<a href="#" data-url="http://stackoverflow.com">

$('.jp-image').html('<a href="'+$(this).data('url')+'">
<img src="'+$(this).data('image')+'" alt=""></a>');

<a href="/http://stackoverflow.com">

http://stackoverflow.com/http://stackoverflow.com