Page numbers are fields in a header or footer. When you added a new landscape section you probably told the header/footer to not be the same as previous. You need to insert the page number into the header/footer of your new section.

To do that, go to the landscape section and double-click where you want your page number. Then insert page number at the current location.

Header/Footer Settings Recap