It's possible it'll be like the arrangement Stephen A. Smith has with WEPN NYC and KSPN L.A. where he's on from 7-9pm ET (4-6PM PT) in New York and from 6-8pm PT (9-11pm ET) in L.A.
He usually does both shows from WEPN'S studios at Penn Plaza above Madison Square Garden, although he does bounce around the country a lot so he'll do shows from various stations.
Has mic, will travel.
Geraldo could be on from 10am-Noon ET (7am-9am PT) in New York and from 10am-Noon PT (1pm-3pm ET) in L.A.
Likely both shows would mostly emanate from NYC being as he has the Fox News Channel TV gig on the weekends.