1) Launch GIMP,
- goto Edit Menu >> Preferences >> Pull down Folders >> Gradients
This is the directory where your new gradient files should be copied into.
NOTE: this applies also for brushes, palettes, patterns, etc... all under the Folders pull-down. Click on each to find out what directory the downloaded files should be copied into.