{
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    "@type": "Dataset",
    "@id": "https://portal.medin.org.uk/?details&tpc=015_f89995d6-bd2c-4c70-b019-4932b036a431",
    "identifier": "f89995d6-bd2c-4c70-b019-4932b036a431",
    "url": "https://portal.medin.org.uk/?details&tpc=015_f89995d6-bd2c-4c70-b019-4932b036a431",
    "name": "2011, Natural Power, Zone 1 - Moray Firth, Cetacean Density Estimates and Habitat Association Modelling",
    "description": "To assess habitat association of cetaceans in the Moray Firth, survey and habitat data were summarised across a 4 x 4 km grid.\r\nBased upon earlier analyses of data from within the SAC (Bailey & Thompson, 2009), four habitat variables were assessed: depth, sediment type, slope and distance to the coast (Figure 5.6a to d). For depth, slope and distance to the coast, a mean value for every 4 x 4 km grid cell was calculated using BGS data available through SeaZone. Survey effort and sightings data were also split into the same 4 x 4 km grid cells. Where multiple surveys covered the same cells, the data were treated separately, leading to some cells being included in the analysis up to four times. Cells were not included if they contained less than 1 km of effort. In total 429 cell observations were included in the model, from 241 unique cells (Figure 5.7). Each observation was coded to reflect the data collection method; either aerial or boat based, to allow models to account for the potential difference in sighting rate between these methods. The modelling was carried out for three species:- Harbour Porpoise, Bottlenose Dolphin and Harbour Seal.",
    "includedInDataCatalog": {
        "@id": "https://portal.medin.org.uk/portal/json-ld/catalog.jsonld"
    },
    "conditionsOfAccess": [
        "access: There will be no limitations when published on the Marine Data Exchange",
        "use: Data Must be used in accordance to the Marine Data Exchange's Terms of Use: https://www.marinedataexchange.co.uk/content/info/terms-of-use"
    ],
    "temporalCoverage": "2011-01-01/2011-12-31",
    "keywords": [
        {
            "@type": "DefinedTerm",
            "identifier": "http://vocab.nerc.ac.uk/collection/P02/current/FOCA/",
            "inDefinedTermSet": "http://vocab.nerc.ac.uk/collection/P02/current/",
            "termCode": "FOCA",
            "name": "Seal abundance"
        },
        {
            "@type": "DefinedTerm",
            "identifier": "http://vocab.nerc.ac.uk/collection/P02/current/CETA/",
            "inDefinedTermSet": "http://vocab.nerc.ac.uk/collection/P02/current/",
            "termCode": "CETA",
            "name": "Cetacean abundance"
        },
        {
            "@type": "DefinedTerm",
            "identifier": "http://vocab.nerc.ac.uk/collection/M04/current/M0402/",
            "inDefinedTermSet": "http://vocab.nerc.ac.uk/collection/M04/current/",
            "termCode": "M0402",
            "name": "Consenting"
        },
        {
            "@type": "DefinedTerm",
            "identifier": "http://vocab.nerc.ac.uk/collection/M03/current/M0318/",
            "inDefinedTermSet": "http://vocab.nerc.ac.uk/collection/M03/current/",
            "termCode": "M0318",
            "name": "Zone search area"
        },
        {
            "@type": "DefinedTerm",
            "identifier": "http://vocab.nerc.ac.uk/collection/P22/current/32/",
            "inDefinedTermSet": "http://vocab.nerc.ac.uk/collection/P22/current/",
            "termCode": "32",
            "name": "Species distribution"
        }
    ],
    "spatialCoverage": {
        "@type": "Place",
        "geo": {
            "@type": "GeoShape",
            "box": "57.378867 -4.6141938 58.7322489 -1.5395845"
        },
        "additionalProperty": [
            {
                "@type": "PropertyValue",
                "propertyID": "https://apps.epsg.org/api/v1/GeodeticCoordRefSystem/4326",
                "value": "WGS 84"
            }
        ]
    },
    "author": [
        {
            "@type": "Organization",
            "name": "EDP Renewables",
            "description": "owner",
            "email": "Rebeccca.Hughes@edpr.com",
            "telephone": "0131 556 7602",
            "address": {
                "@type": "PostalAddress"
            }
        }
    ],
    "maintainer": [
        {
            "@type": "Organization",
            "name": "Crown Estate Scotland",
            "description": "custodian",
            "email": "enquiries@crownestatescotland.com",
            "telephone": "+44 (0)131 260 6070",
            "address": {
                "@type": "PostalAddress"
            }
        }
    ],
    "producer": [
        {
            "@type": "Organization",
            "name": "Natural Power Consultants",
            "description": "originator",
            "email": "sayhello@naturalpower.com",
            "address": {
                "@type": "PostalAddress"
            }
        }
    ],
    "publisher": [
        {
            "@type": "Organization",
            "name": "EDP Renewables",
            "description": "pointOfContact",
            "email": "rebecca.hughes@edpr.com",
            "telephone": "0131 556 7602",
            "address": {
                "@type": "PostalAddress"
            }
        }
    ],
    "provider": [
        {
            "@type": "Organization",
            "name": "Crown Estate Scotland",
            "description": "distributor",
            "email": "enquiries@crownestatescotland.com",
            "telephone": "+44 (0)131 260 6070",
            "address": {
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            }
        }
    ],
    "creator": [
        {
            "@type": "Organization",
            "name": "EDP Renewables",
            "description": "owner",
            "email": "Rebeccca.Hughes@edpr.com",
            "telephone": "0131 556 7602",
            "address": {
                "@type": "PostalAddress"
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        "@type": "Organization",
        "url": "https://portal.medin.org.uk/portal/",
        "name": "Marine Environmental Data and Information Network (MEDIN)",
        "description": "The MEDIN portal contains information about 19784 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 2026-10-02. Record deletion takes place weekly and the latest occurred 2026-09-27."
    }
}