不同降水产品在典型内陆河流域的适用性评估OA
Assessment of the applicability of high-resolution precipitation products in a typical inland river basin
为探究不同降水产品在典型内陆河高寒流域的精度及水文模型模拟适用性,选择叶尔羌河上游为研究区,结合地面观测降水数据,对比分析4种降水产品(融合降水产品AERA5-Asia和AIMERG、再分析降水数据集CMFD和ERA5-Land)的时空分布特征,评估不同降水产品的精度,结合SPHY模型探究降水产品在叶尔羌河上游径流模拟中的适用性.AERA5-Asia和CMFD在不同时间尺度下均能较好地捕捉流域降水自北向南递增的分布规律,CMFD和AIMERG能够精准捕捉到西南冰川区降水量较高的特征,且具有相对更高的空间异质性;除ERA5-Land外,其他三套降水产品的年平均降水基本呈现随海拔升高而增加的趋势.几套降水产品均能较好表现年内降水的季节变化特征,但均存在不同程度的高估现象;AERA5-Asia的月尺度降水与地面站点实测数据的相关性最高,且在不同时间尺度下均呈现较高的日降水成功指数,表明其降水监测更为准确.基于AERA5-Asia和AIMERG的日径流模拟效果较为相近,且精度明显高于其他两种数据集,但不能捕捉峰值径流的出现时间,各时段的径流量也都存在一定程度的模拟偏差.总体而言,AERA5-Asia和AIMERG在叶尔羌河上游流域水文气象研究及径流模拟中具有较大优势,研究成果可为降水数据匮乏的高寒山区流域的径流模拟及水土流失预防提供数据参考.
To investigate the accuracy and hydrological simulation applicability of different precipitation prod-ucts in a typical inland river alpine basin,the upper Yarkant River Basin was selected as the study area.Based on ground-based precipitation observations,we compared and analyzed the spatiotemporal distribution characteris-tics of four high-resolution(0.1°×0.1°)precipitation products(the merged products AERA5-Asia and AIM-ERG,and the reanalysis datasets CMFD and ERA5-Land),evaluated their accuracy,and combined the spatial processes in hydrology model to explore their applicability in runoff simulation.Both AERA5-Asia and CMFD effectively captured the north-to-south increasing precipitation gradient across the basin at different time scales.CMFD and AIMERG accurately identified the high precipitation near the southwestern glacier snowline and ex-hibited relatively higher spatial heterogeneity.Except for ERA5-Land,the other three products generally showed an increasing trend in annual mean precipitation with elevation.All precipitation products reasonably represented the seasonal variation of intra-annual precipitation but exhibited varying degrees of overestimation.AERA5-Asia showed the highest correlation with ground station observations at the monthly scale and a high daily precipita-tion detection accuracy across different time scales,indicating more reliable precipitation monitoring.Daily run-off simulations based on AERA5-Asia and AIMERG showed similar performance,with considerably higher ac-curacy than the other two datasets,although they failed to capture the timing of peak runoff and exhibited certain biases in simulating runoff volumes across different periods.Overall,AERA5-Asia and AIMERG demonstrate considerable advantages for hydrometeorological research and runoff simulation in the upper Yarkant River Ba-sin.These findings provide valuable references for runoff simulation and soil erosion prevention in data-scarce al-pine mountainous basins.
卞婕;王晓燕;焦雅迪;谷黄河
河海大学水灾害防御全国重点实验室,江苏 南京 210098||河海大学水文水资源学院,江苏 南京 210098河海大学水灾害防御全国重点实验室,江苏 南京 210098||河海大学水文水资源学院,江苏 南京 210098河海大学水灾害防御全国重点实验室,江苏 南京 210098||河海大学水文水资源学院,江苏 南京 210098河海大学水灾害防御全国重点实验室,江苏 南京 210098||河海大学水文水资源学院,江苏 南京 210098
叶尔羌河上游流域SPHY模型融合降水产品再分析降水资料径流模拟
Upper Yarkant River BasinSPHY modelintegrated precipitation productsreanalysis of precipita-tion datarunoff simulation
《干旱区研究》 2026 (6)
1125-1134,10
国家自然科学基金项目(42277074)中央高校基本科研业务费(B240201075)
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