Lu2020

: Use the "Calculate Field" tool to define the feature based on existing data. For example, you might create a "Is_Urban" binary feature where a specific land use code (like 11) is marked as 1 and all others as 0.

: Click on the map to trace the land use area you want to define. Double-click to finish the feature.

Depending on your goal—whether you are creating a new spatial feature (like a polygon) or a data attribute (feature engineering)—here are the steps to proceed: 1. Create a New Spatial Feature (Vector Data) LU2020

To "make a feature" using the dataset (typically referring to Land Use/Land Cover data for the year 2020), you are likely working within a Geographic Information System (GIS) like ArcGIS Pro or QGIS .

: Open the "Create Features" pane. Select your new layer and choose a construction tool (like the Polygon or Freehand tool). : Use the "Calculate Field" tool to define

: In your GIS software, create a new shapefile or geodatabase feature class (e.g., Polygon) that matches the coordinate system of your LU2020 layer.

: Ensure you save your edits to commit the new feature to the dataset. 2. Feature Engineering for Analysis Double-click to finish the feature

If you are performing "feature extraction" for a machine learning model (e.g., for LULC change detection ):