Bring watermelon, wine, honey, salt masala, orange rind and juice and lemon rind to a boil, stirring constantly. Reduce heat. Simmer for 20 minutes. Allow to cool.
Puree in blender or food processor. Transfer to a bowl. Stir in sour cream. Chill thoroughly before serving water melon soup.