Analysis on spatiotemporal evolution and meteorological driving factors of future meteorological drought in Northwest China based on CMIP6

IF 4.7 2区 地球科学 Q1 WATER RESOURCES
Jianan Shan , Rui Zhu , Zhenliang Yin , Xiaoya Deng , Tingting Wang , Huaqing Yang , Wei Zhang
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引用次数: 0

Abstract

Study region

Northwest China

Study focus

In arid and semi-arid regions, the future evolution and drivers of meteorological drought have received extensive attention. This study focuses on projecting the future annual and seasonal spatiotemporal changes of meteorological drought in Northwest China under the SSP1–2.6, SSP2–4.5, SSP3–7.0, and SSP5–8.5 scenarios by calculating the drought indices SPEI12, SPEI03 and applying the run theory based on the output data of 21 GCMs associated with the Coupled Model Intercomparison Project 6 (CMIP6) and the data from 152 meteorological stations. We further focused on Spearman correlation coefficient and convergent cross mapping (CCM) to identify the relationship between meteorological elements and SPEI (Standardized Precipitation Evapotranspiration Index), and used multiple linear regression to quantitatively analyze the contribution of drivers to SPEI changes.

New hydrological insights for the region

The temperature, precipitation, evapotranspiration, and solar radiation in Northwest China exhibit a significant increasing trend, whereas relative humidity and wind speed show a decreasing trend. Future meteorological drought conditions are projected to intensify compared to the historical period, with seasonal variations showing alleviation in autumn but intensification in winter. Spatially, more severe meteorological drought conditions are observed in southern Xinjiang and the Hexi Corridor. As the emission scenarios become more severe, drought indicators including frequency, duration, peak intensity, and severity show increasing trends. The drought areas are primarily attributed to the increase of moderate and severe drought areas. Individual meteorological elements exhibit a strong correlation with SPEI, with temperature and precipitation being the dominant factors influencing SPEI changes. However, the contribution of solar radiation during spring and winter seasons should not be overlooked. This study establishes a scientific foundation for drought risk assessment and provides a reference for the formulation of water resource management strategies.
基于CMIP6的中国西北未来气象干旱时空演变及气象驱动因素分析
在干旱半干旱区,气象干旱的未来演变及其驱动因素受到了广泛关注。基于耦合模式比对项目6 (CMIP6)的21个GCMs输出数据和152个气象站数据,利用运行理论,计算spi12、SPEI03等干旱指数,对未来SSP1-2.6、SSP2-4.5、SSP3-7.0和SSP5-8.5情景下中国西北地区气象干旱的年际和季节时空变化进行了预测。进一步利用Spearman相关系数和收敛交叉映射(CCM)识别气象要素与SPEI(标准化降水蒸散发指数)的关系,并利用多元线性回归定量分析驱动因素对SPEI变化的贡献。西北地区的温度、降水、蒸散发和太阳辐射呈显著的增加趋势,相对湿度和风速呈下降趋势。与历史时期相比,预计未来气象干旱条件将加剧,季节变化显示秋季减轻,冬季加剧。空间上,南疆和河西走廊的气象干旱条件较为严重。随着排放情景的加剧,干旱频率、持续时间、峰值强度和严重程度等指标均呈现增加趋势。干旱地区的增加主要归因于中、重度干旱地区的增加。各气象要素与SPEI具有较强的相关性,温度和降水是影响SPEI变化的主导因子。然而,春冬两季太阳辐射的作用不容忽视。本研究为干旱风险评估奠定了科学基础,为水资源管理策略的制定提供了参考。
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来源期刊
Journal of Hydrology-Regional Studies
Journal of Hydrology-Regional Studies Earth and Planetary Sciences-Earth and Planetary Sciences (miscellaneous)
CiteScore
6.70
自引率
8.50%
发文量
284
审稿时长
60 days
期刊介绍: Journal of Hydrology: Regional Studies publishes original research papers enhancing the science of hydrology and aiming at region-specific problems, past and future conditions, analysis, review and solutions. The journal particularly welcomes research papers that deliver new insights into region-specific hydrological processes and responses to changing conditions, as well as contributions that incorporate interdisciplinarity and translational science.
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