Place almonds in a food processor; cover and process until finely ground. Transfer to a bowl; add the confectioners' sugar, orange zest, cinnamon and nutmeg. Stir in butter. Press onto the bottom and 1 in. up the sides of a greased 9-in. springform pan. Bake at 350° for 9-11 minutes or until lightly browned; cool.
In a large saucepan, combine the pie filling, cranberry sauce, sugar and lemon juice. Sprinkle gelatin over cranberry mixture. Stir until combined; let stand for 1 minute. Cook over low heat until gelatin is completely dissolved, stirring gently. Remove from the heat. Chill until slightly thickened.
Meanwhile, in a large bowl, beat the cream cheese, confectioners' sugar and yogurt until smooth. Spread evenly over cooled crust. Spoon fruit filling over the cream cheese layer. Refrigerate at least 6 hours or overnight. Sprinkle with sliced almonds. Refrigerate overnight.