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Motorized Activity on Legacy Seismic Lines: A Predictive Modeling Approach to Prioritize Restoration Efforts
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Natural regeneration of seismic lines, cleared for hydrocarbon exploration, is slow and often hindered by vegetation damage, soil compaction, and motorized human activity. There is an extensive...
Semisupervized Object Detection in UAV Images
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This thesis investigates the effectiveness of machine learning algorithms for automatic detection of coniferous seedling data along Boreal seismic lines. In order to obtain a survival assessment and...
Shrub Changes with Proximity to Anthropogenic Disturbance in Boreal Wetlands Determined Using Bi-temporal Airborne LiDAR in the Oil Sands Region, Alberta Canada
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Bi-temporal LiDAR data used to identify correspondence between density of anthropogenic disturbances, wetland shape complexity and changes in vegetation height within >1800 wetlands near Fort McKay