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首页> 外文期刊>Environmental Science and Pollution Research >Temporal stability analysis of surface soil water content on two karst hillslopes in southwest China
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Temporal stability analysis of surface soil water content on two karst hillslopes in southwest China

机译:西南两个喀斯特山坡地表土壤水分的时间稳定性分析

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摘要

Knowledge of the temporal variability of soil water content (SWC) at the hillslope scale is essential for guiding rehabilitation strategies and for optimizing water resource management in the karst region of southwest China. This study aimed to use temporal stability analysis to upscale point-scale measurements to represent mean areal SWC on two typical karst hillslopes. Based on a grid sampling scheme (10 m x 10 m) applied to two 90 m x 120 m plots located on two hillslops, the SWC at a depth of 0-16 cm was measured 11-12 times across 259 sampling points, using time domain reflectometry (TDR) from April 2011 to October 2012. Soil texture, bulk density (BD), saturated hydraulic conductivity (K (s) ), organic carbon (SOC), rock fragment content (RFC), and site elevation (SE) were also measured at these locations. Results showed the hillslope with more shrub cover was wetter than the hillslope with mixed grass-shrub cover. This difference was related to the differences in soil texture, soil hydraulic permeability, and topography. Through a comparison of values obtained with the Spearman correlation coefficient (r (s) ), standard deviation of mean relative difference (SDRD), and mean absolute bias error (MABE), we inferred that there is a higher degree of temporal stability for SWC in wet conditions than in drier conditions on the two hillslopes. Based on the values of the index of temporal stability (ITS), which combine the mean relative difference (MRD) and SDRD, the two locations were determined to be representative of mean SWC on both hillslopes. Moreover, these locations captured changes in mean SWC (NSCE = 0.69, and 0.65, and RMSE = 1.96, and 1.96 %, respectively). This demonstrates the feasibility of using the temporal stability of SWC to acquire mean SWC on karst hillslopes of southwestern China. The indirect method, which estimates mean SWC by considering the offset between the mean and the measurement value at a time-stable location, predicted mean SWC (NSCE = 0.86, and 0.76, and RMSE = 1.29, and 1.63 %, respectively) more precisely than the direct method (mean SWC directly measured at a time-stable location), because it eliminates deviation by introducing a constant offset (MRD). We recommended the use of the indirect method to acquire mean SWC values, when an allowable bias of 5 % for both MRD and SDRD can not be achieved. In addition, we found that soil texture, RFC, and elevation affect the pattern of SWC on the shrub hillslope. These results are expected to be useful for monitoring soil water dynamics on karst hillslopes, especially for restoration purposes.
机译:了解山坡尺度土壤水分的时间变异性对于指导恢复策略和优化西南喀斯特地区的水资源管理至关重要。这项研究旨在使用时间稳定性分析来进行高级点尺度测量,以表示两个典型喀斯特山坡上的平均面积西南太平洋。根据应用于两个山坡上两个90 mx 120 m样地的网格采样方案(10 mx 10 m),使用时域反射仪在259个采样点上对0-16 cm深度的SWC进行了11-12次测量(TDR)从2011年4月至2012年10月。土壤质地,堆积密度(BD),饱和水导率(K(s)),有机碳(SOC),岩石碎屑含量(RFC)和工地海拔(SE)也是在这些位置进行测量。结果表明,具有较高灌木覆盖度的山坡比具有混合草灌木覆盖度的山坡湿润。这种差异与土壤质地,土壤水渗透性和地形的差异有关。通过与Spearman相关系数(r(s)),平均相对差标准差(SDRD)和平均绝对偏差误差(MABE)获得的值进行比较,我们推断SWC的时间稳定性更高在两个山坡上,在潮湿条件下比在干燥条件下。根据结合了平均相对差(MRD)和SDRD的时间稳定性指数(ITS)的值,确定这两个位置代表了两个山坡上的平均SWC。而且,这些位置捕获了平均SWC的变化(NSCE = 0.69和0.65,RMSE = 1.96和1.96%)。这证明了利用西南沿海地区的时间稳定性来获取中国西南喀斯特山坡平均西南沿海地区的可行性。间接方法通过考虑时间稳定位置处的平均值和测量值之间的偏差来估算平均SWC,从而更精确地预测了平均SWC(NSCE = 0.86和0.76,RMSE = 1.29和1.63%)相比直接方法(在时间稳定的位置直接测量平均SWC),因为它通过引入恒定偏移量(MRD)消除了偏差。当MRD和SDRD均不能达到5%的允许偏差时,我们建议使用间接方法来获取平均SWC值。此外,我们发现土壤质地,RFC和海拔高度会影响灌木山坡上SWC的模式。预期这些结果将有助于监测喀斯特山坡上的土壤水分动态,尤其是用于恢复目的。

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