Yiping Zhang

A Systematic Transparency Assessment Framework for Life Cycle Background Database to Address Three-Level Black Boxes

Life cycle background database (LCBD) is central to carbon footprint and life cycle assessment (LCA) modeling, yet transparency remains inconsistent across mainstream (ecoinvent, GaBi, USLCI) and emerging (TianGong, HiQLCD) databases. A lack of unified disclosure standards result...