Titlebook: Basic Steps in Geostatistics: The Variogram and Kriging; Margaret A. Oliver,Richard Webster Book 2015 The Author(s) 2015 Field sampling.Kr

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https://doi.org/10.1007/978-3-319-15865-5Field sampling; Kriging; Spatial analysis; Spatial variation; Variogram

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Margaret A. Oliver,Richard WebsterTakes readers through the essential steps in computing and modelling the variogram, which is often done in a black-box environment that does not lead to an understanding of the spatial variation.Short

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SpringerBriefs in Agriculturehttp://image.papertrans.cn/b/image/181162.jpg

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https://doi.org/10.1007/978-3-319-67630-2 and with sufficient data the assumptions can be applied locally. If there is trend then more complex assumptions are needed; these usually comprise a combination of deterministic spatially smooth trend plus random residuals that are spatially correlated and stationary to some degree.

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Introduction,me the central tool of geostatistics. Successful kriging and estimation of the variogram depend on sampling adequately without bias and with suitable spatial configurations and supports. These differ somewhat from design-based estimation with its emphasis on random sampling.