High rank vector bundle over surfaces (reference request)

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I would like to find a reasonably concise reference for the following fact.

Let $E$ be an orientable vector bundle over a closed orientable surface $\Sigma$ with rank at least 3. Suppose the second Steifel-Whitney class of $E$ vanishes, then $E$ is a trivial bundle.

Is this in Milnor-Stasheff?