首页> 外文期刊>Arabian journal of geosciences >Studying the spatial distribution of maximum monthly rainfall in selected regions of Saudi Arabia using geographic information systems
【24h】

Studying the spatial distribution of maximum monthly rainfall in selected regions of Saudi Arabia using geographic information systems

机译:利用地理信息系统研究沙特阿拉伯部分地区最大月降雨量的空间分布

获取原文
获取原文并翻译 | 示例
           

摘要

This paper presents the results of studying the spatial distribution of the maximum monthly rainfall within the Kingdom of Saudi Arabia (KSA) using geographic information systems (GIS). Isohyetal maps were constructed based on long historical rainfall depth data (1963-2013) of 255 rain gauges, after processing the data using different interpolation methods and their conversion to grid raster. Six interpolation methods were used: (a) kriging, (b) spline, (c) natural neighbor, (d) inverse distance weighting (IDW), (e) modified Shepard, and (f) triangulation with linear interpolation (TIN). Estimations of the rainfall at the rain gauges were compared to the observed measurements as controls and the method that resulted in minimum residuals and minimum standard deviation; in this case, the IDW was selected for the study. The percentage of residuals within +/- 2.0 mm were found to be 98 % for IDW, modified Shepard, and TIN, 97 % for natural neighbor, 90 % for spline, and 32 % for kriging. While identifying potential water harvesting sites depends on many factors, such as watershed area, topography, morphology, and rainfall, the results of this study can be used for the primary selection of water harvesting sites based on rainfall being the most important factor.
机译:本文介绍了使用地理信息系统(GIS)研究沙特阿拉伯王国(KSA)内最大月降雨量的空间分布的结果。在使用不同的插值方法处理数据并将其转换为栅格栅格之后,根据255个雨量计的长期历史降雨深度数据(1963-2013)构建了等距线图。使用了六种插值方法:(a)克里格(kriging),(b)样条曲线(c),自然邻域(d),(d)逆距离加权(IDW),(e)修改后的Shepard和(f)线性插值(TIN)的三角剖分。将雨量计上的降雨量估算值与作为对照的观测值进行了比较,并将该方法得出的残留量和标准偏差降至最低;在这种情况下,选择IDW进行研究。发现IDW,改良的Shepard和TIN的残差百分比在+/- 2.0 mm之内为98%,自然邻居为97%,样条为90%,克里金为32%。虽然确定潜在的集水地点取决于许多因素,例如流域面积,地形,形态和降雨,但这项研究的结果可用于基于降雨为最重要因素的集水地点的初步选择。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号