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:<b>Sample sites</b> Pool Location in (shp)<b>Object Detection Models (OD)</b>BlendConvex_OD<b>N°Pool</b>BlendSlope_OD<b>N°Pool</b><b>Pixel Segmentation Models (PS)</b>SL<b>N°Pool</b>_LRPC<b>N°Pool</b>_LR<b>Statistics</b>Graphs_LossAccuracy (script R)Results_Tensorboard (xlsx data set used inside the script)<b>Results</b>Predicted 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)