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全球土地覆盖(LC)标记影像数据集

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arXiv2018-11-15 更新2024-06-21 收录
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全球土地覆盖(LC)标记影像数据集由地球光辉基金会开发,旨在通过高分辨率地球影像和高质量土地覆盖分类,支持农业和经济发展的关键工作。该数据集利用公共的Sentinel-2数据和GlobeLand30标签,通过机器学习和众包方式生成,以提高分类准确性。数据集的应用领域广泛,包括可持续林业、城市规划等,旨在解决全球发展社区面临的土地覆盖分类问题,推动在农业、食品安全、保护、健康等领域的创新和进步。

The Global Land Cover (LC) Labeled Image Dataset was developed by the Earthshine Foundation to support critical initiatives for agricultural and economic advancement via high-resolution Earth imagery and high-quality land cover classification. This dataset is constructed using public Sentinel-2 data and GlobeLand30 labels, combined with machine learning algorithms and crowdsourcing workflows to enhance classification accuracy. Boasting a wide range of application scenarios including sustainable forestry, urban planning and more, this dataset aims to address land cover classification challenges faced by the global development community, and promote innovation and progress in fields such as agriculture, food security, conservation, and public health.
提供机构:
地球光辉基金会
创建时间:
2018-11-15
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