Abstract
A dynamic recycling model (DRM) with an analytical moisture trajectory tracking method, together with Japan Meteorological Agency 25-year reanalysis data, is used to study the regional precipitation recycling process across China, by calculating the regional recycling ratio (ρ r ) at the daily time scale during 1979–2010. The distribution of ρ r shows that, in western China, especially the Tibetan Plateau and its surrounding areas, precipitation is strongly dependent on the recycling process associated with regional evaporation. In Southeast China, however, the contribution from the recycling processes is much smaller due to the influence of the summer monsoon. A precipitation threshold value of about 4 mm/day is obtained from detailed analysis of both extreme and all-range ρ r years. According to this threshold, China is classified into three types of sub-regions: low-precipitation sub-regions (mainly in the northwest), high-precipitation sub-regions (mainly in the south), and medium-precipitation sub-regions (mainly in the northeast). It is found that ρ r correlates positively with precipitation, as well as convective precipitation (P CP) and large-scale precipitation (P LP) in the low-precipitation sub-regions. However, negative ρ r ∼ P LP correlations are found in the high-precipitation sub-regions and nonsignificant correlations exist in the medium-precipitation sub-regions. As P CP is mainly locally generated due to mid-latitude mesoscale systems and the cumulus parameterization used in producing the reanalysis, the recycling ratio positively correlates to the ratio P CP/P LP in almost all sub-regions, particularly in the Tibetan Plateau and its surrounding areas. The correlation between radiation flux and ρ r suggests more net radiation supports more evaporation and higher ρ r , especially in the high-precipitation sub-regions. The influence of clouds on shortwave radiation is crucial, since evaporation is suppressed when the amount of cloudiness increases, especially in the high-precipitation sub-regions. Together with the consideration of soil moisture, it can be inferred that limited soil moisture inhibits evaporation in the low-precipitation sub-regions, while the energy or radiation is the dominant factor controlling evaporation in the high-precipitation sub-regions.
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References
Aonashi K, Kuma K, Matsushita Y (1997) A physical initialization method for the economical prognostic Arakawa-Schubert scheme. J Meteorol Soc Jpn 75(2):597–618
Asharaf S, Dobler A, Ahrens B (2012) Soil moisture–precipitation feedback processes in the Indian summer monsoon season. J Hydrometeor 13:1461–1474. doi:10.1175/JHM-D-12-06.1
Bisselink B, Dolman AJ (2008) Precipitation recycling: moisture sources over Europe using ERA-40 data. J Hydrometeor 9:1073–1083. doi:10.1175/2008JHM962.1
Blanke B, Raynaud S (1997) Kinematics of the pacific equatorial undercurrent: an Eulerian and Lagrangian approach from GCM results. J Phys Oceanogr 27:1038–1053
Bosilovich MG, Chen J, Robertson FR, Adler RF (2008) Evaluation of global precipitation in reanalyses. J Appl Meteorol Climatol 47:2279–2299. doi:10.1175/2008JAMC1921.1
Bosilovich MG, Robertson FR, Chen J (2011) Global energy and water budgets in MERRA. J Climate 24:5721–5739. doi:10.1175/2011JCLI4175.1
Bosilovich MG, Schubert SD (2001) Precipitation recycling over the central United States diagnosed from the GEOS-1 Data Assimilation System. J Hydrometeor 2:26–35
Brubaker KL, Dirmeyer PA, Sudradjat A, Levy BS, Bernal F (2001) A 36-yr climatological description of the evaporative sources of warm-season precipitation in the Mississippi River Basin. J Hydrometeor 2:537–557
Brubaker KL, Entekhabi D, Eagleson PS (1993) Estimation of continental precipitation recycling. J Climate 6:1077–1089
Budyko MI, Drozdov OA (1953) Zakonomernosti vlagooborota v atmosfere (Regularities of the hydrologic cycle in the atmosphere). Izv Akad Nauk SSSR Ser Geogr 4:5–14
Budyko MI, Miller DH (1974) Climate and life. Academic Press New York, London, p 507
Danielsen EF (1961) Trajectories: isobaric, isentropic and actual. J Meteor 18:470–486
Dirmeyer PA, Brubaker KL (1999) Contrasting evaporative moisture sources during the drought of 1988 and the flood of 1993. J Geophys Res 104(D16):19383–19397
Dirmeyer PA, Brubaker KL (2007) Characterization of the global hydrologic cycle from a back-trajectory analysis of atmospheric water vapor. J Hydrometeor 8:20–37. doi:10.1175/JHM557.1
Dirmeyer PA, Schlosser CA, Brubaker KL (2009) Precipitation, recycling, and land memory: an integrated analysis. J Hydrometeor 10:278–288. doi:10.1175/2008JHM1016.1
Dominguez F, Kumar P, Liang X, Ting M (2006) Impact of atmospheric moisture storage on precipitation recycling. J Climate 19:1513–1530
Dominguez F, Kumar P (2008) Precipitation recycling variability and ecoclimatological stability—a study using NARR data. Part I: Central US Plains ecoregion. J Climate 21:5165–5186. doi:10.1175/2008JCLI1756.1
Dominguez F, Kumar P, Vivoni ER (2008) Precipitation recycling variability and ecoclimatological stability—a study using NARR data. Part II: North American Monsoon Region. J Climate 21:5187–5203. doi:10.1175/2008JCLI1760.1
Donner LJ, Seman CJ, Hemler RS, Fan S (2001) A cumulus parameterization including mass fluxes, convective vertical velocities, and mesoscale effects: thermodynamic and hydrological aspects in a general circulation model. J Climate 14:3444–3463
Döös K, Engqvist A (2007) Assessment of water exchange between a discharge region and the open sea—a comparison of different methodological concepts. Estuar Coast Shelf Sci 74:709–721. doi:10.1016/j.ecss.2007.05.022
Draper C, Mills G (2008) The atmospheric water balance over the semiarid Murray–Darling River basin. J Hydrometeor 9:521–534. doi:10.1175/2007JHM889.1
Eltahir EAB (1998) A soil moisture–rainfall feedback mechanism 1. Theory and observations. Water Resour Res 34(4):765–776
Eltahir EAB, Bras RL (1994) Precipitation recycling in the Amazon basin. Q J Roy Meteorol Soc 120:861–880
Eltahir EAB, Bras RL (1996) Precipitation recycling. Rev Geophys 34:367–378
Fu X, Xu XD, Kang HW (2006) Research on precipitation recycling during Meiyu season over middle-lower reaches of Changjiang River in 1998. Meteorol Sci Technol 34(4):394–399 (in Chinese)
Gimeno L, Stohl A, Trigo RM, Dominguez F, Yoshimura K, Yu L, Drumond A, Durán-Quesada AM, Nieto R (2012) Oceanic and terrestrial sources of continental precipitation. Rev Geophys 50:RG4003. doi:10.1029/2012RG000389
Harding KJ, Snyder PK (2012) Modeling the atmospheric response to in the Great Plains. Part II: the precipitation of irrigated water and changes in precipitation recycling. J Hydrometeor 13:1687–1703. doi:10.1175/JHM-D-11-099.1
Houze RA (1989) Observed structure of mesoscale convective systems and implications for large-scale heating. Q J Roy Meteorol Soc 115:425–461
Joussaume S, Jouzel J, Sadourny R (1984) A general circulation model of water isotope cycles in the atmosphere. Nature 311:24–29
Kang HW, Gu XQ, Fu X, Xu XD (2005) Precipitation recycling over the Northern China. J Appl Meteorol Sci 16(2):139–147 (in Chinese)
Kjellsson J, Döös K (2012) Lagrangian decomposition of the Hadley and Ferrel cells. Geophys Res Lett 39:L15807. doi:10.1029/2012GL052420
Koster R et al (2004) Regions of strong coupling between soil moisture and precipitation. Science 305:1138–1140
Koster R, Jouzel J, Souzzo R, Russel G, Rind D, Eagleson PS (1986) Global sources of local precipitation as determined by the NASA/GISS GCM. Geophys Res Lett 13:121–124. doi:10.1029/GL013i002p00121
Kurita N, Yoshida N, Inoue G, Chayanova EA (2004) Modern isotope climatology of Russia: a first assessment. J Geophys Res 109:D03102. doi:10.1029/2003JD003404
Liu JR, Song XF, Yuan GF, Sun XM, Liu X, Wang ZM, Wang SQ (2008) Stable isotopes of summer monsoonal precipitation in southern China and the moisture sources evidence from δ18O signature. J Geogr Sci 18:155–165
Liu ZF, Tian LD, Yao TD, Gong TL, Yin CL (2007) Influence of moisture transport on stable isotope in precipitation in Yarlungzangbo River basin. Adv Earth Sci 22:842–850 (in Chinese)
Ma ZG, Fu CB (2005) Decadal variations of arid and semi-arid boundary in China. Chin J Geophys 48:519–525 (in Chinese)
Merrill JT, Bleck R, Boudra D (1986) Techniques of Lagrangian trajectory analysis in isentropic coordinates. Mon Weather Rev 114:571–581
Nakaegwa T (2008) Reproducibility of the seasonal cycles of land-surface hydrological variables in Japanese 25-year reanalysis. Hydrol Res Lett 2:56–60
Nilsson JAU, Döös K, Ruti P, Artale V, Coward A, Brodeau L (2013) Observed and modeled global ocean turbulence regimes as deduced from surface trajectory data. J Phys Oceanogr 43:2249–2269
Numaguti A (1999) Origin and recycling processes of precipitation water over the Eurasian continent: experiments using an atmospheric general circulation model. J Geophys Res 104:1957–1972
Onogi K et al (2005) JRA-25: Japanese 25-year re-analysis project—progress and status. Q J Roy Meteorol Soc 131:3259–3268
Onogi K et al (2007) The JRA-25 reanalysis. J Meteorol Soc Jpn 85:369–432
Pan Z, Takle E, Segal M, Turner R (1996) Influences of model parameterization schemes on the response of rainfall to soil moisture in the central United States. Mon Weather Rev 124:1786–1802
Rasmusson EM (1968) Atmospheric water vapor transport and the water balance of North America. II. Large-scale water balance investigations. Mon Weather Rev 96:720–734
Risi C, Bony S, Vimeux F, Frankenberg C, Noone D, Worden J (2010) Understanding the Sahelian water budget through the isotopic composition of water vapor and precipitation. J Geophys Rev 115:D24110. doi:10.1029/2010JD014690
Saito M, Ito A, Maksyutov S (2011) Evaluation of biases in JRA-25/JCDAS precipitation and their impact on the global terrestrial carbon balance. J Climate 24:4109–4125. doi:10.1175/2011JCLI3918.1
Salati E, Olio AD, Matsui E, Gat JR (1979) Recycling of water in the Amazon basin: an isotopic study. Water Resour Res 15:1250–1258
Salati E, Vose PB (1984) Amazon basin: a system in equilibrium. Science 225:129–138
Schär C, Lüthi D, Beyerle U, Heise E (1999) The soil–precipitation feedback: a process study with a regional climate model. J Climate 12:722–741
Seneviratne SI, Corti T, Davin EL, Hirschi M, Jaeger EB, Lehner I, Orlowsky B, Teuling AJ (2010) Investigating soil moisture–climate interactions in a changing climate: a review. Earth Sci Rev 99:125–161. doi:10.1016/j.earscirev.2010.02.004
Trenberth KE (1999) Atmospheric moisture recycling: role of advection and local evaporation. J Climate 12:1368–1381
Trenberth KE, Dai A, Rasmussen RM, Parsons DB (2003) The changing character of precipitation. Bull Am Meteorol Soc 84:1205–1217. doi:10.1175/BAMS-84-9-1205
Trenberth KE, Coauthors (2011a) Atmospheric reanalyses: a major resource for ocean product development and modeling. Proc. OceanObs’09: Sustained Ocean Observations and Information for Society Conf [Available online at http://www.oceanobs09.net/proceedings/cwp/Trenberth-OceanObs09.cwp.90.pdf.]
Trenberth KE, Fasullo JT, Mackaro J (2011b) Atmospheric moisture transports from ocean to land and global energy flows in reanalyses. J Climate 24:4907–4924. doi:10.1175/2011JCLI4171.1
van der Ent RJ, Savenije HHG, Schaefli B, Steele-Dunne SC (2010) Origin and fate of atmospheric moisture over continents. Water Resour Res 46:W09525. doi:10.1029/2010WR009127
Vries PD, Döös K (2001) Calculating Lagrangian trajectories using time-dependent velocity fields. J Atmos Ocean Technol 18:1092–1101
Wei J, Dirmeyer PA, Bosilovich MG, Wu R (2012) Water vapor sources for Yangtze River Valley rainfall: climatology, variability and implications for rainfall forecasting. Geophys Res Lett 117:D05126. doi:10.1029/2011JD016902
Yi L, Tao SY (1997) Construction and analysis of a precipitation recycling model. Adv Water Sci 8(3):205–211 (in Chinese)
Yoshimura K, Frankenberg C, Lee J, Kanamitsu M, Worden J, Röckmann T (2011) Comparison of an isotopic atmospheric general circulation model with new quasi-global satellite measurements of water vapor isotopologues. J Geophys Res 116:D19118. doi:10.1029/2011JD016035
Zangvil A, Portis DH, Lamb PJ (2004) Investigation of the large-scale atmospheric moisture field over the Midwestern United States in relation to summer precipitation. Part II: recycling of local evapotranspiration and association with soil moisture and crop yields. J Climate 17:3283–3301
Zhang XP, Liu JM, Tian LD, He YQ, Yao TD (2004) Variations of δ18O in precipitation along vapor transport paths. Adv Atmos Sci 21(4):562–572
Zhang JY, Wang WC, Wei JF (2008) Assessing land-atmosphere coupling using soil moisture from the global land data assimilation system and observational precipitation. J Geophys Rev 113:D17119. doi:10.1029/2008JD009807
Zhang ZX, Xu CY, Yong B, Hu JJ, Sun ZH (2012) Understanding the changing characteristics of droughts in Sudan and the corresponding components of the hydrologic cycle. J Hydrometeor 13:1520–1535. doi:10.1175/JHM-D-11-0109.1
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This work was supported by the Natural Science Foundation of China (NSFC) under grant nos. 41475072, 41275064, and 40905037; the China Meteorological Administration R&D Special Fund for Public Welfare (Meteorology) under grant no. GYHY201306024; and the National Department Public Benefit Research Foundation of Ocean under grant no. 201005019.
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Hua, L., Zhong, L. & Ke, Z. Characteristics of the precipitation recycling ratio and its relationship with regional precipitation in China. Theor Appl Climatol 127, 513–531 (2017). https://doi.org/10.1007/s00704-015-1645-1
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DOI: https://doi.org/10.1007/s00704-015-1645-1