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Advances in Meteorology
Volume 2017, Article ID 9156737, 11 pages
https://doi.org/10.1155/2017/9156737
Research Article

Temporal and Spatial Evolution Features of Precipitable Water in China during a Recent 65-Year Period (1951–2015)

1College of Meteorological Observation, Chengdu University of Information Technology, Chengdu 610225, China
2Key Laboratory of Atmospheric Sounding, China Meteorological Administration, Chengdu 610225, China

Correspondence should be addressed to Hao Wang; nc.ude.tiuc@hw

Received 16 November 2016; Revised 24 February 2017; Accepted 14 March 2017; Published 26 March 2017

Academic Editor: Anthony R. Lupo

Copyright © 2017 Hao Wang and Jianxin He. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. T. Zhao, K. Tu, Z. Yan et al., “Advances of atmospheric water vapor change and its feedback effect,” Advances in Climate Change Research, vol. 9, no. 2, pp. 79–88, 2013 (Chinese). View at Google Scholar
  2. H. Wang, G. Chen, H. Lei, Y. Wang, and S. Tang, “Improving the predictability of severe convective weather processes by using wind vectors and potential temperature changes: a case study of a severe thunderstorm,” Advances in Meteorology, vol. 2016, Article ID 8320189, 2016. View at Publisher · View at Google Scholar · View at Scopus
  3. B. Fontaine, P. Roucou, and S. Trzaska, “Atmospheric water cycle and moisture fluxes in the West African monsoon: mean annual cycles and relationship using NCEP/NCAR reanalysis,” Geophysical Research Letters, vol. 30, no. 3, pp. 101029–101032, 2003. View at Google Scholar · View at Scopus
  4. H. Wang, M. Wei, G. Li, S. Zhou, and Q. Zeng, “Analysis of precipitable water vapor from GPS measurements in Chengdu region: distribution and evolution characteristics in autumn,” Advances in Space Research, vol. 52, no. 4, pp. 656–667, 2013. View at Publisher · View at Google Scholar · View at Scopus
  5. S. Xu, “Water vapor transfer and water balance over the eastern China,” Acta Meteor. Sinica, vol. 29, no. 1, pp. 33–43, 1958 (Chinese). View at Google Scholar
  6. C. Reitan, “Distribution of PW vapor over the continental United States,” Bulletin of the American Meteorological Society, vol. 41, no. 2, pp. 79–87, 1960. View at Google Scholar
  7. J. K. Bannon, A. G. Matthewman, and R. Murray, “The flux of water vapour due to the mean winds and the convergence of this flux over the Northern Hemisphere in January and July,” Quarterly Journal of the Royal Meteorological Society, vol. 87, no. 374, pp. 502–512, 1961. View at Publisher · View at Google Scholar · View at Scopus
  8. B. Wu, “The average PW vapor over China,” Journal of Nanjing University (Natural Sciences), vol. 6, pp. 43–48, 1959 (Chinese). View at Google Scholar
  9. S. Zheng and D. Yang, “Distribution of precipitable water vapor over China,” Acta Geographica Sinica, vol. 28, no. 2, pp. 124–136, 1962 (Chinese). View at Google Scholar
  10. Y. Wu and J. Shen, “The moisture content and it's transportation in spring over China and their correlation with the precipitation in north China,” Journal of Beijing Normal University, vol. 3-4, pp. 123–129, 1980 (Chinese). View at Google Scholar
  11. J. Zhou and H. Liu, “The basic features of distribution of water vapor content and their controlling factors in China,” Acta Oceanologica Sinica, vol. 36, no. 4, pp. 377–391, 1981 (Chinese). View at Google Scholar
  12. P. Zhai and R. E. Eskridge, “Atmospheric water vapor over China,” Journal of Climate, vol. 10, no. 10, pp. 2643–2652, 1997. View at Publisher · View at Google Scholar · View at Scopus
  13. J. Askne and H. Nordius, “Estimation of tropospheric delay for microwaves from surface weather data,” Radio Science, vol. 22, no. 3, pp. 379–386, 1987. View at Publisher · View at Google Scholar · View at Scopus
  14. M. Bevis, S. Businger, T. A. Herring, C. Rocken, R. A. Anthes, and R. H. Ware, “GPS meteorology: remote sensing of atmospheric water vapor using the global positioning system,” Journal of Geophysical Research, vol. 97, no. 14, pp. 15–801, 1992. View at Google Scholar · View at Scopus
  15. C. Rocken, R. Ware, T. Van Hove et al., “Sensing atmospheric water vapor with the global positioning system,” Geophysical Research Letters, vol. 20, no. 23, pp. 2631–2634, 1993. View at Publisher · View at Google Scholar · View at Scopus
  16. J. Braun, C. Rocken, and R. Ware, “Validation of line-of-sight water vapor measurements with GPS,” Radio Science, vol. 36, no. 3, pp. 459–472, 2001. View at Publisher · View at Google Scholar · View at Scopus
  17. L. P. Gradinarsky and P. Jarlemark, “Ground-based GPS tomography of water vapor: analysis of simulated and real data,” Journal of the Meteorological Society of Japan, vol. 82, no. 1, pp. 551–560, 2004. View at Publisher · View at Google Scholar · View at Scopus
  18. H. Wang, J. He, M. Wei, and Z. Zhang, “Synthesis analysis of one severe convection precipitation event in jiangsu using ground-based GPS technology,” Atmosphere, vol. 6, no. 7, pp. 908–927, 2015. View at Publisher · View at Google Scholar
  19. H. Liang, Y. Cao, X. Wan, Z. Xu, H. Wang, and H. Hu, “Meteorological applications of precipitable water vapor measurements retrieved by the national GNSS network of China,” Geodesy and Geodynamics, vol. 6, no. 2, pp. 135–142, 2015. View at Publisher · View at Google Scholar
  20. H. Wang, D. Wang, and G. Li, “A method of inserting and mending for the GPS precipitable water vapor,” in Proceedings of the 2nd International Conference on Multimedia Technology (ICMT 11), pp. 3350–3353, July 2011. View at Publisher · View at Google Scholar · View at Scopus
  21. J. Peng, Y. Shirong, C. Dezhong et al., “Retrieving PW Vapor data using gps zenith delays and global reanalysis data in China,” Remote Sensing, vol. 8, no. 389, pp. 1–21, 2016. View at Google Scholar
  22. D. N. Whiteman, S. H. Melfi, and R. A. Ferrare, “Raman lidar system for the measurement of water vapor and aerosols in the earth’s atmosphere,” Applied Optics, vol. 31, no. 16, pp. 3068–3082, 1992. View at Publisher · View at Google Scholar · View at Scopus
  23. K. J. Thome, B. M. Herman, and J. A. Reagan, “Determination of precipitable water from solar transmission,” Journal of Applied Meteorology, vol. 31, no. 2, pp. 157–165, 1992. View at Publisher · View at Google Scholar · View at Scopus
  24. F. Solheim, J. R. Godwin, E. R. Westwater et al., “Radiometric profiling of temperature, water vapor and cloud liquid water using various inversion methods,” Radio Science, vol. 33, no. 2, pp. 393–404, 1998. View at Publisher · View at Google Scholar · View at Scopus
  25. P. Salio, M. P. Hobouchian, Y. García Skabar, and D. Vila, “Evaluation of high-resolution satellite precipitation estimates over southern South America using a dense rain gauge network,” Atmospheric Research, vol. 163, pp. 146–161, 2015. View at Publisher · View at Google Scholar · View at Scopus
  26. S. Prakash, A. K. Mitra, D. S. Pai, and A. AghaKouchak, “From TRMM to GPM: how well can heavy rainfall be detected from space?” Advances in Water Resources, vol. 88, pp. 1–7, 2016. View at Publisher · View at Google Scholar · View at Scopus
  27. E. Kalnay, M. Kanamitsu, R. Kistler et al., “The NCEP/NCAR 40-year reanalysis project,” Bulletin of the American Meteorological Society, vol. 77, no. 3, pp. 437–471, 1996. View at Publisher · View at Google Scholar · View at Scopus
  28. S. Vey, R. Dietrich, A. Rülke, M. Fritsche, P. Steigenberger, and M. Rothacher, “Validation of precipitable water vapor within the NCEP/DOE reanalysis using global GPS observations from one decade,” Journal of Climate, vol. 23, no. 7, pp. 1675–1695, 2010. View at Publisher · View at Google Scholar · View at Scopus
  29. H. Wang, M. Wei, and S. H. Zhou, “A feasibility study for the construction of an atmospheric precipitable water vapor model based on the neural network technology,” Desalination and Water Treatment, vol. 52, no. 37-39, pp. 7412–7421, 2014. View at Publisher · View at Google Scholar · View at Scopus
  30. T. Zhao, J. Wang, and A. Dai, “Evaluation of atmospheric precipitable water from reanalysis products using homogenized radiosonde observations over China,” Journal of Geophysical Research: Atmospheres, vol. 120, no. 20, pp. 10703–10727, 2015. View at Publisher · View at Google Scholar · View at Scopus
  31. Q. Chen, S. Song, S. Heise, Y.-A. Liou, W. Zhu, and J. Zhao, “Assessment of ZTD derived from ECMWF/NCEP data with GPS ZTD over China,” GPS Solutions, vol. 15, no. 4, pp. 415–425, 2011. View at Publisher · View at Google Scholar · View at Scopus
  32. D. Liu, X. Qiu, L. Shi et al., “Estimation of PW in China with NCEP data and its spatio-temporal distribution,” Journal of NUIST (Natural Science Edition), vol. 5, no. 2, pp. 113–119, 2013. View at Google Scholar
  33. P. Xie and P. A. Arkin, “Analyses of global monthly precipitation using gauge observations, satellite estimates, and numerical model predictions,” Journal of Climate, vol. 9, no. 4, pp. 840–858, 1996. View at Publisher · View at Google Scholar · View at Scopus
  34. P. Xie and P. A. Arkin, “Global precipitation: a 17-year monthly analysis based on gauge observations, satellite estimates, and numerical model outputs,” Bulletin of the American Meteorological Society, vol. 78, no. 11, pp. 2539–2558, 1997. View at Publisher · View at Google Scholar · View at Scopus
  35. I. I. Zveryaev and P.-S. Chu, “Recent climate changes in PW vapor in the global tropics as revealed in National Centers for Environmental Prediction/National Center for Atmospheric Research reanalysis,” Journal of Geophysical Research, vol. 108, p. 4311, 2003. View at Google Scholar
  36. C.-J. Ni, S.-J. Wang, and P. Cui, “Projection pursuit dynamic cluster model and its application in groundwater classification,” Journal of Sichuan University (Engineering Science Edition), vol. 38, no. 6, pp. 29–33, 2006 (Chinese). View at Google Scholar · View at Scopus
  37. K. Pearson, “On lines and planes of closest fit to systems of points in space,” Philosophical Magazine, vol. 2, pp. 559–572, 1901. View at Google Scholar
  38. H. B. Mann, “Non-parametric tests against trend,” Econometrica, vol. 13, no. 3, pp. 245–259, 1945. View at Publisher · View at Google Scholar
  39. M. Kendall, Rank Correlation Methods, Charles Griffin, London, UK, 4th edition, 1975.
  40. C. Xingxin and C. Min, Statistical Calculating Method, Peking University Press, Beijing, China, 1989 (Chinese).
  41. B. Xie, Q. Zhang, and Y. Ying, “Trends in precipitable water and relative humidity in China: 1979–2005,” Journal of Applied Meteorology and Climatology, vol. 50, no. 10, pp. 1985–1994, 2011. View at Publisher · View at Google Scholar · View at Scopus
  42. M. S. Wong, X. Jin, Z. Liu, J. Nichol, and P. W. Chan, “Multi-sensors study of precipitable water vapour over mainland China,” International Journal of Climatology, vol. 35, no. 10, pp. 3146–3159, 2015. View at Publisher · View at Google Scholar · View at Scopus
  43. G. Wu, J. Chou, Y. Liu et al., “Review and prospect of the study on the subtropical anticyclone,” Journal of the Atmospheric Sciences, vol. 27, no. 4, pp. 503–517, 2003. View at Google Scholar
  44. T. Zhao, A. Dai, and J. Wang, “Trends in tropospheric humidity from 1970 to 2008 over china from a homogenized radiosonde dataset,” Journal of Climate, vol. 25, no. 13, pp. 4549–4567, 2012. View at Publisher · View at Google Scholar · View at Scopus
  45. D. Gellens, “Trend and correlation analysis of k-day extreme precipitation over Belgium,” Theoretical and Applied Climatology, vol. 66, no. 1-2, pp. 117–129, 2000. View at Publisher · View at Google Scholar · View at Scopus
  46. Z. L. Li, Z. X. Xu, J. Y. Li, and Z. J. Li, “Shift trend and step changes for runoff time series in the Shiyang River basin, northwest China,” Hydrological Processes, vol. 22, no. 23, pp. 4639–4646, 2008. View at Publisher · View at Google Scholar · View at Scopus
  47. T. Zhao, “Correlation between atmospheric water vapor and diurnal temperature range over China,” Atmospheric and Oceanic Science Letters, vol. 7, no. 4, pp. 369–379, 2015. View at Publisher · View at Google Scholar
  48. V. C. Klema and A. J. Laub, “The singular value decomposition: its computation and some applications,” IEEE Transactions on Automatic Control, vol. 25, no. 2, pp. 164–176, 1980. View at Publisher · View at Google Scholar · View at Scopus
  49. Y. Ding and Z. Jiang, “Generality of singular valued composition in diagnostic analysis of meteorological field,” Acta Mechanica Sinica, vol. 54, no. 3, pp. 365–372, 1996 (Chinese). View at Google Scholar
  50. M. S. J. Harrison, “Rainfall and precipitable water relationsmps over the central interior of South Africa,” South African Geographical Journal, vol. 70, no. 2, pp. 100–111, 1988. View at Publisher · View at Google Scholar · View at Scopus