Bastos, TiagoTeixeira, Leonor C.Nunes, Leonel J.R.2025-07-302025-07-302024-08Bastos, Tiago, et al. «Forest 4.0: Technologies and Digitalization to Create the Residual Biomass Supply Chain of the Future». Journal of Cleaner Production, vol. 467, agosto de 2024, p. 143041. https://doi.org/10.1016/j.jclepro.2024.143041http://hdl.handle.net/10400.5/102523Currently, there is an increasing pressure to decarbonize and meet energy demands. In this regard, the usage of renewable energy sources is becoming more prominent. Biomass energy can significantly contribute to this effort. However, due to logistical costs, its exploitation is often considered less ‘desirable.’ Sometimes, partic- ularly in the context of residual biomass, open burning on site is desirable. This study aims to optimize the residual biomass supply chain by leveraging digitalization’s advantages, thereby creating a new model for this purpose. Methodologically, this research initially adopted an empirical approach, analyzing documents from a project that recreated the current scenario. In its second phase, the study involved a literature review to gather insights needed for developing the final model. Consequently, this study offers three major contributions: a detailed mapping of the current scenario, a comprehensive synthesis of the potentials of emerging technologies in the supply chain, and a model illustrating the integration of these technologies in the context of residual biomass. Thus, this research presents an opportunity to transform a common ‘leftover’ into a value-added material. To better assess the model’s value, two analyses, PEST and SWOT, were conducted to align the conceptual proposal with real-world contexts.engResidual biomassSupply chainForest 4.0OptimizationPEST and SWOT analysisjournal article10.1016/j.jclepro.2024.143041