.. _data_stewards: Data Stewardship ================ Standard Development ^^^^^^^^^^^^^^^^^^^^ One of the main products from the NSF EarthCube LinkedEarth grant was the creation of data standards for paleoclimate data. A data standard is actually comprised of three components: 1. A representation for the data, such as `LiPD `_ and its associated `ontology `_. 2. A standard vocabulary for the data, which has been developed by NOAA (`PaST Thesaurus `_) 3. Standard guidelines for reporting of the data, which are provided by PaCTS `crowdsourced standard for the reporting of paleoclimate data (PaCTS) `_. The work involved 135 researchers worldwide and was highlighted by the American Geophysical Union (AGU)'s `research highlights `_ and at the `Fall Meeting 2019 `_. LiPD playground ^^^^^^^^^^^^^^^ The `LiPD playground `_ is a web interface that allows to easily create LiPD files. The interface includes a `recommender system (PaleoRec) `_ that assists in metadata information. PaleoRec uses deep learning for recommendation. Technical details are summarized in `this paper `_. LiPDverse ^^^^^^^^^ The `LiPDverse `_ stores datasets in the LiPD format. Most of these files originated in collaboration with PAGES projects and the metadata has been fully vetted by the community. The LiPDverse allows for simple queries and visualization of LiPD-formatted datasets.