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Precision Ag Data Analysis
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Surface modeling maps the
spatial distribution and pattern of point data…
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Map
Generalization— characterizes spatial trends
(e.g., titled plane)
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Spatial Interpolation— deriving
spatial distributions (e.g., IDW, Krig)
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Other— roving
window/facets (e.g., density surface; tessellation)
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Spatial statistics investigates
the “numerical” relationships in mapped data…
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Descriptive—
aggregate statistics (e.g., average/stdev, similarity,
clustering)
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Predictive— relationships
among maps (e.g., regression)
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Prescriptive—
appropriate actions (e.g., optimization)
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