Detailed information on the data can be accessed here: https://doi.org/10.5281/zenodo.8306405 The database on biomass trade, production, demand, biodiversity proxies will be used in CLEVER future work to quantify the causal impacts of non-food biomass trade on biodiversity threat proxies through ex-post econometric assessments. More specifically, these data will allow us to estimate trader stickiness and trade substitution elasticities for selected products, evaluate biodiversity threats related to trade of non-food biomass from land, and assess biodiversity risks related to trade of biomass from sea. This database will be used as input to the empirical studies on how policy instruments and governance regimes moderate the impacts of land use and land cover change (LULCC), thus identifying leverage points for more effective biodiversity governance. To provide empirical estimates of critical parameters determining potential effects of trade, we use data from both various trading partners and several other publicly available data sources. Data were collected with the focus on the case studies proposed in CLEVER both in terms of countries and supply chains/sectors.