This paper presents a comprehensive review of low-carbon materials and construction techniques commonly used in vernacular buildings. The study highlights the relevance architecture context shift towards sustainable practices. A combination climatic zone map, language type continent map is to identify regions. Eight bio-based materials, including wood, adobe, rammed earth, cob, sod, thatch, bam...