Preprints

Filtering by Subject: Computer and Systems Architecture

A Minimum Information Framework for capturing FAIR data with small Uncrewed Aircraft Systems

Andrea Thomer, Lindsay Barbieri, Jane Wyngaard, et al.

Published: 2021-08-02
Subjects: Computer and Systems Architecture, Library and Information Science

Small Uncrewed Aircraft Systems (sUAS) are an increasingly common tool for data collection in many scientific fields. However, there are few standards or best practices guiding the collection, sharing, or publication of data collected with these tools. This makes collaboration, data quality control, and reproducibility challenging. To that end, we have used iterative rounds of research process [...]

Landscape classification with deep neural networks.

Daniel Buscombe

Published: 2018-06-18
Subjects: Computer and Systems Architecture, Computer Engineering, Earth Sciences, Engineering, Environmental Monitoring, Environmental Sciences, Geology, Geomorphology, Other Statistics and Probability, Physical Sciences and Mathematics, Statistics and Probability

The application of deep learning, specifically deep convolutional neural networks (DCNNs), to the classification of remotely sensed imagery of natural landscapes has the potential to greatly assist in the analysis and interpretation of geomorphic processes. However, the general usefulness of deep learning applied to conventional photographic imagery at a landscape scale is, at yet, largely [...]

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