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In this digital world, there is a large requirement of high resolution satellite image. Images at a low resolution may contain relevant information that has to be integrated with the high resolution i...
Single Nugget Kriging     objective function value  robust       2015/8/21
We propose a method with better predictions at extreme values than the standard method of Kriging. We construct our predictor in two ways: by penalizing the mean squared error through conditional bi...
In this paper, application of the spatial statistical technique, kriging, for the spatial analysis of groundwater levels is shown. The data set consists of groundwater levels measured at about 60 poin...
In interpolation of groundwater properties such as transmissivity, due to the unknown distributed values of the variables and heterogenity, the best and the unbiased aspects are frequently difficult t...
In interpolation of groundwater properties such as transmissivity, due to the unknown distributed values of the variables and heterogenity, the best and the unbiased aspects are frequently difficult t...
In this paper, application of the spatial statistical technique, kriging, for the spatial analysis of groundwater levels is shown. The data set consists of groundwater levels measured at about 60 poin...
Accurate estimates of soil organic carbon (SOC) stocks are required to quantify carbon sources and sinks caused by land use change at national scale.
利用基于局部移动Kriging插值无网格法对层合板自由振动进行了数值分析,基于一阶剪切层合理论导出了层合板振动的控制方程和边界条件,进一步得到了自由振动的离散化特征方程。由于Kriging插值函数具有Kronecker delta函数性质,可以直接施加本质边界条件。通过本文给出的方法,对不同边界条件、不同跨厚比、不同材料参数和铺设角度的层合板的振动频率进行了计算,均得到满意结果。最后用该方法对层合...
In Kriging interpolation, the types of variogram model are very finite, which make the variogram very difficult to describe the spatial distributional characteristics of true data. In order to overcom...
运用Kriging算法的无偏、方差最小等优点,提出一种新的变异函数参数估计方法,并与曲面拟合法结合,对点云数据进行插值。实例分析表明了两者结合在点云数据插值应用中的有效性和实用性。
针对目前海底地形构建方面存在的问题与不足, 基于普通Kriging 的计算公式, 以渤海海域采集的离散高程点数据为例, 对构建海底地形高程模型的空间插值方法——Kriging 方法进行了研究。针对海底地形建模的具体实现, 重点对Kriging 算法的数据分布检验、数据分组、球形模型拟合、网格化插值以及结果显示等模块进行研究。最后, 基于Visual C++ 6.0 平台对海底地形高程的插值过程进行...
This new research presented here for the first time in the Croatian geomathematical community, aims to establish several criteria which will aid in the selection of deterministic or stochastic geostat...
Using 45 rain gauges, located in the center of French-speaking Switzerland (approx. 1,600 sq. km), we evaluate an annual mean precipitation map for the years 1974, 1975 and 1976. This estimate is ba...
Universal kriging techniques based on the generalized covariances corresponding to IRF-k theory, are applied to analyze the design of raingauging networks in regions where the spatial mean is not co...
We present Top-kriging, or topological kriging, as a method for estimating streamflow-related variables in ungauged catchments. It takes both the area and the nested nature of catchments into account....

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