Abstract
Recently, extreme climate events have become more frequent under global warming, resulting in increasingly severe disaster losses. Essentially, the variability in precipitation is more uncertain compared to temperature. In this study, monthly precipitation data from 30 stations in Qinghai Province from 1960 to 2020 were selected to investigate the spatial-temporal variations in precipitation via linear tendency estimation, variability, cumulative anomaly, Mann-Kendall test, and spatial interpolation methods. The conclusions are as follows. (1) The annual and four seasons’ average precipitation in Qinghai Province showed an increasing trend over the last 61 years, and the enhancement of summer and spring average precipitation contributed more to the annual. (2) There are increasing trends from northwest to southeast in the annual and seasonal mean precipitation, whose distributions are jointly controlled by the East Asian summer monsoon (EASM), the westerlies, and geomorphological features. (3) It is reasonable to conclude that the annual and four seasons’ average precipitation has increased significantly since 2003 by integrating the results of variability, cumulative anomaly, and Mann-Kendall test. In other words, the significant intensification of humidity in Qinghai since 2003 is closely related to the ongoing intensification of the EASM and the westerly wind circulation, with the latter contributing considerably. These findings confirm the view of warming and humidification in northwest China and provide a reliable time point for discussing warming and humidification in northwest China.
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Data availability
The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
Chen, C., Zhang, X., Lu, H., Jin, L., Du, Y., & Chen, F. (2021). Increasing summer precipitation in arid Central Asia linked to the weakening of the East Asian summer monsoon in the recent decades. International Journal of Climatology, 41(2), 1024–1038. https://doi.org/10.1002/joc.6727
Chen, F., Chen, J., Huang, W., Chen, S., Huang, X., Jin, L., Jia, J., Zhang, X., An, C., Zhang, J., Zhao, Y., Yu, Z., Zhang, R., Liu, J., Zhou, A., & Feng, S. (2019). Westerlies Asia and monsoonal Asia: Spatiotemporal differences in climate change and possible mechanisms on decadal to sub-orbital timescales. Earth Science Reviews, 192, 337–354. https://doi.org/10.1016/j.earscirev.2019.03.005
Chen, F., Jia, J., Chen, J., Li, G., Zhang, X., Xie, H., Xia, D., Huang, W., & An, C. (2016). A persistent Holocene wetting trend in arid central Asia, with wettest conditions in the late Holocene, revealed by multi-proxy analyses of loess-paleosol sequences in Xinjiang, China. Quaternary Science Reviews, 146, 134–146. https://doi.org/10.1016/j.quascirev.2016.06.002
Chen, F., Xie, T., Yang, Y., Chen, S., Chen, F., Huang, W., & Chen, J. (2023). Discussion of the “warming and wetting” trend and its future variation in the drylands of Northwest China under global warming. Science China Earth Sciences, 53(6), 1246–1262. https://doi.org/10.1007/s11430-022-1098-x
Ding, Y., Liu, Y., Xu, Y., Wu, P., Xue, T., Wang, J., Shi, Y., Zhang, Y., Song, Y., & Wang, P. (2023). Regional responses to global climate change: progress and prospects for trend, causes, and projection of climatic warming-wetting in Northwest China. Advances in Earth Science, 38(6), 551–562. https://doi.org/10.11867/j.issn.1001-8166.2023.027
Dong, T., Liu, J., Liu, D., He, P., Li, Z., Shi, M., & Xu, J. (2023). Spatiotemporal variability characteristics of extreme climate events in Xinjiang during 1960-2019. Environmental Science and Pollution Research, 30(20), 57316–57330. https://doi.org/10.1007/s11356-023-26514-3
Fang, X., Li, Z., Cheng, C., Fraedrich, K., Wang, A., Chen, Y., Xu, Y., & Lyu, S. (2023). Response of freezing/thawing indexes to the wetting trend under warming climate conditions over the Qinghai-Tibetan Plateau during 1961–2010: A numerical simulation. Advances in Atmospheric Sciences, 40(2), 211–222. https://doi.org/10.1007/s00376-022-2109-z
Feng, Y., Du, S., Fraedrich, K., & Zhang, X. (2022). Fine-grained climate classification for the Qaidam Basin. Atmosphere, 13, 913. https://doi.org/10.3390/atmos13060913
Fu, D., & Ding, Y. (2021). The study of changing characteristics of the winter temperature and extreme cold events in China over the past six decades. International Journal of Climatology, 41(4), 2480–2494. https://doi.org/10.1002/joc.6970
Guan, Y., Zhang, B., & Huang, H. (2022). Regional difference analysis of climate change in Gansu Province in recent 58 years and its impact on circulation. Plateau Meteorology, 41(5), 1291–1301. https://doi.org/10.7522/j.issn.1000-0534.2021.00066
Guo, X., Cheng, J., Yin, C., Li, Q., Chen, R., & Fang, J. (2023). The extraordinary Zhengzhou flood of 7/20, 2021: How extreme weather and human response compounding to the disaster. Cities, 134, 104168. https://doi.org/10.1016/j.cities.2022.104168
Han, Y., Zhao, G., Jiang, L., Xiang, M., Yan, J., & Guo, X. (2015). Temporal-spatial variation characteristics of rainfall in Henan Province during 1951-2013. Chinese Agricultural Science Bulletin, 31(25), 235–240. https://doi.org/10.2166/nh.2021.069
Huang, L., Chen, J., Yang, K., Yang, Y., Huang, W., Zhang, X., & Chen, F. (2023). The northern boundary of the Asian summer monsoon and division of westerlies and monsoon regimes over the Tibetan Plateau in present-day. Science China Earth Sciences, 66, 882–893. https://doi.org/10.1007/s11430-022-1086-1
Jiang, D., & Wang, H. (2005). The natural property of interdecadal weakening of the East Asian summer monsoon in the late 20th century. Chinese Science Bulletin, 50(20), 2256–2262. https://doi.org/10.1016/j.jseaes.2017.05.003
Li, B., Chen, Y., Chen, Z., Xiong, H., & Lian, L. (2016). Why does precipitation in northwest China show a significant increasing trend from 1960 to 2010? Atmospheric Research, 167, 275–284. https://doi.org/10.1016/j.atmosres.2015.08.017
Li, H., Wan, Q., Peng, D., Liu, X., & Xiao, H. (2020). Multiscale analysis of a record-breaking heavy rainfall event in Guangdong, China. Atmospheric Research, 232, 104703. https://doi.org/10.1016/j.atmosres.2019.104703
Li, Y., Ding, Y., & Li, W. (2017). Interdecadal variability of the Afro-Asian summer monsoon system. Advances in Atmospheric Sciences, 34(7), 833–846. https://doi.org/10.1007/s00376-017-6247-7
Liu, Y., Wu, C., Jia, R., & Huang, J. (2018). An overview of the influence of atmospheric circulation on the climate in arid and semi-arid region of Central and East Asia. Science China Earth Sciences, 48(9), 1141–1152. https://doi.org/10.1007/s11430-017-9202-1
Ma, Z., Fu, C., Yang, Q., Zheng, Z., Lv, M., Li, M., Duan, Y., & Chen, L. (2018). Drying trend in northern China and its shift during 1951–2016. Chinese Journal of Atmospheric Sciences, 42(4), 951–961. https://doi.org/10.3878/j.issn.1006-9895.1802.18110
Ning, G., Luo, M., Zhang, Q., Wang, S., Liu, Z., Yang, Y., Wu, S., & Zeng, Z. (2021). Understanding the mechanisms of summer extreme precipitation events in Xinjiang of arid Northwest China. Journal of Geophysical Research: Atmospheres, 126(15). https://doi.org/10.1029/2020JD034111
Peng, D., Zhou, T., Zhang, L., & Wu, B. (2018). Human contribution to the increasing summer precipitation in Central Asia from 1961 to 2013. Journal of Climate, 31(19), 8005–8021. https://doi.org/10.1175/JCLI-D-17-0843.1
Qin, D., & Zhai, P. (2021). Evolution of climate and ecological environment in China: 2021 (volume I—scientific basis). Science Press.
Qin, J., Su, B., Tao, H., Wang, Y., Huang, J., Li, Z., & Jiang, T. (2021). Spatio-temporal variations of dryness/wetness over Northwest China under different SSPs-RCPs. Atmospheric Research, 259, 105672. https://doi.org/10.1016/j.atmosres.2021.105672
Ren, G., Yuan, Y., Liu, Y., Ren, Y., Wang, T., & Ren, X. (2016). Changes in precipitation over Northwest China Arid Zone Research, 33(1), 1–19. https://doi.org/10.13866/j.azr.2016.01.01
Shi, Y., Shen, Y., & Hu, R. (2002). Preliminary study on signal, impact and foreground of climatic shift from warm-dry to warm-humid in Northwest China. Journal of Glaciology and Geocryology, 24(3), 219–226.
Stocker, T. (2014). Climate change 2013: the physical science basis: Working Group I contribution to the Fifth assessment report of the Intergovernmental Panel on Climate Change. Cambridge University Press.
Wang, K., Jiang, H., & Zhao, H. (2005). Atmospheric water vapor transport from westerly and monsoon over the northwest China. Advances in Water Science, 16(3), 432–438. https://doi.org/10.14042/j.cnki.32.1309.2005.03.021
Wang, Q., & Zhai, P. (2022). CMIP6 projections of the “warming-wetting” trend in Northwest China and related extreme events based on observational constraints. Journal of Meteorological Research, 36(2), 239–250. https://doi.org/10.1007/s13351-022-1157-8
Wang, Q., Qin, N., Zhang, Z., Tang, H., Chen, F., & Qi, R. (2007). Precipitation change and its impact on eco-environment of Qinghai Plateau for the last 40 years. Journal of Desert Research, 27(1), 153–158.
Wu, P., Ding, Y., Liu, Y., & Li, X. (2019). The characteristics of moisture recycling and its impact on regional precipitation against the background of climate warming over Northwest China. International Journal of Climatology, 39(14), 5241–5255. https://doi.org/10.1002/joc.6136
Wu, P., Liu, Y., Ding, Y., Li, X., & Wang, J. (2022). Modulation of sea surface temperature over the North Atlantic and Indian-Pacific warm pool on interdecadal change of summer precipitation over northwest China. International Journal of Climatology, 42(16), 8526–8538. https://doi.org/10.1002/joc.7743
Xu, D., Kong, Y., & Wang, D. (2016). Changes of water vapor budget in arid area of northwest China and its relationship with precipitation. Journal of Arid Meteorolog, 34(3), 431–439. https://doi.org/10.11755/j.issn.1006-7639(2016)-03-0431
Xu, J. (2017). Mathematical methodsin modern geography. Higher Education Press.
Xu, Z., & Zhang, N. (2006). Long term trend of precipitation in the Yellow River basin during the past 50 years. Geographical Research, 25(1), 27–34.
Xue, T., Ding, Y., & Lu, C. (2022). Interdecadal variability of summer precipitation in Northwest China and associated atmospheric circulation changes. Journal of Meteorological Research, 36(6), 824–840. https://doi.org/10.1007/s13351-022-2021-6
Yang, H., Xiao, H., Guo, C., & Sun, Y. (2019). Spatial-temporal analysis of precipitation variability in Qinghai Province, China. Atmospheric Research, 228, 242–260. https://doi.org/10.1016/j.atmosres.2019.06.005
Yang, J., Zhang, Q., Lu, G., Liu, X., Wang, Y., Wang, D., Liu, W., Yue, P., Zhu, B., & Duan, X. (2021). Climate transition from warm-dry to warm-wet in Eastern Northwest China. Atmosphere, 12, 548. https://doi.org/10.3390/atmos12050548
Yang, L., Tian, J., Fu, Y., Zhu, B., He, X., Gao, M., Odamtten, M. T., Kong, R., & Zhang, Z. (2022). Will the arid and semi-arid regions of Northwest China become warmer and wetter based on CMIP6 models? Hydrology Research, 53(1), 29–50. https://doi.org/10.2166/nh.2021.069
Yao, J., Mao, W., Chen, J., & Dilinuer, T. (2021). Signal and impact of wet-to-dry shift over Xinjiang, China. Acta Geographica Sinica, 76(1), 57–72. https://doi.org/10.11821/dlxb202101005
Yao, X., Zhang, M., Zhang, Y., Wang, J., & Xiao, H. (2022a). New insights into climate transition in northwest China. Arid Land Geography, 45(3), 671–683. https://doi.org/10.12118/j.issn.1000-6060.2021.331
Yao, J., Li, M., Dilinuer, T., Chen, J., & Mao, W. (2022b). The assessment on “warming-wetting” trend in Xinjiang at multi-scale during 1961-2019. Arid Zone Research, 39(2), 333–346. https://doi.org/10.13866/j.azr.2022.02.01
Yin, L., Ping, F., Mao, J., & Jin, S. (2023). Analysis on precipitation efficiency of the “21.7” Henan extremely heavy rainfall event. Advances in Atmospheric Sciences, 40(3), 374–392. https://doi.org/10.1007/s00376-022-2054-x
Yin, Y., Liu, H., Yi, X., & Liu, W. (2015). Spatiotemporal variation and abrupt change analysis of temperature from 1960 to 2012 in the Huang-Huai-Hai Plain, China. Advances in Meteorology, 2015. https://doi.org/10.1155/2015/643493
Zhai, P., Sun, A., Ren, F., Liu, X., Gao, B., & Zhang, Q. (1999). Changes of climate extremes in China. Climatic Change, 42, 203–218.
Zhai, P., Zhang, X., Wan, H., & Pan, X. (2005). Trends in total precipitation and frequency of daily precipitation extremes over China. Journal of climate, 18(7), 1096–1108. https://doi.org/10.1175/JCLI-3318.1
Zhang, H., Han, F., Zhang, L., Wang, L., Sun, Y., & Li, F. (2023a). Analysis of spatial and seasonal variations in climate warming and humidification in Northwest China. Arid Zone Research, 40(4), 517–531. https://doi.org/10.13866/j.azr.2023.04.01
Zhang, Q., Yang, J., Duan, X., Ma, P., Lu, G., Zhu, B., Liu, X., Yue, P., Wang, Y., & Liu, W. (2022). The eastward expansion of the climate humidification trend in northwest China and the synergistic influences on the circulation mechanism. Climate Dynamics, 59(7-8), 2481–2497. https://doi.org/10.1007/s00382-022-06221-4
Zhang, Q., Yang, J., Wang, P., Yu, H., Yue, P., Liu, X., Lin, J., Duan, X., Zhu, B., & Yan, X. (2023b). Progress and prospect on climate warming and humidification in Northwest China (in Chinese). Chinese Science Bulletin, 68(14), 1814–1828. https://doi.org/10.1360/TB-2022-0643
Zhang, Q., Zhu, B., Yang, J., Ma, P., Liu, X., Lu, G., Wang, Y., Yu, H., Liu, W., & Wang, D. (2021). New characteristics about the climate humidification trend in Northwest China. Chinese Science Bulletin, 66(28-29), 3757–3771. https://doi.org/10.1360/TB-2020-1396
Zhang, R., Zhang, T., Kelgenbayev, N., He, Q., Maisupova, B., Mambetov, B. T., Chen, F., Dosmanbetov, D., Shang, H., & Yu, S. (2017). A 189-year tree-ring record of drought for the Dzungarian Alatau, arid Central Asia. Journal of Asian Earth Sciences, 148, 305–314. https://doi.org/10.1016/j.jseaes.2017.05.003
Zhang, X., Li, J., Yao, X., & Sun, M. (2012). Characteristics of precipitation variation and the abrupt change over Qinghai in recent 45 years. Journal of Arid Land Resources and Environment, 26(5), 6–12. https://doi.org/10.13448/j.cnki.jalre.2012.05.021
Zhang, Y., & Wang, G. (2022). Assessment of the hazard of extreme low-temperature events over China in 2021. Advances in Climate Change Research, 13(6), 811–818. https://doi.org/10.1016/j.accre.2022.11.005
Zhao, G., Han, Y., Liu, M., Guo, X., & Cao, S. (2017). Characteristics of temporal and spatial variations of rainfall in Huaihe River Basin During1951-2014. Journal of Xinyang Normal University (Natural Science Edition), 30(1), 77–81. https://doi.org/10.3969/ji.ssn.1003-0972.2017.01.017
Zhou, S., Zhang, R., & Zhang, C. (1997). Meteorology and climatology. China Higher Education Press.
Zhu, B., Zhang, Q., Yang, J., & Li, C. (2022). Response of potential evapotranspiration to warming and wetting in Northwest China. Atmosphere, 13, 353. https://doi.org/10.3390/atmos13020353
Acknowledgements
We are grateful to Editor Pierre Herckes and three anonymous reviewers for their constructive comments and suggestions that significantly improve the original manuscript.
Funding
This research was supported by the National Natural Science Foundation of China (Grant No. 41602187); the State Key Laboratory of Loess and Quaternary Geology, Institute of Earth Environment, CAS (Grant No. SKLLQG2039); and the intercollegiate Key Scientific Research Projects of Henan Province (Grant No. 22A610012).
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Y.H. conceived the study. Y.H. and X.T. performed the data analysis and wrote the paper. Y.H. read and edited the manuscript. All authors reviewed and approved the manuscript.
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Han, Y., Tian, X. Significant increase in humidity since 2003 in Qinghai Province, China: evidence from annual and seasonal precipitation. Environ Monit Assess 195, 1549 (2023). https://doi.org/10.1007/s10661-023-12138-0
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DOI: https://doi.org/10.1007/s10661-023-12138-0