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In these univariate models, we evaluated both linear terms (β z i ) and nonlinear smooth functions (f z i ); using a thin-plate spline basis with basis dimension k = 4) of each GIS covariate z i.
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Using the GIS, each bari is assigned a flood protection status (1 for protected or 0 for unprotected).
A species tree on G is a rooted binary tree with exactly g leaves, where each i ∈ Gis the label of a single leaf.
We visually inspected each herd track in GIS to detect and remove these spurious points manually.
According to the result it calculates, our algorithm colors the road map for each status changes on GIS projection screens.
With the support of GIS software, each variable was classified and entered into the multivariate regression model.
Using vegetation surveys and GIS datasets each component was measured and assigned a numeric value based either on presence or quantity and/or extent for 150, 1 km2 survey sites across Wales.
Selected components of natural products and tourism services in the case area were mapped as data layers in GIS, with each layer containing monetary values for every 25 m cell.
Because an individual mine may consists of multiple panels and complex geometry, the use of the 3D prediction model for obtaining the spatial distribution of subsidence is very time-consuming without the GIS, as each mining panel has to be calculated separately.
Circular buffer zones with n50 m, 100 m and 150 m radii were constructed around each subject using standard GIS software, ArcGIS (ESRI).
Network analysis (i.e. finding the shortest path between two locations on a road network) was carried out for each outlet using Arc GIS version 9.1.
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