Because they're Australians, Pacfic Islanders, gamblers that already visit Las Vegas, etc.
We already have the answer to "why test near where people live" from the 2000+ tests already taken place at Yucca Flat (fallout on Vegas & elsewhere), Emu Fields (Adelaide and a future British PM dusted with fallout), Castle Bravo (shat on people's lovely island home and created Gojira (allegedly)), etc.
With eight billion+ on the planet it's hard to test anywhere without affecting someone - hence the move away from above ground to below ground (Atmospheric testing was banned by the 1963 Partial Test Ban Treaty) and a later move to simulations only by the US (although not India, Pakistan, North Korea, etc).