Luis Carlos Miranda

Luis Carlos Miranda serves as Professor for Environmental Data Analysis and Programming at Eberswalde University for Sustainable Development, specifically within the Faculty of Forest and Environment. His office is located at Waldcampus, Alfred-Möller-Straße 1, 16225 Eberswalde, Room 11.209.

Professor Miranda's research focuses on the intersection of environmental science and advanced computational techniques. His work demonstrates expertise in applying machine learning algorithms to solve complex problems in forestry and agricultural systems. His research interests include environmental data analysis, remote sensing applications, machine learning for ecological systems, greenhouse modeling, and UAV-based forest monitoring.

His recent publications reveal a strong emphasis on applying deep learning techniques to environmental challenges, particularly in the areas of forest management and agricultural optimization. He has developed innovative approaches using U-Net convolutional networks for detecting windthrown tree stems from UAV imagery and implemented prediction error-driven memory consolidation systems for adaptive greenhouse models.

Professor Miranda has collaborated with researchers from institutions including Scuola Superiore Sant'Anna in Pisa and Humboldt-Universität zu Berlin. His work has received funding from the German Research Foundation (DFG) and the Federal Ministry of Food and Agriculture (BMEL) through the PROSIBOR project focused on developing sensor-based intelligent greenhouse management systems.