Skip to main content
Log in

Public health risks of prolonged fine particle events associated with stagnation and air quality index based on fine particle matter with a diameter <2.5 μm in the Kaoping region of Taiwan

  • Original Paper
  • Published:
International Journal of Biometeorology Aims and scope Submit manuscript

Abstract

The increasing frequency of droughts in tropical and sub-tropical areas since 1970 due to climate change requires a better understanding of the relationship between public health and long-duration fine particle events (FPE; defined as a day with an average PM2.5 ≥ 35.5 μg/m3) associated with rainfall and wind speed. In the Kaoping region of Taiwan, 94.46 % of the daily average PM2.5 in winter exceeds the limit established by 2005 World Health Organization (WHO) guidelines. This study investigated the differences in winter weather characteristics and health effects between non-FPE and FPE days, and the performance of air quality indexes on FPE days. Z-statistics for one-tailed tests, multiplicative decomposition models, logarithmic regression, and product-moment correlations were used for the analysis. The results indicate that mean wind speeds, rainfall hours, and air temperature were significantly decreased on FPE days. Daily mean PM2.5 concentrations were positively correlated to the duration of FPE days. The duration of FPE days was positively related to the length of drought (r = 0.97, P < 0.05). The number of respiratory admissions was positively correlated with the FPE duration (r 2 = 0.60). The age groups >15 years experienced the largest average reduction in asthma admissions on lag-days. Compared to the pollutant standard index (PSI) and revised air quality index (RAQI), the PM2.5 index is more representative and sensitive to changes in PM2.5 concentrations.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

References

  • Air Now (2015) AQI Calculator: Concentration to AQI http://airnow.gov/index.cfm?action=resources.conc_aqi_calc. Accessed 23 December 2015

  • Barmpadimos I, Keller J, Oderbolz D, Hueglin C, Prevot ASH (2012) One decade of parallel fine (PM2.5) and coarse (PM10-PM2.5) particulate matter measurements in Europe: trends and variability. Atmos Chem Phys 12:3189–3203

    Article  CAS  Google Scholar 

  • Bourotte C, Forti CM (2010) Association of atmospheric particulate chemical characteristics with vehicular emission in Sao Paulo city, Brazil. Adv Environ Res 2:217–242

    CAS  Google Scholar 

  • Bowerman BL, O’Connell RT (1993) Forecasting and time series: an applied approach–3rd ed. Wadsworth, Inc. California

    Google Scholar 

  • Bureau of National Health Insurance (BNHI) (2009) Beneficiaries by beneficiary category, the National Health Insurance Statistics http://www.nhi.gov.tw/English/webdata/webdata.aspx?menu=11&menu_id=296&WD_ID=296&webdata_id=3420. Accessed 29 August 2012

  • Central Weather Bureau (CWB) (2008) Monthly report on climate system http://www.cwb.gov.tw/V7/climate/watch/watch.htm. Accessed 13 March 2015

  • Central Weather Bureau (CWB) (2009) 1987–2008 statistics of climate changes in Taiwan. CWB, Ministry of Transportation and Communications, Taipei

    Google Scholar 

  • Central Weather Bureau (CWB) (2013) The introduction of characteristics of climate in Taiwan http://www.cwb.gov.tw/V7/climate/climate_info/statistics/statistics_1_1.html. Accessed 28 November 2013

  • Central Weather Bureau (CWB) (2015) Severe weather in Taiwan http://www.cwb.gov.tw/V7/prevent/taiwan_prevent.pdf. Accessed 24 October 2015

  • Cerveny RS, Balling RC Jr (1998) Weekly cycles of air pollutants, precipitation and tropical cyclones in the coastal NW Atlantic region. Nature 394:561–563

    Article  CAS  Google Scholar 

  • Chang CP, Lu MM, Wang B (2011) The East Asian Winter Monsoon. World scientific series on Asia-Pacific weather and climate-Vol.5 The global monsoon system: research and forecast, 2nd edn. World Scientific Publishing Co. Pte. Ltd, Singapore

    Google Scholar 

  • Chen CS, Chen YL (2003) The rainfall characteristics of Taiwan. Mon Weather Rev 131:1323–1341

    Article  Google Scholar 

  • Chen YS, Sheen PC, Chen ER, Liu YK, Wu TN, Yang CY (2004) Effects of Asian dust storm events on daily mortality in Taipei. Taiwan Environ Res 95:151–155

    Article  CAS  Google Scholar 

  • Chen ST, Kuo CC, Yu PS (2009) Historical trends and variability of meteorological droughts in Taiwan. Hydrol Sci J 54:430–441

    Article  Google Scholar 

  • Cheng WL, Kuo YC, Lin PL, Chang KH, Chen YS, Lin TM, et al. (2004) Revised air quality index derived from an entropy function. Atmos Environ 38(3):383–391

    Article  CAS  Google Scholar 

  • Cheng WL, Chen YS, Zhang J, Lyons TJ, Pai JL, Chang SH (2007) Comparison of the revised air quality index with the PSI and AQI indices. Sci Total Environ 382(2–3):191–198

    Article  CAS  Google Scholar 

  • Chiu HF, Tiao MM, Ho SC, Kuo HW, Wu TN, Yang CY (2008) Effects of Asian dust storm events on hospital admissions for chronic obstructive pulmonary disease in Taipei, Taiwan. Inhal Toxicol 20:777–781

    Article  CAS  Google Scholar 

  • De Pablo F, Tomás C, Rivas Soriano L, Diego L (2009) Winter circulatory weather types and hospital admissions for cardiovascular, respiratory system and digestive diseases in Salamanca, Spain. Int J Climatol 29:1692–1703

    Article  Google Scholar 

  • Department of Statistics, Ministry of the Interior (DSMI) (2015) Number of villages, neighborhoods, households and resident population http://statis.moi.gov.tw/micst/stmain.jsp?sys=100. Accessed 13 March 2015

  • Deshmukh DK, Deb MK, Mkoma SL (2013) Size distribution and seasonal variation of size-segregated particulate matter in the ambient air of Raipur city, India. Air Qual Atmos Health 6:259–276

    Article  CAS  Google Scholar 

  • Dey S, Tripathi SN, Singh RP, Holben BN (2004) Influence of dust storms on the aerosol optical properties over the Indo-Gangetic basin. J Geophys Res Atmos 109:D20211

    Article  Google Scholar 

  • DHR (2014) Population Density and Total Area for Counties and Cities in 2010. Taipei: Department of Household Registration. http://www.ris.gov.tw/zh_TW/346. Accessed 13 March 2015

  • Dominici F, Peng RD, Bell ML, Pham L, McDermott A, Zeger SL, Samet JM (2006) Fine particulate air pollution and hospital admission for cardiovascular and respiratory diseases. JAMA 295:1127–1134

    Article  CAS  Google Scholar 

  • Frank KL, Kalkstein LS, Geils BW, Thistle HW (2008) Synoptic climatology of the long-distance dispersal of white pine blister rust. I. Development of an upper level synoptic classification. Int J Biometeorol 52:641–652

    Article  CAS  Google Scholar 

  • Hartmann DL, Klein Tank AMG, Rusticucci M, Alexander LV, Brönnimann S, Charabi Y, Dentener FJ, Dlugokencky EJ, Easterling DR, Kaplan A, Soden BJ, Thorne PW, Wild M, Zhai PM (2013) Observations: atmosphere and surface. In: Stocker TF, Qin D, Plattner GK, Tignor M, Allen SK, Boschung J, Nauels A, Xia Y, Bex V, Midgley PM (eds) Climate change 2013: the physical science basis. Contribution of working group I to the fifth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge and New York, pp. 159–254

    Google Scholar 

  • Hien PD, Bac VT, Tham HC, Nhan DD, Vinh LD (2002) Influence of meteorological conditions on PM2.5 and PM2.5-10 concentrations during the monsoon season in Hanoi, Vietnam. Atmos Environ 36:3473–3484

    Article  CAS  Google Scholar 

  • Kuo CY, Cheng FC, Chang SY, Lin CY, Chou CCK, Chou CH, Lin YR (2013) Analysis of the major factors affecting the visibility degradation in two stations. J Air Waste Manage Assoc 63:433–441

    Article  CAS  Google Scholar 

  • Li RK, Li ZP, Gao WJ, Ding WJ, Xu Q, Song XF (2015) Diurnal, seasonal, and spatial variation of PM2.5 in Beijing. Sci Bull 60:387–395

    Article  CAS  Google Scholar 

  • Liang WM, Liu WP, Kuo HW (2009) Diurnal temperature range and emergency room admissions for chronic obstructive pulmonary disease in Taiwan. Int J Biometeorol 53:17–23

    Article  Google Scholar 

  • Liu J, Cui SL (2014) Meteorological influences on seasonal variation of fine particulate matter in cities over southern Ontario. Canada Adv Meteorol 169476

  • McClave JT, Sincich T (2003) Statistics 9th Ed. Prentice-Hall Inc, Upper Saddle River

    Google Scholar 

  • Pope CA, Brook RD, Burnett RT, Dockery DW (2011) How is cardiovascular disease mortality risk affected by duration and intensity of fine particulate matter exposure? an integration of the epidemiologic evidence. Air Qual Atmos Health 4:5–14

    Article  Google Scholar 

  • Rakhecha PR, Singh VP (2009) Applied Hydrometeorology. The Netherlands with Capital Publishing Company, New Delhi

    Book  Google Scholar 

  • Rasheed A, Aneja VP, Aiyyer A, Rafique U (2015) Measurement and analysis of fine particulate matter (PM2.5) in urban areas of Pakistan. AAQR 15:426–439

    CAS  Google Scholar 

  • Song C, Pei T, Yao L (2015) Analysis of the characteristics and evolution modes of PM2.5 pollution episodes in Beijing, China during 2013. Int J Environ Res Public Health 12:1099–1111

    Article  CAS  Google Scholar 

  • Sun L, Xia XG, Wang PC, Zhang RJ, Che HZ, Deng ZZ, Fei Y, Ran L, Meng XY (2015) Surface and column-integrated aerosol properties of heavy haze events in January 2013 over the North China Plain. AAQR 15:1514–1524

    CAS  Google Scholar 

  • Taiwan Environmental Protection Administration (Taiwan EPA) (2014a) Air pollution index http://taqm.epa.gov.tw/taqm/tw/b0201.aspx. Accessed 12 May 2015

  • Taiwan Environmental Protection Administration (Taiwan EPA) (2014b) Instant PM2.5 index. http://taqm.epa.gov.tw/taqm/tw/fpmi-2.aspx. Accessed 5 May 2015

  • Tam WW, Wong TW, Wong AH, Hui DS (2012) Effect of dust storm events on daily emergency admissions for respiratory diseases. Respirology 17:143–148

    Article  Google Scholar 

  • Tecer LH, Alagha O, Karaca F, Tuncel G, Eldes N (2008a) Particulate matter (PM2.5, PM10–2.5, and PM10) and children's hospital admissions for asthma and respiratory system diseases: A bidirectional case-crossover study. J Toxicol Env Hlth 71:512–520

    Article  CAS  Google Scholar 

  • Tecer LH, Süren P, Alagha O, Karaca F, Tuncel G (2008b) Effect of meteorological parameters on fine and coarse particulate matter mass concentration in a coal-mining area in Zonguldak, Turkey. J Air Waste Manage Assoc 58:543–552

    Article  CAS  Google Scholar 

  • Tsai SS, Chiu HF, Liou SH, Yang CY (2014) short-term effects of fine particulate air pollution on hospital admissions for respiratory diseases: a case-crossover study in a tropical city. J Toxicol Environ Health 77:1091–1101

    Article  CAS  Google Scholar 

  • Wilks DS (2011) Statistical methods in the atmospheric sciences, 3rd edn. Elsevier Inc, Oxford

    Google Scholar 

  • Yang CY, Chen YS, Chiu HF, Goggins WB (2005) Effects of Asian dust storm events on daily stroke admissions in Taipei, Taiwan. Environ Res 99:79–84

    Article  CAS  Google Scholar 

  • Yu N, Zhu YF, Xie XS, Yan CQ, Zhu T, Zheng M (2015) Characterization of ultrafine particles and other traffic related pollutants near roadways in Beijing. AAQR 15:1261–1269

    CAS  Google Scholar 

  • Zhao HJ, Che HZ, Zhang XY, Ma YJ, Wang YF, Wang H, Wang YQ (2013) Characteristics of visibility and particulate matter (PM) in an urban area of Northeast China. APR 4:427–434

    Article  Google Scholar 

Download references

Acknowledgments

The authors are grateful to the Taiwan EPA and CWB for providing PM and meteorological data. This study made use of data from the National Health Insurance Research Database, provided by the Bureau of National Health Insurance and the Department of Health and managed by the National Health Research Institutes (Registration numbers NHIRD-99-317, NHIRD-100-300 and NHIRD-102-012). The interpretation and conclusions contained herein do not represent the opinions or influence of the Bureau of National Health Insurance, Department of Health, or the National Health Research Institutes.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Li-Wei Lai.

Electronic Supplementary Material

ESM 1

(DOC 1961 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Lai, LW. Public health risks of prolonged fine particle events associated with stagnation and air quality index based on fine particle matter with a diameter <2.5 μm in the Kaoping region of Taiwan. Int J Biometeorol 60, 1907–1917 (2016). https://doi.org/10.1007/s00484-016-1177-0

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00484-016-1177-0

Keywords

Navigation