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    "url": "http://portal.medin.org.uk/portal/?details&tpc=af97ca72-a35a-4d3c-b38f-c63095b08887",
    "name": "2014, DMP, Zone 3 - Dogger Bank, Statistical Analysis of Marine Mammal Data (Teesside A and B)",
    "description": "Statistical analyses of Hi-Def aerial survey marine mammal observation survey data for the Dogger Bank development zone between 2009 and 2012. The scope of work requested from DMP Statistical Solutions UK Limited was a package of outputs that reflect the spatial distribution of several species/groups through time. The scope of species and species-groups were agreed with Forewind prior to analysis. The requirements were:\r\n1. Annual relative abundance surfaces where possible for identified groups.\r\n2. Relative and absolute abundance surfaces, over all surveys, for:\r\na. Harbour porpoise.\r\nb. \u2018Potential harbour porpoise\u2019 grouping.\r\nc. Harbour porpoise & \u2018Potential harbour porpoise\u2019 grouping combined.\r\nd. White-beaked dolphin.\r\ne. Minke.\r\nf. Grey seal.\r\n\r\nThe statistical models give expected density surfaces (numbers per square km) and upper and lower confidence bounds, potentially over a range of times e.g. monthly, seasonally, yearly. The models are based on a type of Generalized Additive Model (GAM) using radial basis functions with spatially adaptive knots and radius parameter (Walker et. al. 2011, Scott-Hayward et. al. (TBD)). The predictions in these files are given in a form adjusted for the following availability figure (absolute abundances) and a form UN-adjusted for availability (relative abundances).",
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        "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"
    ],
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