Apologies to John Kormylo; I was spending a long time composing this and your comment appeared before I had finished, but I'm posting my answer anyway.
TeX typesets paragraph by paragraph and at the end of each paragraph checks whether there should have been a page break durung the paragraph. If so then it typesets the first part of the paragraph, inserts the page break and moves the rest of the paragraph without retypesetting to the next page. This means that if the page styles of the two pages differ the bottom part of the paragraph will retain the format for the first page, not change to that of the second page.
The memoir class provides a command \parnopar which will invisibly force a new paragraph. Its definition, based on The TeXbook Exercise 14.15 is:
\newcommand{\parnopar}{\parfillskip=0pt\par\parskip=0pt\noindent}
If you put this (enclosed in braces) after the last word on the fist page then the following text will be typeset on the next page according to its layout.
.... bottom line on the page {\parnopar}
first line for the next page ...
I know of no way of doing this automatically. Process your document and look at the output. Then edit the document inserting the {\parnopar} between the appropriate word pair in the awkward paragraph.
The following example is meant to show that the paragraph split is invisible in the typeset output.
% useparnopar.tex
\documentclass{article}
\newcommand{\parnopar}{\parfillskip=0pt\par\parskip=0pt\noindent}
\begin{document}
This paragraph has many lines.
This paragraph includes many lines.
Many lines are typeset in this paragraph.
There are many lines in this paragraph.
This paragraph has many lines.
This paragraph includes many lines.
Many lines are typeset in this paragraph.
There are many lines in this paragraph. % {\parnopar}
This paragraph has many lines.
This paragraph includes many lines.
Many lines are typeset in this paragraph.
There are many lines in this paragraph.
Now for another paragraph with \verb|{\parnopar}|!
This paragraph has many lines.
This paragraph includes many lines.
Many lines are typeset in this paragraph.
There are many lines in this paragraph.
This paragraph has many lines.
This paragraph includes many lines.
Many lines are typeset in this paragraph.
There are many lines in this paragraph. {\parnopar}
This paragraph has many lines.
This paragraph includes many lines.
Many lines are typeset in this paragraph.
There are many lines in this paragraph.
And something afterwards.
\end{document}