3. Data Life Cycle

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3.3 Acquisition

The amount of environmental data collected worldwide using sensors and satellites during experimentation, observation, simulation and sampling activities is so enormous that it is often described as a "data deluge"1. It is therefore most important to make sure that data be thoroughly documented in order to facilitate their discovery and their use by search engines and data harvesting/data mining tools.

3.3.1 Controlled Vocabulary

One of the key elements to consider is the use of controlled vocabulary or recognized standard terminology. Adopting an approach that is closest to those internationally recognized is essential as it ensures that data will be identifiable, understood, discovered and accessed by users or by information systems. Consequently, using variable names and data dictionaries commonly used by the international community will prevent confusion. To support the needs of certain communities, servers are often setup by organizations willing to provide users with the appropriate terminology.

Below are a few examples of standard terminology resources:

GCMD - movie review essay example NASA's Global Change Master Directory (GCMD)2 is an environmental data reference. GCMD not only provides controlled vocabulary but also offers high quality resources for scientific data discovery, access and sharing.

ICES - ubc mfa creative writing optional residency International Council for the Exploration of the Sea (ICES) provides reference codes for oceanographic data, trawling survey and commercial data as well as codes for sampling platforms3.

BODC - business plan maker philippines British Oceanographic Data Center (BODC) of the Natural Environment Research Council (NERC)4 is a designated data center and offers standard terminology in a wide range of topics. It is part of the SeaDataNet network, a marine European data management infrastructure5.

ITIS - why i must do my homework Integrated Taxonomic Information System (ITIS)6 is an integrated information system providing official taxonomic information about plants, animals, fungus and microbes (species names, TSN codes and hierarchical classification).

WoRMS - ib extended essay order World Register of Marine Species (WoRMS)7 is a registry of official lists of marine organisms and species name synonyms. The Canadian version is the graduate creative writing programs canada Canadian Register of Marine Species (CaRMS)8.

CFMetadata - creative writing workshop place CF (Climate and Forecast) Metadata9 is a NASA and Earth Science Data Systems Working Group convention that fosters interoperability between data producers, users and services using clear and non ambiguous standards for the representation of geolocations, time and quantities.

MMI - community helper doctor essay Marine Metadata Interoperability (MMI)10 promotes the exchange, integration and use of marine data and fosters efficient publication, discovery, documentation and accessibility. It offers a semantic framework, vocabulary standards and metadata documentation tools.