Atmospheric Environment 44 (3): 432–440. doi:10.1016/j.atmosenv.2009.07.045.
   Web of Science ®Google Scholar
• NASA (National Aeronautics and Space Administration). 2012. Ozone Monitoring Instrument (OMI) Data User’s Guide. Washington, DC: NASA.
   Google Scholar
• Pires, J. C. M., S. I. V. Sousa, M. C. Pereira, M. C. M. Alvim-Ferraz, and F. G. Martins. 2008. “Management of Air Quality Monitoring Using Principal Component and Cluster analysis-Part I: SO2 and PM10.” Atmospheric Environment 42 (6): 1249–1260. doi:10.1016/j.atmosenv.2007.10.044.
   Web of Science ®Google Scholar
• Pope, R., and J. Wu. 2014. “A Multi-Objective Assessment of an Air Quality Monitoring Network Using Environmental, Economic, and Social Indicators and GIS-based Models.” Journal of the Air & Waste Management Association 64 (6): 721–737. doi:10.1080/10962247.2014.888378.
   Web of Science ®Google Scholar
• Rohde, R. A., and R. A. Muller. 2015. “Air Pollution in China: Mapping of Concentrations and Sources.” PloS One 10 (8): e0135749. doi:10.1371/journal.pone.0135749.
   PubMed Web of Science ®Google Scholar
• Sarigiannis, D. A., and M. Saisana. 2008. “Multi-Objective Optimization of Air Quality Monitoring.” Environmental Monitoring and Assessment 136 (1–3): 87–99. doi:10.1007/s10661-007-9725-z.
   PubMed Web of Science ®Google Scholar
• Swamee, P. K., and A. Tyagi. 1999. “Formation of an Air Pollution Index.” Journal of the Air & Waste Management Association 49 (1): 88–91. doi:10.1080/10473289.1999.10463776.
   PubMed Web of Science ®Google Scholar
• Tseng, C. C., and N. B. Chang. 2001. “Assessing Relocation Strategies of Urban Air Quality Monitoring Stations by GA-based Compromise Programming.” Environment International 26 (7): 523–541. doi:10.1016/S0160-4120(01)00036-8.
   PubMed Web of Science ®Google Scholar
• Wang, K., H. Zhao, Y. Ding, T. Li, L. Hou, and F. Sun. 2015. “Optimization of Air Pollutant Monitoring Stations with Constraints Using Genetic Algorithm.” Journal of High Speed Networks 21 (2): 141–153. doi:10.3233/JHS-150516.
   Web of Science ®Google Scholar
• Wang, W., T. Yu, P. Ciren, and P. Jiang. 2015. “Assessment of Human Health Impact from PM10 Exposure in China Based on Satellite Observations.” Journal of Applied Remote Sensing 9 (1): 096027. doi:10.1117/1.JRS.9.096027.
   Web of Science ®Google Scholar
• WHO (World Health Organization). 2006. Air Quality Guidelines: Global Update 2005: Particulate Matter, Ozone, Nitrogen Dioxide, and Sulfur Dioxide. Geneva: World Health Organization.
   Google Scholar
• Xin, J., Q. Zhang, L. Wang, C. Gong, Y. Wang, Z. Liu, and W. Gao. 2014. “The Empirical Relationship between the PM2.5 Concentration and Aerosol Optical Depth over the Background of North China from 2009 to 2011.” Atmospheric Research 138: 179–188. doi:10.1016/j.atmosres.2013.11.001.
   Web of Science ®Google Scholar
• Yang, K., N. A. Krotkov, A. J. Krueger, S. A. Carn, P. K. Bhartia, and P. F. Levelt. 2007. “Retrieval of Large Volcanic SO2 Columns from the Aura Ozone Monitoring Instrument: Comparison and Limitations.” Journal of Geophysical Research: Atmospheres 112: D24S43. doi:10.1029/2007JD008825.
   Web of Science ®Google Scholar
• Yu, T., W. Wang, P. Ciren, and Y. Zhu. 2016. “Assessment of Human Health Impact from Exposure to Multiple Air Pollutants in China Based on Satellite Observations.” International Journal of Applied Earth Observation and Geoinformation 52: 542–553. doi:10.1016/j.jag.2016.07.020.
   Web of Science ®Google Scholar
• Zheng, J., X. Feng, P. Liu, L. Zhong, and S. Lai. 2011. “Site Location Optimization of Regional Air Quality Monitoring Network in China: Methodology and Case Study.” Journal of Environmental Monitoring 13 (11): 3185–3195. doi:10.1039/c1em10560d.
   PubMedGoogle Scholar