It's very hard to root Daturas. Your better off to either overwinter the plant or to collect the seed and start them fresh in the spring.
Laura

a neighbor planted 1 datura last year. She left outdoors in winter which effectively killed it, but it managed to seed which grew to several new plantings this year.