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Spatial-temporal variation characteristics of global evaporation revealed by eight reanalyses

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Abstract

On the basis of eight atmospheric reanalyses, we analyzed the spatial-temporal characteristics of global evaporation and also briefly evaluated the eight reanalyses. The results indicate that the long-term mean annual evaporation obtained from different reanalyses are consistent over most regions, with significant maritime-continental contrasts, as well as differences in meridional directions, and the land evaporation generally decreases with the increase of altitude. In addition, the temporal evolution of global evaporation varies significantly among the datasets, MERRA, ERA-Interim, NCEP-NCRA, and NCEP-DOE are very similar, whereas CFSR agrees best with ERA-40. Comparison of the inter-annual to inter-decadal variability of land evaporation reveals large differences among the reanalyses, whereas MERRA, CFSR, and NCEP-DOE are exactly similar. The temporal variation of evaporation over the oceans showed a relatively high consistency, which indicates that the quality of the reconstructed evaporation values over the oceans is higher, and even greater uncertainties lie in the estimates of evaporation over the land. In general, MERRA and NCEP-DOE may appropriately reflect the spatial-temporal characteristics of global evaporation, showing strong representativeness. The CFSR and ERA-40 are capable of revealing the characteristics of land evaporation, whereas ERA-Interim, NCEP-NCAR, OAFlux, and HOAPS are relatively applicable for research focused on the evaporation over the oceans. According to ERA-40, NCEP-NCAR, and OAFlux, global evaporation significantly decreased for the period of 1958–1978. In contrast, most of the eight reanalyses show a significant linear increase for the period of 1979–2011, and evaporation over the oceans was even more pronounced. Furthermore, the results are presented for the mean annual cycle of global evaporation, the changes at the low latitudes in the Northern Hemisphere are most distinct, and the monthly variation amplitude of the land evaporation was higher than that of the evaporation over the oceans.

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References

  • Andersson A, Klepp C, Fennig K, et al. 2011. Evaluation of HOAPS-3 ocean surface freshwater flux ccomponents. J Appl Meteorol Clim, 50: 379–398

    Article  Google Scholar 

  • Betts A K, Zhao M, Dirmeyer P A, et al. 2006. Comparison of ERA40 and NCEP/DOE near-surface data sets with other ISLSCP-II data sets. J Geophys Res, 111: D22S04-1–D22S04-20

    Google Scholar 

  • Bosilovich M G, Robertson F R, Chen J. 2011. Global energy and water budgets in MERRA. J Clim, 24: 5721–5739

    Article  Google Scholar 

  • Dee D P, Uppala S M, Simmons A J, et al. 2011. The ERA-Interim reanalyses: Configuration and performance of the data assimilation system. Quart J R Meteor Soc, 137: 553–597

    Article  Google Scholar 

  • Fan K, Wang H J. 2006. Studies of the relationship between southern hemispheric atmospheric circulation and climate over East Asia (in Chinese). Chin J Atmos Sci, 30: 402–412

    Google Scholar 

  • Guo J, Ren G Y. 2005. Recent change of pan evaporation and possible climate factors over the Huang-Huai-Hai watershed, China (in Chinese). Adv Water Resour, 16: 666–672

    Google Scholar 

  • Hagemann S, Arpe K, Bengtsson L. 2005. Validation of the hydrological cycle of ERA-40. ERA Rep Series, ECMWF, 42

  • Huang J P, He M, Yan H R, et al. 2010. A study of liquid water path and precipitable water vapor in Lanzhou area using ground-based microwave radiometer (in Chinese). Chin J Atmos Sci, 34: 548–558

    Google Scholar 

  • IPCC. Climate Change 2001: The Scientific Basis, Contribution of Working Group I to the Third Assessment Report of the Intentional Panel on Climate Change. In: Hongbton J T, ed. New York: Cambridge University Press. 193–227

  • Jacobson M Z. 2007. Fundamentals of Atmospheric Modeling. 2nd ed. New York: Cambridge University Press. 53–62

    Google Scholar 

  • Kalnay E, Kanamitsu M, Kistler R, et al. 1996. The NCEP/NCAR 40-year reanalyses project. Bull Amer Meteorol Soc, 77: 437–471

    Article  Google Scholar 

  • Kuzmin P O. 1957. Hydrophysical investigations of land waters. Int Assoc Sci Hydrol Publ, 3: 468–478

    Google Scholar 

  • Lian Y, Shen B Z, Gao Z T, et al. 2003. The study of the on-set criterion and the date of East Asian summer monsoon in northeast China and its main characteristic analysis (in Chinese). Acta Meteorol Sin, 61: 548–558

    Google Scholar 

  • Liu Y B. 2011. Hydroclimatology: Perspectives and Applications (in Chinese). Beijing: Higher Education Press. 69–79

    Google Scholar 

  • Lorenz C, Kunstmann H. 2012. The hydrological cycle in three state-of-the-art reanalyses: Intercomparison and performance analysis. J Hydrometeorol, 13: 1397–1420

    Article  Google Scholar 

  • Monteith J L. 1981. Evaporation and surface temperature. Quart J R Meteor Soc, 107: 1–27

    Article  Google Scholar 

  • Penman H L. 1948. Natural evaporation from open water, bare soil, and grass. Proc Roy Soc Lond A, 193: 120–145

    Article  Google Scholar 

  • Rienecker M M, Suarez M J, Gelaro R, et al. 2011. MERRA: NASA’s modern-era retrospective analysis for research and applications. J Clim, 24: 3624–3648

    Article  Google Scholar 

  • Ren G Y, Guo J. 2006. Change in pan evaporation and the influential factors over China: 1956–2000 (in Chinese). J Nat Res, 21: 31–44

    Google Scholar 

  • Roads J. 2003. The NCEP-NCAR, NCEP-DOE, and TRMM tropical atmosphere hydrologic cycles. J Hydrol, 4: 826–840

    Google Scholar 

  • Saha S, Moorthi S, Pan H L, et al. 2010. The NCEP climate forecast system reanalyses. Bull Amer Meteorol Soc, 91: 1015–1057

    Article  Google Scholar 

  • Shen S H, Sheng Q. 2008. Changes in pan evaporation and its cause in China in the last 45 years (in Chinese). Acta Meteorol Sin, 66: 452–460

    Google Scholar 

  • Shi N, Huang X X, Yang Y. 2003. Spatiotemporal features of the trend variation of global land annual rainfall fields from 1948 to 2000 (in Chinese). Chin J Atmos Sci, 27: 971–982

    Google Scholar 

  • Shi N. 2009. Meteorological Statistical Forecast (in Chinese). Beijing: China Meteorological Press. 15–34

    Google Scholar 

  • Summer D M, Jacobs J M. 2005. Utility of Penman-Monteith, Priestley-Taylor, reference evapotranspiration, and pan evaporation methods to estimate pasture evapotranspiration. J Hydrol, 308: 81–104

    Article  Google Scholar 

  • Trenberth K E, Fasullo J T, Mackaro J. 2011. Atmospheric moisture transports from ocean to land and global energy flows. J Clim, 24: 4907–4924

    Article  Google Scholar 

  • Uppala S M, Kallberg P W, Simmons A J, et al. 2005. The ERA-40 re-analysis. Quart J R Meteorol Soc, 131: 2961–3012

    Article  Google Scholar 

  • Wang Y J, Jiang T, Xu C Y, et al. 2005. Trends of Evapotranspiration in the Yangtze River Basin in 1961–2000 (in Chinese). Adv Clim Change Res, 1: 99–105

    Google Scholar 

  • Wang H J. 2010. Preliminary results of the 973 Project on the energy and water cycle and their role in extreme climate of China (in Chinese). Adv Earth Sci, 25: 643–670

    Google Scholar 

  • Xie P, Chen X H, Wang Z L, et al. 2009. Comparison of actual evapotranspiration and pan evaporation (in Chinese). Acta Geogr Sin, 64: 270–277

    Google Scholar 

  • Xu Y, Ding Y H, Zhao Z C. 2001. Confidence analysis of NCEP/NCAR 50 year global reanalyzed data in climate change research in China (in Chinese). J Appl Meteorol, 12: 337–347

    Google Scholar 

  • Yi L, Tao S Y. 1996. Water balance in land-atmospheric system over the East Asian monsoon region (in Chinese). Clim Environ Res, 1: 63–80

    Google Scholar 

  • Yuan X, Wood E F, Roundy J K, et al. 2013. CFSv2-based seasonal hydroclimatic forecasts over the conterminous United States. J Clim, 26: 4828–4847

    Article  Google Scholar 

  • Yu L, Jin X Z, Weller R A. 2008. Multidecade Global Flux Datasets from the Objectively Analyzed Air-sea Fluxes (OAFlux) Project: Latent and Sensible Heat Fluxes, Ocean Evaporation, and Related Surface Meteorological Variables. Technical Report. OAFlux Project Technical Report (OA-2008-01). Woods Hole Oceanographic Institution

    Google Scholar 

  • Zhang X W, Zhou S X. 2010. Preliminary Study of Air Hydrology (in Chinese). Beijing: China Meteorological Press. 1–9

    Google Scholar 

  • Zhang Q Y, Tao S Y, Zhang S L. 2003. The persistent heavy rainfall over the Yangtze River Valley and its associations with the circulations over East Asian during summer (in Chinese). Chin J Atmos Sci, 27: 1018–1030

    Google Scholar 

  • Zhang W J, Zhou T J, Yu R C. 2007. A preliminary analysis on the moisture budget of East China (in Chinese). Chin J Atmos Sci, 31: 329–345

    Google Scholar 

  • Zhao T B, Fu C B, Ke Z J, et al. 2010. Global atmosphere reanalyses datasets: Current status and recent Advances (in Chinese). Adv Earth Sci, 25: 242–254

    Google Scholar 

  • Zhu Y L, Ling C, Chen H B, et al. 2012. Comparison of two reanalyses data with the RS92 radiosonde data (in Chinese). Clim Environ Res, 17: 381–391

    Google Scholar 

  • Zuo H C, Li D L, Hu Y Q, et al. 2005. Characteristics of climatic trends and correlation between pan-evaporation and environmental factors in the last 40 years over China. Chin Sci Bull, 50: 1235–1241

    Article  Google Scholar 

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Correspondence to GuoLin Feng.

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Su, T., Feng, G. Spatial-temporal variation characteristics of global evaporation revealed by eight reanalyses. Sci. China Earth Sci. 58, 255–269 (2015). https://doi.org/10.1007/s11430-014-4947-8

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