When you are geographically in the EU the GDPR rights apply to all your data.
The location of the data does not matter.
The origin of the data does not matter.
Citizenship does not matter.
These are the reasons many US firms tried to call GDPR overreaching. However if it didn't apply in this way there would be too much wiggle room to be effective.