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Apr 23, 2021
Bickel, Valentin, 2021, "Impacts drive lunar rockfalls over billions of years", https://doi.org/10.17617/3.OG927P, Edmond, V1
This catalog contains all lunar rockfalls mapped in LRO NAC images using a Convolutional Neural Network, as presented and discussed in Bickel et al. (2020): https://www.nature.com/articles/s41467-020-16653-3, capped at 80°N and 80°S and 60°N and 60°S (only images with solar incid...
Apr 23, 2021
Bickel, Valentin, 2021, "A Catalog of 687 Lunar Rockfalls", https://doi.org/10.17617/3.60, Edmond, V1
This catalog contains detailed information about 687 individual lunar rockfalls mapped in LRO NAC images. The catalog contains information about (sequentially): ID (id), LAT (latitude), LON (longitude), MAP PROJECTION (map projection type), TARGET TYPE (geomorphic type), B_DEPO (...
Feb 10, 2021
Bickel, Valentin; Mandrake, Lukas; Doran, Gary, 2021, "A Labeled Image Dataset for Deep Learning-Driven Rockfall Detection on the Moon and Mars", https://doi.org/10.17617/3.7BXEVC, Edmond, V1
Background: The term rockfall describes the rapid displacement of a large, usually meter-sized block of rock down-slope, triggered by, for example, endogenic or exogenic events like impacts, quakes or rainfall. In a remote sensing context, the term rockfall is also being used to...
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