{
    "@context": "https://schema.org",
    "@type": "Dataset",
    "@id": "http://portal.medin.org.uk/portal/json-ld/NRW_DS101977.jsonld",
    "identifier": "NRW_DS101977",
    "url": "http://portal.medin.org.uk/portal/?details&tpc=NRW_DS101977",
    "name": "HABMAP Predictive Habitat Maps of the Irish Sea",
    "description": "The HABMAP project was set up in response to the need for better spatial awareness of habitat distributions in the Southern Irish Sea. This work produced habitat maps of the seabed using novel predictive modelling techniques. Two main components of the project were the mapping of seabed habitats using data collation and predictive modelling, and the collection of new survey data. This was used to increase the knowledge of Irish Sea habitats and validate the maps produced by predictive modelling. There have be subsequent project developed from this HABMAP project, which includes the re-modelling and larger project area is being covered to include all Welsh waters. The purpose of this data capture is to provide seabed habitat maps that could be used for conservation and management. Project outputs might be used in strategic planning, decision making for offshore developments, sensitivity mapping and mapping essential fish habitats. Confidence of predicted biotope maps was assessed and rated as explained on individual maps produced. The area covered in this project related to the southern Irish Sea.",
    "includedInDataCatalog": {
        "@id": "http://portal.medin.org.uk/portal/json-ld/catalog.jsonld"
    },
    "conditionsOfAccess": [
        "access: There are no access restrictions on this data. NRW may release, publish or disseminate it freely.",
        "access: no limitations",
        "use: \u00a9 CNC/NRW and various third party recorders, 2010. Recipients may re-use, reproduce, disseminate this data free of charge in any format or medium, provided they do so accurately, acknowledging both the source and the copyright of NRW/third party recorders and do not use it in a misleading context. It is the recipient's responsibility to ensure the data is fit for the intended purpose, that dissemination or publishing does not result in duplication and that it is fairly interpreted. Advice on interpretation should be sought where required. To avoid re-using old data, users should periodically obtain the latest version from the original source.",
        "use: Contains Natural Resources Wales information \u00a9 Natural Resources Wales and Database Right. All rights Reserved"
    ],
    "temporalCoverage": "2004-08-01/2010-04-30",
    "keywords": [
        {
            "@type": "DefinedTerm",
            "identifier": "http://inspire.ec.europa.eu/theme/hb",
            "name": "Habitats and biotopes"
        },
        {
            "@type": "DefinedTerm",
            "identifier": "http://inspire.ec.europa.eu/theme/sd",
            "name": "Species distribution"
        },
        {
            "@type": "DefinedTerm",
            "name": "Irish Sea"
        },
        {
            "@type": "DefinedTerm",
            "name": "marine and freshwater inventory"
        },
        {
            "@type": "DefinedTerm",
            "name": "habitat mapping"
        },
        {
            "@type": "DefinedTerm",
            "name": "geographical information systems (GIS)"
        },
        {
            "@type": "DefinedTerm",
            "name": "predictive habitat maps"
        },
        {
            "@type": "DefinedTerm",
            "name": "habitats (see also specific types of habitats)"
        },
        {
            "@type": "DefinedTerm",
            "name": "marine (maritime)"
        },
        {
            "@type": "DefinedTerm",
            "name": "HABMAP"
        },
        {
            "@type": "DefinedTerm",
            "name": "mapping (map drawing) (cartography)(see also digital mapping)"
        },
        {
            "@type": "DefinedTerm",
            "name": "environmental modelling"
        },
        {
            "@type": "DefinedTerm",
            "identifier": "http://vocab.nerc.ac.uk/collection/P02/current/HBEX/",
            "inDefinedTermSet": "http://vocab.nerc.ac.uk/collection/P02/current/",
            "termCode": "HBEX",
            "name": "Habitat extent"
        },
        {
            "@type": "DefinedTerm",
            "identifier": "http://vocab.nerc.ac.uk/collection/P02/current/HBCH/",
            "inDefinedTermSet": "http://vocab.nerc.ac.uk/collection/P02/current/",
            "termCode": "HBCH",
            "name": "Habitat characterisation"
        }
    ],
    "spatialCoverage": {
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        "geo": {
            "@type": "GeoShape",
            "box": "51.01748346 -7.23998818 54.22031239 -2.50978719"
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                "value": "urn:ogc:def:crs:EPSG:4326"
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    "author": [
        {
            "@type": "Organization",
            "name": "Cardiff University",
            "description": "owner",
            "email": "sparks,j@cardiff.ac.uk",
            "address": {
                "@type": "PostalAddress",
                "streetAddress": "Information Services, Science Resource Centre, Cardiff University, PO Box 430, Cardiff, CF10 3XT"
            }
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    "maintainer": [
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        "url": "https://portal.medin.org.uk/portal/",
        "name": "Marine Environmental Data and Information Network (MEDIN)",
        "description": "The MEDIN portal contains information about 19493 marine datasets from over 600 UK organisations. Metadata are an enduring resource and contact details are publicly available for a long time. \r\n\t\tPlease contact us (enquiries@medin.org.uk) if you find your contact details on the MEDIN portal and do not consent to this. \r\n\t\tYou can now use our GitHub repository to report issues or access related documents. Metadata records are updated daily and were last updated 2026-04-19. Record deletion takes place weekly and the latest occurred 2026-04-12."
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