zoning/permits for community gardens

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I live in a small town in the foothills of Northern California.  Our church wants to create a community garden on property that is zoned residential.  Does anyone have any information on zoning practices for community gardens?  Our planning department says it has to be on property zoned agricultural. (There is a great deal of agricultural land in the county.)

 

Thank you,

Robin Stanley