Badescu, V., and R. B. Cathcart, 2011: Aral Sea partial restoration. II. Simulation of time-dependent processes. International Journal of Environment and Waste Management, 7, 164−174.
Baldwin, J., and G. Vecchi, 2016: Influence of the Tian Shan on arid extratropical Asia. J. Climate, 29, 5741−5762, https://doi.org/10.1175/JCLI-D-15-0490.1.
Berrisford, P, Dee, DP, Poli, P, Brugge, R, Fielding, M, Fuentes, M, Kållberg, PW, Kobayashi, S, Uppala, S, Simmons, A., 2011: The ERA-Interim Archive. 2nd ed., ERA Report Series No. 1.
Böhner, J., 2006: General climatic controls and topoclimatic variations in Central and High Asia. Boreas, 35, 279−295, https://doi.org/10.1111/j.1502-3885.2006.tb01158.x.
Bothe, O., K. Fraedrich, and X. H. Zhu, 2012: Precipitation climate of Central Asia and the large-scale atmospheric circulation. Theor. Appl. Climatol., 108, 345−354, https://doi.org/10.1007/s00704-011-0537-2.
Brubaker, K. L., D. Entekhabi, and P. S. Eagleson, 1993: Estimation of continental precipitation recycling. J. Climate, 6, 1077−1089, https://doi.org/10.1175/1520-0442(1993)006<1077:EOCPR>2.0.CO;2.
Cavazos, T., A. C. Comrie, and D. M. Liverman, 2002: Intraseasonal variability associated with wet monsoons in Southeast Arizona. J. Climate, 15, 2477−2490, https://doi.org/10.1175/1520-0442(2002)015<2477:IVAWWM>2.0.CO;2.
Chen, F.-H., and Coauthors, 2010: Moisture changes over the last millennium in arid central Asia: A review, synthesis and comparison with monsoon region. Quaternary Science Reviews, 29, 1055−1068, https://doi.org/10.1016/j.quascirev.2010.01.005.
Ciric, D., M. Stojanovic, A. Drumond, R. Nieto, and L. Gimeno, 2016: Tracking the origin of moisture over the Danube river basin using a Lagrangian approach. Atmosphere, 7, 162, https://doi.org/10.3390/atmos7120162.
Cohen, J., and Coauthors, 2014: Recent Arctic amplification and extreme mid-latitude weather. Nature Geoscience, 7, 627−637, https://doi.org/10.1038/ngeo2234.
de Beurs, K. M., G. M. Henebry, B. C. Owsley, and I. N. Sokolik, 2018: Large scale climate oscillation impacts on temperature, precipitation and land surface phenology in Central Asia. Environmental Research Letters, 13, 065018, https://doi.org/10.1088/1748-9326/aac4d0.
de Vries, A. J., S. B. Feldstein, M. Riemer, E. Tyrlis, M. Sprenger, M. Baumgart, M. Fnais, and J. Lelieveld, 2016: Dynamics of tropical-extratropical interactions and extreme precipitation events in Saudi Arabia in autumn, winter and spring. Quart. J. Roy. Meteor. Soc., 142, 1862−1880, https://doi.org/10.1002/qj.2781.
Dee, D. P., and Coauthors, 2011: The ERA-Interim reanalysis: Configuration and performance of the data assimilation system. Quart. J. Roy. Meteor. Soc., 137, 553−597, https://doi.org/10.1002/qj.828.
Dominguez, F., P. Kumar, X.-Z. Liang, and M. F. Ting, 2006: Impact of atmospheric moisture storage on precipitation recycling. J. Climate, 19, 1513−1530, https://doi.org/10.1175/JCLI3691.1.
Domrös, M., and G. B. Peng, 1988: The Climate of China. Springer, 360 pp.
Drumond, A., R. Nieto, and L. Gimeno, 2011: Sources of moisture for China and their variations during drier and wetter conditions in 2000-2004: A Lagrangian approach. Climate Research, 50, 215−225, https://doi.org/10.3354/cr01043.
Eltahir, E. A. B., and R. L. Bras, 1994: Precipitation Recycling in the Amazon Basin. Quart. J. Roy. Meteor. Soc., 120, 861−880, https://doi.org/10.1002/qj.49712051806.
Gimeno, L., and Coauthors, 2012: Oceanic and terrestrial sources of continental precipitation. Rev. Geophys., 50, RG4003, https://doi.org/10.1029/2012RG000389.
Giorgi, F., 2006: Climate change hot-spots. Geophys. Res. Lett., 33, L08707, https://doi.org/10.1029/2006GL025734.
Hu, H. C., and F. Dominguez, 2015: Evaluation of oceanic and terrestrial sources of moisture for the North American monsoon using numerical models and precipitation stable isotopes. Journal of Hydrometeorology, 16, 19−35, https://doi.org/10.1175/JHM-D-14-0073.1.
Hu, Z. Y., Q. Hu, C. Zhang, X. Chen, and Q. X. Li, 2016: Evaluation of reanalysis, spatially interpolated and satellite remotely sensed precipitation data sets in central Asia. J. Geophys. Res., 121, 5648−5663, https://doi.org/10.1002/2016JD024781.
Hua, L. J., L. H. Zhong, and Z. G. Ma, 2017: Decadal transition of moisture sources and transport in northwestern China during summer from 1982 to 2010. J. Geophys. Res., 122, 12 522−12 540,
Huang, X., and Coauthors, 2020: The recent decline and recovery of Indian summer monsoon rainfall: Relative roles of external forcing and internal variability. J. Climate, 33(12), 5035−5060, https://doi.org/10.1175/JCLI-D-19-0833.1.
Jiang, J., T. J. Zhou, H. L. Wang, Y. Qian, D. Noone, and W. M. Man, 2020: Tracking moisture sources of precipitation over central Asia: A study based on the water-source-tagging method. J. Climate, 33, 10 339−10 355,
Joseph, P. V., and S. Sijikumar, 2004: Intraseasonal variability of the low-level jet stream of the Asian summer monsoon. J. Climate, 17, 1449−1458, https://doi.org/10.1175/1520-0442(2004)017<1449:IVOTLJ>2.0.CO;2.
Keys, P. W., R. J. van der Ent, L. J. Gordon, H. Hoff, R. Nikoli, and H. H. G. Savenije, 2012: Analyzing precipitationsheds to understand the vulnerability of rainfall dependent regions, Biogeosciences, 9, 733−746,
Klein, I., U. Gessner, and C. Kuenzer, 2012: Regional land cover mapping and change detection in Central Asia using MODIS time-series. Applied Geography, 35, 219−234, https://doi.org/10.1016/j.apgeog.2012.06.016.
Kohonen, T., 1982: Self-organized formation of topologically correct feature maps. Biological Cybernetics, 43, 59−69, https://doi.org/10.1007/BF00337288.
Kohonen, T., 1998: The self-organizing map. Neurocomputing, 21, 1−6, https://doi.org/10.1016/S0925-2312(98)00030-7.
Lioubimtseva, E., and G. M. Henebry, 2009: Climate and environmental change in arid central Asia: Impacts, vulnerability, and adaptations. Journal of Arid Environments, 73, 963−977, https://doi.org/10.1016/j.jaridenv.2009.04.022.
Liu, Y. G., R. H. Weisberg, and C. N. K. Mooers, 2006: Performance evaluation of the self-organizing map for feature extraction. J. Geophys. Res., 111, C05018, https://doi.org/10.1029/2005JC003117.
Risien, C. M., C. J. C. Reason, F. A. Shillington, and D. B. Chelton, 2004: Variability in satellite winds over the Benguela upwelling system during 1999−2000. J. Geophys. Res., 109, C03010, https://doi.org/10.1029/2003JC001880.
Schiemann, R., D. Lüthi, P. L. Vidale, and C. Schär, 2008: The precipitation climate of Central Asia-intercomparison of observational and numerical data sources in a remote semiarid region. International Journal of Climatology, 28, 295−314, https://doi.org/10.1002/joc.1532.
Schneider, U., Becker, A., Finger, P., Meyer-Christoffer, A., Rudolf, B. and Ziese, M., 2015: GPCC Full Data Reanalysis Version 7.0 at 0.5: Monthly Land-Surface Precipitation from Rain-Gauges Built on GTS-Based and Historic Data. Global Precipitation Climatology Centre, 1−13.
Serreze, M. C., A. P. Barrett, J. C. Stroeve, D. N. Kindig, and M. M. Holland, 2009: The emergence of surface-based Arctic amplification. The Cryosphere, 3, 11−19, https://doi.org/10.5194/tc-3-11-2009.
Shi, Y. F., Y. P. Shen, E. S. Kang, D. L. Li, Y. J. Ding, G. W. Zhang, and R. J. Hu, 2007: Recent and future climate change in northwest China. Climatic Change, 80, 379−393, https://doi.org/10.1007/s10584-006-9121-7.
Siegfried, T., T. Bernauer, R. Guiennet, S. Sellars, A. W. Robertson, J. Mankin, P. Bauer-Gottwein, and A. Yakovlev, 2012: Will climate change exacerbate water stress in Central Asia. Climatic Change, 112, 881−899, https://doi.org/10.1007/s10584-011-0253-z.
Sodemann, H., and A. Stohl, 2009: Asymmetries in the moisture origin of Antarctic precipitation. Geophys. Res. Lett., 36, L22803, https://doi.org/10.1029/2009GL040242.
Song, S. K., and J. Bai, 2016: Increasing winter precipitation over arid central Asia under global warming. Atmosphere, 7, 139, https://doi.org/10.3390/atmos7100139.
Trenberth, K. E., A. G. Dai, R. M. Rasmussen, and D. B. Parsons, 2003: The changing character of precipitation. Bull. Amer. Meteor. Soc., 84, 1205−1218, https://doi.org/10.1175/BAMS-84-9-1205.
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, https://doi.org/10.1175/2011JCLI4171.1.
van der Ent, R. J., H. H. G. Savenije, B. Schaefli, and S. C. Steele-Dunne, 2010: Origin and fate of atmospheric moisture over continents. Water Resour. Res., 46, W09525, https://doi.org/10.1029/2010WR009127.
Vries, P., and Döös, K., 2001: Calculating Lagrangian trajectories using time-dependent velocity fields. Journal of Atmospheric and Oceanic Technology, 18(6), 1092−1101, https://doi.org/10.1175/1520-0426(2001)018<1092:CLTUTD>2.0.CO;2.
Wang, K. C., and R. E. Dickinson, 2012: A review of global terrestrial evapotranspiration: Observation, modeling, climatology, and climatic variability. Rev. Geophys., 50, RG2005, https://doi.org/10.1029/2011rg000373.
Wang, S. J., M. J. Zhang, Y. J. Che, F. L. Chen, and F. Qiang, 2016: Contribution of recycled moisture to precipitation in oases of arid central Asia: A stable isotope approach. Water Resour. Res., 52, 3246−3257, https://doi.org/10.1002/2015WR018135.
Wei, J. F., P. A. Dirmeyer, M. G. Bosilovich, and R. G. Wu, 2012: Water vapor sources for Yangtze River valley rainfall: Climatology, variability, and implications for rainfall forecasting. J. Geophys. Res., 117, D05126, https://doi.org/10.1029/2011JD016902.
Wei, K., and L. Wang, 2013: Reexamination of the aridity conditions in arid northwestern China for the last decade. J. Climate, 26, 9594−9602, https://doi.org/10.1175/JCLI-D-12-00605.1.
Wei, N., Y.-F. Gong, X. Sun, and J.-G. Fang, 2010: Variation of precipitation and water vapor transport over the northwest China from 1959 to 2005. Journal of Desert Research, 30, 1450−1457. (in Chinese with English abstract)
Yang, X. P., L. Scuderi, P. Paillou, Z. T. Liu, H. W. Li, and X. Z. Ren, 2011: Quaternary environmental changes in the drylands of China−A critical review. Quaternary Science Reviews, 30, 3219−3233, https://doi.org/10.1016/j.quascirev.2011.08.009.
Yatagai, A., and T. Yasunari, 1998: Variation of summer water vapor transport related to precipitation over and around the arid region in the interior of the Eurasian continent. J. Meteor. Soc. Japan, 76, 799−815, https://doi.org/10.2151/jmsj1965.76.5_799.
Zhai, J. Q., B. D. Su, V. Krysanova, T. Vetter, C. Gao, and T. Jiang, 2010: Spatial variation and trends in PDSI and SPI indices and their relation to streamflow in 10 large regions of China. J. Climate, 23, 649−663, https://doi.org/10.1175/2009JCLI2968.1.
Zhang, Z. X., C.-Y. Xu, B. Yong, J. J. Hu, and Z. H. Sun, 2012: Understanding the changing characteristics of droughts in Sudan and the corresponding components of the hydrologic cycle. Journal of Hydrometeorology, 13, 1520−1535, https://doi.org/10.1175/JHM-D-11-0109.1.
Zhong, L. H., L. J. Hua, Z. G. Ma, and Y. Yao, 2019: A quantitative study of moisture transport variation on the interdecadal variation of the summer precipitation in South China from 1979 to 2015. Climate Dyn., 53, 4743−4761,
Zhong, L. H., L. J. Hua, Y. Yao, and J. M. Feng, 2021: Interdecadal aridity variations in Central Asia during 1950−2016 regulated by oceanic conditions under the background of global warming. Climate Dyn., 56, 3665−3686, https://doi.org/10.1007/s00382-021-05659-2.