Use mini clip brackets, tube,cube clips or midi clips in any finish.
Alternatively use the crescent clip brackets for that discrete modern minimalist look. All available on this site.
Brackets do not rust so can be used in wet areas. Shelf has 2 round and 2 square corners so it can be fitted either way depending on the look required.