 The transition to carbon neutrality in rural China's energy sector would increase energy consumption and reduce poverty, but also require significant investment and have health benefits that could offset costs in most regions except for lower development southwestern provinces. This article was authored by Ting Ma, Sillu Zhang, Ilong Xiao, and others.