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

Name: 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
Creator: Benitez, Fatima L.; Zapata, Maria; Toscano, David; Sampedro, Carolina; Mena, Carlos F.
Published: 2024-01-24T00:00:00+08:00

Figshare2024-01-24 更新2026-04-08 收录

废弃油池遥感检测

深度学习语义分割与目标检测

数据链接：

https://figshare.com/articles/dataset/Oil_Pool_Detection_Dataset/25057889/3 数据链接链接失效反馈

官方服务：

资源简介：

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)

提供机构：

Benitez, Fatima L.; Zapata, Maria; Toscano, David; Sampedro, Carolina; Mena, Carlos F.

创建时间：

2024-01-24

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

资源简介：

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