> […] and whether you are in an urban canyon can make significant difference.

AIUI, urban canyons was one of the reasons why Japan built their QZSS system:

* https://en.wikipedia.org/wiki/Quasi-Zenith_Satellite_System

* https://gssc.esa.int/navipedia/index.php/QZSS_Signal_Plan