DALLAS — Two Arizona cities will have to find revenue to cover Major League Baseball’s spring training facilities improvements because Arizona Sports and Tourism Authority subsidies will fall $165 million short of expectations, officials say.

After hitting a 2007 peak of $24 million, ASTA revenues fell to $20.7 million in 2010 and are expected to rise to about $22 million this year. The authority collects a tax of 1% on hotel guests and 3.25% on rental cars in Maricopa County, which includes the county seat of Phoenix.

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