AndreaBozzo/ceres-open-data-index huggingface dataset:
Select benthic invertebrate and sediment data collected between 1969 and 2023 for an Ecological Risk-Based Approach to Facilitate Licensing Offshore Wind Development

The **OneBenthic** dataset contains records of benthic invertebrate 
assemblages and associated sediment particle size analyses (PSA) collected 
between 1969 and 2023 across the UK continental shelf and wider North Sea. It 
brings together harmonised information on macrofaunal abundance, biomass, and 
sediment composition derived from more than 50,000 seabed grab and core 
samples.

For this study, a quality-controlled subset of 18,348 samples was used to 
generate spatial models of three ecological risk elements: benthic sensitivity 
(based on biological traits), biodiversity, and assemblage rarity. The dataset 
supports the development of ecological risk maps and an online 
decision-support tool to inform offshore wind farm licensing and marine 
spatial planning.

Users should note that the dataset represents sedimentary habitats sampled by 
grabs and cores; results may not accurately describe rocky or hard-substrate 
environments and are not intended for navigational use.

Organization: Marine Environmental Data & Information Network
Select benthic invertebrate and sediment data from 1985 to 2023 for mapping benthic biodiversity to facilitate future sustainable development

This dataset underpins the study *Mapping benthic biodiversity to facilitate 
future sustainable development*, which used benthic macrofaunal records and 
sediment particle size analysis (PSA) to generate high-resolution maps of 
biodiversity across the continental shelf of the North-East Atlantic. The 
dataset comprises 22,793 standardised grab and core samples collected between 
1985 and 2023, with taxonomic names harmonised via the World Register of 
Marine Species (WoRMS). It includes species abundance data, diversity metrics 
(alpha-, beta- and gamma-diversity), and biodiversity cluster classifications 
derived through Random Forest modelling. The primary purpose of this dataset 
is to inform marine spatial planning and environmental licensing, especially 
in the context of offshore wind development and other seabed activities.

Organization: Marine Environmental Data & Information Network
OSNI Open Data - 10M DTM - Sheets 51-100

A Digital Terrain Model (DTM) is a digital file consisting of a grid of regularly spaced points of known height which, when used with other digital data such as maps or orthophotographs, can provide a 3D image of the land surface. This download contains OSNI 10k sheet numbers 51- 100. This is a large dataset and will take sometime to download. Please note that this is an interpolated dataset. The reference grid for this dataset is available here: https://www.opendatani.gov.uk/@land-property-services-ordnance-survey-of-northern-ireland/osni-open-data-coverage-grid-10k

Tags: 10m, Digital Terrain Model, Northern Ireland, OSNI, Open Data
Organization: OpenDataNI
Northern Ireland Local Authority Collected Municipal Waste Management Statistics

Information on the quantities of local authority collected municipal waste collected and managed in Northern Ireland. It includes quantities and rates of local authority collected municipal waste arising, sent for preparing for reuse, for dry recycling, composting, energy recovery and sent to landfill. Some of these measurements are key performance indicators. These are used to assess progress towards achieving waste strategy targets. Breakdowns are available by district council and waste management group. The information contains finalised data from 2006/07 to the latest available data.

Tags: DAERA, NIEA, NISRA, landfill, recycling, waste
Organization: OpenDataNI
Parish to Ward to Local Authority District (December 2025) Lookup in EW

<p><span style='background-color:rgb(255,255,255); color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;; font-size:18px;'><span style='border:0px solid currentcolor; box-sizing:border-box; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'>This is a lookup file between civil parishes/communities, electoral wards/divisions and local authorities/unitary authorities in England and Wales as at 31st December 2025. &nbsp;(File Size - 3.2 MB)&nbsp;</span></span><br /><span style='background-color:rgb(255,255,255); color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;; font-size:18px;'><span style='border:0px solid currentcolor; box-sizing:border-box; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'>Field Names - PAR25CD, PAR25NM, PAR25NMW, WD25CD, WD25NM, WD25NMW, LAD25CD, LAD25NM, LAD25NMW</span></span></p><div style='background-color:rgb(255, 255, 255); border:0px solid currentcolor; box-sizing:border-box; color:rgb(74, 74, 74); font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'><span style='color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;; font-size:18px;'><span style='border:0px solid currentcolor; box-sizing:border-box; line-height:1.5;'>Field Types - Text, Text, Text, Text, Text, Text, Text, Text, Text,</span></span></div><div style='background-color:rgb(255, 255, 255); border:0px solid currentcolor; box-sizing:border-box; color:rgb(74, 74, 74); font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'><span style='color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;; font-size:18px;'><span style='border:0px solid currentcolor; box-sizing:border-box; line-height:1.5;'>Field Lengths - 9, 66, 37, 9, 53, 45, 9, 35, 24</span></span></div>

Tags: 2025, Communities, DEC_2025, England and Wales, LAD, LUP_ADM, LUP_DEC_2025, LUP_PAR_WD_LAD, Local Authority Districts, PAR, Parishes, WD, Wards
Organization: Office for National Statistics
Select marine epifauna abundance and taxonomic data collected in the UK continental shelf and wider North Sea between 1987 and 2023

This dataset contains records of marine epifaunal communities collected using 
2 metre (m) beam trawl surveys between 1987 and 2023 from across the United 
Kingdom (UK) continental shelf and the wider North Sea. The dataset takes the 
form of trawl-derived abundance and taxonomic information, harmonised through 
the OneBenthic database and standardised using the World Register of Marine 
Species (`WoRMS`_). It was compiled to support large-scale analysis of 
spatial patterns in epifaunal taxon richness, abundance, and assemblage 
composition, with the aim of informing marine spatial planning, licensing, and 
conservation management. Users should note that the dataset excludes pelagic 
taxa, larval stages, and areas licensed for anthropogenic activities such as 
dredging and renewable energy.


.. _`worms`:
    https://www.marinespecies.org/

Organization: Marine Environmental Data & Information Network
Local Authority District to Inner and Outer London (December 2022) Lookup in EN

<div>A lookup file between local authority district (LAD) and inner and outer London (IOL) in England as at 31st December 2022. (File size - 16KB) </div><div><br /></div><div>Field Names - LAD22CD, LAD22NM, IOL22CD, IOL22NM</div><div>Field Types - Text, Text, Text, Text</div><div>Field Lengths - 9, 28, 9, 12</div>

Tags: 2022, DEC_2022, England, IOL, Inner and Outer London, LTLA, LUP_ADM, LUP_DEC_2025, LUP_LTLA_IOL, Lookup, Lower Tier Local Authority
Organization: Office for National Statistics
Unitary Authority to Local Health Board (December 2025) Lookup in WA

<p><span style='background-color:rgb(255,255,255); color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;; font-size:medium;'><font style='border:0px solid currentcolor; box-sizing:border-box; font-family:inherit; line-height:1.5;'><span style='border:0px solid currentcolor; box-sizing:border-box; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'>A lookup file between unitary authorities and local health boards in Wales as at 31st December 2025. &nbsp;(File Size - 16 KB)</span></font></span><br />&nbsp;</p><div style='background-color:rgb(255, 255, 255); border:0px solid currentcolor; box-sizing:border-box; color:rgb(74, 74, 74); font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'><div style='border:0px solid currentcolor; box-sizing:border-box; font-family:inherit; line-height:1.5;'><span style='color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;; font-size:medium;'><font style='border:0px solid currentcolor; box-sizing:border-box; font-family:inherit; line-height:1.5;'><span style='border:0px solid currentcolor; box-sizing:border-box; line-height:1.5;'>Field Names - UA25CD, UA25NM, LHB25CD, LHB25NM</span></font></span></div><div style='border:0px solid currentcolor; box-sizing:border-box; font-family:inherit; line-height:1.5;'><span style='color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;; font-size:medium;'><font style='border:0px solid currentcolor; box-sizing:border-box; font-family:inherit; line-height:1.5;'><span style='border:0px solid currentcolor; box-sizing:border-box; line-height:1.5;'>Field Types - Text, Text, Text, Text</span></font></span></div><div style='border:0px solid currentcolor; box-sizing:border-box; font-family:inherit; line-height:1.5;'><span style='color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;; font-size:medium;'><font style='border:0px solid currentcolor; box-sizing:border-box; font-family:inherit; line-height:1.5;'><span style='border:0px solid currentcolor; box-sizing:border-box; line-height:1.5;'>Field Lengths - 9, 17, 9, 41</span></font></span></div></div>

Tags: 2025, DEC_2025, Health, LHB, LUP_DEC_2025, LUP_HLT, LUP_UA_LHB, Local Health Boards, Lookup, UA, Unitary Authorities, Wales
Organization: Office for National Statistics
Forestry England Bridges

This dataset shows captured bridges and culverts over 1.5m diameter within the Nations Forests. These will generally be created and permanent in character over watercourses but sometimes roads and other paths. Attribution statement: © Forestry Commission copyright and/or database right 2026. All rights reserved.

Tags: England, Structures, environment, forestry, hydrography, surface water, transportation, watercourse
Organization: Forestry Commission
Non-Civil Parished Areas (December 2025) Names and Codes in EN

<p><span style='background-color:rgb(255,255,255); color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;; font-size:16px;'><span style='border:0px solid currentcolor; box-sizing:border-box; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'>This file contains names and codes for the non-civil parished areas in England as at 31st December 2025.&nbsp;&nbsp;(File Size - 40 KB)</span></span></p><div style='background-color:rgb(255, 255, 255); border:0px solid currentcolor; box-sizing:border-box; color:rgb(74, 74, 74); font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'><span style='color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;;'><span style='border:0px solid currentcolor; box-sizing:border-box; line-height:1.5;'>Field Names - NCP25CD, NCP25NM</span></span></div><div style='background-color:rgb(255, 255, 255); border:0px solid currentcolor; box-sizing:border-box; color:rgb(74, 74, 74); font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'><span style='color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;;'><span style='border:0px solid currentcolor; box-sizing:border-box; line-height:1.5;'>Field Types - Text, Text</span></span></div><div style='background-color:rgb(255, 255, 255); border:0px solid currentcolor; box-sizing:border-box; color:rgb(74, 74, 74); font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'><span style='color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;;'><span style='border:0px solid currentcolor; box-sizing:border-box; line-height:1.5;'>Field Lengths - 9, 66</span></span></div>

Tags: 2025, DEC_2025, England, NAC_ADM, NAC_DEC_2025, NAC_NCP, NCP, Non-Civil Parished Areas
Organization: Office for National Statistics
Metropolitan Counties (December 2025) Names and Codes in EN

<p><span style='background-color:rgb(255,255,255); color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;; font-size:16px;'><span style='border:0px solid currentcolor; box-sizing:border-box; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'>This file contains the names and codes for the metropolitan counties in England as at 31st December 2025.&nbsp; &nbsp;(File Size - 16 KB)&nbsp;</span></span><br /><span style='background-color:rgb(255,255,255); color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;; font-size:16px;'><span style='border:0px solid currentcolor; box-sizing:border-box; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'>Field Names - MCTY25CD, MCTY25NM</span></span></p><div style='background-color:rgb(255, 255, 255); border:0px solid currentcolor; box-sizing:border-box; color:rgb(74, 74, 74); font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'><span style='color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;;'><span style='border:0px solid currentcolor; box-sizing:border-box; line-height:1.5;'>Field Types - Text, Text</span></span></div><div style='background-color:rgb(255, 255, 255); border:0px solid currentcolor; box-sizing:border-box; color:rgb(74, 74, 74); font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'><span style='color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;;'><span style='border:0px solid currentcolor; box-sizing:border-box; line-height:1.5;'>Field Lengths - 9, 18</span></span></div>

Tags: 2025, DEC_2025, England, MCTY, Metropolitan Counties, NAC_ADM, NAC_DEC_2025, NAC_MCTY
Organization: Office for National Statistics
Scottish Parliamentary Regions (December 2025) Names and Codes in SC

<p><span style='background-color:rgb(255,255,255); color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;; font-size:16px;'><span style='border:0px solid currentcolor; box-sizing:border-box; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'>This file contains the names and codes for the Scottish Parliamentary Regions in Scotland as at 31st December 2025. &nbsp;(File Size - 17 KB)&nbsp;</span></span><br /><span style='background-color:rgb(255,255,255); color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;; font-size:16px;'><span style='border:0px solid currentcolor; box-sizing:border-box; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'>Field Names - SPR25CD, SPR25NM</span></span></p><div style='background-color:rgb(255, 255, 255); border:0px solid currentcolor; box-sizing:border-box; color:rgb(74, 74, 74); font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'><span style='color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;;'><span style='border:0px solid currentcolor; box-sizing:border-box; line-height:1.5;'>Field Types - Text, Text</span></span></div><div style='background-color:rgb(255, 255, 255); border:0px solid currentcolor; box-sizing:border-box; color:rgb(74, 74, 74); font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'><span style='color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;;'><span style='border:0px solid currentcolor; box-sizing:border-box; line-height:1.5;'>Field Lengths - 9, 21</span></span></div>

Tags: 2025, DEC_2025, NAC_DEC_2025, NAC_ELE, NAC_SPR, SPR, Scotland, Scottish Parliamentary Regions
Organization: Office for National Statistics
Scottish Parliamentary Constituencies (December 2025) Names and Codes in SC

<p><span style='background-color:rgb(255,255,255); color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;; font-size:16px;'><span style='border:0px solid currentcolor; box-sizing:border-box; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'>This file contains the names and codes for the Scottish Parliamentary Constituencies in Scotland as at 31st December 2025. &nbsp;(File Size - 16&nbsp;KB)&nbsp;</span></span></p><div style='background-color:rgb(255, 255, 255); border:0px solid currentcolor; box-sizing:border-box; color:rgb(74, 74, 74); font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px; font-style:normal; font-variant-caps:normal; font-variant-ligatures:normal; font-weight:400; letter-spacing:normal; line-height:1.5; text-align:start; text-decoration-color:initial; text-decoration-style:initial; text-indent:0px; text-transform:none; word-spacing:0px;'><p><span style='color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;;'><span style='border:0px solid currentcolor; box-sizing:border-box; line-height:1.5;'>Field Names - SPC25CD, SPC25NM</span></span></p><p><span style='color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;;'><span style='border:0px solid currentcolor; box-sizing:border-box; line-height:1.5;'>Field Types - Text, Text</span></span></p><div style='border:0px solid currentcolor; box-sizing:border-box; font-family:inherit; line-height:1.5;'><div style='border:0px solid currentcolor; box-sizing:border-box; font-family:inherit; line-height:1.5;'><span style='color:rgb(0,0,0); font-family:Lato, &quot;Avenir Next&quot;;'><span style='border:0px solid currentcolor; box-sizing:border-box; line-height:1.5;'>Field Lengths - 9, 42</span></span></div></div></div>

Tags: 2025, DEC_2025, NAC_DEC_2025, NAC_ELE, NAC_SPC, Names and Codes, SPC, Scotland, Scottish Parliamentary Constituencies
Organization: Office for National Statistics