학술논문

Expanding Access to Open Environmental Data: Advancements and Next Steps.
Document Type
Proceedings
Source
Bulletin of the American Meteorological Society. Nov2022, Vol. 103 Issue 11, pE2579-E2583. 5p.
Subject
*ARTIFICIAL intelligence
*COMPUTER software
*ENGINEERS
*ELECTRONIC data processing
*MACHINE learning
Language
ISSN
0003-0007
Abstract
B I What i : b Panelists from NOAA Open Data Dissemination, NC State, Terrafuse AI, and Microsoft met to discuss new advancements in making NOAA environmental data publicly available on the cloud. Both Microsoft and Terrafuse AI use event-driven architectures to support on-demand cloud data pipelines that automatically trigger upon addition of new data that NODD provides to its cloud partners. The ability to trace data from the source of generation, through quality control and quality assurance of different versions of the data, and metadata enrichment pipelines is fundamental to ensuring quality predictions from machine learning pipelines. [Extracted from the article]