Viticulture is becoming a successful alternative cropping system in Kentucky due to the increased demand for locally grown grapes and their profitability. However, the sustainability of the industry is hindered by insufficient experience on estimating crop size of hybrid and vinifera cultivars in a region that is subject to frequent damaging winter and spring temperatures.