Danilo Simões

• Abstract

  The increase in forest production in South America has driven the adoption of highly mechanized wood harvesting systems, which, while enhancing operational efficiency, may represent a significant source of carbon emissions. Understanding these emissions is essential to support mitigation strategies and strengthen the sustainability of the forestry sector. Accordingly, this project aims to…

  Carbon emissions during mechanized timber harvesting in planted forests in South America, AV.EXT

• Abstract

  The forests investment projects in real assets evaluated through traditional methods, do not allow to contemplate managerial actions that can be demanded during the economic life of these, therefore, they are inadequate to manage real circumstances intrinsic to forest projects. Thus, from the consideration of managerial flexibility in the decision-making process, the discounted cash flow …

  Economic valuation of forest restoration systems approach to real options for decision making, AP.R

• Abstract

  The application of machine learning techniques allows making predictions based on data, which can generate a better predictive result in estimating the maintenance of self-propelled forest machines, contributing significantly to the rationalization of resources. That said, the objective is to analyze the performance of machine learning algorithms, through regression analysis, as predictor…

  Forwarder maintenance prediction in cut-to-length system: machine learning approach, BP.IC

• Abstract

  The accurate maintenance planning of self-propelled forest machines employed in wood harvesting can be carried out through the approach of statistical methods of machine learning, as it provides detailed analyzes from the processing of large volumes of data. That said, the objective will be to verify if the models generated by machine learning by classification, will reach precision for t…

  Machine learning applied to the prediction of harvester maintenance employed in Eucalyptus harvesting, BP.IC

• Abstract

  In the forest area, investment projects in biological assets are commonly evaluated through the traditional approach, that is, they do not consider associated uncertainties, and especially the flexibilities that can be contemplated throughout the useful life of the asset. Thus, due to the traditional net present value not considering these flexibilities, the objective is to price the unde…

  Strategic decision making: Real Options applied to planted forests with Pinus, BP.IC

(Only some records are available in English at this moment)