Standardized Algorithm Documentation for Improved Scientific Data Understanding: The Algorithm Publication Tool Prototype
| Autor: | Sean W. Bailey, Deborah K. Smith, Kaylin Bugbee, Rahul Ramachandran, Aaron Kaulfus, Alyssa Harris, Aimee Barciauskas, Sean Harkins |
|---|---|
| Rok vydání: | 2020 |
| Předmět: |
0301 basic medicine
Earth observation Computer science business.industry Data understanding Cloud computing Metadata 03 medical and health sciences 030104 developmental biology 0302 clinical medicine Documentation Information model Key (cryptography) Data system business Algorithm 030217 neurology & neurosurgery |
| Zdroj: | IGARSS |
| DOI: | 10.1109/igarss39084.2020.9324003 |
| Popis: | Algorithm Theoretical Basis Documents (ATBDs) are documents which accompany Earth observation data products generated from algorithms. While ATBDs are essential to scientific reproducibility, these key documents are not standardized and are often difficult to find. In this paper, we present the prototype Algorithm Publication Tool (APT), a cloud-based ATBD authoring and editing tool for NASA's Earth science data systems. A standardized ATBD information model is also described as well as lessons learned from developing the prototype tool. |
| Databáze: | OpenAIRE |
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