Speaking of US and China, obvious candidates are immigration policy and one-child policy. Other levers: female education, child mortality reduction, shift in cultural norms towards small nuclear families, access to contraceptives. The entire 'western' world is experiencing population decline, and not for lack of resources.
As a curiosity, I saw a few years ago an article from Africa: 'Meet the Ugandan Businessman with 13 Wives, 176 Children'. I hope we can agree that this kind of reproductive behavior is utterly unsustainable in a world that has learned about its limits (and sadly overshot them already).
https://face2faceafrica.com/article/mustafa-mugambo-mutone
Edit: Of course landmass is an approximation. Of course Alaska / Arizona are not Iowa. On the flip side, Tibet / Xianjiang are not Guangdong either. The core point that given that TotalEmissions = Population * PerCapitaEmissions and the Earth only cares about TotalEmissions. We've got to price for the Population term somehow, lest it becomes an unaccounted externality.