{ "documentation": "https://dmtc-api.edacnm.org/api/resources/documentation.html", "hits-total": 32, "hits-returned": 10, "facets": { "authors.givenName": { "Matthew": 8, "Robert R.": 7, "Ruth E.": 5, "Robert": 3, "Curt": 2, "Lola": 2, "Nancy J.": 2, "Tyler": 2, "Jeff": 1, "Lynn": 1, "Ronald": 1, "W. Christopher": 1, "Abdulrahman": 0, "Abigail": 0, "Abilene Thiele Concepcion": 0, "Adam": 0, "Aditya": 0, "Adrian": 0, "Africa": 0, "Aikaterini": 0, "Akinyemi Mandela": 0, "Al": 0, "Alainna": 0, "Alan": 0, "Alastair": 0, "Alessandro": 0, "Alex": 0, "Alexander": 0, "Alexandre": 0, "Alexia": 0, "Alexis": 0, "Alicia": 0, "Alisa": 0, "Alison": 0, "Allen": 0, "Allissa": 0, "Amanda": 0, "Amandine": 0, "Amarnath": 0, "Amber": 0, "Amir": 0, "Amita": 0, "Amy": 0, "Amy Jo": 0, "Ana": 0, "Anali": 0, "Anca": 0, "Anders": 0, "Andre": 0, "Andrea": 0, "Andrew": 0, "Andr\u00e9": 0, "Andy": 0, "Angelina": 0, "Anita": 0, "Anja": 0, "Anna": 0, "Anne": 0, "Anne Sofie Fink": 0, "Anthony": 0, "Anton": 0, "Antony": 0, "Areej": 0, "Aron": 0, "Asma": 0, "Audrey": 0, "Austin": 0, "Ayse": 0, "B.": 0, "Barbara": 0, "Barry": 0, "Bart": 0, "Barton": 0, "Beatrice": 0, "Ben": 0, "Benjamin E": 0, "Bernard": 0, "Bertram": 0, "Biljana": 0, "Bill": 0, "Bob": 0, "Bobray": 0, "Boris": 0, "Brenda": 0, "Brian": 0, "Briony": 0, "Britt-Marie": 0, "Brock": 0, "Bryce": 0, "C. M.": 0, "Caleb": 0, "Cameron": 0, "Carl": 0, "Carla": 0, "Carlo": 0, "Carly": 0, "Carol": 0, "Carol X.": 0, "Carole": 0 }, "authors.familyName": { "Mayernik": 8, "Downs": 7, "Duerr": 5, "Cook": 3, "Hoebelheinrich": 2, "Olsen": 2, "Stevens": 2, "Tilmes": 2, "Arnfield": 1, "Lenhardt": 1, "Weaver": 1, "Yarmey": 1, "A J Wilson": 0, "A.Voss": 0, "Abbott": 0, "Abedtash": 0, "Achterberg": 0, "Adams": 0, "Adamus": 0, "Adelman": 0, "Ahalt": 0, "Ahmadia": 0, "Ahuja": 0, "Aiello-Lammens": 0, "Aiken": 0, "Ainsley": 0, "Aklson": 0, "Alejandra Galeano": 0, "Alison Becke": 0, "Allan Orr": 0, "Allard": 0, "Allen": 0, "Alsheikh-Hussain": 0, "Alter": 0, "Altintas": 0, "Ames": 0, "Anand": 0, "Andaur": 0, "Anderson": 0, "Andrea": 0, "Appeltans": 0, "Arnesen": 0, "Arnold": 0, "Arrowsmith": 0, "Ashton": 0, "Atamanchuk": 0, "Atwood": 0, "Ayers": 0, "Ayris": 0, "Azab": 0, "B. Clark": 0, "B. Jones": 0, "Babeu": 0, "Bachant": 0, "Bae": 0, "Baesens": 0, "Bagley": 0, "Bahlai": 0, "Bailey": 0, "Ball": 0, "Banaszkiewicz": 0, "Bangert": 0, "Banks": 0, "Barmby": 0, "Barnes": 0, "Baroni": 0, "Barron": 0, "Barsky": 0, "Barth": 0, "Bartoli": 0, "Barton": 0, "Battista": 0, "Ba\u009an\u00e1": 0, "Beagrie": 0, "Beaulieu": 0, "Becker": 0, "Behnamian": 0, "Behnke": 0, "Bekolay": 0, "Belenkaya": 0, "Belov": 0, "Benedict": 0, "Benoit": 0, "Benson": 0, "Benzing": 0, "Berez-Kroeker": 0, "Beronov": 0, "Best": 0, "Bew": 0, "Beyan": 0, "Bezjak": 0, "Bhaskar": 0, "Biddle": 0, "Bierly": 0, "Biernacka": 0, "Bierwirth (Dr.)": 0, "Birnel": 0, "Bishop": 0, "Bishop-Royse": 0 }, "author_org.name": { "Oak Ridge National Laboratory": 1, "AVPreserve": 0, "Academic Data Science Alliance (ADSA)": 0, "Adastra Academy": 0, "Adventure Works Cycles": 0, "American Geophysical Union (AGU)": 0, "Analytics Vidhya": 0, "Archaeology Data Service": 0, "Arizona State University": 0, "Australian National Data Service (ANDS)": 0, "Australian Research Data Commons (ARDC)": 0, "BD2K Training Coordinating Center (TCC)": 0, "Big Data University": 0, "Bioconductor": 0, "BlueSky to BluePrint": 0, "Boston Public Library": 0, "British Geological Survey": 0, "British Library (BL)": 0, "CIO Council (U.S.)": 0, "CMU Database Group": 0, "CORE": 0, "CSC Finland \u0096 IT Center for Science": 0, "Cal Poly, San Luis Obispo": 0, "Caltech Library": 0, "Cambridge University Library": 0, "Carnegie Mellon University Libraries": 0, "Center for Chemical Process Safety": 0, "Climate Science Legal Defense Fund": 0, "Consortium of European Social Science Data Archives (CESSDA SaW)": 0, "Consortium of European Social Science Data Archives European Infrastructure Consortium (CESSDA ERIC)": 0, "Consortium of Universities for the Advancement of Hydrologic Science, Inc. (CUAHSI)": 0, "Cornell University": 0, "Council for Scientific and Industrial Research": 0, "Czech Academy of Sciences": 0, "Czech Social Science Data Archive (CSDA)": 0, "DARIAH": 0, "Danish Diabetes Academy": 0, "Danish National Archives/Danish Data Archive (DDA)": 0, "Dartmouth College Libraries": 0, "Data Archiving and Networked Services (DANS) - Research Data Netherlands": 0, "Data Carpentry": 0, "Data Management Association International": 0, "Data Science Dojo": 0, "Data Tree": 0, "DataCamp": 0, "DataLab at Tufts": 0, "DataONE Community Engagement and Outreach Working Group": 0, "DataRescue-Albuquerque": 0, "DataStax": 0, "Dauphin Island Sea Lab": 0, "Delft University of Technology": 0, "Department of Scientific Publication, University of Texas MD Anderson Cancer Center": 0, "Digital Curation Centre": 0, "Digital Curator Vocational Education Europe (DigCurV)": 0, "Digital Public Library of America": 0, "ECHO (Earth Observing System Clearing House)": 0, "EDINA - University of Edinburgh": 0, "ESRI": 0, "EUDAT": 0, "Earth Engine Developers Group": 0, "Earth Lab CU Boulder": 0, "Earth2Observe": 0, "Educopia": 0, "Edureka": 0, "Elsevier": 0, "Environmental Data Initiative (EDI)": 0, "Environmental Omics EON": 0, "European Commission": 0, "FGDC.GOV": 0, "Facilitate Open Science Training for European Research (FOSTER)": 0, "Finnish Social Science Data Archive (FSD)": 0, "GODAN Action Network": 0, "GODAN Working Group on Capacity Development": 0, "General Assembly": 0, "GeoBeyond": 0, "Global Data Strategy": 0, "Global Open Data for Agriculture and Nutrition (GODAN)": 0, "Griffith University": 0, "Group on Earth Observations (GEO)": 0, "Guru99": 0, "HDF Group": 0, "Harvard Medical School": 0, "HathiTrust Research Center": 0, "Humboldt-University Berlin": 0, "IBM": 0, "IFRC": 0, "ISRIC World Soil Information": 0, "Incorporated Research Institutions for Seismology (IRIS)": 0, "Indiana University": 0, "Information Sciences Institute (ISI), University of Southern California": 0, "Institute for Digital Research & Education (UCLA)": 0, "Institute of Arctic and Alpine Research (INSTAAR), University of Colorado Boulder": 0, "Institute of Biotechnology, Cornell University": 0, "Intellipaat": 0, "Inter-University Consortium for Political and Social Research (ICPSR)": 0, "Interdisciplinary Earth Data Alliance (IEDA)": 0, "Intergovernmental Oceanographic Commission of UNESCO (IOC)": 0, "International DOI Foundation (IDF)": 0, "Javatpoint": 0, "Johns Hopkins University": 0 }, "subject": { "Physical Sciences and Mathematics: Earth Sciences": 31, "Engineering: Aerospace Engineering": 1, "Arts and Humanities": 0, "Arts and Humanities: Digital Humanities": 0, "Arts and Humanities: History": 0, "Arts and Humanities: History of Art, Architecture, and Archaeology": 0, "Arts and Humanities: Other Languages, Societies, and Cultures": 0, "Education: Science and Mathematics Education": 0, "Engineering": 0, "Engineering: Biomedical Engineering and Bioengineering": 0, "Engineering: Bioresource and Agricultural Engineering": 0, "Engineering: Chemical Engineering": 0, "Engineering: Computer Engineering": 0, "Engineering: Electrical and Computer Engineering": 0, "Life Sciences": 0, "Life Sciences: Agriculture": 0, "Life Sciences: Genetics and Genomics": 0, "Life Sciences: Microbiology": 0, "Life Sciences: Nutrition": 0, "Medicine and Health Sciences": 0, "Medicine and Health Sciences: Biomedical Science": 0, "Physical Sciences and Mathematics": 0, "Physical Sciences and Mathematics: Astrophysics and Astronomy": 0, "Physical Sciences and Mathematics: Computer Sciences": 0, "Physical Sciences and Mathematics: Environmental Sciences": 0, "Physical Sciences and Mathematics: Mathematics": 0, "Physical Sciences and Mathematics: Oceanography and Atmospheric Sciences and Meteorology": 0, "Physical Sciences and Mathematics: Statistics and Probability": 0, "Social and Behavioral Sciences": 0, "Social and Behavioral Sciences: Linguistics": 0, "Social and Behavioral Sciences: Agricultural and Resource Economics": 0, "Social and Behavioral Sciences: Library and Information Science": 0 }, "keywords": { "Data sharing": 15, "Data management": 14, "Data management planning": 10, "Data access methods": 8, "Data citation": 6, "Data literacy": 5, "Federal agency data management requirements (U.S.)": 5, "Data publication": 4, "Metadata registries": 4, "Scientific record archives": 4, "Scientific record preservation": 4, "Data portals": 3, "Data use restrictions": 3, "Discovery metadata": 3, "Environmental change records": 3, "Access rights": 2, "Data archiving": 2, "Data lifecycle": 2, "Data usage": 2, "Data user community": 2, "Metadata": 2, "Community standards": 1, "Copyright of data": 1, "Data backup": 1, "Data formats": 1, "Data loss": 1, "File naming": 1, "Metadata standards": 1, "Self-describing data formats": 1, "3 D modeling": 0, "Accessible data - FAIR Data Principle": 0, "Agriculture applications": 0, "Agriculture data": 0, "Aichi Biodiversity Targets (ABTs)": 0, "Air quality data": 0, "Animal experimental research data": 0, "Anonymisation of data": 0, "Appraisal - Core Trustworthy Data Repositories Requirements": 0, "ArcGIS": 0, "Archaeology data": 0, "Big data": 0, "Biodiversity data": 0, "Biogeochemical data": 0, "Biological data": 0, "Building information modeling (BIM)": 0, "Business intelligence": 0, "Capacity building": 0, "Climate data": 0, "Climate resilience": 0, "Climate risk assessment applications": 0, "Clinical research data": 0, "Cloud-based data": 0, "Coastal data": 0, "Collaborative workflow": 0, "Community climate system model (CCSM)": 0, "Computer Science": 0, "Confidentiality/Ethics - - Core Trustworthy Data Repositories Requirements": 0, "Conservation": 0, "Context - Core Trustworthy Data Repositories Requirements": 0, "Continuity of access - - Core Trustworthy Data Repositories Requirements": 0, "Creative arts data": 0, "Crop monitoring": 0, "Cultural heritage data": 0, "Cyberinfrastructure and the research library": 0, "Cyberinfrastructure for science": 0, "Cyberinfrastructure to enable FAIR data principles": 0, "Data Seal of Approval (DSA)": 0, "Data access": 0, "Data analysis": 0, "Data cleaning": 0, "Data coding": 0, "Data collection": 0, "Data communication": 0, "Data containers": 0, "Data conversion": 0, "Data curation": 0, "Data discovery and identification - Core Trustworthy Data Repositories Requirements": 0, "Data documentation": 0, "Data ethics": 0, "Data governance": 0, "Data handling": 0, "Data integration": 0, "Data integrity and authenticity - Core Trustworthy Data Repositories Requirements": 0, "Data linkage": 0, "Data management examples": 0, "Data management implementation services": 0, "Data management planning tools": 0, "Data management stories": 0, "Data modeling": 0, "Data policy": 0, "Data preservation": 0, "Data privacy": 0, "Data quality": 0, "Data quality - Core Trustworthy Data Repositories Requirements": 0, "Data recipes for Earth science data": 0, "Data research": 0, "Data reuse - Core Trustworthy Data Repositories Requirements": 0, "Data skills education": 0, "Data stewardship": 0, "Data storage": 0 }, "license": { "Creative Commons Attribution 3.0 United States - CC BY 3.0 US": 32, "Apache-2.0": 0, "BSD-3-Clause": 0, "Creative Commons 0 - CC0 \"No Rights Reserved\" (Public Domain)": 0, "Creative Commons 1.0 Universal (Public Domain Dedication)": 0, "Creative Commons Attribution 2.0 Generic - CC BY 2.0": 0, "Creative Commons Attribution 2.5 UK:Scotland": 0, "Creative Commons Attribution 3.0 Germany - CC BY 3.0 DE": 0, "Creative Commons Attribution 3.0 Unported - CC BY 3.0": 0, "Creative Commons Attribution 4.0 International - CC BY 4.0": 0, "Creative Commons Attribution-NoDerivatives 4.0 - CC BY-ND 4.0": 0, "Creative Commons Attribution-NonCommercial 4.0 International - CC BY-NC 4.0": 0, "Creative Commons Attribution-NonCommercial 4.0 International - CC BY-NC-SA 4.0": 0, "Creative Commons Attribution-NonCommercial-ShareAlike 2.0 Unported - CC BY-NC-SA 2.0": 0, "Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported - CC BY-NC-SA 3.0": 0, "Creative Commons Attribution-ShareAlike 4.0 International License - CC BY-SA 4.0": 0, "GNU Affero General Public License (AGPL)": 0, "MIT License": 0, "Standard YouTube License": 0 }, "usage_info": { "Khan Academy Terms of Service": 0, "USGS Disclaimer - approved data released to public": 0 }, "publisher": { "Federation of Earth Science Information Partners (ESIP Federation)": 32, "2018 IEEE international conference on BIG DATA, Seattle WA": 0, "ACTION": 0, "AGACAD": 0, "ALCTS the Association for Library Collections and Technical Services": 0, "Adastra Academy": 0, "Agriculture Information Management Standards (AIMS)": 0, "American Institute of Chemical Engineers (AIChE)": 0, "Analytics Vidhya": 0, "Archaeology Data Service": 0, "Archive of the Indigenous Languages of Latin America (AILLA)": 0, "Arizona State University": 0, "Association for Learning Technology": 0, "Association for Library Collections and Technical Services (ALCTS)": 0, "Association of Research Managers and Administrators(ARMA)": 0, "Australian National Data Service (ANDS)": 0, "Australian Research Data Commons (ARDC)": 0, "Belmont Forum": 0, "Bioconductor": 0, "Blue-Cloud": 0, "Brazilian National Institute of Space Research (INPE)": 0, "British Geological Survey": 0, "CEOS": 0, "CIMdata": 0, "Caltech Library": 0, "Cambridge University Press": 0, "Canvas Instruction": 0, "Carnegie Mellon University": 0, "Center for Open Science (COS)": 0, "Center for Research Libraries Global Resource Network": 0, "Climate Science Legal Defense Fund": 0, "Coalition on Publishing Data in Earth and Space Sciences (COPDESS.org)": 0, "CognitiveClass.ai": 0, "Collibra University": 0, "Columbia University": 0, "Competence Center Corporate Data Quality (CC CDQ)": 0, "Consortium of European Social Science Data Archives (CESSDA SaW)": 0, "Consortium of European Social Science Data Archives European Infrastructure Consortium (CESSDA ERIC)": 0, "Consortium of Universities for the Advancement of Hydrologic Science, Inc. (CUAHSI)": 0, "Cookbook for R": 0, "Cornell University": 0, "Council for Scientific and Industrial Research": 0, "Coursera": 0, "DDN": 0, "DZone": 0, "Danish Diabetes Academy": 0, "Dartmouth College Libraries": 0, "Data 36": 0, "Data Carpentry": 0, "Data Curation Education Program for the Humanities (DCEP-H)": 0, "Data Curation Network": 0, "Data Management Association International": 0, "Data Science Dojo": 0, "Data Tree": 0, "DataCamp": 0, "DataONE": 0, "DataVersity": 0, "Dataverse": 0, "Digital Curation Centre": 0, "Digital Curator Vocational Education Europe (DigCurV)": 0, "Digital Preservation Coalition": 0, "Digital Public Library of America": 0, "Doria": 0, "Duke University": 0, "Dutch Techcentre for Life Sciences (DTL)": 0, "EDINA - University of Edinburgh": 0, "ELIXIR": 0, "EOSC-Hub": 0, "ESRI": 0, "EUDAT": 0, "Earth Engine Developers Group": 0, "Earth Science Information Partners (ESIP)": 0, "Earth2Observe": 0, "EarthCube": 0, "Edith Cowan University (ECU)": 0, "Educopia": 0, "Edureka": 0, "Elsevier": 0, "Environmental Data Initiative (EDI)": 0, "Environmental Omics EON": 0, "Experfy": 0, "FAIRsFAIR": 0, "FGDC.GOV": 0, "FOSS4G, Open Source Geospatial Foundation": 0, "Facilitate Open Science Training for European Research (FOSTER)": 0, "Figshare": 0, "Finnish Social Science Data Archive (FSD)": 0, "General Assembly": 0, "Global Open Data for Agriculture and Nutrition (GODAN)": 0, "GreyNet International": 0, "Gurdon Institute": 0, "Guru99": 0, "Harvard Medical School": 0, "Hydroshare": 0, "IHE Delft Institute for water education": 0, "IMCR Portal": 0, "ISRIC World Soil Information": 0, "Incorporated Research Institutions for Seismology (IRIS)": 0, "Infrastructure for Spatial Information in Europe": 0, "Institute for Digital Research & Education (UCLA)": 0 }, "accessibility_features.name": { "Augmentation - provision of content in learning resource by alternate means, e.g., by alternative text for a graphic image.": 0, "Control - features that allow the user to control access to the learning resource, e.g., by pausing a timed interface when needed.": 0, "Structure and Navigation - aids to structure and navigation of the learning resource content, e.g., by including an index or table of contents.": 0, "Transformation - features that allow the content to be changed for ease of access, e.g., by using large print fonts.": 0 }, "language_primary": { "en": 32, "af": 0, "de": 0, "es": 0, "fr": 0 }, "languages_secondary": { "ar": 0, "de": 0, "en": 0, "es": 0, "fr": 0, "it": 0, "nl": 0, "pt": 0 }, "ed_frameworks.name": { "ESIP Data Management for Scientists Short Course": 32, "DataONE Education Modules": 0, "FAIR Data Principles": 0, "ICSU - World Data System Training Resources Guide": 0, "The Digital Preservation Network": 0, "USGS Science Support Framework": 0 }, "author_names": { "Matthew Mayernik": 8, "Robert R. Downs": 7, "Ruth E. Duerr": 5, "Robert Cook": 3, "Curt Tilmes": 2, "Lola Olsen": 2, "Nancy J. Hoebelheinrich": 2, "Tyler Stevens": 2, "Jeff Arnfield": 1, "Lynn Yarmey": 1, "Ronald Weaver": 1, "W. Christopher Lenhardt": 1, "Abdulrahman Azab": 0, "Abigail Benson": 0, "Abigail Cabunoc Mayes": 0, "Abilene Thiele Concepcion Perez": 0, "Adam Kriesberg": 0, "Adam Shepherd": 0, "Aditya Sharma": 0, "Adrian Burton": 0, "Africa Flores": 0, "Aikaterini Chatsiou": 0, "Akinyemi Mandela Fasemore": 0, "Al Downie": 0, "Alainna Therese": 0, "Alan Barnes": 0, "Alastair Dunning": 0, "Alessandro Costantini": 0, "Alex Aklson": 0, "Alex Brey": 0, "Alexander Barth": 0, "Alexander Louis Handwerger": 0, "Alexandre Faria De Oliveria": 0, "Alexia Cardona": 0, "Alexis Tindall": 0, "Alicia Niwagaba": 0, "Alisa Surkis": 0, "Alison Babeu": 0, "Alison Boyer": 0, "Allen Lee": 0, "Allissa Dillman": 0, "Amanda Whitmire": 0, "Amandine Philippart De Foy": 0, "Amarnath Gupta": 0, "Amber Budden": 0, "Amber Leahey": 0, "Amber McCullum": 0, "Amber York": 0, "Amir Behnamian": 0, "Amita Mehta": 0, "Amy Brown": 0, "Amy FitzGerrell": 0, "Amy Hodge": 0, "Amy Jo Barton": 0, "Amy K. Huff": 0, "Amy Koshoffer": 0, "Amy Neeser": 0, "Amy Nurnberger": 0, "Amy Robinson": 0, "Ana Prados": 0, "Ana Slavec": 0, "Anali Perry": 0, "Anca Vlad": 0, "Anders Ostman": 0, "Andre Jellema": 0, "Andrea Berez-Kroeker": 0, "Andrea Denton": 0, "Andrea Szwajcer": 0, "Andrew Battista": 0, "Andrew Dickson": 0, "Andrew Gray": 0, "Andrew Janke": 0, "Andr\u00e9 Laperri\u00e8re": 0, "Andy Pavlo": 0, "Angelina Kraft": 0, "Anita Brollochs": 0, "Anita Schwartz": 0, "Anja Fullgrabe": 0, "Anna Fahey-Flynn": 0, "Anna Kemp-Casey": 0, "Anna Lund\u00e9n": 0, "Anna Neatrour": 0, "Anna Schritz": 0, "Anne McKenzie": 0, "Anne Sofie Fink Kjeldgaard": 0, "Anthony Juehne": 0, "Anton Van de Putte": 0, "Antony Buxton": 0, "Areej Alsheikh-Hussain": 0, "Aron Ahmadia": 0, "Asma Desai": 0, "Audrey Mickle": 0, "Austin McClean": 0, "Ayse Kilic": 0, "B. Beronov": 0, "Barbara Simpson": 0, "Barbara S\u00e1nchez Sol\u00eds": 0, "Barry Smith": 0, "Bart Baesens": 0 }, "target_audience": { "Research scientist": 29, "Early-career research scientist": 3, "Citizen scientist": 0, "Data manager": 0, "Data policymaker": 0, "Data professional": 0, "Data supporter": 0, "Educator": 0, "Funding organization": 0, "Graduate student": 0, "High school student": 0, "Librarian": 0, "Mid-career research scientist": 0, "Middle school student": 0, "Publisher": 0, "Repository manager": 0, "Research faculty": 0, "Software engineer": 0, "Technology expert group": 0, "Undergraduate student": 0 }, "lr_type": { "Unit - long-range plan of instruction on a particular concept containing multiple, related lessons.": 0 }, "purpose": { "Professional Development - increasing knowledge and capabilities related to managing the data produced, used or re-used, curated and/or archived.": 32, "Assessment - the evaluation, measurement and documentation of the skills or knowledge about data management.": 0, "Instruction - detailed information about aspects or processes related to data management or data skills.": 0 }, "media_type": { "Presentation - representation of the particular way in which an author shows, describes or explains one or more concepts, e.g., a set of Powerpoint slides.": 32, "Animation - a method of making a series of drawings, computer graphics or photographs appear to move.": 0, "Collection - a group or set of items that comprise a single learning resource, e.g., a PDF version of a slide presentation, an audio file of the presentation and a textual representation of the oral transcription of the presentation.": 0, "Dataset - collection of information organized in logical record and block structures for use by a computer.": 0, "Event - time-based happening that is portrayed or covered by the learning resource, e.g., a webinar.": 0, "Interactive Resource - requires a user to take action or make a request in order for the content to be understood, executed or experienced.": 0, "Moving Image - explains a concept or tells a story by using sound plus a sequence of visual images that give the illusion of continuous movement, e.g., movie.": 0, "Physical Object - entity that has a physical presence in the present, as opposed to an artifact (a physical object) of the past.": 0, "Service - self-contained unit of functionality that enables operations or capabilities, e.g., searching for instruction or training resources on data management.": 0, "Software - programs used to direct the operation of a computer and related devices.": 0, "Sound - an explanation of a concept or a story using audio means within the acoustic range available to humans, and differentiated from audio visual resources (i.e.,moving image).": 0, "Static Image - a single visual representation that does not change. Example: a poster explicating a concept.": 0, "Text - an explanation of a concept or a story using human readable characters formed into words, usually distinguished from graphical images.": 0 }, "access_cost": { "false": 32, "true": 0 }, "status": { "true": 32, "false": 0 }, "pub_status": { "published": 32, "in-process": 0 } }, "results": [ { "title": "Providing Access to Your Data: Access Mechanisms", "status": 1, "pub_status": "published", "modification_date": "2022-06-21T10:57:03Z", "resource_modification_date": "1900-01-01T00:00:00Z", "url": "https://commons.esipfed.org/node/1453", "access_cost": 0, "submitter_name": "Nancy J. Hoebelheinrich", "submitter_email": "nhoebel@kmotifs.com", "authors": [ { "givenName": "Robert R.", "familyName": "Downs", "name_identifier": "", "name_identifier_type": "" } ], "author_names": [ "Robert R. Downs" ], "author_org": { "name": "", "name_identifier": "", "name_identifier_type": "" }, "contact": { "name": "Robert R. Downs", "org": "Center for International Earth Science Information Network (CIESIN), Columbia University", "email": "" }, "abstract_data": "This training module is part of the Federation of Earth Science Information Partners (or ESIP Federation's) Data Management for Scientists Short Course.\u00a0 The subject of this module is \"Access Mechanisms\".\u00a0 The module was authored by Robert R. Downs from the NASA Socioeconomic Data and Applications Center which is operated by CIESIN \u0096 the Center for International Earth Science Information Network at Columbia University.\u00a0 Besides the ESIP Federation, sponsors of this Data Management for Scientists Short Course are the Data Conservancy and the United States National Oceanic and Atmospheric Administration (NOAA). \u00a0This module is available in both presentation slide and video formats.
\n
\nIn this module, we plan to give you some background and context for the topic and describe its relevance to data management.\u00a0 We\u0092d like to introduce you to a way to think about the parties who can provide access to your data, and some of the mechanisms that might be used.\u00a0 We\u0092ll discuss some community considerations and resource considerations for access, and, finally describe some access mechanisms that can be offered by data centers.", "abstract_format": "filtered_html", "subject": "Physical Sciences and Mathematics: Earth Sciences", "keywords": [ "Data access methods", "Data management", "Data publication", "Data user community" ], "license": "Creative Commons Attribution 3.0 United States - CC BY 3.0 US", "usage_info": "", "citation": "Downs, R.R. 2012. \u0093Local Data Management - Providing Access to Your Data: Access Mechanisms.\u0094 In Data Management for Scientists Short Course, edited by Ruth Duerr and Nancy J. Hoebelheinrich, Federation of Earth Science Information Partners: ESIP Commons. doi:10.7269/P3S46PVB", "locator_data": "doi:10.7269/P3S46PVB", "locator_type": "DOI", "publisher": "Federation of Earth Science Information Partners (ESIP Federation)", "version": "", "created": "2016-11-26T13:24:11", "published": "2012-12-01T00:00:00Z", "accessibility_features": [], "accessibility_summary": "", "language_primary": "en", "languages_secondary": [], "ed_frameworks": [ { "name": "ESIP Data Management for Scientists Short Course", "nodes": [ { "description": "", "name": "Local Data Management" } ], "type": "framework" } ], "target_audience": [ "Research scientist" ], "purpose": "Professional Development - increasing knowledge and capabilities related to managing the data produced, used or re-used, curated and/or archived.", "completion_time": "Up to 1 hour", "media_type": "Presentation - representation of the particular way in which an author shows, describes or explains one or more concepts, e.g., a set of Powerpoint slides.", "lr_type": "Lesson - detailed description of an element of instruction in a course, [could be] contained in a unit of one or more lessons, and used by a teacher to guide class instruction. Example: presentation slides on a topic.", "creator": "Nhoebelheinrich", "md_record_id": "", "ratings": [], "rating": 0.0, "id": "0bbd0338-8ac3-3037-8815-fc628dd146b7", "contributors": [ { "familyName": "Duerr", "givenName": "Ruth E.", "type": "Writing \u0096 review & editing" }, { "familyName": "Hoebelheinrich", "givenName": "Nancy J.", "type": "Writing \u0096 review & editing" }, { "familyName": "Hoebelheinrich", "givenName": "Nancy J.", "type": "Voiceover video performer" } ], "contributor_orgs": [ { "name": "ICSU - World Data System (WDS)", "name_identifier": "N.A.", "name_identifier_type": "N.A.", "type": "Endorser" } ], "score": 2.0401661, "accesibility_summary": [], "country_of_origin": null, "credential_status": null, "notes": [] }, { "title": "Providing Access to Your Data: Tracking Data Usage", "status": 1, "pub_status": "published", "modification_date": "2022-06-21T10:57:03Z", "resource_modification_date": "1900-01-01T00:00:00Z", "url": "https://commons.esipfed.org/node/763", "access_cost": 0, "submitter_name": "Nancy J. Hoebelheinrich", "submitter_email": "nhoebel@kmotifs.com", "authors": [ { "givenName": "Robert R.", "familyName": "Downs", "name_identifier": "", "name_identifier_type": "" } ], "author_names": [ "Robert R. Downs" ], "author_org": { "name": "", "name_identifier": "", "name_identifier_type": "" }, "contact": { "name": "Robert R. Downs", "org": "Center for International Earth Science Information Network (CIESIN), Columbia University", "email": "" }, "abstract_data": "This training module is part of the Federation of Earth Science Information Partners (or ESIP Federation's) Data Management for Scientists Short Course.\u00a0 The subject of this module is \"Tracking Data Usage\".\u00a0 The module was authored by Robert R. Downs from the NASA Socioeconomic Data and Application Center which is operated by CIESIN \u0096 the Center for International Earth Science Information Network at Columbia University.\u00a0 Besides the ESIP Federation, sponsors of this Data Management for Scientists Short Course are the Data Conservancy and the United States National Oceanic and Atmospheric Administration (NOAA). \u00a0This module is available in both presentation slide and video formats.
\n
\nIn this module, we will give you some background and context for this topic, and then describe its relevance to data management.\u00a0 We\u0092ll discuss what data usage can tell you about your data and where you can find usage information.\u00a0 We\u0092ll also briefly discuss the advantages of tracking data citations.", "abstract_format": "filtered_html", "subject": "Physical Sciences and Mathematics: Earth Sciences", "keywords": [ "Data access methods", "Data citation", "Data management", "Data sharing", "Data usage" ], "license": "Creative Commons Attribution 3.0 United States - CC BY 3.0 US", "usage_info": "", "citation": "Downs, R.R. 2012. \u0093Local Data Management - Providing Access to Your Data: Tracking Data Usage.\u0094 In Data Management for Scientists Short Course, edited by Ruth Duerr and Nancy J. Hoebelheinrich, Federation of Earth Science Information Partners: ESIP Commons. doi:10.7269/P3RB72J0", "locator_data": " doi:10.7269/P3RB72J0", "locator_type": "DOI", "publisher": "Federation of Earth Science Information Partners (ESIP Federation)", "version": "", "created": "2016-11-26T13:30:12", "published": "2012-11-01T00:00:00Z", "accessibility_features": [], "accessibility_summary": "", "language_primary": "en", "languages_secondary": [], "ed_frameworks": [ { "name": "ESIP Data Management for Scientists Short Course", "nodes": [ { "description": "", "name": "Local Data Management" } ], "type": "framework" } ], "target_audience": [ "Research scientist" ], "purpose": "Professional Development - increasing knowledge and capabilities related to managing the data produced, used or re-used, curated and/or archived.", "completion_time": "Up to 1 hour", "media_type": "Presentation - representation of the particular way in which an author shows, describes or explains one or more concepts, e.g., a set of Powerpoint slides.", "lr_type": "Lesson - detailed description of an element of instruction in a course, [could be] contained in a unit of one or more lessons, and used by a teacher to guide class instruction. Example: presentation slides on a topic.", "creator": "Nhoebelheinrich", "md_record_id": "", "ratings": [], "rating": 0.0, "id": "dd7837c5-bf25-316a-81b6-c65cf3bc59c0", "contributors": [ { "familyName": "Duerr", "givenName": "Ruth E.", "type": "Writing \u0096 review & editing" }, { "familyName": "Hoebelheinrich", "givenName": "Nancy J.", "type": "Writing \u0096 review & editing" }, { "familyName": "Hoebelheinrich", "givenName": "Nancy J.", "type": "Voiceover video performer" } ], "contributor_orgs": [ { "name": "ICSU - World Data System (WDS)", "name_identifier": "N.A.", "name_identifier_type": "N.A.", "type": "Endorser" } ], "score": 2.0401661, "accesibility_summary": [], "country_of_origin": null, "credential_status": null, "notes": [] }, { "title": "Providing Access to Your Data: Handling Sensitive Data", "status": 1, "pub_status": "published", "modification_date": "2022-06-21T10:57:03Z", "resource_modification_date": "1900-01-01T00:00:00Z", "url": "https://commons.esipfed.org/node/764", "access_cost": 0, "submitter_name": "Nancy J. Hoebelheinrich", "submitter_email": "nhoebel@kmotifs.com", "authors": [ { "givenName": "Robert R.", "familyName": "Downs", "name_identifier": "", "name_identifier_type": "" } ], "author_names": [ "Robert R. Downs" ], "author_org": { "name": "", "name_identifier": "", "name_identifier_type": "" }, "contact": { "name": "Robert R. Downs", "org": "Center for International Earth Science Information Network (CIESIN), Columbia University", "email": "" }, "abstract_data": "This training module is part of the Federation of Earth Science Information Partners (or ESIP Federation's) Data Management for Scientists Short Course.\u00a0 The subject of this module is \"Handling Sensitive Data\".\u00a0 The module was authored by Robert R. Downs from the NASA Socioeconomic Data and Applications Center which is operated by CIESIN \u0096 the Center for International Earth Science Information Network at Columbia University.\u00a0 Besides the ESIP Federation, sponsors of this Data Management for Scientists Short Course are the Data Conservancy and the United States National Oceanic and Atmospheric Administration (NOAA). \u00a0This module is available in both presentation slide and video formats.
\n
\nIn this module, we will tell you what sensitive data is and provide some background information about it.\u00a0 We will discuss why it is important that you identify and manage sensitive data, particularly for science.\u00a0 We\u0092ll also talk about some important issues to discuss with your archive about managing the sensitive data.", "abstract_format": "filtered_html", "subject": "Physical Sciences and Mathematics: Earth Sciences", "keywords": [ "Access rights", "Data access methods", "Data archiving", "Data management", "Data sharing", "Data use restrictions" ], "license": "Creative Commons Attribution 3.0 United States - CC BY 3.0 US", "usage_info": "", "citation": "Downs, R.R. 2012. \u0093Local Data Management - Providing Access to Your Data: Handling Sensitive Data.\u0094 In Data Management for Scientists Short Course, edited by Ruth Duerr and Nancy J. Hoebelheinrich, Federation of Earth Science Information Partners: ESIP Commons. doi:10.7269/P3MK69T8", "locator_data": "doi:10.7269/P3MK69T8", "locator_type": "DOI", "publisher": "Federation of Earth Science Information Partners (ESIP Federation)", "version": "", "created": "2016-11-26T13:37:08", "published": "2012-11-01T00:00:00Z", "accessibility_features": [], "accessibility_summary": "", "language_primary": "en", "languages_secondary": [], "ed_frameworks": [ { "name": "ESIP Data Management for Scientists Short Course", "nodes": [ { "description": "", "name": "Local Data Management" } ], "type": "framework" } ], "target_audience": [ "Research scientist" ], "purpose": "Professional Development - increasing knowledge and capabilities related to managing the data produced, used or re-used, curated and/or archived.", "completion_time": "Up to 1 hour", "media_type": "Presentation - representation of the particular way in which an author shows, describes or explains one or more concepts, e.g., a set of Powerpoint slides.", "lr_type": "Lesson - detailed description of an element of instruction in a course, [could be] contained in a unit of one or more lessons, and used by a teacher to guide class instruction. Example: presentation slides on a topic.", "creator": "Nhoebelheinrich", "md_record_id": "", "ratings": [], "rating": 0.0, "id": "55757e46-447b-3393-b7b1-ea1cadec3e62", "contributors": [ { "familyName": "Duerr", "givenName": "Ruth E.", "type": "Writing \u0096 review & editing" }, { "familyName": "Hoebelheinrich", "givenName": "Nancy J.", "type": "Writing \u0096 review & editing" }, { "familyName": "Hoebelheinrich", "givenName": "Nancy J.", "type": "Voiceover video performer" } ], "contributor_orgs": [ { "name": "ICSU - World Data System (WDS)", "name_identifier": "N.A.", "name_identifier_type": "N.A.", "type": "Endorser" } ], "score": 2.0401661, "accesibility_summary": [], "country_of_origin": null, "credential_status": null, "notes": [] }, { "title": "Providing Access to Your Data: Rights", "status": 1, "pub_status": "published", "modification_date": "2022-06-21T10:57:03Z", "resource_modification_date": "1900-01-01T00:00:00Z", "url": "https://commons.esipfed.org/node/1427", "access_cost": 0, "submitter_name": "Nancy J. Hoebelheinrich", "submitter_email": "nhoebel@kmotifs.com", "authors": [ { "givenName": "Robert R.", "familyName": "Downs", "name_identifier": "", "name_identifier_type": "" } ], "author_names": [ "Robert R. Downs" ], "author_org": { "name": "", "name_identifier": "", "name_identifier_type": "" }, "contact": { "name": "Robert R. Downs", "org": "Center for International Earth Science Information Network (CIESIN), Columbia University", "email": "" }, "abstract_data": "This training module is part of the Federation of Earth Science Information Partners (or ESIP Federation's) Data Management for Scientists Short Course.\u00a0 The subject of this module is \"Rights\".\u00a0 The module was authored by Robert R. Downs from the NASA Socioeconomic Data and Applications Center which is operated by CIESIN \u0096 the Center for International Earth Science Information Network at Columbia University.\u00a0 Besides the ESIP Federation, sponsors of this Data Management for Scientists Short Course are the Data Conservancy and the United States National Oceanic and Atmospheric Administration (NOAA). \u00a0This module is available in both presentation slide and video formats.
\n
\nIn this module, we will first provide some background and context on the topic of rights, discuss the relevance of rights to data management and then describe some options that you have for assigning rights, with examples.\u00a0", "abstract_format": "filtered_html", "subject": "Physical Sciences and Mathematics: Earth Sciences", "keywords": [ "Access rights", "Data access methods", "Data management", "Data sharing", "Data use restrictions" ], "license": "Creative Commons Attribution 3.0 United States - CC BY 3.0 US", "usage_info": "", "citation": "Downs, R.R. 2013. \u0093Local Data Management - Providing Access to Your Data: Rights.\u0094 In Data Management for Scientists Short Course, edited by Ruth Duerr and Nancy J. Hoebelheinrich, Federation of Earth Science Information Partners: ESIP Commons. doi:10.7269/P3V40S4H", "locator_data": "doi:10.7269/P3V40S4H", "locator_type": "DOI", "publisher": "Federation of Earth Science Information Partners (ESIP Federation)", "version": "", "created": "2016-11-26T13:42:26", "published": "2013-01-01T00:00:00Z", "accessibility_features": [], "accessibility_summary": "", "language_primary": "en", "languages_secondary": [], "ed_frameworks": [ { "name": "ESIP Data Management for Scientists Short Course", "nodes": [ { "description": "", "name": "Local Data Management" } ], "type": "framework" } ], "target_audience": [ "Research scientist" ], "purpose": "Professional Development - increasing knowledge and capabilities related to managing the data produced, used or re-used, curated and/or archived.", "completion_time": "Up to 1 hour", "media_type": "Presentation - representation of the particular way in which an author shows, describes or explains one or more concepts, e.g., a set of Powerpoint slides.", "lr_type": "Lesson - detailed description of an element of instruction in a course, [could be] contained in a unit of one or more lessons, and used by a teacher to guide class instruction. Example: presentation slides on a topic.", "creator": "Nhoebelheinrich", "md_record_id": "", "ratings": [], "rating": 0.0, "id": "10ca0e63-5e0e-34ac-8312-40011a89c80c", "contributors": [ { "familyName": "Duerr", "givenName": "Ruth E.", "type": "Writing \u0096 review & editing" }, { "familyName": "Hoebelheinrich", "givenName": "Nancy J.", "type": "Writing \u0096 review & editing" }, { "familyName": "Hoebelheinrich", "givenName": "Nancy J.", "type": "Voiceover video performer" } ], "contributor_orgs": [ { "name": "ICSU - World Data System (WDS)", "name_identifier": "N.A.", "name_identifier_type": "N.A.", "type": "Endorser" } ], "score": 2.0401661, "accesibility_summary": [], "country_of_origin": null, "credential_status": null, "notes": [] }, { "title": "Advertising your data: Agency requirements for submitting metadata", "status": 1, "pub_status": "published", "modification_date": "2022-06-21T10:57:02Z", "resource_modification_date": "1900-01-01T00:00:00Z", "url": "https://commons.esipfed.org/node/735", "access_cost": 0, "submitter_name": "", "submitter_email": "", "authors": [ { "givenName": "Nancy J.", "familyName": "Hoebelheinrich", "name_identifier": "", "name_identifier_type": "" } ], "author_names": [ "Nancy J. Hoebelheinrich" ], "author_org": { "name": "", "name_identifier": "", "name_identifier_type": "" }, "contact": { "name": "Nancy J. Hoebelheinrich", "org": "Knowledge Motifs LLC", "email": "" }, "abstract_data": "This training module is part of the Federation of Earth Science Information Partners (or ESIP Federation's) Data Management for Scientists Short Course.\u00a0 The subject of this module is \"Agency Requirements for Submitting Metadata.\"\u00a0 This module was authored by Nancy Hoebelheinrich from Knowledge Motifs LLC.\u00a0 Besides the ESIP Federation, sponsors of this Data Management for Scientists Short Course are the Data Conservancy and the United States National Oceanic and Atmospheric Administration (NOAA).
\n
\nAs an overview, we will touch the following topics in this module:\u00a0
\n
\n- How the agencies persuade you to make metadata available about your data by submission or publication. Metadata can be defined as descriptive information about your data of the type that is usually found in search portals.\u00a0
\n- Specifically, we will be talking about the National Science Foundation (NSF\u0092s) required Data Management Plan that motivates you to make metadata available.
\n- The National Aeronautics and Space Administration (NASA\u0092s) Data and Information Policy that encourages you to make metadata available.
\n- The National Oceanic and Atmospheric Administration (NOAA\u0092s) Administrative Order 212-15 that directs you to make metadata available.
\n- How the practice of submitting or publishing metadata is promoted by the E-Government Act of 2002 (44 U.S.C 3602).
\nOther topics we\u0092ll discuss include the timeliness of the metadata submission, and some dissemination tools and techniques that can help you make your metadata available to the public. This module is available in both presentation slide and video formats.", "abstract_format": "filtered_html", "subject": "Physical Sciences and Mathematics: Earth Sciences", "keywords": [ "Discovery metadata", "Metadata", "Federal agency data management requirements (U.S.)", "Data sharing", "Data management" ], "license": "Creative Commons Attribution 3.0 United States - CC BY 3.0 US", "usage_info": "", "citation": "Hoebelheinrich, N.J. 2012. \u0093Local Data Management - Advertising Your Data: Agency Requirements for Submitting Metadata.\u0094 In Data \nManagement for Scientists Short Course, edited by Ruth Duerr and \nNancy J. Hoebelheinrich, Federation of Earth Science Information \nPartners: ESIP Commons. doi:10.7269/P30V89R9", "locator_data": "doi:10.7269/P30V89R9", "locator_type": "DOI", "publisher": "Federation of Earth Science Information Partners (ESIP Federation)", "version": "", "created": "2016-11-26T12:41:50", "published": "2012-09-01T00:00:00Z", "accessibility_features": [], "accessibility_summary": "", "language_primary": "en", "languages_secondary": [], "ed_frameworks": [ { "name": "ESIP Data Management for Scientists Short Course", "nodes": [ { "description": "", "name": "Local Data Management" } ], "type": "framework" } ], "target_audience": [ "Research scientist" ], "purpose": "Professional Development - increasing knowledge and capabilities related to managing the data produced, used or re-used, curated and/or archived.", "completion_time": "", "media_type": "Presentation - representation of the particular way in which an author shows, describes or explains one or more concepts, e.g., a set of Powerpoint slides.", "lr_type": "Lesson - detailed description of an element of instruction in a course, [could be] contained in a unit of one or more lessons, and used by a teacher to guide class instruction. Example: presentation slides on a topic.", "creator": "Nhoebelheinrich", "md_record_id": "", "ratings": [], "rating": 0.0, "id": "f4358ff1-7f0b-320d-9348-ceeba0b07d9c", "contributors": [ { "familyName": "Duerr", "givenName": "Ruth E.", "type": "Writing \u0096 review & editing" }, { "familyName": "Hoebelheinrich", "givenName": "Nancy J.", "type": "Writing \u0096 review & editing" }, { "familyName": "Hoebelheinrich", "givenName": "Nancy J.", "type": "Voiceover video performer" } ], "contributor_orgs": [], "score": 2.0401661, "accesibility_summary": [], "country_of_origin": null, "credential_status": null, "notes": [] }, { "title": "Using Data Portals and Metadata Registries: Submitting Metadata to the GCMD", "status": 1, "pub_status": "published", "modification_date": "2022-06-21T10:57:02Z", "resource_modification_date": "1900-01-01T00:00:00Z", "url": "https://commons.esipfed.org/node/704", "access_cost": 0, "submitter_name": "", "submitter_email": "", "authors": [ { "givenName": "Lola", "familyName": "Olsen", "name_identifier": "", "name_identifier_type": "" }, { "givenName": "Tyler", "familyName": "Stevens", "name_identifier": "", "name_identifier_type": "" } ], "author_names": [ "Lola Olsen", "Tyler Stevens" ], "author_org": { "name": "", "name_identifier": "", "name_identifier_type": "" }, "contact": { "name": "Tyler Stevens", "org": "Wyle Information Systems (NASA Contractor)", "email": "" }, "abstract_data": "This training module is part of the Federation of Earth Science Information Partners (or ESIP Federation's) Data Management for Scientists Short Course. The subject of this module is \"Submitting Metadata to the GCMD.\" \u00a0This module was authored by Lola Olsen from the National Aeronautics & Space Administration, NASA, and Tyler Stevens, NASA Contractor for Wyle Information Systems at the Global Change Master Directory, and the Goddard Space Flight Center. \u00a0Besides the ESIP Federation, sponsors of this Data Management for Scientists Short Course are the Data Conservancy and the United States National Oceanic and Atmospheric Administration (NOAA).In this module, we will provide an introduction to the Global Change Master Directory, known as the GCMD; describe how to submit a metadata record for your data to the GCMD using the docBUILDER metadata authoring tool; and provide an overview of docBUILDER functionality. \u00a0This module is available in both presentation slide and video formats.", "abstract_format": "filtered_html", "subject": "Physical Sciences and Mathematics: Earth Sciences", "keywords": [ "Metadata registries", "Discovery metadata", "Data sharing", "Data portals", "Data management" ], "license": "Creative Commons Attribution 3.0 United States - CC BY 3.0 US", "usage_info": "", "citation": "Olsen, L. and T. Stevens, 2012. \u0093Local Data Management \u0096 Advertising Your Data: Using Data Portals and Metadata Registries; Submitting Metadata to the GCMD.\u0094 In Data Management for Scientists Short Course, edited by Ruth Duerr and Nancy J. Hoebelheinrich, Federation of Earth Science Information Partners: ESIP Commons. doi:10.7269/P35H7D63", "locator_data": "doi:10.7269/P35H7D63", "locator_type": "DOI", "publisher": "Federation of Earth Science Information Partners (ESIP Federation)", "version": "", "created": "2016-11-26T13:02:09", "published": "2012-10-01T00:00:00Z", "accessibility_features": [], "accessibility_summary": "", "language_primary": "en", "languages_secondary": [], "ed_frameworks": [ { "name": "ESIP Data Management for Scientists Short Course", "nodes": [ { "description": "", "name": "Local Data Management" } ], "type": "framework" } ], "target_audience": [ "Research scientist" ], "purpose": "Professional Development - increasing knowledge and capabilities related to managing the data produced, used or re-used, curated and/or archived.", "completion_time": "Up to 1 hour", "media_type": "Presentation - representation of the particular way in which an author shows, describes or explains one or more concepts, e.g., a set of Powerpoint slides.", "lr_type": "Lesson - detailed description of an element of instruction in a course, [could be] contained in a unit of one or more lessons, and used by a teacher to guide class instruction. Example: presentation slides on a topic.", "creator": "Nhoebelheinrich", "md_record_id": "", "ratings": [], "rating": 0.0, "id": "0d01dd01-e020-3d4b-a6a0-6b3a7bf12268", "contributors": [ { "familyName": "Duerr", "givenName": "Ruth E.", "type": "Writing \u0096 review & editing" }, { "familyName": "Hoebelheinrich", "givenName": "Nancy J.", "type": "Writing \u0096 review & editing" }, { "familyName": "Hoebelheinrich", "givenName": "Nancy J.", "type": "Voiceover video performer" } ], "contributor_orgs": [], "score": 2.0401661, "accesibility_summary": [], "country_of_origin": null, "credential_status": null, "notes": [] }, { "title": "Local Data Management: Providing Access to Your Data", "status": 1, "pub_status": "published", "modification_date": "2022-06-21T10:57:02Z", "resource_modification_date": "1900-01-01T00:00:00Z", "url": "https://commons.esipfed.org/node/703", "access_cost": 0, "submitter_name": "Nancy J. Hoebelheinrich", "submitter_email": "nhoebel@kmotifs.com", "authors": [ { "givenName": "Matthew", "familyName": "Mayernik", "name_identifier": "", "name_identifier_type": "" } ], "author_names": [ "Matthew Mayernik" ], "author_org": { "name": "", "name_identifier": "", "name_identifier_type": "" }, "contact": { "name": "Matthew Mayernik", "org": "National Center for Atmospheric Research (NCAR)", "email": "" }, "abstract_data": "This training module is part of the Federation of Earth Science Information Partners (or ESIP Federation's) Data Management for Scientists Short Course. The subject of this module is \"Providing Access to Data\". The module was authored by Matthew Mayernik from the National Center for Atmospheric Research. Besides the ESIP Federation, sponsors of this Data Management for Scientists Short Course are the Data Conservancy and the United States National Oceanic and Atmospheric Administration (NOAA).
\n
\nIn this module, we will talk about how you can provide access to your data. Arguing that data should be openly available and why that is important, we\u0092ll discuss funding agency requirements for making data available and accessible with a focus upon United States Government agencies. We\u0092ll ask the question, who has responsibility for providing access to your data? Despite the diagram\u0092s indication on this slide, it is individuals who need to take responsibility for providing access to their own data in various ways. To help you follow through on that responsibility, we\u0092ll talk generally about the challenges involved in making data accessible. This module is available in both presentation slide and video formats.", "abstract_format": "filtered_html", "subject": "Physical Sciences and Mathematics: Earth Sciences", "keywords": [ "Data access methods", "Data publication", "Data sharing", "Federal agency data management requirements (U.S.)", "Metadata registries" ], "license": "Creative Commons Attribution 3.0 United States - CC BY 3.0 US", "usage_info": "", "citation": "Mayernik, M. 2012. \u0093Local Data Management: Providing Access to Your Data.\u0094 In Data Management for Scientists Short Course, edited by Ruth Duerr and Nancy J. Hoebelheinrich, Federation of Earth Science Information Partners: ESIP Commons. doi:10.7269/P39884XD", "locator_data": "doi:10.7269/P39884XD", "locator_type": "DOI", "publisher": "Federation of Earth Science Information Partners (ESIP Federation)", "version": "", "created": "2016-11-26T13:08:23", "published": "2012-10-01T00:00:00Z", "accessibility_features": [], "accessibility_summary": "", "language_primary": "en", "languages_secondary": [], "ed_frameworks": [ { "name": "ESIP Data Management for Scientists Short Course", "nodes": [ { "description": "", "name": "Local Data Management" } ], "type": "framework" } ], "target_audience": [ "Research scientist" ], "purpose": "Professional Development - increasing knowledge and capabilities related to managing the data produced, used or re-used, curated and/or archived.", "completion_time": "Up to 1 hour", "media_type": "Presentation - representation of the particular way in which an author shows, describes or explains one or more concepts, e.g., a set of Powerpoint slides.", "lr_type": "Lesson - detailed description of an element of instruction in a course, [could be] contained in a unit of one or more lessons, and used by a teacher to guide class instruction. Example: presentation slides on a topic.", "creator": "Nhoebelheinrich", "md_record_id": "", "ratings": [], "rating": 0.0, "id": "b6442376-2452-373d-86d9-61b778a38b75", "contributors": [ { "familyName": "Duerr", "givenName": "Ruth E.", "type": "Writing \u0096 review & editing" }, { "familyName": "Hoebelheinrich", "givenName": "Nancy J.", "type": "Writing \u0096 review & editing" }, { "familyName": "Hoebelheinrich", "givenName": "Nancy J.", "type": "Voiceover video performer" } ], "contributor_orgs": [ { "name": "ICSU - World Data System (WDS)", "name_identifier": "N.A.", "name_identifier_type": "N.A.", "type": "Endorser" } ], "score": 2.0401661, "accesibility_summary": [], "country_of_origin": null, "credential_status": null, "notes": [] }, { "title": "Providing Access to Your Data: Determining Your Audience", "status": 1, "pub_status": "published", "modification_date": "2022-06-21T10:57:02Z", "resource_modification_date": "1900-01-01T00:00:00Z", "url": "https://commons.esipfed.org/node/1452", "access_cost": 0, "submitter_name": "", "submitter_email": "", "authors": [ { "givenName": "Robert R.", "familyName": "Downs", "name_identifier": "", "name_identifier_type": "" } ], "author_names": [ "Robert R. Downs" ], "author_org": { "name": "", "name_identifier": "", "name_identifier_type": "" }, "contact": { "name": "Robert R. Downs", "org": "Center for International Earth Science Information Network (CIESIN), Columbia University", "email": "" }, "abstract_data": "This training module is part of the Federation of Earth Science Information Partners (or ESIP Federation's) Data Management for Scientists Short Course.\u00a0 The subject of this module is \"Determining Your Audience\".\u00a0 The module was authored by Robert R. Downs from the NASA Socioeconomic Data and Applications Center which is operated by CIESIN \u0096 the Center for International Earth Science Information Network at Columbia University.\u00a0 Besides the ESIP Federation, sponsors of this Data Management for Scientists Short Course are the Data Conservancy and the United States National Oceanic and Atmospheric Administration (NOAA). \u00a0This module is available in both presentation slide and video formats.
\n
\nWhen you think about providing access to your data, it\u0092s important to think about the audiences that could use the data itself, but also to those who could use the data products and services generated from them.\u00a0 The users of the data could be those currently interested in your data as well as future users of the data. Keep in mind that there could be several audiences for your data as they move through the entire life cycle. The audiences might reflect various user demographics or various purposes for using the data, and can certainly change over time.
\n
\nDetermining the audiences that use your data can help you identify their needs, and inform the development of your data to meet those needs. Development of the data might include the creation of data products and services that you provide to assist users in using your data.\u00a0 Knowledge of the audiences for your data will help you identify the various products and services that you might offer to current or new user communities, and also help verify that the needs of your users are being met.
\n
\nEfforts to determine the audiences for your data should continue throughout the entire data life cycle so that you can improve the user experience. Awareness of the initial users of your data can inform the data development process, as well as your plans for disseminating the data and for providing stewardship to manage the data over time. Observations about later users of your data can inform potential improvements for your data, so you can better serve both your current and your future users. \u00a0This module is available in both presentation slide and video formats.", "abstract_format": "filtered_html", "subject": "Physical Sciences and Mathematics: Earth Sciences", "keywords": [ "Data user community", "Data access methods", "Data lifecycle", "Data management" ], "license": "Creative Commons Attribution 3.0 United States - CC BY 3.0 US", "usage_info": "", "citation": "Downs, R.R. 2012. \u0093Local Data Management - Providing Access to Your Data: Determining Your Audience.\u0094 In Data Management for Scientists Short Course, edited by Ruth Duerr and Nancy J. Hoebelheinrich, Federation of Earth Science Information Partners: ESIP Commons. doi:10.7269/P3WW7FKR", "locator_data": "doi:10.7269/P3WW7FKR", "locator_type": "DOI", "publisher": "Federation of Earth Science Information Partners (ESIP Federation)", "version": "", "created": "2016-11-26T13:12:58", "published": "2012-12-01T00:00:00Z", "accessibility_features": [], "accessibility_summary": "", "language_primary": "en", "languages_secondary": [], "ed_frameworks": [ { "name": "ESIP Data Management for Scientists Short Course", "nodes": [ { "description": "", "name": "Local Data Management" } ], "type": "framework" } ], "target_audience": [ "Research scientist" ], "purpose": "Professional Development - increasing knowledge and capabilities related to managing the data produced, used or re-used, curated and/or archived.", "completion_time": "Up to 1 hour", "media_type": "Presentation - representation of the particular way in which an author shows, describes or explains one or more concepts, e.g., a set of Powerpoint slides.", "lr_type": "Lesson - detailed description of an element of instruction in a course, [could be] contained in a unit of one or more lessons, and used by a teacher to guide class instruction. Example: presentation slides on a topic.", "creator": "Nhoebelheinrich", "md_record_id": "", "ratings": [], "rating": 0.0, "id": "8ef3921b-64b2-3897-b57c-dca77570c791", "contributors": [ { "familyName": "Duerr", "givenName": "Ruth E.", "type": "Writing \u0096 review & editing" }, { "familyName": "Hoebelheinrich", "givenName": "Nancy J.", "type": "Writing \u0096 review & editing" }, { "familyName": "Hoebelheinrich", "givenName": "Nancy J.", "type": "Voiceover video performer" } ], "contributor_orgs": [], "score": 2.0401661, "accesibility_summary": [], "country_of_origin": null, "credential_status": null, "notes": [] }, { "title": "Creating Documentation and Metadata: Introduction to Metadata and Metadata Standards", "status": 1, "pub_status": "published", "modification_date": "2022-06-21T10:57:01Z", "resource_modification_date": "1900-01-01T00:00:00Z", "url": "https://commons.esipfed.org/node/1422", "access_cost": 0, "submitter_name": "", "submitter_email": "", "authors": [ { "givenName": "Lynn", "familyName": "Yarmey", "name_identifier": "", "name_identifier_type": "" } ], "author_names": [ "Lynn Yarmey" ], "author_org": { "name": "", "name_identifier": "", "name_identifier_type": "" }, "contact": { "name": "Lynn Yarmey", "org": "Research Data Alliance - United States (RDA/US)", "email": "" }, "abstract_data": "This training module is part of the Federation of Earth Science Information Partners (or ESIP Federation's) Data Management for Scientists Short Course.\u00a0 The subject of this module is \"Introduction to Metadata and Metadata Standards\".\u00a0 The module was authored by Lynn Yarmey from the National Snow and Ice Data Center.\u00a0 Besides the ESIP Federation, sponsors of this Data Management for Scientists Short Course are the Data Conservancy and the United States National Oceanic and Atmospheric Administration (NOAA).
\n
\nIn this module, we will be talking about metadata. To give you an overview of what this module will cover, we will be discussing terminology related to metadata, look at examples of metadata, bring metadata standards into the conversation and offer some suggestions on how to start implementing some of what we talk about in your lab. We will also give you a few pointers for more information. \u00a0This module is available in both presentation slide and video formats.", "abstract_format": "filtered_html", "subject": "Physical Sciences and Mathematics: Earth Sciences", "keywords": [ "Metadata standards", "Metadata", "Data management" ], "license": "Creative Commons Attribution 3.0 United States - CC BY 3.0 US", "usage_info": "", "citation": "Yarmey, L. 2013. \u0093Local Data Management \u0096 Creating Documentation and Metadata: Introduction to Metadata and Metadata Standards.\u0094 In Data Management for Scientists Short Course, edited by Ruth Duerr and Nancy J. Hoebelheinrich, Federation of Earth Science Information Partners: ESIP Commons. doi:10.7269/P37D2S2J", "locator_data": "doi:10.7269/P37D2S2J", "locator_type": "DOI", "publisher": "Federation of Earth Science Information Partners (ESIP Federation)", "version": "", "created": "2016-11-25T17:24:34", "published": "2013-02-01T00:00:00Z", "accessibility_features": [], "accessibility_summary": "", "language_primary": "en", "languages_secondary": [], "ed_frameworks": [ { "name": "ESIP Data Management for Scientists Short Course", "nodes": [ { "description": "", "name": "Local Data Management" } ], "type": "framework" } ], "target_audience": [ "Research scientist" ], "purpose": "Professional Development - increasing knowledge and capabilities related to managing the data produced, used or re-used, curated and/or archived.", "completion_time": "Up to 1 hour", "media_type": "Presentation - representation of the particular way in which an author shows, describes or explains one or more concepts, e.g., a set of Powerpoint slides.", "lr_type": "Lesson - detailed description of an element of instruction in a course, [could be] contained in a unit of one or more lessons, and used by a teacher to guide class instruction. Example: presentation slides on a topic.", "creator": "Nhoebelheinrich", "md_record_id": "", "ratings": [], "rating": 0.0, "id": "06353b7a-bc80-3243-abe0-28a54d61c108", "contributors": [ { "familyName": "Duerr", "givenName": "Ruth E.", "type": "Writing \u0096 review & editing" }, { "familyName": "Hoebelheinrich", "givenName": "Nancy J.", "type": "Writing \u0096 review & editing" }, { "familyName": "Hoebelheinrich", "givenName": "Nancy J.", "type": "Voiceover video performer" } ], "contributor_orgs": [], "score": 2.0401661, "accesibility_summary": [], "country_of_origin": null, "credential_status": null, "notes": [] }, { "title": "Creating Documentation and Metadata: Metadata for Discovery", "status": 1, "pub_status": "published", "modification_date": "2022-06-21T10:57:01Z", "resource_modification_date": "1900-01-01T00:00:00Z", "url": "https://commons.esipfed.org/node/700", "access_cost": 0, "submitter_name": "", "submitter_email": "", "authors": [ { "givenName": "Tyler", "familyName": "Stevens", "name_identifier": "", "name_identifier_type": "" }, { "givenName": "Lola", "familyName": "Olsen", "name_identifier": "", "name_identifier_type": "" } ], "author_names": [ "Tyler Stevens", "Lola Olsen" ], "author_org": { "name": "", "name_identifier": "", "name_identifier_type": "" }, "contact": { "name": "Tyler Stevens", "org": "Wyle Information Systems (NASA Contractor)", "email": "" }, "abstract_data": "This training module is part of the Federation of Earth Science Information Partners (or ESIP Federation's) Data Management for Scientists Short Course. The subject of this module is \"Metadata for Discovery.\"\u00a0 This module was authored by Lola Olsen from the National Aeronautics & Space Administration, NASA, and Tyler Stevens, NASA Contractor for Wyle Information Systems at the Global Change Master Directory, and the Goddard Space Flight Center.\u00a0 Besides the ESIP Federation, sponsors of this Data Management for Scientists Short Course are the Data Conservancy and the United States National Oceanic and Atmospheric Administration (NOAA).
\n
\nIn this module, we will provide an introduction to discovery level metadata, talk about key categories of this metadata, and show several examples. \u00a0This module is available in both presentation slide and video formats.", "abstract_format": "filtered_html", "subject": "Physical Sciences and Mathematics: Earth Sciences", "keywords": [ "Data portals", "Discovery metadata", "Metadata registries", "Data management" ], "license": "Creative Commons Attribution 3.0 United States - CC BY 3.0 US", "usage_info": "", "citation": "Olsen, L. and T. Stevens, 2012. \u0093Local Data Management \u0096 Creating Documentation and Metadata: Metadata for Discovery.\u0094 In Data Management for Scientists Short Course, edited by Ruth Duerr and Nancy J. Hoebelheinrich, Federation of Earth Science Information Partners: ESIP Commons. doi:10.7269/P3JS9NC5", "locator_data": "doi:10.7269/P3JS9NC5", "locator_type": "DOI", "publisher": "Federation of Earth Science Information Partners (ESIP Federation)", "version": "", "created": "2016-11-25T17:33:46", "published": "2012-10-01T00:00:00Z", "accessibility_features": [], "accessibility_summary": "", "language_primary": "en", "languages_secondary": [], "ed_frameworks": [ { "name": "ESIP Data Management for Scientists Short Course", "nodes": [ { "description": "", "name": "Local Data Management" } ], "type": "framework" } ], "target_audience": [ "Research scientist" ], "purpose": "Professional Development - increasing knowledge and capabilities related to managing the data produced, used or re-used, curated and/or archived.", "completion_time": "Up to 1 hour", "media_type": "Presentation - representation of the particular way in which an author shows, describes or explains one or more concepts, e.g., a set of Powerpoint slides.", "lr_type": "Lesson - detailed description of an element of instruction in a course, [could be] contained in a unit of one or more lessons, and used by a teacher to guide class instruction. Example: presentation slides on a topic.", "creator": "Nhoebelheinrich", "md_record_id": "", "ratings": [], "rating": 0.0, "id": "b911a01e-ade8-3ae7-8e7e-bf568c67ce54", "contributors": [ { "familyName": "Duerr", "givenName": "Ruth E.", "type": "Writing \u0096 review & editing" }, { "familyName": "Hoebelheinrich", "givenName": "Nancy J.", "type": "Writing \u0096 review & editing" }, { "familyName": "Hoebelheinrich", "givenName": "Nancy J.", "type": "Voiceover video performer" } ], "contributor_orgs": [], "score": 2.0401661, "accesibility_summary": [], "country_of_origin": null, "credential_status": null, "notes": [] } ] }