CEOS_Terms_and_DefinitionsCEOS Terms and Definitionshttps://calvalportal.ceos.org/web/guest/cal/val-wiki/-/wiki/6682362026-06-25T00:24:51Z2026-06-25T00:24:51ZWorkflow 1.0Emma Woolliamshttps://calvalportal.ceos.org/web/guest/cal/val-wiki/-/wiki/668236/Workflow2021-11-25T11:00:33Z2021-11-25T11:00:33Z<table><tr><td> </td></tr></table><p><strong>Definition</strong> </p><table><tr><td> </td></tr></table><p>An orchestrated and repeatable pattern of business activity enabled by the systematic organization of resources into processes that transform materials, provide services, or process information.[1] </p><table><tr><td> </td></tr><tr><td> </td></tr></table><p><strong>Comments</strong> </p><table><tr><td> </td></tr></table><p>A Workflow is a sequence of tasks that processes a set of data. Workflows occur across every kind of business and industry. Anytime data is passed between humans and/or systems, a workflow is created. Workflows are the paths that describe how something goes from being undone to done, or raw to processed. Workflows happen throughout the workspace. Some are very structured, and others are unstructured, but workflows exist anytime data moves from one task to another. </p><table><tr><td> </td></tr><tr><td> </td></tr></table><p><strong>Source</strong> </p><table><tr><td> </td></tr></table><p>[1]<a href="https://www.cac.cornell.edu/education/training/StampedeJan2015/workflowsAndDataManagement.pdf">Cornell Center for Advanced Computing</a> </p><p>NESDIS Data Management Lexicon and Related Terms </p><p><strong>Category</strong> </p><p><a href="https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fcalvalportal.ceos.org%2Ft-d_wiki%3Fp_p_id%3D54_INSTANCE_Wg3ti1194i20%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-2%26p_p_col_count%3D1%26_54_INSTANCE_Wg3ti1194i20_struts_action%3D%252Fwiki_display%252Fview%26_54_INSTANCE_Wg3ti1194i20_nodeName%3DCEOS_Terms_and_Definitions%26_54_INSTANCE_Wg3ti1194i20_title%3D4.%2BData%2BStewardship%2Bwords&data=04%7C01%7Cfaye.lai%40npl.co.uk%7C7e8026d1a5234b925ae608d9ab43fb32%7C601e5460b1bf49c0bd2de76ffc186a8d%7C1%7C0%7C637729130733353002%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=BSCt%2BTOPgNdhHFMcRZaFFLWTqAXlV%2B3wqf1pCLydTu4%3D&reserved=0">4. Data Stewardship words</a> </p><table><tr><td> </td></tr></table>Emma Woolliams2021-11-25T11:00:33ZWeb Object Storage 1.0Emma Woolliamshttps://calvalportal.ceos.org/web/guest/cal/val-wiki/-/wiki/668236/Web+Object+Storage2021-11-25T10:58:12Z2021-11-25T10:58:12Z<table><tr><td> </td></tr></table><p><strong>Definition</strong> </p><table><tr><td> </td></tr></table><p>Object Storage accessible through HTTPS. </p><table><tr></tr></table><p><strong>Source</strong> </p><p><strong></strong>NESDIS Data Management Lexicon and Related Terms </p><table><tr></tr></table><p><strong>Category</strong> </p><p><a href="https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fcalvalportal.ceos.org%2Ft-d_wiki%3Fp_p_id%3D54_INSTANCE_Wg3ti1194i20%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-2%26p_p_col_count%3D1%26_54_INSTANCE_Wg3ti1194i20_struts_action%3D%252Fwiki_display%252Fview%26_54_INSTANCE_Wg3ti1194i20_nodeName%3DCEOS_Terms_and_Definitions%26_54_INSTANCE_Wg3ti1194i20_title%3D4.%2BData%2BStewardship%2Bwords&data=04%7C01%7Cfaye.lai%40npl.co.uk%7C7e8026d1a5234b925ae608d9ab43fb32%7C601e5460b1bf49c0bd2de76ffc186a8d%7C1%7C0%7C637729130733353002%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=BSCt%2BTOPgNdhHFMcRZaFFLWTqAXlV%2B3wqf1pCLydTu4%3D&reserved=0">4. Data Stewardship words</a> </p>Emma Woolliams2021-11-25T10:58:12ZVisualization 1.0Emma Woolliamshttps://calvalportal.ceos.org/web/guest/cal/val-wiki/-/wiki/668236/Visualization2021-11-25T10:55:50Z2021-11-25T10:55:50Z<table><tr><td> </td></tr></table><p><strong>Definition</strong> </p><table><tr><td> </td></tr></table><p>Displaying an image representing a segment or subset of a data granule. Sometimes referred to as a preview service or option. </p><table><tr><td> </td></tr><tr><td> </td></tr></table><p><strong>Comments</strong> </p><table><tr><td> </td></tr></table><p>Enables users to better identify and select the data they truly need, helping to minimize unnecessary downloads and egress costs </p><table><tr></tr></table><p><strong>Source</strong> </p><table><tr></tr></table><p><a href="">NCEI/DAB</a> </p><p>NESDIS Data Management Lexicon and Related Terms </p><p><strong>Category</strong> </p><p><a href="https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fcalvalportal.ceos.org%2Ft-d_wiki%3Fp_p_id%3D54_INSTANCE_Wg3ti1194i20%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-2%26p_p_col_count%3D1%26_54_INSTANCE_Wg3ti1194i20_struts_action%3D%252Fwiki_display%252Fview%26_54_INSTANCE_Wg3ti1194i20_nodeName%3DCEOS_Terms_and_Definitions%26_54_INSTANCE_Wg3ti1194i20_title%3D4.%2BData%2BStewardship%2Bwords&data=04%7C01%7Cfaye.lai%40npl.co.uk%7C7e8026d1a5234b925ae608d9ab43fb32%7C601e5460b1bf49c0bd2de76ffc186a8d%7C1%7C0%7C637729130733353002%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=BSCt%2BTOPgNdhHFMcRZaFFLWTqAXlV%2B3wqf1pCLydTu4%3D&reserved=0">4. Data Stewardship words</a> </p>Emma Woolliams2021-11-25T10:55:50ZVirtual Archive Information Package 1.0Emma Woolliamshttps://calvalportal.ceos.org/web/guest/cal/val-wiki/-/wiki/668236/Virtual+Archive+Information+Package2021-11-25T10:52:34Z2021-11-25T10:52:35Z<table><tr><td> </td></tr></table><p><strong>Definition</strong> </p><table><tr><td> </td></tr></table><p>A ‘Virtual’ AIP (vAIP) is an NCEI specific realization of the Open Archival Information System Reference Model (OAIS RM) concept of the Archival Information Package (AIP). </p><table><tr><td> </td></tr><tr><td> </td></tr></table><p><strong>Comments</strong> </p><table><tr><td> </td></tr></table><p>vAIP may refer to the implementation, concept, or defined process that encapsulates their creation and management. vAIPs were created to provide a fundamental unit of abstraction for data held in Archive to guarantee Independent Understandability of Archive holdings for various Designated Communities to meet a goal of Long Term Preservation. Long Term Preservation implies that Archive holdings must be independent of specific technological implementations and catalog views of their contents, allowing for evolutionary and flexible growth in an unpredictable future. </p><table><tr><td> </td></tr><tr><td> </td></tr></table><p><strong>Source</strong> </p><table><tr><td> </td></tr></table><p><a href="https://docs.google.com/presentation/d/1sHT76kOZbaIuA5PXjZ7StaWTfeFsfuNXC2I8dPNl2Zk/edit?usp=sharing">Virtual AIPs</a><a href="https://docs.google.com/presentation/d/17tNAn9O3L4_mko9AKzgHEdRY3LA29zthBs9Hlact5-Y/edit?usp=sharing">Archival Epiphenomena</a> </p><p>NESDIS Data Management Lexicon and Related Terms </p><p><strong>Category</strong> </p><p><a href="https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fcalvalportal.ceos.org%2Ft-d_wiki%3Fp_p_id%3D54_INSTANCE_Wg3ti1194i20%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-2%26p_p_col_count%3D1%26_54_INSTANCE_Wg3ti1194i20_struts_action%3D%252Fwiki_display%252Fview%26_54_INSTANCE_Wg3ti1194i20_nodeName%3DCEOS_Terms_and_Definitions%26_54_INSTANCE_Wg3ti1194i20_title%3D4.%2BData%2BStewardship%2Bwords&data=04%7C01%7Cfaye.lai%40npl.co.uk%7C7e8026d1a5234b925ae608d9ab43fb32%7C601e5460b1bf49c0bd2de76ffc186a8d%7C1%7C0%7C637729130733353002%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=BSCt%2BTOPgNdhHFMcRZaFFLWTqAXlV%2B3wqf1pCLydTu4%3D&reserved=0">4. Data Stewardship words</a> </p><table><tr><td> </td></tr></table>Emma Woolliams2021-11-25T10:52:35ZVersion 1.0Emma Woolliamshttps://calvalportal.ceos.org/web/guest/cal/val-wiki/-/wiki/668236/Version2021-11-25T10:49:56Z2021-11-25T10:49:56Z<table><tr><td> </td></tr></table><p><strong>Definition</strong> </p><table><tr><td> </td></tr></table><p>Versioning refers to saving new copies of your files when you make changes so that you can go back and retrieve specific versions of your files later. </p><table><tr><td> </td></tr><tr><td> </td></tr></table><p><strong>Comments</strong> </p><table><tr><td> </td></tr></table><p>Best practices is to record a version in the metadata. The version is increased when there is a modification to the scientific algorithm used to process the data. </p><table><tr><td> </td></tr><tr><td> </td></tr></table><p><strong>Source</strong> </p><table><tr><td> </td></tr></table><p><a href="https://library.stanford.edu/research/data-management-services/data-best-practices/data-versioning">Stanford University Data Management Services</a> </p><p>NESDIS Data Management Lexicon and Related Terms </p><p><strong>Category</strong> </p><p><a href="https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fcalvalportal.ceos.org%2Ft-d_wiki%3Fp_p_id%3D54_INSTANCE_Wg3ti1194i20%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-2%26p_p_col_count%3D1%26_54_INSTANCE_Wg3ti1194i20_struts_action%3D%252Fwiki_display%252Fview%26_54_INSTANCE_Wg3ti1194i20_nodeName%3DCEOS_Terms_and_Definitions%26_54_INSTANCE_Wg3ti1194i20_title%3D4.%2BData%2BStewardship%2Bwords&data=04%7C01%7Cfaye.lai%40npl.co.uk%7C7e8026d1a5234b925ae608d9ab43fb32%7C601e5460b1bf49c0bd2de76ffc186a8d%7C1%7C0%7C637729130733353002%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=BSCt%2BTOPgNdhHFMcRZaFFLWTqAXlV%2B3wqf1pCLydTu4%3D&reserved=0">4. Data Stewardship words</a> </p><table><tr><td> </td></tr></table>Emma Woolliams2021-11-25T10:49:56ZVariable 1.0Emma Woolliamshttps://calvalportal.ceos.org/web/guest/cal/val-wiki/-/wiki/668236/Variable2021-11-25T10:47:25Z2021-11-25T10:47:25Z<table><tr><td> </td></tr></table><p><strong>Definition</strong> </p><table><tr><td> </td></tr></table><p>A parameter or variable is any of a set of physical properties whose values determine the characteristics or behavior of something, for example, parameters of the atmosphere such as temperature, pressure, and density. These terms are used interchangeably. </p><table><tr></tr></table><p><strong>Source</strong> </p><table><tr></tr></table><table><tr><td> </td></tr></table><p><a href="https://earthdata.nasa.gov/learn/user-resources/glossary#parameter">NASA Earthdata</a> </p><p>NESDIS Data Management Lexicon and Related Terms </p><table><tr><td> </td></tr></table><p><strong>Category</strong> </p><p><a href="https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fcalvalportal.ceos.org%2Ft-d_wiki%3Fp_p_id%3D54_INSTANCE_Wg3ti1194i20%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-2%26p_p_col_count%3D1%26_54_INSTANCE_Wg3ti1194i20_struts_action%3D%252Fwiki_display%252Fview%26_54_INSTANCE_Wg3ti1194i20_nodeName%3DCEOS_Terms_and_Definitions%26_54_INSTANCE_Wg3ti1194i20_title%3D4.%2BData%2BStewardship%2Bwords&data=04%7C01%7Cfaye.lai%40npl.co.uk%7C7e8026d1a5234b925ae608d9ab43fb32%7C601e5460b1bf49c0bd2de76ffc186a8d%7C1%7C0%7C637729130733353002%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=BSCt%2BTOPgNdhHFMcRZaFFLWTqAXlV%2B3wqf1pCLydTu4%3D&reserved=0">4. Data Stewardship words</a> </p>Emma Woolliams2021-11-25T10:47:25ZValue-added Product 1.0Emma Woolliamshttps://calvalportal.ceos.org/web/guest/cal/val-wiki/-/wiki/668236/Value-added+Product2021-11-25T10:44:22Z2021-11-25T10:44:22Z<table><tr><td> </td></tr></table><p><strong>Definition</strong> </p><table><tr><td> </td></tr></table><p>The production of a product in a manner that changes the physical state or form of the product and enhances its value, as demonstrated through a business plan. As a result of the change in physical state or the manner in which the product is produced and segregated, the customer base for the product is expanded </p><table><tr></tr></table><p><strong>Source</strong> </p><table><tr></tr></table><table><tr><td> </td></tr></table><p>Derived from <a href="https://www.agmrc.org/business-development/valueadded-agriculture/articles/usda-value-added-ag-definition">USDA</a> </p><table><tr></tr></table><p>NESDIS Data Management Lexicon and Related Terms </p><p><strong>Category</strong> </p><p><a href="https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fcalvalportal.ceos.org%2Ft-d_wiki%3Fp_p_id%3D54_INSTANCE_Wg3ti1194i20%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-2%26p_p_col_count%3D1%26_54_INSTANCE_Wg3ti1194i20_struts_action%3D%252Fwiki_display%252Fview%26_54_INSTANCE_Wg3ti1194i20_nodeName%3DCEOS_Terms_and_Definitions%26_54_INSTANCE_Wg3ti1194i20_title%3D4.%2BData%2BStewardship%2Bwords&data=04%7C01%7Cfaye.lai%40npl.co.uk%7C7e8026d1a5234b925ae608d9ab43fb32%7C601e5460b1bf49c0bd2de76ffc186a8d%7C1%7C0%7C637729130733353002%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=BSCt%2BTOPgNdhHFMcRZaFFLWTqAXlV%2B3wqf1pCLydTu4%3D&reserved=0">4. Data Stewardship words</a> </p><table><tr></tr></table>Emma Woolliams2021-11-25T10:44:22ZUser Guide 1.0Emma Woolliamshttps://calvalportal.ceos.org/web/guest/cal/val-wiki/-/wiki/668236/User+Guide2021-11-24T18:27:10Z2021-11-24T18:27:10Z<table><tr><td> </td></tr></table><p><strong>Definition</strong> </p><table><tr><td> </td></tr></table><p>Documentation that is intended to assist users in using a particular product, service or application. </p><table><tr></tr></table><p><strong>Source</strong> </p><table><tr></tr></table><p><a href="">wikipedia</a> </p><p>NESDIS Data Management Lexicon and Related Terms </p><p><strong>Category</strong> </p><p><a href="https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fcalvalportal.ceos.org%2Ft-d_wiki%3Fp_p_id%3D54_INSTANCE_Wg3ti1194i20%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-2%26p_p_col_count%3D1%26_54_INSTANCE_Wg3ti1194i20_struts_action%3D%252Fwiki_display%252Fview%26_54_INSTANCE_Wg3ti1194i20_nodeName%3DCEOS_Terms_and_Definitions%26_54_INSTANCE_Wg3ti1194i20_title%3D4.%2BData%2BStewardship%2Bwords&data=04%7C01%7Cfaye.lai%40npl.co.uk%7C7e8026d1a5234b925ae608d9ab43fb32%7C601e5460b1bf49c0bd2de76ffc186a8d%7C1%7C0%7C637729130733353002%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=BSCt%2BTOPgNdhHFMcRZaFFLWTqAXlV%2B3wqf1pCLydTu4%3D&reserved=0">4. Data Stewardship words</a> </p>Emma Woolliams2021-11-24T18:27:10ZUser Engagement 1.0Emma Woolliamshttps://calvalportal.ceos.org/web/guest/cal/val-wiki/-/wiki/668236/User+Engagement2021-11-24T18:23:58Z2021-11-24T18:23:58Z<table><tr><td> </td></tr></table><p><strong>Definition</strong> </p><table><tr><td> </td></tr></table><p>An evidence-based <strong>discipline</strong> that helps us to learn about the <strong>needs, challenges, and work environment</strong> of those we serve so that we can provide the most useful, usable, and used products and services to our customers. It involves an ongoing, mutual exchange of information and ideas that fosters good relationships between NOAA, users, customers, and stakeholders. </p><table><tr></tr></table><p><strong>Source</strong> </p><table><tr></tr></table><p><a href="">NESDIS User Engagement Council Lexicon</a> </p><p>NESDIS Data Management Lexicon and Related Terms </p><p><strong>Category</strong> </p><p><a href="https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fcalvalportal.ceos.org%2Ft-d_wiki%3Fp_p_id%3D54_INSTANCE_Wg3ti1194i20%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-2%26p_p_col_count%3D1%26_54_INSTANCE_Wg3ti1194i20_struts_action%3D%252Fwiki_display%252Fview%26_54_INSTANCE_Wg3ti1194i20_nodeName%3DCEOS_Terms_and_Definitions%26_54_INSTANCE_Wg3ti1194i20_title%3D4.%2BData%2BStewardship%2Bwords&data=04%7C01%7Cfaye.lai%40npl.co.uk%7C7e8026d1a5234b925ae608d9ab43fb32%7C601e5460b1bf49c0bd2de76ffc186a8d%7C1%7C0%7C637729130733353002%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=BSCt%2BTOPgNdhHFMcRZaFFLWTqAXlV%2B3wqf1pCLydTu4%3D&reserved=0">4. Data Stewardship words</a> </p>Emma Woolliams2021-11-24T18:23:58ZUnstructured Data 1.0Emma Woolliamshttps://calvalportal.ceos.org/web/guest/cal/val-wiki/-/wiki/668236/Unstructured+Data2021-11-24T18:18:29Z2021-11-24T18:18:29Z<table><tr><td> </td></tr></table><p><strong>Definition</strong> </p><table><tr><td> </td></tr></table><p>Unstructured data is information, in many different forms, that doesn't follow conventional data models, making it difficult to store and manage in a mainstream relational database. </p><table><tr><td> </td></tr><tr><td> </td></tr></table><p><strong>Comments</strong> </p><table><tr><td> </td></tr></table><p>Data that are not in fixed locations. The term refers to free-form text in business documents and reports, news articles and social media. For example, unstructured data are found in word processing files, PDF files, email messages, Internet forums, blogs, Web pages, Twitter feeds and Facebook pages. It is estimated that 80% of all electronic data are unstructured in contrast to highly organized tables in databases. </p><table><tr><td> </td></tr><tr><td> </td></tr></table><p><strong>Source</strong> </p><table><tr><td> </td></tr></table><p><a href="https://www.pcmag.com/encyclopedia/">PC Magazine</a> </p><p>NESDIS Data Management Lexicon and Related Terms </p><p><strong>Category</strong> </p><p><a href="https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fcalvalportal.ceos.org%2Ft-d_wiki%3Fp_p_id%3D54_INSTANCE_Wg3ti1194i20%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-2%26p_p_col_count%3D1%26_54_INSTANCE_Wg3ti1194i20_struts_action%3D%252Fwiki_display%252Fview%26_54_INSTANCE_Wg3ti1194i20_nodeName%3DCEOS_Terms_and_Definitions%26_54_INSTANCE_Wg3ti1194i20_title%3D4.%2BData%2BStewardship%2Bwords&data=04%7C01%7Cfaye.lai%40npl.co.uk%7C7e8026d1a5234b925ae608d9ab43fb32%7C601e5460b1bf49c0bd2de76ffc186a8d%7C1%7C0%7C637729130733353002%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=BSCt%2BTOPgNdhHFMcRZaFFLWTqAXlV%2B3wqf1pCLydTu4%3D&reserved=0">4. Data Stewardship words</a> </p><table><tr><td> </td></tr></table>Emma Woolliams2021-11-24T18:18:29ZUniform Resource Locator 1.0Emma Woolliamshttps://calvalportal.ceos.org/web/guest/cal/val-wiki/-/wiki/668236/Uniform+Resource+Locator2021-11-24T18:15:39Z2021-11-24T18:15:39Z<table><tr><td> </td></tr></table><p><strong>Definition</strong> </p><table><tr><td> </td></tr></table><p>A uniform resource locator, or URL, is a short string containing an address which refers to an object in the "web." URLs are a subset of URIs.; A reference to a web resource that specifies its location on a computer network and a mechanism for retrieving it. A typical URL could have the form <a href="http://www.example.com/index.html">http://www.example.com/index.html</a>, which indicates a protocol (http), a host name (www.example.com), and a file name (index.html). Also sometimes referred to as a web address. </p><table><tr></tr></table><p><strong>Source</strong> </p><table><tr></tr></table><p><a href="https://csrc.nist.gov/glossary/">NIST</a> </p><p>NESDIS Data Management Lexicon and Related Terms </p><p><strong>Category</strong> </p><p><a href="https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fcalvalportal.ceos.org%2Ft-d_wiki%3Fp_p_id%3D54_INSTANCE_Wg3ti1194i20%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-2%26p_p_col_count%3D1%26_54_INSTANCE_Wg3ti1194i20_struts_action%3D%252Fwiki_display%252Fview%26_54_INSTANCE_Wg3ti1194i20_nodeName%3DCEOS_Terms_and_Definitions%26_54_INSTANCE_Wg3ti1194i20_title%3D4.%2BData%2BStewardship%2Bwords&data=04%7C01%7Cfaye.lai%40npl.co.uk%7C7e8026d1a5234b925ae608d9ab43fb32%7C601e5460b1bf49c0bd2de76ffc186a8d%7C1%7C0%7C637729130733353002%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=BSCt%2BTOPgNdhHFMcRZaFFLWTqAXlV%2B3wqf1pCLydTu4%3D&reserved=0">4. Data Stewardship words</a> </p>Emma Woolliams2021-11-24T18:15:39ZUniform Resource Identifier 1.0Emma Woolliamshttps://calvalportal.ceos.org/web/guest/cal/val-wiki/-/wiki/668236/Uniform+Resource+Identifier2021-11-24T18:12:23Z2021-11-24T18:12:23Z<table><tr><td> </td></tr></table><p><strong>Definition</strong> </p><table><tr><td> </td></tr></table><p>A uniform resource identifier, or URI, is a short string containing a name or address which refers to an object in the "web."; A compact sequence of characters that identifies an abstract or physical resource available on the Internet. The syntax used for URIs is defined in. </p><table><tr></tr></table><p><strong>Source</strong> </p><table><tr></tr></table><p><a href="https://csrc.nist.gov/glossary/">NIST</a> </p><p>NESDIS Data Management Lexicon and Related Terms </p><p><strong>Category</strong> </p><p><a href="https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fcalvalportal.ceos.org%2Ft-d_wiki%3Fp_p_id%3D54_INSTANCE_Wg3ti1194i20%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-2%26p_p_col_count%3D1%26_54_INSTANCE_Wg3ti1194i20_struts_action%3D%252Fwiki_display%252Fview%26_54_INSTANCE_Wg3ti1194i20_nodeName%3DCEOS_Terms_and_Definitions%26_54_INSTANCE_Wg3ti1194i20_title%3D4.%2BData%2BStewardship%2Bwords&data=04%7C01%7Cfaye.lai%40npl.co.uk%7C7e8026d1a5234b925ae608d9ab43fb32%7C601e5460b1bf49c0bd2de76ffc186a8d%7C1%7C0%7C637729130733353002%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=BSCt%2BTOPgNdhHFMcRZaFFLWTqAXlV%2B3wqf1pCLydTu4%3D&reserved=0">4. Data Stewardship words</a> </p>Emma Woolliams2021-11-24T18:12:23ZTiers of Stewardship 1.0Emma Woolliamshttps://calvalportal.ceos.org/web/guest/cal/val-wiki/-/wiki/668236/Tiers+of+Stewardship2021-11-24T18:02:17Z2021-11-24T18:02:17Z<table><tr><td> </td></tr></table><p><strong>Definition</strong> </p><table><tr><td> </td></tr></table><p>The basic stewardship services, such as the first two levels of tiered data stewardship service defined by NCEI (<a href="https://www.dlib.org/dlib/may16/peng/05peng.html#34">2014</a>), shown in Figure below, the role of scientific steward becomes essential for achieving or ensuring higher levels of stewardship maturity and service. This is particularly true for functional areas associated with evaluating and monitoring product quality and with improving product usability by providing or promoting the availability of data characteristics, such as spatial and temporal means and their variability, data error sources, and uncertainty estimates. </p><p><img src="/c/wiki/get_page_attachment?p_l_id=10139&nodeId=668236&title=&fileName=file:///C:/Users/fl1/AppData/Local/Temp/msohtmlclip1/01/clip_image002.gif" /> </p><table><tr><td><strong>Source</strong></td></tr></table><p><a href="">Peng, G., 2015: A new paradigm for ensuring and improving data quality and usability — Roles and responsibilities of key players and stakeholders.;DOI: 10.1045/may2016-peng</a> </p><p>NESDIS Data Management Lexicon and Related Terms </p><p><strong>Category</strong> </p><p><a href="https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fcalvalportal.ceos.org%2Ft-d_wiki%3Fp_p_id%3D54_INSTANCE_Wg3ti1194i20%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-2%26p_p_col_count%3D1%26_54_INSTANCE_Wg3ti1194i20_struts_action%3D%252Fwiki_display%252Fview%26_54_INSTANCE_Wg3ti1194i20_nodeName%3DCEOS_Terms_and_Definitions%26_54_INSTANCE_Wg3ti1194i20_title%3D4.%2BData%2BStewardship%2Bwords&data=04%7C01%7Cfaye.lai%40npl.co.uk%7C7e8026d1a5234b925ae608d9ab43fb32%7C601e5460b1bf49c0bd2de76ffc186a8d%7C1%7C0%7C637729130733353002%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=BSCt%2BTOPgNdhHFMcRZaFFLWTqAXlV%2B3wqf1pCLydTu4%3D&reserved=0">4. Data Stewardship words</a> </p>Emma Woolliams2021-11-24T18:02:17ZTemporal Resolution 1.0Emma Woolliamshttps://calvalportal.ceos.org/web/guest/cal/val-wiki/-/wiki/668236/Temporal+Resolution2021-11-24T17:46:45Z2021-11-24T17:46:45Z<table><tr><td> </td></tr></table><p><strong>Definition</strong> </p><table><tr><td> </td></tr></table><p>A time period during which data was collected or observations made, or a time period that an activity or collection is linked to intellectually or thematically, for example, 1997 to 1998; the 18th century. </p><table><tr></tr></table><p><strong>Source</strong> </p><table><tr></tr></table><p><a href="https://documentation.ands.org.au/display/DOC/Temporal+coverage">Australian National Data Service - Content Providers Guide - Spatial and Temporal Coverage</a> </p><p>NESDIS Data Management Lexicon and Related Terms </p><p><strong>Category</strong> </p><p><a href="https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fcalvalportal.ceos.org%2Ft-d_wiki%3Fp_p_id%3D54_INSTANCE_Wg3ti1194i20%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-2%26p_p_col_count%3D1%26_54_INSTANCE_Wg3ti1194i20_struts_action%3D%252Fwiki_display%252Fview%26_54_INSTANCE_Wg3ti1194i20_nodeName%3DCEOS_Terms_and_Definitions%26_54_INSTANCE_Wg3ti1194i20_title%3D4.%2BData%2BStewardship%2Bwords&data=04%7C01%7Cfaye.lai%40npl.co.uk%7C7e8026d1a5234b925ae608d9ab43fb32%7C601e5460b1bf49c0bd2de76ffc186a8d%7C1%7C0%7C637729130733353002%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=BSCt%2BTOPgNdhHFMcRZaFFLWTqAXlV%2B3wqf1pCLydTu4%3D&reserved=0">4. Data Stewardship words</a> </p>Emma Woolliams2021-11-24T17:46:45ZTechnology Stewards 1.0Emma Woolliamshttps://calvalportal.ceos.org/web/guest/cal/val-wiki/-/wiki/668236/Technology+Stewards2021-11-24T17:39:21Z2021-11-24T17:39:21Z<table><tr><td> </td></tr></table><p><strong>Definition</strong> </p><table><tr><td> </td></tr></table><p>Individuals who are responsible for establishing, maintaining, and being accountable for the </p><table><tr></tr></table><p><strong>Source</strong><strong></strong> </p><table><tr></tr></table><p>NESDIS Data Management Lexicon and Related Terms </p><p><strong>Category</strong> </p><p><a href="https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fcalvalportal.ceos.org%2Ft-d_wiki%3Fp_p_id%3D54_INSTANCE_Wg3ti1194i20%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-2%26p_p_col_count%3D1%26_54_INSTANCE_Wg3ti1194i20_struts_action%3D%252Fwiki_display%252Fview%26_54_INSTANCE_Wg3ti1194i20_nodeName%3DCEOS_Terms_and_Definitions%26_54_INSTANCE_Wg3ti1194i20_title%3D4.%2BData%2BStewardship%2Bwords&data=04%7C01%7Cfaye.lai%40npl.co.uk%7C7e8026d1a5234b925ae608d9ab43fb32%7C601e5460b1bf49c0bd2de76ffc186a8d%7C1%7C0%7C637729130733353002%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=BSCt%2BTOPgNdhHFMcRZaFFLWTqAXlV%2B3wqf1pCLydTu4%3D&reserved=0">4. Data Stewardship words</a> </p>Emma Woolliams2021-11-24T17:39:21ZTagging 1.0Emma Woolliamshttps://calvalportal.ceos.org/web/guest/cal/val-wiki/-/wiki/668236/Tagging2021-11-24T17:36:04Z2021-11-24T17:36:04Z<table><tr><td> </td></tr></table><p><strong>Definition</strong> </p><table><tr><td> </td></tr></table><p>The process of manually or automatically adding tags or annotation to various components of unstructured data as one step in the process of preparing such data for analysis. Tagging takes place at a more granular level than categorization, and may offer additional benefits in terms of insight. </p><table><tr><td> </td></tr><tr><td> </td></tr></table><p><strong>Comments</strong> </p><table><tr><td> </td></tr></table><p>see metadata; Metadata tagging has traditionally been a manual and often laborious process. It was mainly executed through a rule-based system encoded by a specific knowledge worker or subject matter expert (SME) alongside software engineers. Rule-based tagging focuses on tagging recognizable elements clearly defined within the content. </p><table><tr></tr></table><p><strong>Source</strong> </p><table><tr></tr></table><p><a href="">innodata.com</a> </p><p>NESDIS Data Management Lexicon and Related Terms </p><p><strong>Category</strong> </p><p><a href="https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fcalvalportal.ceos.org%2Ft-d_wiki%3Fp_p_id%3D54_INSTANCE_Wg3ti1194i20%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-2%26p_p_col_count%3D1%26_54_INSTANCE_Wg3ti1194i20_struts_action%3D%252Fwiki_display%252Fview%26_54_INSTANCE_Wg3ti1194i20_nodeName%3DCEOS_Terms_and_Definitions%26_54_INSTANCE_Wg3ti1194i20_title%3D4.%2BData%2BStewardship%2Bwords&data=04%7C01%7Cfaye.lai%40npl.co.uk%7C7e8026d1a5234b925ae608d9ab43fb32%7C601e5460b1bf49c0bd2de76ffc186a8d%7C1%7C0%7C637729130733353002%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=BSCt%2BTOPgNdhHFMcRZaFFLWTqAXlV%2B3wqf1pCLydTu4%3D&reserved=0">4. Data Stewardship words</a> </p>Emma Woolliams2021-11-24T17:36:04ZStanding Order (Subscription) 1.0Emma Woolliamshttps://calvalportal.ceos.org/web/guest/cal/val-wiki/-/wiki/668236/Standing+Order+%28Subscription%292021-11-24T17:32:35Z2021-11-24T17:32:35Z<table><tr><td> </td></tr></table><p><strong>Definition</strong> </p><table><tr><td> </td></tr></table><p>Email issued to users when new data is available from the CLASS infrastructure. </p><table><tr><td> </td></tr><tr><td> </td></tr></table><p><strong>Comments</strong> </p><table><tr><td> </td></tr></table><p>An email provides a 'symbolic link' to new files stored in an access area. (Not sure if all 'links' are emailed or some other notification) </p><table><tr></tr></table><p><strong>Source</strong> </p><table><tr></tr></table><p><a href="">OSGS/CLASS - NCEI/DAB</a> </p><p>NESDIS Data Management Lexicon and Related Terms </p><p><strong>Category</strong> </p><p><a href="https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fcalvalportal.ceos.org%2Ft-d_wiki%3Fp_p_id%3D54_INSTANCE_Wg3ti1194i20%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-2%26p_p_col_count%3D1%26_54_INSTANCE_Wg3ti1194i20_struts_action%3D%252Fwiki_display%252Fview%26_54_INSTANCE_Wg3ti1194i20_nodeName%3DCEOS_Terms_and_Definitions%26_54_INSTANCE_Wg3ti1194i20_title%3D4.%2BData%2BStewardship%2Bwords&data=04%7C01%7Cfaye.lai%40npl.co.uk%7C7e8026d1a5234b925ae608d9ab43fb32%7C601e5460b1bf49c0bd2de76ffc186a8d%7C1%7C0%7C637729130733353002%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=BSCt%2BTOPgNdhHFMcRZaFFLWTqAXlV%2B3wqf1pCLydTu4%3D&reserved=0">4. Data Stewardship words</a> </p>Emma Woolliams2021-11-24T17:32:35ZSubscription Monitoring/Administration 1.0Emma Woolliamshttps://calvalportal.ceos.org/web/guest/cal/val-wiki/-/wiki/668236/Subscription+Monitoring%2FAdministration2021-11-24T17:28:03Z2021-11-24T17:28:03Z<table><tr><td> </td></tr></table><p><strong>Definition</strong> </p><table><tr><td> </td></tr></table><p>Subscription Monitoring/Administration </p><table><tr></tr></table><p><strong>Source</strong> </p><table><tr></tr></table><p>NESDIS Data Management Lexicon and Related Terms </p><p><strong>Category</strong> </p><p><a href="https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fcalvalportal.ceos.org%2Ft-d_wiki%3Fp_p_id%3D54_INSTANCE_Wg3ti1194i20%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-2%26p_p_col_count%3D1%26_54_INSTANCE_Wg3ti1194i20_struts_action%3D%252Fwiki_display%252Fview%26_54_INSTANCE_Wg3ti1194i20_nodeName%3DCEOS_Terms_and_Definitions%26_54_INSTANCE_Wg3ti1194i20_title%3D4.%2BData%2BStewardship%2Bwords&data=04%7C01%7Cfaye.lai%40npl.co.uk%7C7e8026d1a5234b925ae608d9ab43fb32%7C601e5460b1bf49c0bd2de76ffc186a8d%7C1%7C0%7C637729130733353002%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=BSCt%2BTOPgNdhHFMcRZaFFLWTqAXlV%2B3wqf1pCLydTu4%3D&reserved=0">4. Data Stewardship words</a> </p>Emma Woolliams2021-11-24T17:28:03ZSubscription Service 1.0Emma Woolliamshttps://calvalportal.ceos.org/web/guest/cal/val-wiki/-/wiki/668236/Subscription+Service2021-11-24T17:24:44Z2021-11-24T17:24:44Z<table><tr><td> </td></tr></table><p><strong>Definition</strong> </p><table><tr><td> </td></tr></table><p>A customer subscribes to a service for notifications of data updates. </p><table><tr><td> </td></tr><tr><td> </td></tr></table><p><strong>Comments</strong> </p><table><tr><td> </td></tr></table><p>This service allows users to sign up or subscribe to data update notifications at a particular frequency. A user should expect a subscription acknowledgement as an initial response, and when new data is available on S3/EFS or Glacier for the data subscribed, a message is communicated to the user through e-mail, RSS feed, JSON feed, etc. This may require an order processor. </p><p> </p><table><tr></tr></table><p><strong>Source</strong><strong></strong> </p><table><tr></tr></table><p><a href="">NCEI/DAB - OSGS/CLASS</a> </p><p><strong></strong>NESDIS Data Management Lexicon and Related Terms </p><p><strong>Category</strong> </p><p><a href="https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fcalvalportal.ceos.org%2Ft-d_wiki%3Fp_p_id%3D54_INSTANCE_Wg3ti1194i20%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-2%26p_p_col_count%3D1%26_54_INSTANCE_Wg3ti1194i20_struts_action%3D%252Fwiki_display%252Fview%26_54_INSTANCE_Wg3ti1194i20_nodeName%3DCEOS_Terms_and_Definitions%26_54_INSTANCE_Wg3ti1194i20_title%3D4.%2BData%2BStewardship%2Bwords&data=04%7C01%7Cfaye.lai%40npl.co.uk%7C7e8026d1a5234b925ae608d9ab43fb32%7C601e5460b1bf49c0bd2de76ffc186a8d%7C1%7C0%7C637729130733353002%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=BSCt%2BTOPgNdhHFMcRZaFFLWTqAXlV%2B3wqf1pCLydTu4%3D&reserved=0">4. Data Stewardship words</a> </p>Emma Woolliams2021-11-24T17:24:44ZSubsetting 1.1Emma Woolliamshttps://calvalportal.ceos.org/web/guest/cal/val-wiki/-/wiki/668236/Subsetting2021-11-24T17:21:53Z2021-11-24T17:15:34Z<table><tr><td> </td></tr></table><p><strong>Definition</strong> </p><table><tr><td> </td></tr></table><p>The extraction of a multi-dimensional rectangular array of pixels from a single data granule, where consecutive pixels are extracted from each array dimension. For each dimension, the size of the pixel array is characterized by the starting pixel location and the number of pixels to extract. </p><p>Delivering a subset of data from a set of structured data granules using time, space, variable type, and data characteristics. </p><table><tr><td> </td></tr></table><p><strong>Comments</strong> </p><table><tr></tr></table><p>Data subsetting can be achieved through several tools which support OpenDAP (THREDDS, Hyrax, ERDDAP). Specialized data APIs also support subsetting for order fulfillment (Common Access). </p><table><tr></tr></table><p>In research communities (for example, <a href="https://en.wikipedia.org/wiki/Earth_science">earth sciences</a>, <a href="https://en.wikipedia.org/wiki/Astronomy">astronomy</a>, <a href="https://en.wikipedia.org/wiki/Business">business</a>, and <a href="https://en.wikipedia.org/wiki/Government">government</a>), <strong>subsetting</strong> is the process of retrieving just the parts of large files which are of interest for a specific purpose. This occurs usually in a client—server setting, where the extraction of the parts of interest occurs on the server before the data is sent to the client over a network. The main purpose of subsetting is to save bandwidth on the network and storage space on the client computer. </p><p>Subsetting may be favorable for the following reasons:<a href="https://en.wikipedia.org/wiki/Subsetting#cite_note-Institute2012-1">[1</a>] </p><ul><li>restrict or divide the time range</li><li>select <a href="https://en.wikipedia.org/wiki/Cross-sectional_data">cross sections</a> of data</li><li>select particular kinds of <a href="https://en.wikipedia.org/wiki/Time_series">time series</a></li><li>exclude particular observations</li></ul><p><strong>Subsetting within Programs</strong> </p><p>You can subset within statistical software programs to help speed up the process of subsetting if needed. There are many different types of subsetting that can provide challenges with using software programs though. </p><p>Some types of subsetting are: </p><ul><li>Atomic Vectors</li><li>Lists</li><li>Matrices and Arrays</li><li>Data Frames</li><li>S3 Objects</li><li>S4 Objects </li></ul><table><tr><td> </td></tr></table><table><tr><td> </td></tr></table><p><strong>Source</strong> </p><table><tr><td> </td></tr></table><p><a href="http://edhs1.gsfc.nasa.gov/waisdata/docsw/pdf/tp1520303.pdf">ECS Project</a> </p><p><a href="">NCEI/DAB</a> </p><p>NESDIS Data Management Lexicon and Related Terms </p><p><strong>Category</strong> </p><p><a href="https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fcalvalportal.ceos.org%2Ft-d_wiki%3Fp_p_id%3D54_INSTANCE_Wg3ti1194i20%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-2%26p_p_col_count%3D1%26_54_INSTANCE_Wg3ti1194i20_struts_action%3D%252Fwiki_display%252Fview%26_54_INSTANCE_Wg3ti1194i20_nodeName%3DCEOS_Terms_and_Definitions%26_54_INSTANCE_Wg3ti1194i20_title%3D4.%2BData%2BStewardship%2Bwords&data=04%7C01%7Cfaye.lai%40npl.co.uk%7C7e8026d1a5234b925ae608d9ab43fb32%7C601e5460b1bf49c0bd2de76ffc186a8d%7C1%7C0%7C637729130733353002%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=BSCt%2BTOPgNdhHFMcRZaFFLWTqAXlV%2B3wqf1pCLydTu4%3D&reserved=0">4. Data Stewardship words</a> </p>Emma Woolliams2021-11-24T17:15:34Z