Exam 4: Spatial Analysis

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A smaller power value in IDW results in a smoother surface

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  In the output layer, 1 represents In the output layer, 1 represents

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In kriging, semivariance is a function of

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Addition of two rasters: 2 4 3 4 1 2 5 6 4 + 2 4 3 2 1 6 7 5 8 =

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  The above operation is similar to The above operation is similar to

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Kriging assumes that the variation in a surface consists of three components, which are

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Spatial interpolation is a method for creating surfaces to approximate spatial distributions of environmental phenomena based on point observations

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Below are cross sections of a terrain surface. The dots represent sampled points, the dotted line represents the cross section of the real terrain surface, and the solid lines represent cross sections of the interpolated surfaces. Which solid line more likely represents the cross section of the surface interpolated using IDW?

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Low-order trend surfaces are not good for modelling

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Cost distance can be weighted by

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Kriging uses the following equation to calculate interpolated values. z0=i=1kziwiz_{0}=\sum_{i=1}^{k} z_{i} w_{i} The weight wi depends on

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In the following model, what is the missing GIS operation? In the following model, what is the missing GIS operation?

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In order to minimise edge effects in spatial interpolation, you should

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1 1 0 0 0 1 1 0 1 AND 1 0 1 1 0 1 1 0 0 =

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With which of the following weight values (τ), does a regularised spline produce a smoother surface?

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Map algebra is used to build mathematical models with

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We have two rasters: We have two rasters:   Which mathematical operator can be used to overlay them in order to produce meaningful results? Which mathematical operator can be used to overlay them in order to produce meaningful results?

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A distance surface map (e.g., the proximity to a nuclear waste disposal facility) can be used to produce a buffer map (e.g., a 1km buffer around the disposal facility) by applying

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Raster overlay is more commonly used than vector overlay for environmental modelling, because

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IDW, second-order trend surface, regularised spline and spline with tension were used to interpolate surfaces based on the same set of sample points. The RMSE errors generated by IDW, second-order trend surface, regularised spline and spline with tension are respectively 0.87, 1.72, 1.01 and 0.99. Which interpolation method produced the best results?

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