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冰川湖图像数据集

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国家冰川冻土沙漠科学数据中心2026-01-14 更新2025-08-30 收录
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https://www.ncdc.ac.cn/portal/metadata/9b9d8d44-4187-441d-8f97-f2ad10fa28fd
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冰川湖是冰冻圈的重要组成部分,被认为是气候变化的关键哨兵。虽然卫星图像提供了一种直接的方法来监控其动态,但传统方法通常是主观且耗时的。深度学习技术虽然前景广阔,但一直受到标记冰川湖数据集稀缺的阻碍。为了解决这一限制,我们推出了 Glacial Lake 图像数据集 (GLID),这是...

Glacial lakes are important components of the cryosphere and are regarded as key sentinels of climate change. While satellite imagery provides a direct approach to monitoring their dynamics, traditional methods are often subjective and time-consuming. Although deep learning technologies hold great promise, their advancement has long been hindered by the scarcity of labeled glacial lake datasets. To address this limitation, we present the Glacial Lake Image Dataset (GLID), which is...
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2026-01-14
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