Get Advances in Environmental Research, volume 10 PDF

By Justin A. Daniels

ISBN-10: 1617618950

ISBN-13: 9781617618956

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Extra info for Advances in Environmental Research, volume 10

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The main disadvantage is that this technique does not account for topographic influences. Another main disadvantage of Thiessen Polygon method is that there is no possibility of uncertainty analysis. If there are also abrupt transitions in data, it results in a non-smooth surface and high error values. Similar to NN, this technique works best in situations having smooth surface, and the variation in data is not too complex. It is recommended that Thiessen Polygons are used in situations in which numerous predictions are made using the available data since the creation of polygons is the main computational expense of this technique.

G. Splines, Artificial Neural Networks). Global vs. g. g. Local Polynomial Interpolation). Point vs. g. weather stations and oil-well readings). g. given population counts). Gradual vs. g. g. Artificial Neural Networks). 4. SPATIAL INTERPOLATION TECHNIQUES Spatial interpolation techniques are widely used in the field of environmental engineering as shown in Table 1. This section discusses the available interpolation techniques, rendering details about the implementation, specific advantages and disadvantages, and the scenario in which it shows the best interpolation performance.

2006)). This chapter is organized as follows. Section 2 discusses the types of data needed for a SDPS. There are several different ways to classify spatial interpolation procedures. Such classification criteria have been given in Section 3. The specific details of each interpolation technique such as implementation, advantages, disadvantages, etc. have been given in Section 4. An overview of a SDPS known as the Geographical Information System (GIS) software is given in Section 5. A case study of spatial interpolation for environmental data using several interpolation techniques has been given in Section 6.

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Advances in Environmental Research, volume 10 by Justin A. Daniels


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