Using LiDAR Data to Discover Abandoned Oil Waste Pools in the Northern Ecuadorian Amazon: linking Community-Based Monitoring and Object and Semantic Segmentation Deep Learning Approaches

Data sets contain:
Sample sites Pool Location in (shp)Object Detection Models (OD)BlendConvex_ODN°PoolBlendSlope_ODN°PoolPixel Segmentation Models (PS)SLN°Pool_LRPCN°Pool_LRStatisticsGraphs_LossAccuracy (script R)Results_Tensorboard (xlsx data set used inside the script)ResultsPredicted BBOX P.Convexity-DTM132_020.shp (OD)Predicted BBOX P.Convexity-DTM522_017.shp (OD)Predicted OilPool Slope-DTM132_020.shp (PS)Predicted OilPool Slope-DTM522_017.shp (PS)