Regular biography
Jagannath Aryal is an Associate Professor in the Department of Civil Engineering at The University of Melbourne. His email address is jagannath.aryal@unimelb.edu.au, and his profile can be accessed at https://findanexpert.unimelb.edu.au/profile/865150. His research interests are not specified in the available information.
Scholar-generated biography
Jagannath Aryal is an Associate Professor in the Department of Infrastructure Engineering at The University of Melbourne, specializing in EO for Geoinformation, Spatial Statistics, Smart Cities, Deep Learning, and Disaster Management. His research focuses on leveraging advanced machine learning and deep learning techniques for geospatial analysis, including landslide detection, wildfire susceptibility mapping, and urban feature segmentation. Aryal's work integrates remote sensing data with GIS tools to address challenges in disaster risk assessment and urban planning. His publications explore the application of convolutional neural networks, object-based classification, and data mining techniques for environmental and infrastructural monitoring.