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Assessment of sampling designs to measure riverine fluxes from the Pearl River Delta, China to the South China Sea

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Abstract

The Pearl River Delta (PRD), located in South China and adjacent to the South China Sea, is comprised of a complicated hydrological system; therefore, it was a great challenge to sample adequately to measure fluxes of organic and inorganic materials to the coastal ocean. In this study, several sampling designs, including five-point (the number of sampling points along the river cross-section and three samples collected at the upper, middle, and bottom parts at each vertical line), three-point (at the middle and two other profiles), one-point (at the middle profile), and single-point (upper, middle, or bottom sub-sampling point at the middle profile) methods, were assessed using total organic carbon (TOC) and suspended particulate matter (SPM) as the measurables. Statistical analysis showed that the three- and five-point designs were consistent with one another for TOC measurements (p > 0.05). The three- and one-point sampling methods also yielded similar TOC results (95% of the differences within 10%). Single-point sampling yielded considerably larger errors than the three- and one-point designs, relative to the results from the five-point design, but sampling at the middle sub-point from the middle profile of a river achieved a relatively smaller error than sampling at the upper or bottom sub-point. Comparison of the sampling frequencies of 12 times a year, four times a year, and twice a year indicated that the frequency of twice a year was sufficient to acquire representative TOC data, but larger sample size and higher sampling frequency were deemed necessary to characterize SPM.

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References

  • Callahana, J., Dai, M., Chen, R. F., Li, X. L., Lu, Z. M., & Huang, W. (2004). Distribution of dissolved organic matter in the Pearl River Estuary, China. Marine Chemistry, 89, 211–224.

    Article  Google Scholar 

  • Cao, J. J., Lee, S. C., Ho, K. F., Zou, S. C., Fung, K., & Li, Y., et al. (2004). Spatial and seasonal variations of atmospheric organic carbon and elemental carbon in Pearl River Delta Region, China. Atmospheric Environment, 38, 4447–4456.

    Article  CAS  Google Scholar 

  • Chau, K. W. (2006). Persistent organic pollution characterization of sediments in Pearl River estuary. Chemosphere, 64, 1545–1549.

    Article  CAS  Google Scholar 

  • Chen, B., Duan, J. C., Mai, B. X., Luo, X. J., Yang, Q. S., & Sheng, G. Y., et al. (2006). Distribution of alkylphenols in the Pearl River Delta and adjacent northern South China Sea, China. Chemosphere, 63, 652–661.

    Article  CAS  Google Scholar 

  • Chen, J., & Gao, J. (1993). The Chinese total diet study in 1990. Part I. Chemical contaminants. AOAC International, 76, 1193–1205.

    CAS  Google Scholar 

  • Hunga, W., Tama, K., Leea, C., Chana, L., & Cheungb, C. (2005). Comparison of driving characteristics in cities of Pearl River Delta, China. Atmospheric Environment, 39, 615–625.

    Article  Google Scholar 

  • Leecaster, M. K., Schiff, K., & Tiefenthaler, L. L. (2002). Assessment of efficient sampling designs for urban stormwater monitoring. Water Research, 36, 1556–1564.

    Article  CAS  Google Scholar 

  • Ma, Q. G. (2004). Applied statistics. Beijing: Science Press.

    Google Scholar 

  • Ma, Q. J., Hu, M., Zhu, T., Liu, L., & Dai, M. H. (2005). Seawater, atmospheric dimethylsulfide and aerosol ions in the Pearl River Estuary and the adjacent northern South China Sea. Journal of Sea Research, 53, 131–145.

    Article  CAS  Google Scholar 

  • Mai, B. X., Chen, S. J., Luo, X. J., Chen, L. G., Yang, Q. S., & Sheng, G. Y., et al. (2005a). Distribution of polybrominated diphenyl ethers in sediments of the Pearl River Delta and adjacent South China Sea. Environmental Science and Technology, 39, 3521–3527.

    Article  CAS  Google Scholar 

  • Mai, B. X., Zeng, E. Y., Luo, X. J., Yang, Q. S., Zhang, G., & Li, X. D., et al. (2005b). Abundances, depositional fluxes, and homologue patterns of polychlorinated biphenyls in dated sediment cores from the Pearl River Delta, China. Environmental Science and Technology, 39, 49–56.

    Article  CAS  Google Scholar 

  • Ye, Z., Zhang, G., Zou, S., Li, J., Qi, S., & Liu, G. (2005). Dry and wet depositions of atmospheric PAHs in the Pearl River Delta region. Acta Scientiarum Naturalium Universitatis Sunyatseni, 44, 49–52 (in Chinese).

    CAS  Google Scholar 

  • Yeh, A. G., & Li, X. (1999). Economic development and agriculture land loss in Pearl River Delta, China. Habitat Internatioanl, 23, 373–390.

    Article  Google Scholar 

  • Zhang, Z., Dai, M., Hong, H., Zhou, J. L., & Yu, G. (2002b). Dissolved insecticides and polychlorinated biphenyls in the Pearl River Delta Estuary and South China Sea. Journal of Environmental Monitoring, 4, 922–928.

    Article  CAS  Google Scholar 

  • Zhang, G., Min, Y. S., Mai, B. X., Sheng, G. Y., Fu, J. M., & Wang, Z. S. (1999). Time trend of BHCs and DDTs in a sedimentary core in Macao Estuary, southern China. Marine Pollution Bulletin, 39, 326–330.

    Article  CAS  Google Scholar 

  • Zhang, G., Parker, A., House, A., Mai, B., Li, X., Kang, Y., & Wang, Z. (2002a). Sedimentary records of DDT and HCH in the Pearl River Delta, South China. Environmental Science and Technology, 36, 3671–3677.

    Article  CAS  Google Scholar 

  • Zhao, H. T. (1990). Evolvement of the Pearl River Estuary. Beijing: China Ocean Press.

    Google Scholar 

  • Zheng, M. H., Chu, S. G., Sheng, G. Y., Min, Y. S., Bao, Z. C., & Xu, X. B. (2001). Polychlorinated dibenzo-p-dioxins and dibenzofurans in surface sediments from Pearl River Delta in China. Bulletin of Environmental Contamination and Toxicolgy, 66, 504–507.

    Article  CAS  Google Scholar 

  • Zheng, G. J., Martin, M., Richardson, B. J., Yu, H., Liu, Y., & Zhou, C., et al. (2004). Concentrations of polybrominated diphenyl ethers (PBDEs) in Pearl River Delta sediments. Marine Pollution Bulletin, 49, 514–524.

    Article  Google Scholar 

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Correspondence to Xian-Lin Luo.

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Ni, HG., Lu, FH., Luo, XL. et al. Assessment of sampling designs to measure riverine fluxes from the Pearl River Delta, China to the South China Sea. Environ Monit Assess 143, 291–301 (2008). https://doi.org/10.1007/s10661-007-9982-x

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  • DOI: https://doi.org/10.1007/s10661-007-9982-x

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