64 datasets found
  1. Research into AI assurance methods

    • gov.uk
    • s3.amazonaws.com
    Updated Oct 10, 2022
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    Centre for Data Ethics and Innovation (2022). Research into AI assurance methods [Dataset]. https://www.gov.uk/government/publications/research-into-ai-assurance-methods
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    Dataset updated
    Oct 10, 2022
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    Centre for Data Ethics and Innovation
    Description

    Building on its Roadmap to an Effective AI Assurance Ecosystem, the CDEI’s AI Assurance Programme supports the government’s ambition to build the most trusted and pro-innovation AI governance system in the world. Over the last six months, the CDEI has been carrying out significant industry engagement in order to understand the key barriers and enablers to the adoption of AI Assurance tools and techniques.

    The CDEI is now carrying out a survey to understand current industry participation with AI assurance, with a particular focus on three key sectors - finance, automated vehicles, and recruitment. Key themes from the survey findings will be shared publicly, and the views shared with the CDEI will directly influence the next stage of our work, which aims to develop practical guidance to address the challenges identified, and encourage increased adoption of AI assurance across industry. This privacy notice explains who the CDEI are, the personal data the CDEI collects, how the CDEI uses it, who the CDEI shares it with, and what your legal rights are.

  2. UK natural capital roadmap: 2022

    • gov.uk
    Updated Jul 27, 2022
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    Office for National Statistics (2022). UK natural capital roadmap: 2022 [Dataset]. https://www.gov.uk/government/statistics/uk-natural-capital-roadmap-2022
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    Dataset updated
    Jul 27, 2022
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    Office for National Statistics
    Area covered
    United Kingdom
    Description

    Official statistics are produced impartially and free from political influence.

  3. 21st Century Exploration RoadMap (21CXRM) Palaeozoic Petroleum Systems...

    • data.wu.ac.at
    • metadata.bgs.ac.uk
    • +1more
    html
    Updated Aug 18, 2018
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    British Geological Survey (2018). 21st Century Exploration RoadMap (21CXRM) Palaeozoic Petroleum Systems Analysis Project: Mid North Sea High Products [Dataset]. https://data.wu.ac.at/odso/data_gov_uk/NjVkM2JjYzAtNTQ1Ni00NDUxLThjNmItZDJmODc5NzM0OTNh
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    htmlAvailable download formats
    Dataset updated
    Aug 18, 2018
    Dataset provided by
    British Geological Surveyhttps://www.bgs.ac.uk/
    Area covered
    e41a0cd3f41b71f25f7bf4f59fff16359ff6b89f
    Description

    Reports, images, GIS and gridded products describing the Palaeozoic geology and conventional petroleum in and around the Mid North Sea High (Quadrants 25-44). Covering a large area of the Central North Sea from the Forth Approaches to the northern side of the Southern North Sea, the focus is on Devonian and Carboniferous rocks. The peer-reviewed products were produced for the 21CXRM Palaeozoic Project by BGS for DECC/OGA, Oil and Gas UK and oil company sponsors between November 2014 and May 2016, to improve regional digital datasets and knowledge of the underexplored Palaeozoic petroleum systems, and to stimulate exploration. The petroleum systems analysis was based on new interpretations of extensive well, seismic, gravity-magnetic and source rock datasets, integrated with petrophysical studies, basin modelling and UK onshore knowledge. Released data were collated and interpreted, and interpretations of unreleased data were included with agreement of the data owners. Unreleased raw data is excluded, as is the UK Government Seismic data released in 2016. The datasets are applicable for use at scales between 1:750,000 to 1: 3,000,000.

  4. 21st Century Exploration RoadMap (21CXRM) Palaeozoic Petroleum Systems...

    • metadata.bgs.ac.uk
    • data-search.nerc.ac.uk
    • +3more
    html
    Updated May 31, 2016
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    British Geological Survey (2016). 21st Century Exploration RoadMap (21CXRM) Palaeozoic Petroleum Systems Analysis Project Products [Dataset]. https://metadata.bgs.ac.uk/geonetwork/srv/api/records/4b787e25-7347-6388-e054-002128a47908?language=all
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    htmlAvailable download formats
    Dataset updated
    May 31, 2016
    Dataset authored and provided by
    British Geological Surveyhttps://www.bgs.ac.uk/
    License

    http://inspire.ec.europa.eu/metadata-codelist/LimitationsOnPublicAccess/INSPIRE_Directive_Article13_1dhttp://inspire.ec.europa.eu/metadata-codelist/LimitationsOnPublicAccess/INSPIRE_Directive_Article13_1d

    MIT Licensehttps://opensource.org/licenses/MIT
    License information was derived automatically

    Time period covered
    1965 - May 31, 2016
    Area covered
    Description

    Reports, images, GIS and gridded products describing the Palaeozoic geology and conventional petroleum systems of parts of the UK offshore. Devonian and Carboniferous rocks are the focus in and around the Mid North Sea High, Central North Sea, the Moray Firth and Orcadian Basin. In the greater Irish Sea area, Carboniferous rocks are described. The peer-reviewed products were produced for the 21CXRM Palaeozoic Project by BGS for DECC/OGA, Oil and Gas UK and oil company sponsors between November 2014 and May 2016, to improve regional digital datasets and knowledge of the underexplored Palaeozoic petroleum systems, and to stimulate exploration. The petroleum systems analysis was based on new interpretations of extensive well, seismic, gravity-magnetic and source rock datasets, integrated with petrophysical studies, basin modelling and UK onshore knowledge. Released data were collated and interpreted, and interpretations of unreleased data were included with agreement of the data owners. Unreleased raw data is excluded, as is the UK Government Seismic data released in 2016. The datasets are applicable for use at scales between 1: 750,000 to 1: 3,000,000.

  5. 21st Century Exploration RoadMap (21CXRM) Palaeozoic Petroleum Systems...

    • metadata.bgs.ac.uk
    • data-search.nerc.ac.uk
    • +3more
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    Updated May 31, 2016
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    British Geological Survey (2016). 21st Century Exploration RoadMap (21CXRM) Palaeozoic Petroleum Systems Analysis Project: Overview Regional Structural, Palaeogeography and Poster Products [Dataset]. https://metadata.bgs.ac.uk/geonetwork/srv/api/records/4b783236-58fe-5a63-e054-002128a47908
    Explore at:
    htmlAvailable download formats
    Dataset updated
    May 31, 2016
    Dataset authored and provided by
    British Geological Surveyhttps://www.bgs.ac.uk/
    License

    MIT Licensehttps://opensource.org/licenses/MIT
    License information was derived automatically

    http://inspire.ec.europa.eu/metadata-codelist/LimitationsOnPublicAccess/INSPIRE_Directive_Article13_1dhttp://inspire.ec.europa.eu/metadata-codelist/LimitationsOnPublicAccess/INSPIRE_Directive_Article13_1d

    Time period covered
    1965 - May 31, 2016
    Area covered
    Description

    GIS versions of a regional structural summary and palaeogeographic reconstructions describing the Palaeozoic geology of parts of the UK offshore and onshore, plus a set of summary posters and a summary presentation capturing the conventional petroleum systems. Devonian and Carboniferous rocks are the focus in and around the Mid North Sea High, Central North Sea, the Moray Firth and Orcadian Basin. In the greater Irish Sea area, Carboniferous rocks are described. The peer-reviewed products were produced for the 21CXRM Palaeozoic Project by BGS for DECC/OGA, Oil and Gas UK and oil company sponsors between November 2014 and May 2016, to improve regional digital datasets and knowledge of the underexplored Palaeozoic petroleum systems, and to stimulate exploration. The petroleum systems analysis was based on new interpretations of extensive well, seismic, gravity-magnetic and source rock datasets, integrated with petrophysical studies, basin modelling and UK onshore knowledge. Released data were collated and interpreted, and interpretations of unreleased data were included with agreement of the data owners. Unreleased raw data is excluded, as is the UK Government Seismic data released in 2016. The GIS layers were digitised from figures prepared for project reports and are applicable for use at scales between 1:1,000,000 and 1:3,000,000.

  6. SAGE 94 minutes: Coronavirus (COVID-19) response, 22 July 2021

    • gov.uk
    • s3.amazonaws.com
    Updated Feb 4, 2022
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    Scientific Advisory Group for Emergencies (2022). SAGE 94 minutes: Coronavirus (COVID-19) response, 22 July 2021 [Dataset]. https://www.gov.uk/government/publications/sage-94-minutes-coronavirus-covid-19-response-22-july-2020
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    Dataset updated
    Feb 4, 2022
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    Scientific Advisory Group for Emergencies
    Description

    This is a record of the discussion of SAGE 94 on 22 July 2021. The paper is the assessment of the evidence at the time of writing. As new evidence or data emerges, SAGE updates its advice accordingly.

    These documents are released as pre-print publications that have provided the government with rapid evidence during an emergency. These documents have not been peer-reviewed and there is no restriction on authors submitting and publishing this evidence in peer-reviewed journals.

    Redactions within this document have been made to remove any names of junior officials (under SCS) or names of anyone for national security reasons. SAGE 94 includes redactions of 25 junior officials.

    These minutes were updated on 4 February 2022 to remove a redaction with respect to the Human Challenge Study mentioned in section 4. The redaction had been requested by the study leads as they were preparing to publish their results in an academic journal. A paper has now been submitted for publication and the pre-print can be found at https://www.researchsquare.com/article/rs-1121993/v1" class="govuk-link">ResearchSquare. The updated minutes contain no other changes with respect to the original version.

  7. a

    AIMS Spatial Flood Defences (inc. standardised attributes)

    • roadmap-to-climate-resilience-tep-thames.hub.arcgis.com
    • environment.data.gov.uk
    Updated Aug 23, 2024
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    Defra Group Open (2024). AIMS Spatial Flood Defences (inc. standardised attributes) [Dataset]. https://roadmap-to-climate-resilience-tep-thames.hub.arcgis.com/datasets/defra-open::aims-spatial-flood-defences-inc-standardised-attributes
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    Dataset updated
    Aug 23, 2024
    Dataset authored and provided by
    Defra Group Open
    License

    MIT Licensehttps://opensource.org/licenses/MIT
    License information was derived automatically

    Area covered
    Description

    This record is for Approval for Access product AfA345.

    The Environment Agency's (EA) Spatial Flood defences layer is the only comprehensive and up-to-date dataset in England that shows flood defences currently owned, managed or inspected by the EA.

    Flood defences can be structures, buildings or parts of buildings. Typically these are earth banks, stone and concrete walls, or sheet-piling that is used to prevent or control the extent of flooding.

    A defence is any asset that provides flood defence or coastal protection functions. This includes both man-made and natural defences. Natural defences may include man-made elements to make them more effective or protect them from erosion. Normally a number of assets will be used together to manage the risk in a particular area, working in combination within a risk management system.

    PLEASE NOTE: This data is updated daily. This is a large dataset and depending on the chosen download format, it may take 7-8 minutes to download the full national dataset.This is a full extract from the Asset Information Management System (AIMS) where the following apply: • EA has operational powers to maintain or operate (whether or not we exercise those powers) the flood defence asset; • There is a liability on Flood and Coastal Risk Management (FCRM) for the flood defence asset; • Assets are attached to a Flood Risk Management Systems (FRMS).

    This product replaces AfA006 and was changed as a result of our asset migration from NFCDD to AIMSClick Here to go straight to the DSP Metadata Page for this Dataset.

  8. s

    Water Sector Open Data Roadmap December 2023

    • streamwaterdata.co.uk
    • portal-streamwaterdata.hub.arcgis.com
    Updated Apr 23, 2024
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    elysia_stream (2024). Water Sector Open Data Roadmap December 2023 [Dataset]. https://www.streamwaterdata.co.uk/documents/9fdf32c387514252a960c345715795cd
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    Dataset updated
    Apr 23, 2024
    Dataset authored and provided by
    elysia_stream
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Explore the latest iteration of the Water Open Data Roadmap, a strategic blueprint designed to propel the water sector into a new era of transparency and collaboration. Developed collaboratively by industry leaders and stakeholders, this roadmap outlines key initiatives and milestones for advancing open data practices within the water sector. Discover actionable strategies aimed at fostering innovation, improving decision-making, and enhancing sustainability. Join us on this journey as we unlock the power of open data to address water challenges and create positive impact for communities and ecosystems.

  9. a

    Special Areas of Conservation (England)

    • hamhanding-dcdev.opendata.arcgis.com
    • data.catchmentbasedapproach.org
    • +4more
    Updated Jul 10, 2017
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    Defra group ArcGIS Online organisation (2017). Special Areas of Conservation (England) [Dataset]. https://hamhanding-dcdev.opendata.arcgis.com/datasets/Defra::special-areas-of-conservation-england
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    Dataset updated
    Jul 10, 2017
    Dataset authored and provided by
    Defra group ArcGIS Online organisation
    Area covered
    Description

    A Special Area of Conservation (SAC) is the land designated under Directive 92/43/EEC on the Conservation of Natural Habitats and of Wild Fauna and Flora. Data supplied has the status of "Candidate". The data does not include "Possible" Sites. Boundaries are mapped against Ordnance Survey MasterMap.Full metadata can be viewed on data.gov.uk.

  10. c

    Surveyed priority ponds (England)

    • data.catchmentbasedapproach.org
    • roadmap-to-climate-resilience-tep-thames.hub.arcgis.com
    • +1more
    Updated Apr 5, 2022
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    Defra group ArcGIS Online organisation (2022). Surveyed priority ponds (England) [Dataset]. https://data.catchmentbasedapproach.org/datasets/Defra::surveyed-priority-ponds-england/about
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    Dataset updated
    Apr 5, 2022
    Dataset authored and provided by
    Defra group ArcGIS Online organisation
    Area covered
    Description

    The data shows surveyed location and recorded characteristics of priority habitat ponds. The location and attributes of these priority habitat ponds does not currently exists for end users, ecologists, community groups and other stakeholders. The layer will be used to identify, conserve and enhance these features.Survey data provided by Freshwater Habitats Trust, duplicate and low GR data removed. Nearest town/village added using OS OpenPlaces. County added using NUTS2. Proximity and unique ref for OS pond calculated from OS MasterMap Topographic features, hydrology, static water.Full metadata can be viewed on data.gov.uk.

  11. 21st Century Exploration RoadMap (21CXRM) Palaeozoic Petroleum Systems...

    • data-search.nerc.ac.uk
    • metadata.bgs.ac.uk
    html
    Updated Mar 23, 2017
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    British Geological Survey (2017). 21st Century Exploration RoadMap (21CXRM) Palaeozoic Petroleum Systems Analysis Project: Orcadian Basin to Forth Approaches Products [Dataset]. https://data-search.nerc.ac.uk/geonetwork/srv/api/records/4b78023c-14f5-54be-e054-002128a47908
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    htmlAvailable download formats
    Dataset updated
    Mar 23, 2017
    Dataset authored and provided by
    British Geological Surveyhttps://www.bgs.ac.uk/
    License

    http://inspire.ec.europa.eu/metadata-codelist/LimitationsOnPublicAccess/INSPIRE_Directive_Article13_1dhttp://inspire.ec.europa.eu/metadata-codelist/LimitationsOnPublicAccess/INSPIRE_Directive_Article13_1d

    Time period covered
    1967 - May 31, 2016
    Area covered
    Description

    Reports, images, GIS and gridded products describing the Palaeozoic geology and conventional petroleum systems of parts of the UK offshore from the Orcadian Basin, Moray Firth to northern Forth Approaches (Quadrants 6-21). Devonian and Carboniferous rocks are the focus. The peer-reviewed products were produced for the 21CXRM Palaeozoic Project by BGS for DECC/OGA, Oil and Gas UK and oil company sponsors between November 2014 and May 2016, to improve regional digital datasets and knowledge of the underexplored Palaeozoic petroleum systems, and to stimulate exploration. The petroleum systems analysis was based on new interpretations of extensive well, seismic, gravity-magnetic and source rock datasets, integrated with petrophysical studies, basin modelling and UK onshore knowledge. Released data were collated and interpreted, and interpretations of unreleased data were included with agreement of the data owners. Unreleased raw data is excluded, as is the UK Government Seismic data released in 2016. The datasets are applicable for use at scales between 1:750,000 to 1: 3,000,000

  12. a

    King Charles III England Coast Path Route

    • naturalengland-defra.opendata.arcgis.com
    • hub.arcgis.com
    • +1more
    Updated Jan 27, 2017
    + more versions
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    Defra group ArcGIS Online organisation (2017). King Charles III England Coast Path Route [Dataset]. https://naturalengland-defra.opendata.arcgis.com/items/a1488f928832407fbd267feb6802bed6
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    Dataset updated
    Jan 27, 2017
    Dataset authored and provided by
    Defra group ArcGIS Online organisation
    Area covered
    Description

    Line dataset showing all approved stretches of the King Charles III England Coast Path Route.The King Charles III England Coast Path Route is a new National Trail being created by Natural England under the Marine and Coastal Access Act 2009. The King Charles III England Coast Path will be the longest managed and way-marked coastal path in the world.Full metadata can be viewed on data.gov.uk.

  13. SSSI Impact Risk Zones (England)

    • roadmap-to-climate-resilience-tep-thames.hub.arcgis.com
    • arc-gis-hub-home-arcgishub.hub.arcgis.com
    • +1more
    Updated Jun 26, 2019
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    Defra group ArcGIS Online organisation (2019). SSSI Impact Risk Zones (England) [Dataset]. https://roadmap-to-climate-resilience-tep-thames.hub.arcgis.com/items/dd6ff0bd464e42fea19f289423a1d22a
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    Dataset updated
    Jun 26, 2019
    Dataset provided by
    Defra - Department for Environment Food and Rural Affairshttp://defra.gov.uk/
    Authors
    Defra group ArcGIS Online organisation
    Area covered
    Description

    The SSSI IRZs are a Geographical Information System (GIS) tool developed by Natural England to make rapid initial assessment of the potential risks posed by development proposals to SSSIs and those Special Areas of Conservation (SACs), Special Protection Areas (SPAs) or Ramsar sites that they underpin. They define zones around each site which reflect the sensitivities of the features for which the site is notified and indicate the types of development proposal which could potentially have adverse impacts and need further consideration. In certain locations they also include Natural England's statutory advice for certain development types.LPAs can use the SSSI IRZs to consider if a proposed development is likely to affect a terrestrial SSSI and those SACs, SPAs or Ramsar sites that they underpin and when to consult Natural England to seek advice. Where the SSSI IRZs include Natural England's statutory advice or indicate a risk is unlikely, LPAs can use the SSSI IRZs to instantly generate a formal consultation response.Add the SSSI IRZs to your own GIS using the Web Map Service (WMS) link or download from the dropdown menu above or the links below. Download the latest update (January 2025) in ESRI Shapefile format.

    Use the SSSI IRZs online on the MAGIC website. View the SSSI IRZs user guidance to learn how to interpret and use the SSSI IRZs. Alternatively, a training video is available that includes a step-by-step description of how to use the SSSI IRZs tool. For information on when LPAs must consult Natural England when considering development proposals refer to Planning and transport authorities: get environmental advice on planning - GOV.UK (www.gov.uk). For information on how developers can get advice from Natural England on planning applications refer to Developers: get environmental advice on your planning proposals - GOV.UK (www.gov.uk).Full metadata can be viewed on data.gov.uk.

  14. Annual Count of Summer Days 1991-2020

    • climatedataportal.metoffice.gov.uk
    • space-geoportal-queensub.hub.arcgis.com
    • +1more
    Updated Mar 15, 2022
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    Met Office (2022). Annual Count of Summer Days 1991-2020 [Dataset]. https://climatedataportal.metoffice.gov.uk/datasets/439d540451ca46ad892a0a2c72b29ce9
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    Dataset updated
    Mar 15, 2022
    Dataset authored and provided by
    Met Officehttp://www.metoffice.gov.uk/
    Area covered
    Description

    What does the data show?

    This data shows the annual number of summer days (days where the maximum temperature is above 25°C) averaged over the 1991-2020 period. The data is from the HadUK-Grid v.1.1.0.0 dataset and is provided on the 2km British National Grid (BNG).

    What are the naming conventions and how do I explore the data?

    This data contains a field for the average over the period, named ‘Summer Days’.

    To understand how to explore the data, see this page: https://storymaps.arcgis.com/stories/457e7a2bc73e40b089fac0e47c63a578

    Data source

    HadUK-Grid v1.1.0.0 (downloaded 11/03/2022)

    Useful links

    Further information on HadUK-Grid Further information on understanding climate data within the Met Office Climate Data Portal

  15. Major Road Network

    • data.europa.eu
    esri shape
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    Department for Transport, Major Road Network [Dataset]. https://data.europa.eu/data/datasets/major-road-network?locale=da
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    esri shapeAvailable download formats
    Dataset provided by
    Transportministeriethttps://gov.uk/dft
    Authors
    Department for Transport
    License

    http://reference.data.gov.uk/id/open-government-licencehttp://reference.data.gov.uk/id/open-government-licence

    Description

    OS Open Roads Shapefile containing links pertaining to the Major Road Network, as created by the Department for Transport in 2018.

    See this dataset in an Interactive WebMap

    If you are looking for the Strategic Road Network, please find this as part of the original, freely available, OS OpenRoads Product

  16. a

    Priority River Habitat - Headwater Areas (England)

    • data-pdnpa.opendata.arcgis.com
    • data.catchmentbasedapproach.org
    • +5more
    Updated Jul 7, 2017
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    Defra group ArcGIS Online organisation (2017). Priority River Habitat - Headwater Areas (England) [Dataset]. https://data-pdnpa.opendata.arcgis.com/datasets/Defra::priority-river-habitat-headwater-areas-england
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    Dataset updated
    Jul 7, 2017
    Dataset authored and provided by
    Defra group ArcGIS Online organisation
    Area covered
    Description

    The objective of the priority habitat map in England is to:• help organisations protect the most natural remaining examples of rivers from further impacts on natural processes, and • highlight any aspects of habitat integrity (hydrological, chemical, physical, biological) that could most usefully be improved. The priority river habitat map that has been produced is an English interpretation of the UK definition of priority river habitat, focusing on naturalness as the principal criterion in recognition of the vital importance of natural processes in delivering sustainable riverine habitats and supporting characteristic biodiversity.Full metadata can be viewed on data.gov.uk.

  17. Annual Precipitation Projections 2050-2079

    • roadmap-to-climate-resilience-tep-thames.hub.arcgis.com
    • climatedataportal.metoffice.gov.uk
    • +4more
    Updated Nov 5, 2021
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    Met Office (2021). Annual Precipitation Projections 2050-2079 [Dataset]. https://roadmap-to-climate-resilience-tep-thames.hub.arcgis.com/maps/TheMetOffice::annual-precipitation-projections-2050-2079
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    Dataset updated
    Nov 5, 2021
    Dataset authored and provided by
    Met Officehttp://www.metoffice.gov.uk/
    Area covered
    Description

    What does the data show?

    This data shows annual averages of precipitation (mm/day) for 2050-2079 from the UKCP18 regional climate projections. The data is for the high emissions scenario (RCP8.5).

    Limitations of the data

    We recommend the use of multiple grid cells or an average of grid cells around a point of interest to help users get a sense of the variability in the area. This will provide a more robust set of values for informing decisions based on the data.

    What are the naming conventions and how do I explore the data?

    This data contains a field for the average over the period. They are named 'pr' (precipitation), the month, and 'upper' 'median' or 'lower'. E.g. 'pr Median' is the median value.

    To understand how to explore the data, see this page: https://storymaps.arcgis.com/stories/457e7a2bc73e40b089fac0e47c63a578

    Please note, if viewing in ArcGIS Map Viewer, the map will default to ‘pr January Median’ values.

    What do the ‘median’, ‘upper’, and ‘lower’ values mean?

    Climate models are numerical representations of the climate system. To capture uncertainty in projections for the future, an ensemble, or group, of climate models are run. Each ensemble member has slightly different starting conditions or model set-ups. Considering all of the model outcomes gives users a range of plausible conditions which could occur in the future.

    For this dataset, the model projections consist of 12 separate ensemble members. To select which ensemble members to use, the annual averages of precipitation for 2050-2079 were calculated for each ensemble member and they were then ranked in order from lowest to highest for each location.

    The ‘lower’ fields are the second lowest ranked ensemble member. The ‘upper’ fields are the second highest ranked ensemble member. The ‘median’ field is the central value of the ensemble.

    This gives a median value, and a spread of the ensemble members indicating the range of possible outcomes in the projections. This spread of outputs can be used to infer the uncertainty in the projections. The larger the difference between the lower and upper fields, the greater the uncertainty.

    Data source

    pr_rcp85_land-rcm_uk_12km_12_ann-30y_200912-207911.nc (median)

    pr_rcp85_land-rcm_uk_12km_05_ann-30y_200912-207911.nc (lower)

    pr_rcp85_land-rcm_uk_12km_04_ann-30y_200912-207911.nc (upper)

    UKCP18 v20190731 (downloaded 04/11/2021)

    Useful links

    Further information on the UK Climate Projections (UKCP). Further information on understanding climate data within the Met Office Climate Data Portal

  18. c

    Living England Habitat Map (Phase 4)

    • data.catchmentbasedapproach.org
    • roadmap-to-climate-resilience-tep-thames.hub.arcgis.com
    • +2more
    Updated Mar 23, 2022
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    Defra group ArcGIS Online organisation (2022). Living England Habitat Map (Phase 4) [Dataset]. https://data.catchmentbasedapproach.org/items/b3069e7cb3084732b92478b3db51b9c6
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    Dataset updated
    Mar 23, 2022
    Dataset authored and provided by
    Defra group ArcGIS Online organisation
    Area covered
    Description

    PLEASE NOTE: This data product is not available in Shapefile format or KML at https://naturalengland-defra.opendata.arcgis.com/datasets/Defra::living-england-habitat-map-phase-4/about, as the data exceeds the limits of these formats. Please select an alternative download format.This data product is also available for download in multiple formats via the Defra Data Services Platform at https://environment.data.gov.uk/explore/4aa716ce-f6af-454c-8ba2-833ebc1bde96?download=true.The Living England project, led by Natural England, is a multi-year programme delivering a satellite-derived national habitat layer in support of the Environmental Land Management (ELM) System and the Natural Capital and Ecosystem Assessment (NCEA) Pilot. The project uses a machine learning approach to image classification, developed under the Defra Living Maps project (SD1705 – Kilcoyne et al., 2017). The method first clusters homogeneous areas of habitat into segments, then assigns each segment to a defined list of habitat classes using Random Forest (a machine learning algorithm). The habitat probability map displays modelled likely broad habitat classifications, trained on field surveys and earth observation data from 2021 as well as historic data layers. This map is an output from Phase IV of the Living England project, with future work in Phase V (2022-23) intending to standardise the methodology and Phase VI (2023-24) to implement the agreed standardised methods.The Living England habitat probability map will provide high-accuracy, spatially consistent data for a range of Defra policy delivery needs (e.g. 25YEP indicators and Environment Bill target reporting Natural capital accounting, Nature Strategy, ELM) as well as external users. As a probability map, it allows the extrapolation of data to areas that we do not have data. These data will also support better local and national decision making, policy development and evaluation, especially in areas where other forms of evidence are unavailable. Process Description: A number of data layers are used to inform the model to provide a habitat probability map of England. The main sources layers are Sentinel-2 and Sentinel-1 satellite data from the ESA Copericus programme. Additional datasets were incorporated into the model (as detailed below) to aid the segmentation and classification of specific habitat classes. Datasets used:Agri-Environment Higher Level Stewardship (HLS) Monitoring, British Geological Survey Bedrock Mapping 1:50k, Coastal Dune Geomatics Mapping Ground Truthing, Crop Map of England (RPA), Dark Peak Bog State Survey, Desktop Validation and Manual Points, EA Integrated Height Model 10m, EA Saltmarsh Zonation and Extent, Field Unit NEFU, Living England Collector App NEFU/EES, Long Term Monitoring Network (LTMN), Lowland Heathland Survey, National Forest Inventory (NFI), National Grassland Survey, National Plant Monitoring Scheme, NEFU Surveys, Northumberland Border Mires, OS Vector Map District , Priority Habitats Inventory (PHI) B Button, European Space Agency (ESA) Sentinel-1 and Sentinel-2 , Space2 Eye Lens: Ainsdale NNR, Space2 Eye Lens: State of the Bog Bowland Survey, Space2 Eye Lens: State of the Bog Dark Peak Condition Survey, Space2 Eye Lens: State of the Bog (MMU) Mountain Hare Habitat Survey Dark Peak, Uplands Inventory, West Pennines Designation NVC Survey, Wetland Inventories, WorldClim - Global Climate DataFull metadata can be viewed on data.gov.uk.

  19. a

    Ramsar (England)

    • hub.arcgis.com
    • data.catchmentbasedapproach.org
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    Updated May 8, 2017
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    Defra group ArcGIS Online organisation (2017). Ramsar (England) [Dataset]. https://hub.arcgis.com/maps/Defra::ramsar-england
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    Dataset updated
    May 8, 2017
    Dataset authored and provided by
    Defra group ArcGIS Online organisation
    Area covered
    Description

    A Ramsar site is the land listed as a Wetland of International Importance under the Convention on Wetlands of International Importance Especially as Waterfowl Habitat (the Ramsar Convention) 1971. Data supplied has the status of "Listed". The data does not include "Proposed" sites. Boundaries are mapped against Ordnance Survey MasterMap.Full metadata can be viewed on data.gov.uk.

  20. a

    National Character Areas (England)

    • naturalengland-defra.opendata.arcgis.com
    • data.catchmentbasedapproach.org
    • +2more
    Updated Nov 28, 2016
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    Defra group ArcGIS Online organisation (2016). National Character Areas (England) [Dataset]. https://naturalengland-defra.opendata.arcgis.com/datasets/Defra::national-character-areas-england/about
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    Dataset updated
    Nov 28, 2016
    Dataset authored and provided by
    Defra group ArcGIS Online organisation
    Area covered
    Description

    There are 159 Character Areas, each of which is distinctive with a unique 'sense of place'. These broad divisions of landscape form the basic units of cohesive countryside character, on which strategies for both ecological and landscape issues can be based. The Character Area framework is used to describe and shape objectives for the countryside, its planning and management.Two new fields added January 2023:ALT - Agricultural Landscape TypologyBLT - Broad Landscape TypologyFull metadata can be viewed on data.gov.uk.

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Centre for Data Ethics and Innovation (2022). Research into AI assurance methods [Dataset]. https://www.gov.uk/government/publications/research-into-ai-assurance-methods
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Research into AI assurance methods

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Dataset updated
Oct 10, 2022
Dataset provided by
GOV.UKhttp://gov.uk/
Authors
Centre for Data Ethics and Innovation
Description

Building on its Roadmap to an Effective AI Assurance Ecosystem, the CDEI’s AI Assurance Programme supports the government’s ambition to build the most trusted and pro-innovation AI governance system in the world. Over the last six months, the CDEI has been carrying out significant industry engagement in order to understand the key barriers and enablers to the adoption of AI Assurance tools and techniques.

The CDEI is now carrying out a survey to understand current industry participation with AI assurance, with a particular focus on three key sectors - finance, automated vehicles, and recruitment. Key themes from the survey findings will be shared publicly, and the views shared with the CDEI will directly influence the next stage of our work, which aims to develop practical guidance to address the challenges identified, and encourage increased adoption of AI assurance across industry. This privacy notice explains who the CDEI are, the personal data the CDEI collects, how the CDEI uses it, who the CDEI shares it with, and what your legal rights are.

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