Canonicalization Issues With Blog - Multiple blog pages

I’m seeing our site pull up multiple instances of the same articles based on the blog page number. For example:

And so on, for every single blog page we have, which drastically inflates the numbers of pages we have, at least when I use tools to crawl it, plus when Google sees it.

How do we stop these pages from showing up? Is it as simple as making the main blog pages canonical?

Thanks.


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