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Prepare CSV coordinates for plot validation

Map CSV columns to plot identifiers, longitude, latitude, and explicit CRS evidence.

Coordinate spreadsheets often fail because column meaning is ambiguous rather than because the numbers are unreadable. Explicit mapping prevents latitude/longitude swaps and keeps row-level source references.

A practical preparation workflow

  1. 1

    Select plot ID and coordinate columns.

  2. 2

    Declare CRS and axis order.

  3. 3

    Validate each row and export normalized features.

What to check

  • Unique plot IDs
  • Numeric coordinate values
  • Axis order
  • Duplicate and out-of-range rows
Keep this limitation visible

Country checks and area calculations require verified boundaries and geodesic parity before production use.