Construction　accounts　for　39%　and　36%　of　worldwide　greenhouse　gas　emissions　and　energy　consumption　due　to　its　high　energy　and　material　demands　and　waste　creation.　Thus,　the　building　industry　must　actively　seek　solutions　to　reach　＂carbon　peak＂and　＂carbon　neutrality.＂Pre-manufactured　construction　may　reduce　construction　waste　emissions　by　65%　and　is　being　promoted　worldwide　due　to　environmental　concerns.　In　rural　locations,　where　resource　use,　environmental　burdens,　and　management　are　worse　than　in　cities,　these　buildings　are　underutilized.　Timber,　a　low-carbon　building　material,　has　great　prefabricated　construction　potential.　Prefabricated　structures＇　environmental　benefits　depend　on　timber　provenance.　A　case　study　of　the　industrial　park　in　Yongtai　County,　Fuzhou　City,　investigates　traditional　village　development.　The　study　examines　prefabricated　structures＇　carbon　emissions　and　economic　benefits　during　materialization　in　three　stages.　Firstly,　BIM　is　used　to　create　a　reliable　carbon　emission　prediction　model.　This　model　compares　the　carbon　emissions　from　conventional　cast-in-place　and　prefabricated　construction　materialization.　Secondly,　prefabricated　wood　and　steel-wood　building　energy　efficiency　are　compared.　This　study　compares　domestic　and　foreign　lumber　for　building　energy　conservation　and　emission　reduction.　Thirdly,　rural　revitalization　examines　low-carbon　advancement＇s　economic,　environmental,　and　social　impacts.　This　study　examines　the　homogeneity　of　prefabricated　steel　and　wood　and　its　capacity　to　satisfy　carbon　neutrality　goals　using　a　multidisciplinary　approach　to　estimate　carbon　emissions　during　materialization.　The　research　also　examines　the　potential　of　locally　sourced　timber　to　reduce　building　carbon　emissions　compared　to　imported　timber,　which　could　redefine　prefabricated　public　buildings　in　rural　ecological　environments　and　promote　＂carbon　neutrality＂in　this　context.　　©　2024　AIP　Publishing　LLC.