Geospatial and Image Data 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 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]...

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Bibliographic Details
Published in:Journal of open archaeology data 2021-11, Vol.9
Main Authors: Conner, Weston, Carter, Benjamin, Blackadar, Jeff
Format: Article
Language:English
Subjects:
deep learning
digital elevation model
Geospatial data
iron production
mask r-cnn
Optical radar
pennsylvania
rch
relict charcoal hearth
Remote sensing
Online Access:Get full text
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Summary: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".
ISSN:2049-1565
2049-1565
DOI:10.5334/joad.80