I've collected a bunch of GPS polylines (WGS84).
What is the easiest way to measure the length of these lines in KM using QGIS or ArcGIS Desktop?
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With ArcGIS, project them to a projected coordinate system then use the field calculator to calculate their length.
If you need step by step directions, this tutorial will help