variogram fitting
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2021 ◽  
Author(s):  
Wanjun Zhang ◽  
Xiai Zhu ◽  
Chunfeng Chen ◽  
Huanhuan Zeng ◽  
Xiaojin Jiang ◽  
...  

Abstract Throughfall (TF) is an important water input of rainfall redistribution into floor, and its spatial–temporal variability under some species' canopies has been documented to evaluate effect on splash erosion. However, the understanding of TF variability under large broad-leaved canopy remains insufficient. In this study, the spatial heterogeneity, temporal stability and drop size of TF were quantified using variogram fitting, normalised ranking and filter paper staining, respectively, under banana (Musa nana Lour.) canopy comprising long and wide leaves. Results indicated TF pattern showed strong spatial correlation at a range of 3–5 m. High spatial variability of TF was found, which was affected by rainfall event size and was accompanied by great canopy disturbance. TF plots revealed high time variability, which was mainly controlled by unstable banana canopy structure. TF drop size from leaf dripping points varied in 3–10 mm and showed significant differences (p < 0.05) among five kinds of leaf shapes, implying that concave and broken banana leaves were involved in the variability of TF drop size. Overall, results demonstrate the spatial–temporal variability of TF is dramatically induced by banana canopy with broad leaves, which may result in non-uniform soil water content and splash erosion under the canopy.


Minerals ◽  
2018 ◽  
Vol 8 (9) ◽  
pp. 374 ◽  
Author(s):  
Dewen Du ◽  
Shijuan Yan ◽  
Fengli Yang ◽  
Zhiwei Zhu ◽  
Qinglei Song ◽  
...  

The evaluation of mineral resources on seamounts by geostatistics faces two key challenges. First, the conventional distance/orientation- and the simple distance-based variogram functions used are ineffective at expressing the spatial self-correlation and continuity of cobalt-rich crust thicknesses on seamounts. Second, the sampling stations used for a single seamount are generally very sparsely distributed because of the high survey costs, which results in an insufficient number of information points for variogram fitting. Here, we present an alternative geostatistical method that uses distance/gradient- and distance/relative-depth-based variograms to process data collected from several neighboring seamounts, allowing the variogram fitting. The application example reported for the Magellan seamounts demonstrates the suitability of the method for evaluating the mineral resources of cobalt-rich crusts. The method could be effective also for the analysis of surface data obtained from mountain slopes on land (e.g., soil).


2011 ◽  
Vol 37 (4) ◽  
pp. 464-473 ◽  
Author(s):  
Lluís Pesquer ◽  
Ana Cortés ◽  
Xavier Pons

2004 ◽  
Vol 30 (8) ◽  
pp. 859-866 ◽  
Author(s):  
Ernst Glatzer ◽  
Werner G. Müller
Keyword(s):  

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