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One can read about Walsh's construction of martingale integral in the paper (pp.16-23) www.math.utah.edu/~davar/ps-pdf-files/SPDEBookDK.pdf

For $U,V\in \mathcal{B}(\mathbb{R}\times \mathbb{R}^+), \phi:U\to V$ is non-singular linear operator

I hope there was a formula like this:

$$ E\left|\iint_{\phi(U)}\xi(y,s)M(dy,ds)\right|^2=E\left|\iint_U \xi(\phi(x,t))|\det \phi|M(dx,dt)\right|^2 $$

or it's maybe more simple when $M$ is the 2-dimensional white noise (or Brownian sheet)

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In the case of white noise, if $\xi$ is deterministic, then \begin{align*} E\bigg|\iint\_{\phi(U)}\xi(y,s)W(dy,ds)\bigg|^2 &= E\bigg|\iint\xi(y,s)1_{\phi(U)}(y,s)W(dy,ds)\bigg|^2\\\\ &= \iint|\xi(y,s)1_{\phi(U)}(y,s)|^2\\,dy\\,ds\\\\ &= \iint_{\phi(U)}|\xi(y,s)|^2\\,dy\\,ds\\\\ &= \iint_U |\xi(\phi(x,t))|^2\\,|\det\phi|\\,dx\\,dt\\\\ &= E\bigg|\iint_U \xi(\phi(x,t))\\,|\det\phi|^{1/2}\\,W(dx,dt)\bigg|^2. \end{align*}

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