Data package from "Regional Mapping and Spatial Distribution Analysis of Canopy Palms in an Amazon Forest Using Deep Learning and VHR Images"
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This data package contains the very high resolution maps of canopy palms from the paper "Regional Mapping and Spatial Distribution Analysis of Canopy Palms in an Amazon Forest Using Deep Learning and VHR Images". These maps have been produced with two GeoEye-1 very high resolution images (0.5 m) and a Deep Learning method for image segmentation called U-net, methods and data are fully described in the article. The total size of the decompressed archive is 2.56 Go and is distributed in two shapefiles, one for each GeoEye-1 image. When using this dataset, please cite the original article https://doi.org/10.3390/rs12142225
本数据包包含来自论文《使用深度学习与超高分辨率(Very High Resolution,VHR)影像开展亚马逊森林冠层棕榈树区域制图与空间分布分析》的冠层棕榈树超高分辨率分布图。该系列分布图依托两幅GeoEye-1超高分辨率影像(空间分辨率达0.5米),以及名为U-net的深度学习图像分割方法生成,相关研究方法与数据集细节已在论文中完整说明。解压后的归档文件总大小为2.56吉字节(Go),以两个形状文件(Shapefile)分发,分别对应前述两幅GeoEye-1影像。使用本数据集时,请引用原文:https://doi.org/10.3390/rs12142225



