Let $F$ be a finite field of characteristic $p$ over $\mathbb{Z}_p$ with $p^r$ elements. Then I have proved that the map $\phi: x\mapsto x^p$ is a field automorphism of $F$. Moreover, $\phi(x)=x$ if and only if $x\in \mathbb{Z}_p$.
I am confused on:
(1). Is every field automorphism of $F$ fixing $\mathbb{Z}_p$ can be written in this form?
I do not know how to prove:
(2). $\phi$ is an invertible linear map on the $\mathbb{Z}_p$-vector space $F$ and determine the minimal polynomial of $\phi$ over $\mathbb{Z}_p$.
(3). Let $K$ be a finite field of characteristic $p$ over $\mathbb{Z}_p$ with $p^t$ elements. Then $K$ is a subfield of $F$ if and only if $t\mid r$.
(4). If $t\mid r$, then $\phi^t: x\mapsto x^{p^t}$ is a field automorphism of $F$ such that $\phi^t(x)=x$ if and only if $x\in K$. Moreover, how about the minimal polynomial of $\phi^t$ over $K$?
(1) Note that the "form" you are talking about, $x\mapsto x^p$, is just one single automorphism. It is not really a form at all. You are asking if this is the only automorphism. The answer is no. For one there is the trivial automorphism $x\mapsto x$, and by composing this so-called Frobenius automorphism with itself multiple times you also have $x\mapsto x^{p^2}$, $x\mapsto x^{p^3}$ etc. This sequence of automorphisms eventually repeats, since $x=x^{p^r}$ for all $x\in F$. (Exercise: why? Hint: every $x\in F^\times$ is a _-root of unity.) Note every field automorphism of $F$ automatically fixes $\Bbb Z/p\Bbb Z$ pointwise. (Exercise: why?)
(2) You have already proved $\phi:x\mapsto x^p$ is a field automorphism fixing $\Bbb Z/p\Bbb Z$ pointwise. Use this latter property to prove that $\phi$ is $\Bbb Z/p\Bbb Z$-linear, i.e. additive and $\phi(ax)=a\phi(x)$ for all $a\in\Bbb Z/p\Bbb Z$.
Every $x\in F$ satisfies $x^{p^r}=x$, which can be rewritten as $\phi^rx=x$, so we know $f(\phi)=0$ where $f(T)=T^r-T$. As $f$ is monic and degree $r$, it must be the characteristic polynomial of $\phi$. The minimal polynomial $m(T)$ must have degree $\le r$; suppose it is strictly $<r$. Write $m(\phi)x$ as a polynomial in $x$; what is its degree? Given its degree, how many roots can it have max? Can it be the zero map? What can we conclude?
(3) Hint ("only if"): if $F/K$ is an extension of fields then what is $|F|$ in terms of $|K|$ and $\dim_KF$?
Hint ("if" part): Use the fact that ${\Bbb F}_q$ must be a splitting field of $x^q-x$ (this fact follows from the discussion already above; do you see how?). It is an important field-theoretic fact that splitting fields are isomorphic, therefore a splitting field of a composite polynomial $f(T)g(T)$ will always contain a copy of a splitting field of $f(T)$ (why does this make sense?).
All of the reasoning put on the table now is sufficient to do (4). Try on your own.