基于幻灯片扫描仪的显微镜图像数据集,来自南大洋表面沉积物的化石藻
Saki Ishino1, Takuya Itaki1,2
1Geological Survey of Japan, National Institute of Advanced Industrial Science and Technology, 1-1-1 Higashi, Tsukuba, Ibaraki 305-8567, Japan.
Data in brief
|January 21, 2026
概括
这一数据集为古环境研究提供了南洋藻化石图像. 它包括Eucampia南极洲的注释图像,用于训练人工智能模型进行海洋藻分析.
科学领域:
- 海洋生物学 海洋生物学
- 古生物学的古生物学
- 数据科学是数据科学.
背景情况:
- 化石藻对于了解过去的海洋状况至关重要.
- 需要高分辨率成像才能准确地识别和分析藻.
- 南洋是古海洋学研究的关键区域.
研究的目的:
- 为了呈现南洋化石藻的全面数据集.
- 为训练人工智能模型用于藻检测提供注释图像.
- 促进生物地理和古环境研究.
主要方法:
- 从南大洋收集表面沉积物样本.
- 使用标准藻加工技术准备永久幻灯片.
- 获取全盖滑扫描和细分的图像,分辨率为0.23μm/像素.
- 用YOLO格式对图像进行注释,用于Eucampia南极洲的检测.
主要成果:
- 一个数据集的高分辨率扫描图像的化石藻.
- 专门用于古老环境指标Eucampia antarctica的注释图片.
- 适用于训练和验证物体检测模型的数据.
结论:
- 该数据集使得基于化石藻的高级图像分析成为可能.
- 它支持自动化藻识别工具的开发.
- 这个资源促进了南大洋的生物地理和古环境研究.
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