If you intend to operate a radio at over half a watt then yes you do. You can apply online at https://secure.ofcom.org.uk/busrad/Do you need one??
convert the rtk base to wifi and send the data down the interweb then use your phone as a hotspot in the field?
It's amazing there there seems to be so many places left that don't get decent mobile signal.