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Preheat oven to 350 degrees. Place almonds on a baking sheet and bake for 8 - 10 minutes or until lightly browned. Remove and let cool. Place almonds in food processor and add 1/4 cup sugar and process until finely ground.
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In a separate bowl, sift together flour, salt, cinnamon and lemon zest. Set aside.
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In bowl of electric mixer on medium speed, beat butter and remaining 1/2 cup sugar until light and fluffy. Beat in egg yolks and vanilla. Beat in ground almonds and slowly add in flour mixture until well combined.
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Divide dough in half and wrap each half in plastic wrap. Refrigerate dough for 60 minutes.
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Preheat oven to 350 degrees. Line two baking sheets with parchment paper. Remove one ball of dough from fridge.
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On a lightly floured surface, roll out dough until about 1/4 inch thick. Using a 3 inch heart or round cookie cutter, cut out the cookies and place 1 inch apart on lined baking sheets.
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Using a smaller cookie cutter, cut out the centers of half of the cookies on the baking sheets. Repeat with remaining dough in fridge. Note: If the cookies start to get soft and lose their shape, place the baking sheets in the fridge until ready to bake.
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Bake cookies for 12 minutes or until lightly brown around the edges. Cool on wire racks.