Abstract
China Meteorological Administration (CMA) recently released its 40-yr (1979–2018) global Chinese reanalysis (CRA-40) dataset. To assess performance of the CRA-40 data in quantifying the regional water cycle, contributions of local and remote atmospheric moisture fluxes to precipitation in East China derived from CRA-40 are compared with those derived from the ECMWF reanalysis version 5 (ERA-5). Observed precipitation and evaporation data are also used for validation. As for mean precipitation, CRA-40 matches the observation better in winter and spring than in summer, with a larger wet bias (1.41 mm day−1) in summer than that in ERA-5 (0.97 mm day−1), particularly over South China. The conservation of atmospheric water vapor over East China measured by CRA-40 is comparable to that of ERA-5. Both reanalyses show a dominant role of the remote moisture transport in the East China precipitation. In comparison, the annual precipitation induced by the moisture influx from the west of the study domain in CRA-40 is 80 mm less than that in ERA-5. The recycling ratio of annual mean precipitation in CRA-40 is approximately 21.1%, slightly larger than that in ERA-5 (20.1%). The maximum difference of each hydrological component between the two datasets appears in the summer horizontal moisture influx (3.57 × 107 kg s−1; ERA-5 is larger) and winter runoff (1.84 × 107 kg s−1; CRA-40 is larger). CRA-40 shows better performance than ERA-5 in capturing the interannual variability of precipitation over East China, as evinced by a higher correlation coefficient with the observation (0.77 versus 0.33). The trend of summer precipitation since 2011 is better reproduced in CRA-40. Both reanalyses show prominent contribution of the southern moisture influx to the interannual variation of precipitation. This study demonstrates the reliability of CRA-40 in representing the hydrological cycle over East China and provides a useful reference for future application of CRA-40 in water cycle studies.
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References
Brubaker, K. L., D. Entekhabi, and P. S. Eagleson, 1993: Estimation of continental precipitation recycling. J. Climate, 6, 1077–1089, doi: https://doi.org/10.1175/1520-0442(1993)006<1077:EOCPR>2.0.CO;2.
Chen, X. L., W. J. Massman, and Z. B. Su, 2019: A column canopy-air turbulent diffusion method for different canopy structures. J. Geophys. Res. Atmos., 124, 488–506, doi: https://doi.org/10.1029/2018JD028883.
Dee, D. P., S. M. Uppala, A. J. Simmons, et al., 2011: The ERA-interim reanalysis: configuration and performance of the data assimilation system. Quart. J. Roy. Meteor. Soc., 137, 553–597, doi: https://doi.org/10.1002/qj.828.
Ding, Y. H., and J. C. L. Chan, 2005: The East Asian summer monsoon: an overview. Meteor. Atmos. Phys., 89, 117–142, doi: https://doi.org/10.1007/s00703-005-0125-z.
Gimeno, L., A. Drumond, R. Nieto, et al., 2010: On the origin of continental precipitation. Geophys. Res. Lett., 37, L13804, doi: https://doi.org/10.1029/2010GL043712.
Guo, L., N. P. Klingaman, M. E. Demory, et al., 2018: The contributions of local and remote atmospheric moisture fluxes to East Asian precipitation and its variability. Climate Dyn., 51, 4139–4156, doi: https://doi.org/10.1007/s00382-017-4064-4.
Guo, Y. P., and C. H. Wang, 2014: Trends in precipitation recycling over the Qinghai-Xizang Plateau in last decades. J. Hydrol., 517, 826–835, doi: https://doi.org/10.1016/j.jhydrol.2014.06.006.
Hersbach, H., B. Bell, P. Berrisford, et al., 2019: Global reanalysis: goodbye ERA-interim, hello ERA5. ECMWF News Letter, 159, 17–24, doi: https://doi.org/10.21957/vf291hehd7.
Hua, L. J., L. H. Zhong, and Z. J. Ke, 2017: Characteristics of the precipitation recycling ratio and its relationship with regional precipitation in China. Theor. Appl. Climatol., 127, 513–531, doi: https://doi.org/10.1007/s00704-015-1645-1.
Huang, R. H., G. Huang, and Z. G. Wei, 2004: Climate variations of the summer monsoon over China. East Asian Monsoon, C. P. Chang, Ed., World Scientific, Hackensack, USA, 213–268, doi: https://doi.org/10.1142/9789812701411_0006.
Kurita, N., A. Numaguti, A. Sugimoto, et al., 2003: Relationship between the variation of isotopic ratios and the source of summer precipitation in eastern Siberia. J. Geophys. Res. Atmos., 108, 4339, doi: https://doi.org/10.1029/2001JD001359.
Li, C. X., T. B. Zhao, C. X. Shi, et al., 2020: Evaluation of daily precipitation product in China from the CMA global atmospheric interim reanalysis. J. Meteor. Res., 34, 117–136, doi: https://doi.org/10.1007/s13351-020-8196-9.
Liang, P., J. H. He, L. X. Chen, et al., 2007: Anomalous mositure sources for the severe precipitation over North China during summer. Plateau Meteor., 26, 460–465, doi: https://doi.org/10.3321/j.issn:1000-0534.2007.03.004. (in Chinese)
Liang, X., L. P. Jiang, Y. Pan, et al., 2020: A 10-yr global land surface reanalysis interim dataset (CRA-Interim/Land): Implementation and preliminary evaluation. J. Meteor. Res., 34, 101–116, doi: https://doi.org/10.1007/s13351-020-9083-0.
Liu, Y. S., Z. S. Yang, Y. H. Huang, et al., 2018: Spatiotemporal evolution and driving factors of China’s flash flood disasters since 1949. Sci. China Earth Sci., 61, 1804–1817, doi: https://doi.org/10.1007/s11430-017-9238-7.
Rienecker, M. M., M. J. Suarez, R. Gelaro, et al., 2011: MERRA: NASA’s Modern-Era Retrospective Analysis for Research and Applications. J. Climate, 24, 3624–3648, doi: https://doi.org/10.1175/JCLI-D-11-00015.1.
Simmonds, I., D. H. Bi, and P. Hope, 1999: Atmospheric water vapor flux and its association with rainfall over China in summer. J. Climate, 12, 1353–1367, doi: https://doi.org/10.1175/1520-0442(1999)012<1353:awvfai>2.0.co;2.
Sodemann, H., C. Schwierz, and H. Wernli, 2008: Interannual variability of Greenland winter precipitation sources: Lagrangian moisture diagnostic and North Atlantic Oscillation influence. J. Geophys. Res. Atmos., 113, D03107, doi: https://doi.org/10.1029/2007JD008503.
Trenberth, K. E., and C. J. Guillemot, 1998: Evaluation of the atmospheric moisture and hydrological cycle in the NCEP/NCAR reanalyses. Climate Dyn., 14, 213–231, doi: https://doi.org/10.1007/s003820050219.
Trenberth, K. E., J. T. Fasullo, and J. Mackaro, 2011: Atmospheric moisture transports from ocean to land and global energy flows in reanalyses. J. Climate, 24, 4907–4924, doi: https://doi.org/10.1175/2011JCLI4171.1.
Wei, J. F., P. A. Dirmeyer, M. G. Bosilovich, et al., 2012: Water vapor sources for Yangtze River Valley rainfall: Climatology, variability, and implications for rainfall forecasting. J. Geophys. Res. Atmos., 117, D05126, doi: https://doi.org/10.1029/2011JD016902.
Wu, J., and X. J. Gao, 2013: A gridded daily observation dataset over China region and comparison with the other datasets. Chinese J. Geophys., 56, 1102–1111. (in Chinese)
Yao, J. Q., Y. N. Chen, Y. Zhao, et al., 2020: Climatic and associated atmospheric water cycle changes over the Xinjiang, China. J. Hydrol., 585, 124823, doi: https://doi.org/10.1016/j.jhydrol.2020.124823.
Zhang, C., Q. H. Tang, and D. L. Chen, 2017: Recent changes in the moisture source of precipitation over the Tibetan Plateau. J. Climate, 30, 1807–1819, doi: https://doi.org/10.1175/JCLI-D-15-0842.1.
Zhang, L. X., and T. J. Zhou, 2015: Drought over East Asia: A review. J. Climate, 28, 3375–3399, doi: https://doi.org/10.1175/JCLI-D-14-00259.1.
Zhao, B., B. Zhang, C. X. Shi, et al., 2019: Comparison of the global energy cycle between Chinese reanalysis interim and ECMWF reanalysis. J. Meteor. Res., 33, 563–575, doi: https://doi.org/10.1007/s13351-019-8129-7.
Zhou, T. J., and R. C. Yu, 2005: Atmospheric water vapor transport associated with typical anomalous summer rainfall patterns in China. J. Geophys. Res. Atmos., 110, D08104, doi: https://doi.org/10.1029/2004JD005413.
Zhou, T. J., L. X. Zhang, and H. M. Li, 2008: Changes in global land monsoon area and total rainfall accumulation over the last half century. Geophys. Res. Lett., 35, L16707, doi: https://doi.org/10.1029/2008GL034881.
Zhao, T. T. G., J. S. Zhao, H. C. Hu, et al., 2016: Source of atmospheric moisture and precipitation over China’s major river basins. Front. Earth Sci., 10, 159–170, doi: https://doi.org/10.1007/s11707-015-0497-4.
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Supported by the National Natural Science Foundation of China (41675076), Program of International S&T Cooperation of Chinese Academy of Sciences (2018YFE0196000), and Innovative Team Project of Lanzhou Institute of Arid Meteorology (GHSCXTD-2020-2).
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Zhao, D., Zhang, L., Zhou, T. et al. Contributions of Local and Remote Atmospheric Moisture Fluxes to East China Precipitation Estimated from CRA-40 Reanalysis. J Meteorol Res 35, 32–45 (2021). https://doi.org/10.1007/s13351-021-0083-5
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DOI: https://doi.org/10.1007/s13351-021-0083-5