The code you showed
<?php
$includeOnly = true;
$DefaultZone = 'WAZ021';
$doSummary = false;
include_once("rss-advisory.php");
?>
will work fine on a page on your site, as long as that page is NOT named rss-advisory.php.
The rss-advisory.php page should be based only on the source from
http://saratoga-weather.org/rss-advisory.php?sce=view.
You should change (in the page with the include_once("rss-advisory.php") the $DefaultZone value to your zone in Tennessee (the sample you showed was for a zone in Washington state).
Let me outline what's needed:
1) create a page (call it advisory.php) using Frontpage if you like.
2) edit the advisory.php page (with notepad) to insert the PHP snippet above (with a changed value for $DefaultZone)
3) download rss-advisory.php from my site (URL above) and upload it unchanged to your website.
4) upload your advisory.php page to your website.
Then you should be able to see the full results in your template page by viewing advisory.php on your website.
Best regards,
Ken