Abstract
The vulnerable ecosystem of the arid and semiarid region in Central Asia is sensitive to precipitation variations. Long-term changes of the seasonal precipitation can reveal the evolution rules of the precipitation climate. Therefore, in this study, the changes of the seasonal precipitation over Central Asia have been analyzed during the last century (1901–2013) based on the latest global monthly precipitation dataset Global Precipitation Climatology Centre (GPCC) Full Data Reanalysis Version 7, as well as their relations with El Niño- Southern Oscillation (ENSO). Results show that the precipitation in Central Asia is mainly concentrated in spring and summer seasons, especially in spring. For the whole study period, increasing trends were found in spring and winter, while decreasing trends were detected in summer and fall. Inter-annual signals with 3–7 years multi-periods were derived to explain the dominant components for seasonal precipitation variability. In terms of the dominant spatial pattern, Empirical orthogonal function (EOF) results show that the spatial distribution of EOF-1 mode in summer is different from those of the other seasons during 1901–2013. Moreover, significant ENSO-associated changes in precipitation are evident during the fall, winter, spring, and absent during summer. The lagged associations between ENSO and seasonal precipitation are also obtained in Central Asia. The ENSO-based composite analyses show that these water vapor fluxes of spring, fall and winter precipitation are mainly generated in Indian and North Atlantic Oceans during El Niño. The enhanced westerlies strengthen the western water vapor path for Central Asia, thereby causing a rainy winter.
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References
Abatzoglou J, Rupp D, Mote P, 2014. Seasonal climate variability and change in the Pacific northwest of the United States. Journal of Climate, 27: 2125–2142.
Aizen V, Aizen E, Melack J et al., 1997. Climatic and hydrologic changes in the Tien Shan, Central Asia. Journal of Climate, 10: 1393–1404.
Aizen E, Aizen V, Melack M et al., 2001. Precipitation and atmospheric circulation patterns at mid-latitudes of Asia. International Journal of Climatology, 21: 535–556.
Becker A, Finger P, Meyer-Christoffer A et al., 2013. A description of the global land-surface precipitation data products of the Global Precipitation Climatology Centre with sample applications including centennial (trend) analysis from 1901–present. Earth System Science Data, 5: 71–99.
Berg P, Haerter J, Thejll P et al., 2009. Seasonal characteristics of the relationship between daily precipitation intensity and surface temperature. Journal of Geophysical Research, 114: D18102.
Bintanja R, Selten F, 2014. Future increase in Arctic precipitation linked to local evaporation and sea-ice retreat. Nature, 509: 479–482.
Brown C, 1998. Applied Multivariate Statistics in Geohydrology and Related Sciences. Berlin Heidelberg: Springer, 155–157.
Chen F, Huang W, Jin L et al., 2011. Spatiotemporal precipitation variations in the arid Central Asia in the context of global warming, Science China Earth Sciences, 54: 1812–1821.
Chen L, Dool H, Becker E et al., 2017. ENSO Precipitation and temperature forecasts in the North American multimodel ensemble: Composite analysis and validation. Journal of Climate, 30: 1103–1125.
Chiodi A, Harrison D, 2015. Global seasonal precipitation anomalies robustly associated with El Niño and La Niña Events: An OLR perspective. Journal of Climate, 28: 6133–6159.
Chou C, Chiang J, Lan C et al., 2013. Increase in the range between wet and dry season precipitation. Nature Geoscience, 6: 263–267.
Dai A, Fung I, Del Genio A, 1997. Surface observed global land precipitation variations during 1900–1988. Journal of Climate, 10: 2943–2962.
Dai A, Wigley T, 2000. Global patterns of ENSO-induced precipitation. Geophysical Research Letters, 27: 1283–1286.
Dai N, Arikin P, 2017. Twentieth century ENSO-related precipitation mean states in twentieth century reanalysis, reconstructed precipitation and CMIP5 models. Climate Dynamics, 48: 3061–3083.
De Luis M, Brunetti M, Gonzalez-Hidalgo J et al., 2010. Changes in seasonal precipitation in the Iberian Peninsula during 1946–2005. Global and Planetary Change, 74: 27–33.
De Luis M, Gonzalez-Hidalgo J, Longares L et al., 2009. Seasonal precipitation trends in the Mediterranean Iberian Peninsula in second half of 20th century. International Journal of Climatology, 29: 1312–1323.
Deflorio M, Pierce D, Cayan D et al., 2013. Western U.S. extreme precipitation events and their relation to ENSO and PDO in CCSM4. Journal of Climate, 15: 4231–4243.
Emerton R, Cloke H, Stephens E et al., 2017. Complex picture for likelihood of ENSO-driven flood hazard. Nature Communications, 8: 14796.
Feddersen, H., 2003. Predictability of seasonal precipitation in the Nordic region. Tellus, 55A: 385–400.
Han T, Wang H, Sun J, 2017. Strengthened relationship between eastern ENSO and summer precipitation over northeastern China. Journal of Climate, 30: 4497–4512.
Harris I, Jones P, Osborn T et al., 2014. Updated high-resolution grids of monthly climatic observations: The CRU TS3.10 Dataset. International Journal of Climatology, 34: 623–642.
Hoell A, Barlow M, Saini R, 2012. The leading pattern of intraseasonal and interannual Indian Ocean precipitation variability and its relationship with Asian circulation during the boreal cold season. Journal of Climate, 25: 7509–7526.
Hoell A, Barlow M, Cannon F et al., 2017. Oceanic origins of historical Southwest Asia precipitation during the boreal cold season. Journal of Climate, 30: 2885–2903.
Hoell A, Funk C, Barlow M, 2015. The forcing of Southwestern Asia teleconnections by low-frequency sea surface temperature variability during boreal winter. Journal of Climate, 28: 1511–1526.
Hu Z, 1997. Interdecadal variability of summer climate over East Asia and its association with 500 hPa height and global sea surface temperature. Journal of Geophysical Research, 102: 403–412.
Hu Z, Hu Q, Zhang C et al., 2016a. Evaluation of reanalysis, spatially-interpolated and satellite remotely-sensed precipitation datasets in Central Asia. Journal of Geophysical Research–Atmospheres, 121: 5648–5662.
Hu Z, Li Q, Chen X et al., 2016b. Climate changes in temperature and precipitation extremes in an alpine grassland of Central Asia. Theoretical Applied Climatology, 126: 519–531.
Hu Z, Yang S, Wu R, 2003. Long-term climate variations in China and global warming signals. Journal of Geophysical Research, 108(D19): 4614.
Hu Z, Zhang C, Hu Q et al., 2014. Temperature changes in Central Asia from 1979–2011 based on multiple datasets. Journal of Climate, 27: 1143–1167.
Hu Z, Zhou Q, Chen X et al., 2017. Variations and changes of annual precipitation in Central Asia over the last century. International Journal of Climatology, 37: 157–170.
Hu Z, Zhou Q, Chen X et al., 2018. Evaluation of three global gridded precipitation datasets in Central Asia based on rain gauge observations. International Journal of Climatology, doi: 10.1002/joc.5510.
Huang J, Ji M, Xie Y et al., 2016. Global semi-arid climate change over last 60 years. Climate Dynamics, 46: 1131–1150.
Hughes B, Saunders M, 2002. Seasonal prediction of European spring precipitation from El Niño-Southern Oscillation and local sea-surface temperatures. International Journal of Climatology, 22: 1–14.
Ji F, Wu Z, Huang J et al., 2014. Evolution of land surface air temperature trend. Nature Climate Change, 4: 462–466.
Jia X, Ge J, 2017. Interdecadal changes in the relationship between ENSO, EAWM, and the wintertime precipitation over China at the end of the twentieth century. Journal of Climate, 30: 1923–1936.
Knippertz P, Ulbrich U, Marques F et al., 2003. Decadal changes in the link between El Niño and springtime North Atlantic Oscillation and European–North African rainfall. International Journal of Climatology, 23: 1293–1311.
Li B, Chen Y, Chen Z et al., 2016. Why does precipitation in northwest China show a significant increasing trend from 1960 to 2010? Atmospheric Research, 167: 275–284.
Li Q, Chen Y, Shen Y et al., 2011. Spatial and temporal trends of climate change in Xinjiang, China. Journal of Geographical Sciences, 21: 1007–1018.
Lloyd-Hughes B, Saunders M A, 2002. Seasonal prediction of European spring precipitation from El Niño–Southern Oscillation and local sea-surface temperatures. International Journal of Climatology, 22: 1–14.
Lorenz E N, 1956. Empirical Orthogonal Functions and Statistical Weather Prediction. Statistical Forecast Project Rep. 1, MIT. Department of Meteorology, Cambridge, MA, 49 pp.
Mann M, 2011. On long range dependence in global surface temperature series. Climatic Change, 107: 267–276.
Maussion F, Scherer D, Molg T et al., 2014. Precipitation seasonality and variability over the Tibetan Plateau as resolved by the High Asia reanalysis. Journal of Climate, 27: 1910–1927.
Madden R A, Williams J, 1978. The correlation between temperature and precipitation in the United States and Europe. Monthly Weather Review, 106: 142–147.
Mariotti A, 2007. How ENSO impacts precipitation in southwest Central Asia. Geophsical Research Letters, 34: L16706.
New M, Todd M, Hulme M et al., 2001. Precipitation measurements and trends in the twentieth century. International Journal of Climatology, 21: 1899–1922.
Noake K, Polson D, Hegerl G et al., 2012. Changes in seasonal land precipitation during the latter twentieth-century. Geophysical Research Letters, 39: L03706.
Ouyang R, Liu W, Fu G et al., 2014. Linkages between ENSO/PDO signals and precipitation, stream flow in China during the last 100 years. Hydrology and Earth System Sciences, 18: 3651–3661.
Park S, 2004. Remote ENSO influence on Mediterranean sky conditions during late summer and autumn: Evidence for a slowly evolving atmospheric bridge. Quarterly Journal of the Royal Meteorological Society, 130: 2409–2422.
Poli P, Hersbach H, Dee D et al., 2016. ERA-20C: An atmospheric reanalysis of the twentieth century. Journal of Climate, 29: 4083–4097.
Qian W, Kang H, Lee D, 2002. Distribution of seasonal rainfall in the East Asian monsoon region. Theoretical and Applied Climatology, 73: 151–168.
Ropelewski C, Halpert M, 1987. Global and regional scale precipitation patterns associated with the E1 Nifio/Southern Oscillation. Monthly Weather Review, 115: 1606–1626.
Russo S, Sterl A, 2012. Global changes in seasonal means and extremes of precipitation from daily climate model data. Journal of Geophysical Research, 117: D01108.
Rudolph J, Friedrich K, 2013. Seasonality of vertical structure in radar-observed precipitation over southern Switzerland. Journal of Hydrometeorology, 14: 318–330.
Schiemann R, Chiemann L, Luthi D et al., 2008. The precipitation climate of Central Asia: Intercomparison of observational and numerical data sources in a remote semiarid region. International Journal of Climatology, 2: 295–314.
Schneider U, Becker A, Finger P et al., 2014. GPCC’s new land surface precipitation climatology based on quality-controlled in situ data and its role in quantifying the global water cycle. Theoretical and Applied Climatology, 115: 15–40.
Schneider U, Becker A, Finger P et al., 2015. GPCC Full Data Reanalysis Version 7.0 at 0.5º: Monthly land-surface precipitation from rain-gauges built on GTS-based and historic data. doi: 10.5676/DWD_ GPCC/FD_M_V7_050.
Shaman J, 2014. The seasonal effects of ENSO on European precipitation: Observational analysis. Journal of Climate, 27: 6423–6438.
Smith T, Arkin P, Ren L et al., 2012. Improved reconstruction of global precipitation since 1900. Journal of Atmospheric and Oceanic Technology, 29: 1505–1517.
Sorg A, Bolch T, Stoffel M, 2012. Climate change impacts on glaciers and runoff in Tien Shan (Central Asia). Nature Climate Change, 2: 725–731.
Trenberth K, Shea D, 2005. Relationships between precipitation and surface temperature. Geophysical Research Letters, 32: L14703.
Tucker C J, Pinzon J E, Brown M E et al., 2005. An extended AVHRR 8-km NDVI data set compatible with MODIS and SPOT vegetation NDVI data. International Journal of Remote Sensing, 26: 4485–5598.
Van Oldenborgh G, Burgers G, Tank A, 2000. On the El Niño teleconnection to spring precipitation in Europe. International Journal of Climatology, 20: 565–574.
Wang S, Huang J, He Y et al., 2014. Combined effects of the Pacific decadal oscillation and El Niño-southern oscillation on global land dry–wet changes. Scientific Reports, 4: 6651.
Wang Y, Yan Z, 2009. Trends in seasonal precipitation over China during 1961–2007. Atmospheric and Oceanic Science Letters, 2: 165–171.
Wang Y, Zhou L, 2005. Observed trends in extreme precipitation events in China during 1961–2001 and the associated changes in large-scale circulation. Geophysical Research Letters, 32: L09707.
Ward P, Jongman B, Kummu M et al., 2014. Strong influence of El Niño Southern Oscillation on flood risk around the world. PNAS, 111: 15659–15664.
Wu Z, Huang N, 2004. A study of the characteristics of white noise using the empirical mode decomposition method. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 460: 1597–1611.
Wu Z, Huang N, 2009. Ensemble empirical mode decomposition: A noise-assisted data analysis method. Advance in Adaptive Data Analysis, 1: 1–41.
Xiao M, Zhang Q, Singh V, 2015. Influences of ENSO, NAO, IOD and PDO on seasonal precipitation regimes in the Yangtze River basin, China. International Journal of Climatology, 35: 3556–3567.
Xu L G, Zhou H F, Du L et al., 2015. Precipitation trends and variability from 1950 to 2000 in arid lands of Central Asia. Journal of Arid Land, 7(4): 514–526.
Xie P, Arkin P, 1997. Global precipitation: A 17-year monthly analysis based on gauge observations, satellite estimates and numerical model outputs. Bulletin of American Meteorological Society, 78: 2539–2558.
Yatagai A, Kamiguchi K, Arakawa O et al., 2012. APHRODITE: Constructing a long-term daily gridded precipitation dataset for Asia based on a dense network of rain gauges. Bulletin of American Meteorological Society, 93: 1401–1415.
Zanchettin D, Franks S W, Traverso P et al., 2008. On ENSO impacts on European wintertime rainfalls and their modulation by the NAO and the Pacific multi-decadal variability described through the PDO index. International Journal of Climatology, 28: 995–1006.
Zhang Q, Xu C, Chen X et al., 2011. Statistical behaviours of precipitation regimes in China and their links with atmospheric circulation 1960–2005. International Journal of Climatology, 31: 1665–1678.
Zhao W, Khalil M A K, 1993. The relationship between precipitation and temperature over the contiguous United States. Journal of Climate, 6: 1232–1236.
Zveryaev I, 2004. Seasonality in precipitation variability over Europe. Journal of Geophysical Research, 109: D05103.
Acknowledgments
We thank Prof. Deliang Chen from Department of Earth Sciences, University of Gothenburg, Prof. Jianfeng Li from Department of Geography, Hong Kong Baptist University, and Dr. Gang Yin from Xinjiang University for their assistance during this study.
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Foundation: International Cooperation Fund of Ecological Effects of Climate Change and Land Use/Cover Change in Arid and Semiarid Regions of Central Asia in the Most Recent 500 Years, No.41361140361; The Western Scholars of the Chinese Academy of Sciences, No.2015-XBQN-B-20; National Natural Science Foundation of China, No.41471340, No.41605055; Hong Kong Baptist University Faculty Research, No.FRG2/17-18/030
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Chen, X., Wang, S., Hu, Z. et al. Spatiotemporal characteristics of seasonal precipitation and their relationships with ENSO in Central Asia during 1901–2013. J. Geogr. Sci. 28, 1341–1368 (2018). https://doi.org/10.1007/s11442-018-1529-2
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DOI: https://doi.org/10.1007/s11442-018-1529-2


