Literature DB >> 27798802

Geostatistical interpolation of available copper in orchard soil as influenced by planting duration.

Chuancheng Fu1,2, Haibo Zhang1,2, Chen Tu1, Lianzhen Li1, Yongming Luo3,4.   

Abstract

Mapping the spatial distribution of available copper (A-Cu) in orchard soils is important in agriculture and environmental management. However, data on the distribution of A-Cu in orchard soils is usually highly variable and severely skewed due to the continuous input of fungicides. In this study, ordinary kriging combined with planting duration (OK_PD) is proposed as a method for improving the interpolation of soil A-Cu. Four normal distribution transformation methods, namely, the Box-Cox, Johnson, rank order, and normal score methods, were utilized prior to interpolation. A total of 317 soil samples were collected in the orchards of the Northeast Jiaodong Peninsula. Moreover, 1472 orchards were investigated to obtain a map of planting duration using Voronoi tessellations. The soil A-Cu content ranged from 0.09 to 106.05 with a mean of 18.10 mg kg-1, reflecting the high availability of Cu in the soils. Soil A-Cu concentrations exhibited a moderate spatial dependency and increased significantly with increasing planting duration. All the normal transformation methods successfully decreased the skewness and kurtosis of the soil A-Cu and the associated residuals, and also computed more robust variograms. OK_PD could generate better spatial prediction accuracy than ordinary kriging (OK) for all transformation methods tested, and it also provided a more detailed map of soil A-Cu. Normal score transformation produced satisfactory accuracy and showed an advantage in ameliorating smoothing effect derived from the interpolation methods. Thus, normal score transformation prior to kriging combined with planting duration (NSOK_PD) is recommended for the interpolation of soil A-Cu in this area.

Entities:  

Keywords:  Available Cu; Geostatistical interpolation; Jiaodong Peninsula; Normalization methods; Orchard soil; Planting duration

Mesh:

Substances:

Year:  2016        PMID: 27798802     DOI: 10.1007/s11356-016-7882-8

Source DB:  PubMed          Journal:  Environ Sci Pollut Res Int        ISSN: 0944-1344            Impact factor:   4.223


  12 in total

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Journal:  Chemosphere       Date:  2015-04-22       Impact factor: 7.086

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Journal:  Environ Pollut       Date:  2008-06-11       Impact factor: 8.071

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