基于多源产品的西南河流源区地表蒸散发时空特征
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S161.4

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国家自然科学基金(91647104);中国科学院战略性先导科技专项(XDA20100100)


Spatio-temporal characteristics of surface evapotranspiration in source region of rivers in Southwest China based on multi-source products
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    摘要:

    基于5个地面通量站点观测数据,对ET-EB、MOD16、GLEAM、Zhang-ET和GLDAS共5种地表温度蒸散发产品开展了验证工作,继而选取精度较好的产品,采用经验正交分解方法研究了西南河流源区2001—2013年地表蒸散发的时空变化特征。结果表明:5种产品中,GLEAM的精度较好,均方根误差为23.4 mm/月;西南河流源区的地表蒸散发夏季最高,冬季最低;从东南向西北,西南河流源区的地表蒸散发逐渐降低;2001—2013年,长江上游和黄河上游地表蒸散发均呈增加趋势,黄河上游上升幅度最大;整体上看,比湿与源区地表蒸散发的相关性最强,但不同流域地表蒸散发与气温、比湿和降水的相关性不同:怒江流域、澜沧江流域、长江上游和黄河上游春秋两季的地表蒸散发与比湿相关性较强,雅鲁藏布江流域、藏南诸河、青海湖水系春秋两季的地表蒸散发与气温的相关性较强;源区地表蒸散发随着高程的增加而降低,随着坡度的增加而增加,在坡向为东南和西北时,地表蒸散发较高。

    Abstract:

    Based on the observation data of five surface flux stations, five kinds of evapotranspiration(ET)products of ET-EB, MOD16, GLEAM, Zhang-ET and GLDAS were verified. Then, the spatio-temporal variation characteristics of surface evapotranspiration in the source region of rivers in Southwest China from 2001 to 2013 were studied by the empirical orthogonal function method. The results show that among the five products, the accuracy of GLEAM is better, and the root mean square error is 23.4 mm/month. The surface evapotranspiration of the source region of rivers in Southwest China has the highest value in summer and the lowest value in winter. From the southeast to the northwest, the surface evapotranspiration of the source region of rivers in Southwest China decreases gradually. From 2001 to 2013, the evapotranspiration of the upper reaches of the Yangtze River and the upper reaches of the Yellow River showed an increasing trend, with the largest increase in the upper reaches of the Yellow River. On the whole, the correlation between specific humidity and surface evapotranspiration is the strongest. However, there are different correlations between surface evapotranspiration and temperature, specific humidity and precipitation in different watersheds. The correlation between surface evapotranspiration and specific humidity is strong in Nujiang River Basin, Lancang River Basin, upper reaches of Yangtze River and upper reaches of Yellow River in spring and autumn, while the surface evapotranspiration of Yarlung Zangbo River Basin, rivers in southern Tibet and Qinghai Lake water system has strong correlation with air temperature. The surface evapotranspiration of the source region of rivers in Southwest China decreases with the increase of elevation and increases with the increase of slope. When the slope direction is southeast and northwest, the surface evapotranspiration is higher.

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温馨,周纪,刘绍民,等.基于多源产品的西南河流源区地表蒸散发时空特征[J].水资源保护,2021,37(3):32-42.(WEN Xin, ZHOU Ji, LIU Shaomin, et al. Spatio-temporal characteristics of surface evapotranspiration in source region of rivers in Southwest China based on multi-source products[J]. Water Resources Protection,2021,37(3):32-42.(in Chinese))

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  • 收稿日期:2019-11-19
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  • 在线发布日期: 2021-05-14
  • 出版日期: 2021-05-20