Machine Learning for Object-Based Image Classification
3D modelling based on LiDAR and SfM point clouds
Invasive Alien Plant Species mapping
Radiometric Calibration of Multispectral data
Field of Specialisation
Geographic Information Systems
Remote Sensing
Geospatial analysis
Journal articles
Evaluating pixel and object based image classification techniques for mapping plant invasions from UAV derived aerial imagery: Harrisia pomanensis as a case study. https://doi.org/10.1016/j.isprsjprs.2017.04.009
Radiometric calibration framework for ultra-high-resolution UAV-derived orthomosaics for large-scale mapping of invasive alien plants in semi-arid woodlands: Harrisia pomanensis as a case study https://doi.org/10.1080/01431161.2018.1490503
Projects
PhD Project: Synergy of GIS and Remote Sensing methods for monitoring the impact of invasive alien plants and assessment of the efficacy of control interventions at a national level.
