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2019 | OriginalPaper | Chapter

1. Introduction

Authors : Mikalai Filonchyk, Haowen Yan

Published in: Urban Air Pollution Monitoring by Ground-Based Stations and Satellite Data

Publisher: Springer International Publishing

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Abstract

Particulate matter (PM) is a widespread air pollutant, comprising a mixture of aerosols and liquid particles of the air in a suspended state. The indicators, commonly used to characterize the PM and relevant to health, include the mass concentration of particles with a diameter of less than 10 μm (PM10) and less than 2.5 μm (PM2.5) (Pope and Dockery 2006; Shiraiwa et al. 2012). PM2.5, often called as fine suspended particles, also includes ultrafine particles with a diameter of less than 0.1 μm (Mcmurry et al. 2004; US EPA 2010; Fann and Risley 2013). Table 1.1 shows this size categorization concept. The PM with a diameter from 0.1 to 1 μm can exist in the air for many days and weeks, respectively, and also can be subjected to cross-border transport of air for long distances.

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Literature
Abdou, W. A., Diner, D. J., Martonchik, J. V., Bruegge, C. J., Kahn, R. A., & Gaitley, B. J. (2005). Comparison of coincident Multiangle Imaging Spectroradiometer and Moderate Resolution Imaging Spectroradiometer aerosol optical depths over land and ocean scenes containing Aerosol Robotic Network sites. Journal of Geophysical Research Atmospheres, 110(D10), 1275–1287.CrossRef
Abelsohn, A., & Stieb, D. M. (2011). Health effects of outdoor air pollution approach to counseling patients using the Air Quality Health Index. Canadian Family Physician, 57(8), 881–887.
Abuduwailil, J., Zhaoyong, Z., & Fengqing, J. (2015). Evaluation of the pollution and human health risks posed by heavy metals in the atmospheric dust in Ebinur Basin in Northwest China. Environmental Science and Pollution Research, 22(18), 14018–14031.CrossRef
Atkinson, R. W., Ross, A. H., Sunyer, J., Ayres, J., & Baccini, M. (2001). Acute effects of particulate air pollution on respiratory admissions: Results from APHEA 2 project. American Journal of Respiratory and Critical Care Medicine, 164(10), 1860–1866.CrossRef
Ayala, A., Brauer, M., Mauderly, J. L., & Samet, J. M. (2012). Air pollutants and sources associated with health effects. Air Quality, Atmosphere and Health, 5(2), 151–167.CrossRef
Beelen, R., Hoek, G., Brandt, P. A. V. D., Goldbohm, R. A., Fischer, P., & Schouten, L. J. (2008). Long-term effects of traffic-related air pollution on mortality in a Dutch cohort (NLCS-AIR study). Environmental Health Perspectives, 116(2), 196–202.CrossRef
Bench, G., Fallon, S., Schichtel, B., Malm, W., & Mcdade, C. (2007). Relative contributions of fossil and contemporary carbon sources to PM 2.5 aerosols at nine. Interagency Monitoring for Protection of Visual Environments (IMPROVE) network sites. Journal of Geophysical Research Atmospheres, 112(D10), 326–330.CrossRef
Carrer, D., Meurey, C., Ceamanos, X., Roujean, J. L., Calvet, J. C., & Liu, S. (2014). Dynamic mapping of snow-free vegetation and bare soil albedos at global 1km scale from 10-year analysis of MODIS satellite products. Remote Sensing of Environment, 140(1), 420–432.CrossRef
Chen, Y. Z., & Xiao, H. Y. (2009). Classification of atmospheric aerosol and its hazards to human health. Jiangxi Science, 27(6), 912–915. (in Chinese).
Choi, Y., Park, R. J., & Ho, C. (2009). Estimates of ground-level aerosol mass concentrations using a chemical transport model with Moderate Resolution Imaging Spectroradiometer (MODIS) aerosol observations over East Asia. Journal of Geophysical Research Atmospheres, 114(D4), 83–84.CrossRef
Christopher, S. A., & Gupta, P. (2010). Satellite remote sensing of particulate matter air quality: The cloud-cover problem. Journal of the Air and Waste Management Association, 60(5), 596–602.CrossRef
Chu, D. A., Kaufman, Y. J., Zibordi, G., Chern, J. D., Mao, J., & Li, C. (2003). Global monitoring of air pollution over land from the Earth Observing System-Terra Moderate Resolution Imaging Spectroradiometer (MODIS). Journal of Geophysical Research: Atmospheres, 108(D21), 4661.CrossRef
Chu, P. C., Chen, Y., Lu, S., Li, Z., & Lu, Y. (2008). Particulate air pollution in Lanzhou China. Environment International, 34(5), 698–713.CrossRef
Corn, M., Stein, F., Hammad, Y., Manekshaw, S., Freedman, R., & Hartstein, A. M. (1973). Physical and chemical properties of respirable coal dust from two United States mines. American Industrial Hygiene Association Journal, 34(7), 279–285.CrossRef
Darlington, T. L., Kahlbaum, D. F., Heuss, J. M., & Wolff, G. T. (1997). Analysis of PM10 trends in the United States from 1988 through 1995. Journal of the Air and Waste Management Association, 47(10), 1070–1078.CrossRef
Die, H. U., Zhang, L., Sha, S., & Wang, H. (2013). Contrast and Application of MODIS Aerosol Products over the Arid and Semiarid Region in Northwest China. Journal of Arid Meteorology, 31(4), 677–683. (in Chinese).
Diner, D. J., Braswell, B. H., Davies, R., Gobron, N., Hu, J., & Jin, Y. (2005). The value of multiangle measurements for retrieving structurally and radiatively consistent properties of clouds, aerosols, and surfaces. Remote Sensing of Environment, 97(4), 495–518.CrossRef
Ding, F., & Hanqiu, X. U. (2006). Comparison of two new algorithms for retrieving land surface temperature from landsat TM thermal band. Geo-Information Science, 8(3), 125–130.
Dockery, D. W., & Pope, C. A. (1994). Acute respiratory effects of particulate air pollution. Annual Review of Public Health, 15(1), 107–132.CrossRef
Downs, S. H., Schindler, C., & Liu, L. J. S. (2007). Reduced exposure to PM10 and attenuated age-related decline in lung function. New England Journal of Medicine, 357(23), 2338–2347.CrossRef
Dubovik, O., Herman, M., Holdak, A., Lapyonok, T., Tanré, D., & Deuzé, J. L. (2011). Statistically optimized inversion algorithm for enhanced retrieval of aerosol properties from spectral multi-angle polarimetric satellite observations. Atmospheric Measurement Techniques, 4(5), 975–1018.CrossRef
Durkee, P. A., Jensen, D. R., Hindman, E. E., & Haar, T. H. V. (1986). The relationship between marine aerosol particles and satellite-detected radiance. Journal of Geophysical Research: Atmospheres, 91(D3), 4063–4072.CrossRef
Engel-Cox, J. A., Hoff, R. M., Rogers, R., Dimmick, F., Rush, A. C., & Szykman, J. J. (2006). Integrating lidar and satellite optical depth with ambient monitoring for 3-dimensional particulate characterization. Atmospheric Environment, 40(40), 8056–8067.CrossRef
Erp, A. M. V., Kelly, F. J., Demerjian, K. L., Iii, C. A. P., & Cohen, A. J. (2012). Progress in research to assess the effectiveness of air quality interventions towards improving public health. Air Quality, Atmosphere and Health, 5(2), 217–230.CrossRef
Fairley, D. (1990). The relationship of daily mortality to suspended particulates in Santa Clara County, 1980-1986. Environmental Health Perspectives, 89(4), 159–168.CrossRef
Fann, N., & Risley, D. (2013). The public health context for PM 2.5, and ozone air quality trends. Air Quality, Atmosphere and Health, 6(1), 1–11.CrossRef
Files, D. S., Webb, J. T., & Pilmanis, A. A. (2005). Depressurization in military aircraft: Rates, rapidity, and health effects for 1055 incidents. Aviation Space and Environmental Medicine, 76(76), 523–529.
Filonchyk, M., Yan, H., Yang, S., & Hurynovich, V. (2016). A study of PM2.5 and PM10 concentrations in the atmosphere of large cities in Gansu Province, China, in summer period. Journal of Earth System Science, 125(6), 1175–1187.CrossRef
Filonchyk, M., Yan, H., & Hurynovich, V. (2017). Temporal-spatial variations of air pollutants in Lanzhou, Gansu Province, China, during the spring–summer periods, 2014–2016. Environmental Quality Management, 26(4), 65–74.CrossRef
Fraser, R. S. (1976). Satellite measurement of mass of Sahara dust in the atmosphere. Applied Optics, 15(10), 2471–2479.CrossRef
Fraser, R. S., Kaufman, Y. J., & Mahoney, R. L. (1984). Satellite measurements of aerosol mass and transport. Atmospheric Environment, 18(12), 2577–2584.CrossRef
Gillette, D. A., Blifford, I. H. J., & Fenster, C. R. (2010). Measurements of aerosol size distributions and vertical fluxes of aerosols on land subject to wind erosion. Journal of Applied Meteorology, 11(6), 977–987.CrossRef
Giovannini, M., Sala, M., Riva, E., & Radaelli, G. (2010). Hospital admissions for respiratory conditions in children and outdoor air pollution in Southwest Milan, Italy. Acta Paediatrica, 99(8), 1180–1185.CrossRef
Gobbi, G. P., Barnaba, F., & Ammannato, L. (2007). Estimating the impact of Saharan dust on the year 2001 PM 10, record of Rome, Italy. Atmospheric Environment, 41(2), 261–275.CrossRef
Griggs, M. (1975). Measurements of atmospheric aerosol optical thickness over water using ERTS-1 data. Journal of the Air and Waste Management Association, 25(6), 622.
Gu, J., Yu, S. S., Zhou, J. L., Zheng, J., & Chen, J. (2001). DCT coefficient and error concealment. High Technology Letters, 11(7), 36–39. (in Chinese).
Guo, J. P., Zhang, X. Y., Che, H. Z., Gong, S. L., An, X., & Cao, C. X. (2009). Correlation between PM concentrations and aerosol optical depth in eastern China. Atmospheric Environment, 43(37), 5876–5886.CrossRef
Gupta, P., Christopher, S. A., Wang, J., Gehrig, R., Lee, Y., & Kumar, N. (2006). Satellite remote sensing of particulate matter and air quality assessment over global cities. Atmospheric Environment, 40(30), 5880–5892.CrossRef
Hadjimitsis, D. G., Clayton, C. R. I., & Hope, V. S. (2004). An assessment of the effectiveness of atmospheric correction algorithms through the remote sensing of some reservoirs. International Journal of Remote Sensing, 25(18), 3651–3674.CrossRef
Hadjimitsis, D. G., Nisantzi, A., & Trigkas, V. (2010). Satellite remote sensing, GIS and sun-photometers for monitoring PM10 in Cyprus: Issues on public health. Proceedings of SPIE - The International Society for Optical Engineering, 7826(20), 78262C-9.
He, X. W., Xue, Y., Li, Y. J., Guang, J., Yang, L. K., & Xu, H. (2012). Monitoring the Haze using multi-sensor aerosol optical depth data. Egu General Assembly, 14, 13754.
Herman, B. M., Browning, S. R., & Curran, R. J. (1971). The effect of atmospheric aerosols on scattered sunlight. Journal of the Atmospheric Sciences, 28(3), 419–428.CrossRef
Herman, J. R., Bhartia, P. K., Torres, O., Hsu, C., Seftor, C., & Celarier, E. (1997). Global distribution of UV-absorbing aerosols from Nimbus 7/TOMS data. Journal of Geophysical Research Atmospheres, 1021(D14), 16911–16922.CrossRef
Holben, B., Vermote, E., Kaufman, Y. J., Tanre, D., & Kalb, V. (1992). Aerosol retrieval over land from AVHRR data-application for atmospheric correction. IEEE Transactions on Geoscience and Remote Sensing, 30(2), 212–222.CrossRef
Hsu, N. C., Tsay, S. C., King, M. D., & Herman, J. R. (2004). Aerosol properties over bright-reflecting source regions. IEEE Transactions on Geoscience and Remote Sensing, 42(3), 557–569.CrossRef
Hsu, N. C., Tsay, S. C., King, M. D., & Herman, J. R. (2006). Deep blue retrievals of Asian aerosol properties during ACE-Asia. IEEE Transactions on Geoscience and Remote Sensing, 44(11), 3180–3195.CrossRef
Hsu, N. C., Jeong, M. J., Bettenhausen, C., Sayer, A. M., Hansell, R., Seftor, C. S., Huang, J., & Tsay, S. C. (2013). Enhanced deep blue aerosol retrieval algorithm: The second generation. Journal of Geophysical Research: Atmospheres, 118, 9296–9315.
Hutchison, K. D., Faruqui, S. J., & Smith, S. (2008). Improving correlations between MODIS aerosol optical thickness and ground-based PM 2.5, observations through 3D spatial analyses. Atmospheric Environment, 42(3), 530–543.CrossRef
Iii, C. A. P., Burnett, R. T., Thun, M. J., Calle, E. E., Krewski, D., & Ito, K. (2002). Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution. The Journal of the American Medical Association, 287(9), 1132–1141.CrossRef
Julien, Y., & Sobrino, J. A. (2009). The Yearly Land Cover Dynamics (YLCD) method: An analysis of global vegetation from NDVI and LST parameters. Remote Sensing of Environment, 113(2), 329–334.CrossRef
Jun, L. I., Sun, C. B., Liu, X. D., Dong, S. P., Guo, J., & Wang, Y. (2009). Non-parameter statistical analysis of impacts of meteorological conditions on PM concentration in Beijing. Research of Environmental Sciences, 22(6), 663–669. (in Chinese).
Kahn, R., Banerjee, P., & McDonald, D. (2001). Sensitivity of multiangle imaging to natural mixtures of aerosols over ocean. Journal of Geophysical Research: Atmospheres, 106(D16), 18219–18238.CrossRef
Kalashnikova, O. V., & Kahn, R. A. (2008). Mineral dust plume evolution over the Atlantic from MISR and MODIS aerosol retrievals. Journal of Geophysical Research: Atmospheres, 113, D24204.CrossRef
Kan, H., London, S. J., Chen, G., Zhang, Y., Song, G., & Zhao, N. (2008). Season, sex, age, and education as modifiers of the effects of outdoor air pollution on daily mortality in Shanghai, China: The Public Health and Air Pollution in Asia (PAPA) Study. Environmental Health Perspectives, 116(9), 1183.CrossRef
Karlsson, L., Hernandez, F., Rodríguez, S., López-Pérez, M., Hernandez-Armas, J., & Alonso-Pérez, S. (2008). Using 137Cs and 40K to identify natural Saharan dust contributions to PM10 concentrations and air quality impairment in the Canary Islands. Atmospheric Environment, 42(30), 7034–7042.CrossRef
Kassteele, J. V. D., Koelemeijer, R. B. A., Dekkers, A. L. M., Schaap, M., Homan, C. D., & Stein, A. (2006). Statistical mapping of PM10 concentrations over Western Europe using secondary information from dispersion modeling and MODIS satellite observations. Stochastic Environmental Research and Risk Assessment, 21(2), 183–194.CrossRef
Kaufman, Y. J., & Joseph, J. H. (1982). Determination of surface albedos and aerosol extinction characteristics from satellite imagery. Journal of Geophysical Research: Oceans, 87(C2), 1287–1299.CrossRef
Kaufman, Y. J., & Remer, L. A. (1994). Detection of forests using mid-IR reflectance: An application for aerosol studies. IEEE Transactions on Geoscience and Remote Sensing, 32(3), 672–683.CrossRef
Kaufman, Y. J., & Sendra, C. (1988). Algorithm for automatic atmospheric corrections to visible and near-IR satellite imagery. International Journal of Remote Sensing, 9(8), 1357–1381.CrossRef
Kaufman, Y. J., Koren, I., Remer, L. A., Rosenfeld, D., Rudich, Y., & Ramanathan, V. (2005). The effect of smoke, dust, and pollution aerosol on shallow cloud development over the Atlantic Ocean. Proceedings of the National Academy of Sciences of the United States of America, 102(32), 11207–11212.CrossRef
Khan, S., Cao, Q., Zheng, Y. M., Huang, Y. Z., & Zhu, Y. G. (2008). Health risks of heavy metals in contaminated soils and food crops irrigated with wastewater in Beijing, China. Environmental Pollution, 152(3), 686–692.CrossRef
Kim, K. H., Kabir, E., & Kabir, S. (2015). A review on the human health impact of airborne particulate matter. Environment International, 74, 136–143.CrossRef
Kotarba, A. Z. (2016). Regional high-resolution cloud climatology based on MODIS cloud detection data. International Journal of Climatology, 36(8), 3105–3115.CrossRef
Lazzarini, M., Marpu, P. R., & Ghedira, H. (2013). Temperature-land cover interactions: The inversion of urban heat island phenomenon in desert city areas. Remote Sensing of Environment, 130(4), 136–152.CrossRef
Lee, J. T., Kim, H., Hong, Y. C., & Kwon, H. J. (2000). Air pollution and daily mortality in seven major cities of Korea, 1991-1997. Environmental Research, 84(3), 247–254.CrossRef
Lee, H. J., Liu, Y., Coull, B. A., Schwartz, J., & Koutrakis, P. (2011a). A novel calibration approach of MODIS AOD data to predict PM2.5 concentrations. Atmospheric Chemistry and Physics, 11(11), 9769–9795.
Lee, H. J., Liu, Y., Coull, B. A., Schwartz, J., & Koutrakis, P. (2011b). A novel calibration approach of MODIS AOD data to predict PM2.5 concentrations. Atmospheric Chemistry and Physics, 11(11), 9769–9795.
Legrand, M., Desbois, M., & Vovor, K. (1988). Satellite detection of Saharan dust: Optimized imaging during nighttime. Journal of Climate, 1(3), 256–264.CrossRef
Leung, A. O., Duzgorenaydin, N. S., Cheung, K. C., & Wong, M. H. (2008). Heavy metals concentrations of surface dust from e-waste recycling and its human health implications in southeast China. Environmental Science and Technology, 42(7), 2674–2680.CrossRef
Levy, R. C., Remer, L. A., Kleidman, R. G., & Mattoo, S. (2010a). Global evaluation of the Collection 5 MODIS dark-target aerosol products over land. Atmospheric Chemistry and Physics & Discussions, 10(6), 10399–10420.CrossRef
Levy, R. C., Remer, L. A., Kleidman, R. G., & Mattoo, S. (2010b). Global evaluation of the Collection 5 MODIS dark-target aerosol products over land. Atmospheric Chemistry and Physics and Discussions, 10(6), 10399–10420.CrossRef
Levy, R. C., Mattoo, S., Munchak, L. A., & Remer, L. A. (2013). The Collection 6 MODIS aerosol products over land and ocean. Atmospheric Measurement Techniques, 6(11), 2989–3034.CrossRef
Li, X. (2003). Retrieval method for optical thickness of aerosds over Beijing and its vicinity by using the Modis data. Acta Meteorologica Sinica, 61(5), 580–591. (in Chinese).
Li, C., Mao, J., & Lau, K. H. (2003). Research on air pollution in Beijing and its surroundings with MODIS aerosol products. Chinese Journal of Atmospheric Sciences, 27(5), 419–430.
Li, C. C., Mao, J. T., & Lau, A. K. (2005). Remote sensing of high spatial resolution aerosol optical depth with MODIS data over Hong Kong. Chinese Journal of Atmospheric Sciences, 29(3), 324–342. (in Chinese).
Li, Z., Wang, Y., Zhou, Q., Wu, J., Peng, J., & Chang, H. (2008). Spatiotemporal variability of land surface moisture based on vegetation and temperature characteristics in Northern Shaanxi Loess Plateau, China. Journal of Arid Environments, 72(6), 974–985.CrossRef
Li, N., Peng, X. W., & Zhang, B. Y. (2009). Relationship between air pollutant and daily hospital visits for respiratory diseases in Guangzhou: A time-series study. Journal of Environment and Health, 26(12), 1077–1080. (in Chinese).
Liu, L., & Zhang, Y. (2011). Urban heat island analysis using the Landsat TM Data and ASTER Data: A case study in Hong Kong. Remote Sensing, 3(7), 1535–1552.CrossRef
Liu, Y., Park, R. J., Jacob, D. J., Li, Q., Kilaru, V., & Sarnat, J. A. (2004a). Mapping annual mean ground-level PM2.5 concentrations using. Multiangle Imaging Spectroradiometer aerosol optical thickness over the contiguous United States, Journal of Geophysical Research Atmospheres, 109(D22), 2285–2311.
Liu, Y., Sarnat, J. A., Coull, B. A., Koutrakis, P., & Jacob, D. J. (2004b). Validation of Multiangle Imaging Spectroradiometer (MISR) aerosol optical thickness measurements using Aerosol Robotic Network (AERONET) observations over the contiguous United States. Journal of Geophysical Research Atmospheres, 109(D6), 127–128.CrossRef
Liu, Y., Franklin, M., Kahn, R., & Koutrakis, P. (2007). Using aerosol optical thickness to predict ground-level PM 2.5, concentrations in the St. Louis area: A comparison between MISR and MODIS. Remote Sensing of Environment, 107(1–2), 33–44.CrossRef
Lu, D., & Weng, Q. (2006). Spectral mixture analysis of ASTER images for examining the relationship between urban thermal features and biophysical descriptors in Indianapolis, Indiana, USA. Remote Sensing of Environment, 104(2), 157–167.CrossRef
Lu, D., Song, K., Zang, S., Jia, M., Du, J., & Ren, C. (2015). The effect of urban expansion on urban surface temperature in Shenyang, China: An analysis with Landsat Imagery. Environmental Modeling and Assessment, 20(3), 197–210.CrossRef
Ma, J. Z., Ding, Z., Gates, J. B., & Su, Y. (2008). Chloride and the environmental isotopes as the indicators of the groundwater recharge in the Gobi Desert, northwest China. Environmental Geology, 55(7), 1407–1419.CrossRef
Mallone, S., Stafoggia, M., Faustini, A., Gobbi, G. P., Marconi, A., & Forastiere, F. (2011). Saharan dust and associations between particulate matter and daily mortality in Rome, Italy. Environmental Health Perspectives, 119(10), 1409–1414.CrossRef
Mao, J., Li, C., Zhang, J., & Lau, K. H. (2002). The comparison of remote sensing aerosol optical depth from MODIS data and Ground Sun-Photometer observation. Journal of Applied Meteorological Science, 13(s1), 127–135. (in Chinese).
Martonchik, J. V. (1997). Determination of aerosol optical depth and land surface directional reflectances using multiangle imagery. Journal of Geophysical Research Atmospheres, 102(D14), 17015–17022.CrossRef
Martonchik, J. V., & Diner, D. J. (1992). Retrieval of aerosol optical properties from multi-angle satellite imagery. IEEE Transactions on Geoscience and Remote Sensing, 30(2), 223–230.CrossRef
Martonchik, J. V., Diner, D. J., Kahn, R. A., Ackerman, T. P., Verstraete, M. M., & Pinty, B. (1998). Techniques for the retrieval of aerosol properties over land and ocean using multiangle imaging. IEEE Transactions on Geoscience and Remote Sensing, 36(4), 1212–1227.CrossRef
Masson, O., Piga, D., Gurriaran, R., & D’Amico, D. (2010). Impact of an exceptional Saharan dust outbreak in France: PM10 and artificial radionuclides concentrations in air and in dust deposit. Atmospheric Environment, 44(20), 2478–2486.CrossRef
Matsui, T., Masunaga, H., Sr, R. A. P., & Tao, W. K. (2004). Impact of aerosols and atmospheric thermodynamics on cloud properties within the climate system. Geophysical Research Letters, 31(6), 315–336.CrossRef
Mcmurry, P. H., Shepherd, M. F., & Vickery, J. S. (2004). Particulate matter science for policy makers: A NARSTO assessment. Cambridge: Cambridge University Press.
Medinaramón, M., Zanobetti, A., & Schwartz, J. (2006). The effect of ozone and PM10 on hospital admissions for pneumonia and chronic obstructive pulmonary disease: A national multicity study. American Journal of Epidemiology, 163(6), 579–588.CrossRef
Oguz, H. (2013). LST calculator: A program for retrieving land surface temperature from Landsat TM/ETM+ imagery. Environmental Engineering and Management Journal, 12(3), 549–555.CrossRef
Okuyama, K., Shimada, M., Choi, M., & Han, B. (2005). Aerosol particle classification apparatus. US, US, 20050180543, A1.
Perez-Padilla, R., Schilmann, A., & Riojas-Rodriguez, H. (2010). Respiratory health effects of indoor air pollution Review article. The International Journal of Tuberculosis and Lung Disease, 14(9), 1079–1086.
Peterson, T. C. (2003). Assessment of urban versus rural in situ surface temperatures in the contiguous united states: No difference found. Journal of Climate, 16(18), 2941–2959.CrossRef
Pope, C. A., & Dockery, D. W. (2006). Health effects of fine particulate air pollution: Lines that connect. Journal of the Air & Waste Management Association, 56(6), 709–742.CrossRef
Pope, P. C., Bates, D. V., & Raizenne, M. E. (1995). Health effects of particulate air pollution: Time for reassessment? Environmental Health Perspectives, 103(5), 472–480.CrossRef
Pope, C. A., Hill, R. W., & Villegas, G. M. (1999). Particulate air pollution and daily mortality on Utah's Wasatch Front. Environmental Health Perspectives, 107(7), 567–573.CrossRef
Qiao, Z., Tian, G., & Xiao, L. (2013). Diurnal and seasonal impacts of urbanization on the urban thermal environment: A case study of Beijing using MODIS data. ISPRS Journal of Photogrammetry and Remote Sensing, 85(2), 93–101.CrossRef
Qiu, J. (1995). A new method of determining atmospheric aerosol optical depth from the whole-spectral solar direct radiation, Part I: Theory. Scientia Atmospherica Sinica, 9(5), 385–394. (in Chinese).
Remer, L. A., Kaufman, Y. J., Tanré, D., Mattoo, S., Chu, D. A., & Martins, J. V. (2005). The MODIS aerosol algorithm, products, and validation. Journal of Atmospheric Sciences, 62(4), 947–973.CrossRef
Remoundaki, E., Bourliva, A., Kokkalis, P., Mamouri, R. E., Papayannis, A., & Grigoratos, T. (2011). PM10 composition during an intense Saharan dust transport event over Athens (Greece). Science of the Total Environment, 409(20), 4361–4372.CrossRef
Retalis, A., Hadjimitsis, D. G., Michaelides, S., & Tymvios, F. (2010). Comparison of aerosol optical thickness with in situ visibility data over Cyprus. Natural Hazards and Earth System Sciences, 10(3), 421–428.CrossRef
Reuter, D. C., Richardson, C. M., Pellerano, F. A., Irons, J. R., Allen, R. G., & Anderson, M. (2015). The Thermal Infrared Sensor (TIRS) on Landsat 8: Design overview and pre-launch characterization. Remote Sensing, 7(1), 1135–1153.CrossRef
Roy, D., Gautam, S., Singh, P., Singh, G., Das, B. K., & Patra, A. K. (2016). Carbonaceous species and physicochemical characteristics of PM 10, in coal mine fire area—A case study. Air Quality, Atmosphere and Health, 9(4), 429–437.CrossRef
Samoli, E., Peng, R., Ramsay, T., Pipikou, M., Touloumi, G., & Dominici, F. (2008). Acute effects of ambient particulate matter on mortality in Europe and North America: Results from the APHENA study. Environmental Health Perspectives, 116(11), 1480.CrossRef
Sayer, A. M., Munchak, L. A., Hsu, N. C., Levy, R. C., Bettenhausen, C., & Jeong, M. (2015a). MODIS Collection 6 aerosol products: Comparison between Aqua's e-Deep Blue, Dark Target, and “merged” data sets, and usage recommendations. Journal of Geophysical Research Atmospheres, 119(24), 13965–13989.CrossRef
Sayer, A. M., Hsu, N. C., Bettenhausen, C., Jeong, M. J., & Meister, G. (2015b). Effect of MODIS Terra radiometric calibration improvements on Collection 6 Deep Blue aerosol products: Validation and Terra/Aqua consistency. Journal of Geophysical Research, 120(23), 12157–12174.
Schindler, C., Keidel, D., Gerbase, M. W., Zemp, E., Bettschart, R., & Brändli, O. (2009). Improvements in PM10 exposure and reduced rates of respiratory symptoms in a cohort of Swiss adults (SAPALDIA). American Journal of Respiratory and Critical Care Medicine, 179(7), 579–587.CrossRef
Schmidt-Ott, A., & Büscher, P. (1991). In situ chemical classification of atmospheric aerosol particles. Journal of Aerosol Science, 22(6), S307.CrossRef
Schwartz, J. (1993). Air pollution and daily mortality in Birmingham, Alabama. American Journal of Epidemiology, 137(10), 1136–1147.CrossRef
Shi, T., Yang, Y., Ma, J., Zhang, L., & Luo, S. (2013). Spatial-temporal characteristics of urban heat Island in typical cities of Anhui Province Based on MODIS. Journal of Applied Meteorological Science, 24(4), 484–494. (in Chinese).
Shiraiwa, M., Selzle, K., & Pöschl, U. (2012). Hazardous components and health effects of atmospheric aerosol particles: Reactive oxygen species, soot, polycyclic aromatic compounds and allergenic proteins. Free Radical Reserch, 46(8), 927–939.CrossRef
Slater, J. F., Dibb, J. E., Campbell, J. W., & Moore, T. S. (2004). Physical and chemical properties of surface and column aerosols at a rural New England site during MODIS overpass. Remote Sensing of Environment, 92(2), 173–180.CrossRef
Sobrino, J. A., Jiménez-Muñoz, J. C., & Paolini, L. (2004). Land surface temperature retrieval from LANDSAT TM 5. Remote Sensing of Environment, 90(4), 434–440.CrossRef
Song, C., Jia, L., & Menenti, M. (2014). Retrieving high-resolution surface soil moisture by downscaling AMSR-E brightness temperature using MODIS LST and NDVI Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 7(3), 935–942.CrossRef
Srivastava, P. K., Majumdar, T. J., & Bhattacharya, A. K. (2009). Surface temperature estimation in Singhbhum Shear Zone of India using Landsat-7 ETM+ thermal infrared data. Advances in Space Research, 43(10), 1563–1574.CrossRef
Sun, D., & Kafatos, M. (2007). Note on the NDVI-LST relationship and the use of temperature-related drought indices over North America. Geophysical Research Letters, 34(24), 497–507.CrossRef
Sun, L., Liu, Q. H., Chen, L. F., & Liu, Q. (2006). The application of HJ-1 Hyperspectral Imaging Radiometer to retrieve aerosol optical thickness over land. Journal of Remote Sensing, 10(5), 770–776. (in Chinese).
Sun, Y. L., Wang, Z. F., Fu, P. Q., & Yang, T. (2013). Aerosol composition, sources and processes during wintertime in Beijing, China. Atmospheric Chemistry and Physics Discussions, 13(9), 4577–4592.CrossRef
Ta, W., Wang, T., Xiao, H., Zhu, X., & Xiao, Z. (2004). Gaseous and particulate air pollution in the Lanzhou Valley, China. Science of the Total Environment, 320(2–3), 163–176.CrossRef
Tan, K. C., Lim, H. S., Matjafri, M. Z., & Abdullah, K. (2012). A comparison of radiometric correction techniques in the valuation of the relationship between LST and NDVI in Landsat imagery. Environmental Monitoring and Assessment, 184(6), 3813–3829.CrossRef
Tanré, D., Devaux, C., Herman, M., & Santer, R. (1988a). Radiative properties of desert aerosols by optical ground-based measurements at solar wavelengths. Journal of Geophysical Research Atmospheres, 93(D11), 14223–14231.CrossRef
Tanré, D., Devaux, C., Herman, M., Santer, R., & Gac, J. Y. (1988b). Radiative properties of desert aerosols by optical ground-based measurements at solar wavelengths. Journal of Geophysical Research: Atmospheres, 93(D11), 14223–14231.CrossRef
Tanré, D., Herman, M., & Kaufman, Y. J. (1996). Information on aerosol size distribution contained in solar reflected spectral radiances. Journal of Geophysical Research: Atmospheres, 101(D14), 19043–19060.CrossRef
Tanré, D., Remer, L. A., Kaufman, Y. J., Mattoo, S., Hobbs, P. V., & Livingston, J. M. (1999). Retrieval of aerosol optical thickness and size distribution over ocean from the MODIS airborne simulator during TARFOX. Journal of Geophysical Research, 104(D2), 2261–2278.CrossRef
Tao, Y., Mi, S., Zhou, S., Wang, S., & Xie, X. (2014). Air pollution and hospital admissions for respiratory diseases in Lanzhou. China, Environmental Pollution, 185, 196–201.CrossRef
Tian, L., Ran-Ying, L. U., Xing, W. T., Wang, L., Wang, X., & Wang, W. (2005). Studies on city ambient air quality in china during 2001-2004. Journal of Arid Land Resources & Environment, 19(7), 101–105. (in Chinese).
Torres, O., Tanskanen, A., Veihelmann, B., Ahn, C., Braak, R., & Bhartia, P. K. (2007a). Aerosols and surface UV products from ztions: An overview. Journal of Geophysical Research Atmospheres, 112(D24), 1–14.CrossRef
Torres, O., Tanskanen, A., Veihelmann, B., Ahn, C., Braak, R., & Bhartia, P. K. (2007b). Aerosols and surface UV products from Ozone Monitoring Instrument observations: An overview. Journal of Geophysical Research Atmospheres, 112(D24), 1–14.CrossRef
Torres, O., Ahn, C., & Chen, Z. (2013). Improvements to the OMI near UV aerosol algorithm using A-train CALIOP and AIRS observations. Atmospheric Measurement Techniques, 6(11), 3257–3270.CrossRef
Tsai, S. S., Chang, C. C., & Yang, C. Y. (2013). Fine particulate air pollution and hospital admissions for chronic obstructive pulmonary disease: A case-crossover study in Taipe. International Journal of Environmental Research and Public Health, 10(11), 6015–6026.CrossRef
Tsangari, H., Paschalidou, A. K., Kassomenos, A. P., Vardoulakis, S., Heaviside, C., & Georgiou, K. E. (2016). Extreme weather and air pollution effects on cardiovascular and respiratory hospital admissions in Cyprus. Science of the Total Environment, 542(Pt A), 247.CrossRef
Van der Zee, S., Hoek, G., Boezen, H. M., Schouten, J. P., Wijnen, J. H. V., & Brunekreef, B. (1999). Acute effects of urban air pollution on respiratory health of children with and without chronic respiratory symptoms. Occupational and Environmental Medicine, 56(12), 802–812.CrossRef
Veefkind, J. P., Leeuw, G. D., & Durkee, P. A. (1998). Retrieval of aerosol optical depth over land using twoangle view satellite radiometry during TARFOX. Geophysical Research Letters, 25(16), 3135–3138.CrossRef
Vinnikov, K. Y., Yu, Y., Raja, M. K. R. V., Dan, T., & Goldberg, M. D. (2008). Diurnal-seasonal and weather-related variations of land surface temperature observed from geostationary satellites. Geophysical Research Letters, 35(22), 113–130.CrossRef
Voogt, J. A., & Oke, T. R. (2003). Thermal remote sensing of urban climates. Remote Sensing of Environment, 86(3), 370–384.CrossRef
Wan, Z., & Li, Z. L. (1997). A physics-based algorithm for retrieving land-surface emissivity and temperature from EOS/MODIS data. IEEE Transactions on Geoscience and Remote Sensing, 35(4), 980–996.CrossRef
Wang, A. (1999). Recent trends on study of atmospheric aerosols. Environmental Chemistry, 1, 10–15.
Wang, P. L. (2005). The study progress in the research for the particular in city air and its effect on human health. Environmental Monitoring in China, 21(1), 83–87. (in Chinese).
Wang, J., & Christopher, S. A. (2003). Intercomparison between satellite-derived aerosol optical thickness and PM2.5 mass: Implications for air quality studies. Geophysical Research Letters, 30(21), 267–283.
Wang, H. W., Lin, G., & Pan, X. D. (2003a). Association between total suspended particles (TSP) and cardiovascular disease mortality in Shenyang. Journal of Environment and Health, 20(1), 13–15. (in Chinese).
Wang, X., Yang, S., Zhu, Y., & Yi, W. (2003b). Aerosol optical thickness retrieval over land From MODIS Data based on the inversion of the 6S Model. Chinese Journal of Quantum Electronics, 20(5), 629–634. (in Chinese).
Wang, Z. T., Chen, L. F., & Zhang, Y. (2008). Urban surface aerosol monitoring using DDV method from MODIS data. Remote Sensing Technology and Application, 23(3), 284–288. (in Chinese).
Wang, R. D., Zou, X. Y., Cheng, H., & Xiao-Xu, W. U. (2009a). Spatiotemporal characteristics of sand-dust weather and its influence factors in Hebei Province. Bulletin of Soil and Water Conservation, 2009(6), 57–63.
Wang, Z. T., Li, Q., Tao, J. H., Li, S. S., Wang, Q., & Chen, L. F. (2009b). Monitoring of aerosol optical depth over land surface using CCD camera on HJ-1 satellite. China Environmental Science, 29(9), 902–907. (in Chinese).
Wang, J., Xu, X., Spurr, R., Wang, Y., & Drury, E. (2010). Improved algorithm for MODIS satellite retrievals of aerosol optical thickness over land in dusty atmosphere: Implications for air quality monitoring in China. Remote Sensing of Environment, 114(11), 2575–2583.CrossRef
Wang, X., Zhang, C., Wang, H., Qian, G., Luo, W., & Lu, J. (2011). The significance of Gobi desert surfaces for dust emissions in China: An experimental study. Environmental Earth Sciences, 64(4), 1039–1050.CrossRef
Wang, X., Hua, T., Zhang, C., Lang, L., & Wang, H. (2012). Aeolian salts in Gobi deserts of the western region of Inner Mongolia: Gone with the dust aerosols. Atmospheric Research, 118(3), 1–9.CrossRef
Wang, F., Qin, Z., Song, C., Tu, L., Karnieli, A., & Zhao, S. (2015a). An improved Mono-Window Algorithm for land surface temperature retrieval from Landsat 8 thermal infrared sensor data. Remote Sensing, 7(4), 4268–4289.CrossRef
Wang, L., Zhao, Y., Yang, X., Jianmin, M. A., Huang, T., & Gao, H. (2015b). Prediction of air quality in Lanzhou Using Time Series Model and Residual Control Chart. Plateau Meteorology, 24(1), 97–103. (in Chinese).
Wang, K., Jiang, S., Wang, J., Zhou, C., Wang, X., & Lee, X. (2017). Comparing the diurnal and seasonal variabilities of atmospheric and surface urban heat islands based on the Beijing urban meteorological network. Journal of Geophysical Research Atmospheres, 122(4), 2131–2154.CrossRef
Wei, F. S., Teng, E. J., Wu, G. P., Hu, W., & Wilson, W. E. (2001). Concentrations and elemental components of PM2. 5, PM10 in ambient air in four large Chinese cities. Environmental Monitoring in China, 17(7), 1–6. (in Chinese).
Weng, Q. (2009). Thermal infrared remote sensing for urban climate and environmental studies: Methods, applications, and trends. ISPRS Journal of Photogrammetry and Remote Sensing, 64(4), 335–344.CrossRef
Weng, Q., & Quattrochi, D. A. (2006a). Thermal remote sensing of urban areas: An introduction to the special issue. Remote Sensing of Environment, 104(2), 119–122.CrossRef
Weng, Q., & Quattrochi, D. A. (2006b). Thermal remote sensing of urban areas: An introduction to the special issue. Remote Sensing of Environment, 104(2), 119–122.CrossRef
Weng, Q., Lu, D., & Schubring, J. (2004). Estimation of land surface temperature–vegetation abundance relationship for urban heat island studies. Remote Sensing of Environment, 89(4), 467–483.CrossRef
Wilson, A. M., Wake, C. P., Kelly, T., & Salloway, J. C. (2005). Air pollution, weather, and respiratory emergency room visits in two northern New England cities: An ecological time-series study. Environmental Research, 97(3), 312–321.CrossRef
Wong, T. W., Lau, T. S., Yu, T. S., Neller, A., Wong, S. L., & Tam, W. (1999). Air pollution and hospital admissions for respiratory and cardiovascular diseases in Hong Kong. Occupational and Environmental Medicine, 56(10), 679–683.CrossRef
World Health Organization. (2006). WHO air quality guidelines for particulate matter, ozone, nitrogen dioxide and sulfur dioxide, summary of risk assessment. Geneva: World Health Organization.
World Health Organization. (2015). Review of evidence on health aspects of air pollution – REVIHAAP Project: Final technical report. Geneva: World Health Organization.
Wu, D. (2012). Hazy weather research in China in the last decade: A review. Acta Scientiae Circumstantiae, 32, 257–269.
Xu, Y., Qin, Z., & Wan, H. (2010). Spatial and temporal dynamics of urban heat island and their relationship with land cover changes in urbanization process: A case study in Suzhou, China. Journal of the Indian Society of Remote Sensing, 38(4), 654–663.CrossRef
Yang, J. S., Wang, Y. Q., & August, P. V. (2004). Estimation of land surface temperature using spatial interpolation and satellite-derived surface emissivity. Journal of Environmental Informatics, 4(1), 37–44.CrossRef
Yi, Y., Yang, Z., & Zhang, S. (2011). Ecological risk assessment of heavy metals in sediment and human health risk assessment of heavy metals in fishes in the middle and lower reaches of the Yangtze River basin. Environmental Pollution, 159(10), 2575–2585.CrossRef
Yu, Y., Xia, D. S., Chen, L. H., Liu, N., Chen, J. B., & Gao, Y. H. (2010). Analysis of particulate pollution characteristics and its causes in Lanzhou, Northwest China. Environmental Science, 31(1), 22. (in Chinese).
Zhang, Y. P., & Jin-Fen, L. I. (2008). Exposure-response relationship between particulate pollution level and hospital outpatient visits in Taiyuan. Journal of Environment and Health, 25(6), 479–482. (in Chinese).
Zhang, X. Y., Arimoto, R., Zhu, G. H., Chen, T., & Zhang, G. Y. (1998). Concentration, size-distribution and deposition of mineral aerosol over Chinese desert regions. Tellus Series B-Chemical and Physical Meteorology, 50(4), 317–330.CrossRef
Zhang, J., Si, Z., Mao, J., & Wang, M. (2003). Remote sensing aerosol optical depth over China with GMS-5 Satellite. Chinese Journal of Atmospheric Sciences, 27(1), 23–35. (in Chinese).
Zhang, Z., Wang, J., Chen, L., Chen, X., Sun, G., & Zhong, N. (2014). Impact of haze and air pollution-related hazards on hospital admissions in Guangzhou, China. Environmental Science and Pollution Research, 21(6), 4236–4244.CrossRef
Zhao, S., Qin, Q., Yang, Y., Xiong, Y., & Qiu, G. (2009). Comparison of two split-window methods for retrieving land surface temperature from MODIS data. Journal of Earth System Science, 118(4), 345–353.CrossRef
Zhen, B. (2010). Characterization and Source Apportionment of PM_(2.5) and PM_(10) in Hangzhou. Environmental Monitoring in China, 26(2), 44–48. (in Chinese).
Zheng, S., Zhao, X., Zhang, H., Qisheng, H. E., & Cao, C. (2011). Atmospheric correction on CCD data of HJ-1 satellite and analysis of its effect. Journal of Remote Sensing, 15(4), 709–721.
Zheng, Y., Wang, Q., & Liang, Z. (2016). Aerosol retrieval and atmospheric correction of HJ-1 satellite CCD data over land surface of Taihu lake. Engineering of Surveying & Mapping, 25(5), 10–15. (in Chinese).
Zhou, J., Chen, Y. H., Li, J., & Weng, Q. H. (2008). A volume model for urban heat island based on remote sensing imagery and its application: A case study in Beijing. Journal of Remote Sensing, 12(5), 734–742.
Zhu, G., & Blumberg, D. G. (2002). Classification using ASTER data and SVM algorithms: The case study of Beer Sheva, Israel. Remote Sensing of Environment, 80(2), 233–240.CrossRef
Metadata
Title
Introduction
Authors
Mikalai Filonchyk
Haowen Yan
Copyright Year
2019
Book
Urban Air Pollution Monitoring by Ground-Based Stations and Satellite Data

Print ISBN: 978-3-319-78044-3

Electronic ISBN: 978-3-319-78045-0

Copyright Year: 2019

DOI
https://doi.org/10.1007/978-3-319-78045-0_1