遇见数据集

AutoTerm: A "big data" repository of glacier termini delineated using deep learning

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Zenodo2023-11-09 更新2026-05-25 收录
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Glacier Identification.csv contains the glacier ID, glacier coordinates, IDs from Moon and Joughin (2008), Region of Interests for each glaciers, and names from Bjørk et al. (2015).uncertainty_all.csv contains the uncertainties from duplicate traces and MC dropout method. Icemask.zip contains thress ice masks from in 2018, 2019, and 2020. Temporal_coverage_image_results.kmz contains the temporal coverage of images and terminus traces of each glacier. time_series_terminus_variation_new.zip contains KMZ files showing the time series of terminus variations, csv of terminus variations, figures of terminus variations. Termini.zip contains the terminus traces delineated by the deep learning method. reference_polygon_new_ID.zip contains the reference polygons for converting TermPicks traces into training label polygons. label_shape_TermPicks.zip contains all the label shapefile converted from Termpicks traces.

Glacier Identification.csv 文件包含冰川ID、冰川坐标、Moon与Joughin(2008)文献中的冰川编号、各冰川的感兴趣区域(Region of Interests)以及Bjørk等人(2015)命名的冰川名称。uncertainty_all.csv 文件包含由重复轨迹与蒙特卡洛丢弃(MC dropout)方法计算得到的不确定性数据。 Icemask.zip 文件包含2018、2019、2020年的三份冰盖掩码。 Temporal_coverage_image_results.kmz 文件包含各冰川的影像时间覆盖范围与末端轨迹数据。 time_series_terminus_variation_new.zip 文件包含展示冰川末端变化时间序列的KMZ文件、冰川末端变化CSV格式数据表以及冰川末端变化可视化图。 Termini.zip 文件包含经深度学习方法勾勒的冰川末端轨迹。 reference_polygon_new_ID.zip 文件包含用于将TermPicks轨迹转换为训练标签多边形的参考多边形。 label_shape_TermPicks.zip 文件包含所有由Termpicks轨迹转换得到的标签形状文件。

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Zenodo
创建时间:
2022-10-13
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