Speaker
Description
Improved data access remains a key area in which standards can positively affect heliophysics research. As AI and machine learning become increasingly important for science, the ability to quickly ingest clean, well-structured data is essential, since data preparation often accounts for a substantial portion of analysis and machine-learning workflows. The Data Access Working Group is seeking to expand participation among data providers interested in standards-based approaches to data access. We are planning a community survey and will begin holding periodic meetings on topics related to identifying and promoting data access standards. We will also collaborate with the IHDEA Standards Process working group. The HAPI specification, in particular, is ready to move through a formal process toward adoption as an IHDEA standard. Finally, we will provide a brief overview of the status of data-access mechanisms at several relevant providers, including the VSO and ESAC.