降水的空间内插方法比较
omparison of Precipitation spatial interpolation methods
降水的空间内插将有限的雨量站点数据插值为规则分布的空间数据集,对于水文模拟预报及其它系列水文问题具有重要的实际意义。但在众多的降水插值方法中,并没有一种普适的最优插值方法。本文以老哈河流域为例,利用该研究区52个气象站点的逐日降雨资料,提取1994-2005年年降雨量作为研究的数据,利用反距离加权、普通克里格、考虑高程的协同克里格对流域降雨进行了空间插值并分析了流域降雨的空间异质性。结果表明,在老哈河流域三种插值方法中考虑高程的协同克里格法取得了更高的精度;老哈河流域降雨存在较大空间异质性有由西南往东北的递减趋势,流域降水量主要集中在南部。
Precipitation spatial interpolation is very importang to the hydrological modelling and forecasting.But there is not anyone optimizatial method in the many precipitation interpolation methods.This text taking Laoha river basin for example, this article uses daily rainfall data of 52 meteorological site in this study area,and extracts the annual rainfall from 1994 to 2005 as the raw data for analysis.It makes use of inverse distance weighted, ordinary Kriging, co-Kriging considering the elevation to make a spatial interpolation and analyse the spatial heterogeneity for the precipitation of drainage basin. The results show that co-Kriging considering the elevation in the three interpolation methods achieves higher accuracy; The spatial heterogeneity by precipitation of Laoha river basin is obvious for decreasing trend from the southwest to the northeast.The precipitation of drainage basin mainly concentrates in the south.
任立良、江善虎、雍斌
大气科学(气象学)水利工程基础科学
降雨老哈河流域空间插值空间变异
precipitationLaoha river basinspatial interpolationspatial variation
任立良,江善虎,雍斌.降水的空间内插方法比较[EB/OL].(2008-10-22)[2025-08-16].http://www.paper.edu.cn/releasepaper/content/200810-562.点此复制
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