EAPA_2025 Exam Dumps : ArcGIS Pro Associate 2025

For categorical (classified) rasters such as land-use data, Nearest Neighbor interpolation must be used during resampling. This technique preserves the original class values without introducing fractional or interpolated values.

Cubic (Option A) and Bilinear (Option B) are interpolation methods suited for continuous data (elevation, temperature, etc.), but will distort categorical data.

Therefore, the correct answer is C.

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The Project tool is used to permanently convert data from one coordinate system to another, recalculating coordinates to match the new spatial reference.

Define Projection assigns a spatial reference to datasets that do not have one but does not transform coordinates.

Convert Coordinate Notation converts coordinate formats (such as MGRS, UTM, DMS) but not spatial references.

Therefore, the correct answer is B.

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The asterisk on the Koenker statistic indicates non-stationarity in the data—meaning that relationships vary across space. In such cases, Geographically Weighted Regression (GWR) should be run to account for spatial variability and better model local relationships.

Generate Spatial Weights Matrix (Option B) is used for spatial autocorrelation analyses, not regression refinement.

Generalized Linear Regression (Option C) is a global model and does not address non-stationarity.

Therefore, the correct answer is A.