These data were used to build an object detection model to locate Relict Charcoal Hearths (RCH) as described in the paper “When Computers Dream of Charcoal: Using Deep Learning, Open Tools and Open Data to Identify Relict Charcoal Hearths in and around State Game Lands in Pennsylvania” [1]. This is the first grouping of data for the paper above. The second grouping is also available in this journal, see “Object detection model, image data and results from the “When Computers Dream of Charcoal: Using Deep Learning, Open Tools and Open Data to Identify Relict Charcoal Hearths in and around State Game Lands in Pennsylvania” paper”. These files consist of georeferenced Digital Elevation Model, Hillshade and Slope files derived from LiDAR for the State Game Lands (SGL). Included is a Shapefile and GeoJSON of State Game Land borders as well as the program used for downloading the LiDAR files. These data are stored on Zenodo.org. CORRESPONDING AUTHOR: Weston Conner archaeologist, author, data collection and verification, GIS expert, Lehigh University, US westonconner96@gmail.com

中文翻译：

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地理空间和图像数据来自“当计算机梦想木炭：使用深度学习、开放工具和开放数据来识别宾夕法尼亚州游戏土地及其周边地区的残余木炭炉”论文

这些数据用于构建对象检测模型以定位 Relict Charcoal Hearths (RCH)，如论文“当计算机梦想木炭：使用深度学习、开放工具和开放数据识别 State Game Lands 及其周围的 Relict Charcoal Hearths”中所述在宾夕法尼亚州”[1]。这是上述论文的第一组数据。第二组也可在本期刊中找到，请参阅“物体检测模型、图像数据和结果来自“当计算机梦想木炭：使用深度学习、开放工具和开放数据来识别 State Game Lands 及其周边地区的 Relict Charcoal Hearths”宾夕法尼亚州“纸”。这些文件包括从 LiDAR 为 State Game Lands (SGL) 派生的地理参考数字高程模型、山体阴影和坡度文件。包括 State Game Land 边界的 Shapefile 和 GeoJSON，以及用于下载 LiDAR 文件的程序。这些数据存储在 Zenodo.org 上。通讯作者：Weston Conner 考古学家、作者、数据采集与验证、GIS 专家，美国利哈伊大学 westonconner96@gmail.com