Global Change Master Directory (GCMD) Keywords are a hierarchical set of controlled Earth Science vocabularies that help ensure Earth science data, services, and variables are described in a consistent and comprehensive manner and allow for the precise searching of metadata and subsequent retrieval of data, services, and variables. Initiated over twenty years ago, GCMD Keywords are periodically analyzed for relevancy and will continue to be refined and expanded in response to user needs. The categories of GCMD Keywords are as follows:
- Earth Science
- Earth Science Services
- Data Centers/Service Providers
- Horizontal Data Resolution
- Vertical Data Resolution
- Temporal Data Resolution
- URL Content Types
- Granule Data Formats
- Measurement Names
- Chronostratigraphic Units
The information provided on this page defines how GCMD Keywords are structured, used and accessed. It also provides information on how users can participate in the further development of the keywords.
GCMD Keyword Forum
The GCMD Keyword Forum, now part of the Earthdata Forum, provides keyword users and metadata providers with an area for discussion of topics related to GCMD Keywords. Participants are invited to use this forum to ask questions, submit keyword requests, discuss trade-offs, and track the status of keyword requests.
More Information About the Keywords
- GCMD Keyword Structure
GCMD Keywords are organized using a multi-level hierarchical structure. This hierarchical structure provides a framework by which concepts can be classified and related. The Earth Science and Science Services keyword sets use the following hierarchical structure:
Category > Topic > Term > Variable > Detailed Variable
Categories and Topics represent disciplines and high level concepts. Terms and Variables define subject areas and parameters. Detailed Variables are uncontrolled values that can be added by users to more specifically describe data.
All other keyword sets use hierarchies designed for a specific concept. For example, "Instruments" uses Short Name > Long Name. Short name and long name define the name of the instrument used to acquire the data.
Earth Science Keywords Structure
The Earth Science Keywords have a six-level keyword structure with the option for a seventh uncontrolled field. Category and Topic levels define how the keywords are organized and the associated Earth science discipline within the hierarchy. The Term and Variables levels define the subject area, measured variables/parameters, and the hierarchical-type relationship for the subject area.
Keyword Level Example Category Earth Science Topic Atmosphere Term Weather Events Variable Level 1 Subtropical Cyclones Variable Level 2 Subtropical Depression Variable Level 3 Subtropical Depression Track Detailed Variable (Uncontrolled Keyword)
Earth Science Services Keywords Structure
The Earth Science Services Keywords have a four-level keyword structure with the option for a fifth uncontrolled field. Category and Topic levels define how the controlled keywords are organized and the associated Earth Science Services discipline associated with the keyword in the hierarchy. The Term and Variable levels define the subject area, the type of software/service being described, and the hierarchical-type relationship for the subject area.
Keyword Level Example Service Category Earth Science Services Service Topic Data Analysis and Visualization Service Term Geographic Information Systems Service Variable Web-Based Geographic Information Systems Detailed Variable (Uncontrolled Keyword)
Data Center/Service Provider Keywords Structure
The Data Center/Service Provider Keywords have a four-level keyword structure and a short name/long name that define the data center, service provider, organization, or institution responsible for distributing the data or developing the service.
Keyword Level Example Level 0 Government Agencies-U.S. Federal Agencies Level 1 NASA Level 2 - Level 3 - Short Name LP DAAC Long Name Land Processes Distributed Active Archive Center
Project Keyword Structure
The Project Keywords have a short name/long name that define the name of the scientific program, field campaign, or project from which the data were collected.
Keyword Level Example Short Name ESIP Long Name Earth Science Information Partners
Instrument/Sensor Keyword Structure
The Instrument/Sensor Keywords have a four-level keyword structure and a short name/long name that define the name of the instrument used to acquire the data.
Keyword Level Example Category Earth Remote Sensing Instruments Class Passive Remote Sensing Type Spectrometers/Radiometers Sub Type Imaging Spectrometers/Radiometers Short Name MODIS Long Name Moderate-Resolution Imaging Spectroradiometer
Platform/Source Keyword Structure
The Platform/Source Keywords have a three-level keyword structure a short name/long name that define the name of the platform used to acquire the data.
Keyword Level Example Basis Space-based Platforms Category Earth Observation Satellites Sub Category - Short Name Aqua Long Name Earth Observing System, Aqua
Location Keyword Structure
The Location Keywords have a five-level keyword structure with the option for a sixth uncontrolled field and define the name of a place on Earth, a location within Earth, a vertical location, or a location outside of the Earth.
Keyword Level Example Location Category Continent Location Type North America Location Subregion 1 United States of America Location Subregion 2 Maryland Location Subregion 3 Baltimore Detailed Location (Uncontrolled Keyword)
Horizontal Data Resolution Keyword Structure
The Horizontal Data Resolution Keywords have a range structure and define the horizontal resolution of the data.
Keyword Level Example Resolution Range 1 km - < 10 km
Vertical Data Resolution Keyword Structure
The Vertical Data Resolution Keywords have a range structure and define the vertical resolution of the data.
Keyword Level Example Resolution Range 1 km - < 10 km
Temporal Data Resolution Keyword Structure
The Temporal Data Resolution Keywords have a range structure and define the vertical resolution of the data.
Keyword Level Example Resolution Range 1 minute - < 1 hour
URL Content Type Keyword Structure
The URL Content Type Keywords have a content type and type/subtype structure and define the type of URL being referenced.
Keyword Level Example URL Content Type Distribution URL Type Get Data Sub-Type Earthdata Search
Granule Data Formats Keyword Structure
The Granule Data Formats Keywords have a one-level keyword structure and represent the format of the data that is distributed by the data center.
Keyword Level Example Granule_Data_Format GRIB
Measurement Names Keyword Structure
The Measurement Names Keywords have a three-level keyword structure and define an observable property, usually geophysical, geo-biophysical, physical, or chemical.
Keyword Level Example Context_Medium atmosphere Object air Quantity pressure_anomaly
Chronostratigraphic Units Types Keyword Structure
The Chronostratigraphic Keywords have a five-level keyword structure and define the geologic time of the data.
Keyword Level Example Eon Phanerozoic Era Cenozoic Period Neogene Epoch Miocene Stage Tortonian
- Community Use of GCMD Keywords
NASA’s Earth Observing System Data and Information System (EOSDIS) as well as numerous other U.S. and international agencies, research universities, and scientific institutions use GCMD Keywords as an authoritative vocabulary, taxonomy, or thesaurus to describe Earth science data, services, and visualizations. Many of these organizations also use GCMD Keywords to create ontologies for the Semantic Web, and to search and access Earth science data within online metadata catalogues. A representative list of organizations using GCMD Keywords is shown below.
- Atmospheric Radiation Measurement Data Center
- Australian Institute of Management (AIM)
- Australian Research Data Commons
- Biological and Chemical Oceanography Data Office (BCO-DMO)
- Bureau of Land Management (BLM)
- British Oceanographic Data Centre (BODC)
- Canada's Spatial Data Infrastructure
- Committee on Earth Observation Satellites (CEOS)
- Commonwealth Scientific and Industrial Research Organisation (CSIRO) Marine and Atmospheric Research, Australia
- Earth observation in Europe - EuroGEO (EuroGEO)
- Earth Science Information Partners (ESIP)
- French Polar Institute/Institut Polaire Français Paul-Emile Victor (IPEV)
- GFZ German Research Centre for Geosciences
- Global Change Information System (GCIS)
- Global Observing Systems Information Center (GOSIC)
- Global Ocean Ecosystems Dynamics Project (GLOBEC)
- Gulf of Maine Council (GOMC)
- Japan Aerospace Exploration Agency (JAXA)
- Marine Explorer
- Marine Scotland Science (MSS)
- Maryland Department of Natural Resources (MD DNR)
- Metadata Management Tool (MMT)
- Monterey Bay Aquarium Research Institute (MBARI)
- Nansen Environmental and Remote Sensing Center (NERSC)
- National Institute of Geophysics and Volcanology (INGV), Italy
- National Oceanic and Atmospheric Administration (NOAA)
- National Snow and Ice Data Center (NSIDC)
- Navy Meteorology and Oceanography (METOC), Australia
- NASA EOSDIS Data Centers (DAACs)
- NASA Jet Propulsion Laboratory (JPL)
- National Institute of Polar Research (NIPR)
- NCAR UCAR Research Data Archive
- Netherlands Polar Data Center
- Norwegian Polar Institute (Norsk Polarinstitutt)
- Norwegian Polar Data Centre
- Oak Ridge National Laboratory (ORNL)
- Rensselaer Polytechnic Institute (RPI)
- Ronin Institute
- Standing Committee on Antarctic Research (SCAR)
- Swedish Meteorological and Hydrological Institute (SMHI)
- Terrestrial Ecosystem Research Network (TERN), Australia
- University of Manitoba
- University of Tasmania, Australia
- University of Tennessee, Knoxville
- U.S. Antarctic Program Data Center (USAP-DC)
- U.S. Geological Survey (USGS)
- Woods Hole Oceanographic Institute (WHOI)
- World Data Center for Soils (WDC-Soils)
- GCMD Keyword Governance and Community Guide Document
The GCMD Keyword Governance and Community Guide Document, Version 1.0, is intended to provide the community with a comprehensive resource that describes the governance structures and process for reviewing proposed changes to GCMD Keywords. The document includes an overview of the structure of the keywords, requirements and recommendations to consider when requesting keyword changes, and instructions for submitting change requests. The process described in this document will be the basis of all future GCMD Keyword reviews. The community is invited to provide feedback.
The GCMD Keywords should be cited as:
Global Change Master Directory (GCMD). 2023. GCMD Keywords, Version 16.5, Greenbelt, MD: Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA). URL (GCMD Keyword Forum Page): https://forum.earthdata.nasa.gov/app.php/tag/GCMD+Keywords
Contact GCMD User Support for questions, comments, or technical issues regarding GCMD Keywords.
Subscribe to the GCMD/IDN Interoperability Email List to receive keyword release announcements.