AndreaBozzo/ceres-open-data-index huggingface dataset:
Sentinel Stroke National Audit Programme Clinical results 23/24

The clinical component of SSNAP prospectively collects a minimum dataset for every stroke patient since December 2012 to measure processes of acute care, rehabilitation and care in the community. SSNAP also collects outcome measures at 6 months. The aim is to improve the quality of stroke care by auditing stroke services against evidence based standards.

The latest SSNAP periodic report presents national and named team results for the entire inpatient stroke care pathway. It is based on patients admitted or discharged from hospital in the most recent 3-monthly time period.

This report contains results for important measures of inpatient stroke care including stroke unit care, thrombolysis, therapy assessments and intensity, timings of interventions, and discharge standards. It also provides comparisons where appropriate against the previous 4 periodic reports to show changes over time.

A SSNAP scoring system has been derived to enable hospitals to compare their performance against other hospitals and benchmark against the national result. This summary of performance is based upon results for 44 key indicators which are grouped into 10 domains covering key aspects of stroke care. An overall score is calculated from domain scores adjusted for case ascertainment and audit compliance. Please see technical guidance for details about how the SSNAP scores are calculated.

Extremely high standards have been set with the aim of stimulating hospitals to identify where improvements are needed and drive change. Nowhere else in the world has set as stringent standards and the results should be read in this context.

SSNAP Summary Results: This excel file contains summary information by named team for 44 key indicators within 10 domains of care in addition to measures of overall performance based on the SSNAP scoring system.

Full Results Portfolio: This is a very detailed file containing results for every stroke measure collected by SSNAP. It is intended as a reference document for those who wish to drill-down in more detail than the summary results.

Organization: Healthcare Quality Improvement Partnership
OSNI Open Data - Largescale Boundaries - District Electoral Areas (2012)

The OSNI Large-scale boundaries is a polygon dataset consisting of District Electoral Areasset in 2012. The data has been extracted from OSNI Largescale database and has been topologically cleansed and attributed to create a seamless dataset. This service is published for OpenData. By download or use of this dataset you agree to abide by the LPS Open Government Data Licence.<div><br /></div><div>Please Note for Open Data NI Users: Esri Rest API is not Broken, it will not open on its own in a Web Browser but can be copied and used in Desktop and Webmaps<br /></div>

Tags: 2012, Administrative, Boundaries, Boundary, DEA, DEAs, District Electoral Areas, Districts, LPS, Largescale, NI, Northern Ireland, OSNI, OpenData, SpatialNI, open data
Organization: OpenDataNI
Scotland Habitat and Land Cover Map - 2020

Habitat and land cover maps created using AI to classify satellite data to EUNIS level 2 by Space Intelligence in partnership with NatureScot. This work was a response to the Can Do Innovation fund challenge AI for Good -How can we use Artificial Intelligence (AI) techniques to tackle the climate emergency? This dataset contains the EUNIS classification level 2 of Scotland's land cover for the year 2020. It is part of a series of 3 layers (raster datasetsat~20m resolution). The other layer provides the land cover classificationfor the year 2019 and a third layer provides the land cover changes that occured between 2019 and 2020.

Tags: Habitats and biotopes
Organization: Scottish Government SpatialData.gov.scot
Scotland Habitat and Land Cover Map - 2022

Habitat and land cover map created using AI to classify satellite data to EUNIS by Space Intelligence in partnership with NatureScot. This dataset contains three layers:
- A EUNIS level 1 classification of Scotland's land cover for the year 2022 which uses 5 different classes;
- A EUNIS level 2 classification of Scotland's land cover for the year 2022 which uses 28 different classes;
- A change map, which provides predicted land cover changes that occurred between 2020 and 2022. The map is produced through a simple comparison between the 2020 and 2022 maps, where each instance of change identified is interpreted and assigned one of the following descriptors:
(i)        Afforestation
(ii)       Tree removal
(iii)      Agriculture related 
(iv)      Urban development 
(v)       Forest growth 
(vi)      Water gain
(vii)     Water loss
(viii)    Other changes
Please note, we believe these predicted changes, and others, are inaccurate, mainly due to inaccuracies we have identified in the 2020 map, along with improved methodologies and processes developed at Space Intelligence since the creation of the 2020 map.

The dataset is part of a time series of 20m resolution raster layers, the others being from 2019 and 2020 and the change layer of predicted land cover changes that occurred between 2019 and 2020.

Tags: Bio-geographical regions, Downloadable Data, Habitats and biotopes, Land cover, Land use
Organization: Scottish Government SpatialData.gov.scot
2022-2024 FISP: Ecosystem Benefits of UK Oyster Aquaculture Sites Exe Underwater Imagery Survey

As part of the Fisheries Industry Science Partnerships (FISP) project âEcosystem Benefits of UK Oyster Aquaculture Sitesâ, project partners Tethys Oysters Ltd. / Atlantic Edge Oysters Ltd., Envision Marine Ltd. and the University of Essex have collaborated in a research project to determine ecosystem benefits provided by oyster aquaculture by measuring biodiversity and denitrification activity at a variety of sites in England and Wales. Surveys were undertaken by ENVISION in 2023 to measure the biodiversity associated with three oyster farms and one naturalised rock oyster reef in comparison to control sites with similar environmental conditions, as well as ecosystem function (nitrification/denitrification activity) at these sites. Recognising the importance of conservation and restoration of native oyster populations, surveys were also carried out in 2022 and 2023 to measure oyster abundance and associated biodiversity at an historic native oyster site, commercially restocked with native oysters in 2021. Survey works included recording of underwater imagery, sediment sampling, oyster dredging and ecosystem function sampling. Underwater camera systems were used to record the diversity of biota around the oysters during submersion. Sediment samples were taken for measurement of diversity of macrofauna, particle size distribution and total organic carbon, and the ecosystem function testing involved sampling of sediment and swabs of oysters/hard surfaces to determine the abundance and activity of denitrifying/nitrifying microorganisms on oyster site substrates, through genomic analysis. The results of the denitrification and biodiversity services provided by oyster aquaculture were communicated to consumers, industry and decision makers to increase understanding and promote awareness of the ecosystem benefits provided by aquaculture.

Organization: Marine Environmental Data & Information Network
2022-2024 FISP: Ecosystem Benefits of UK Oyster Aquaculture Sites Lindisfarne Underwater Imagery Survey

As part of the Fisheries Industry Science Partnerships (FISP) project âEcosystem Benefits of UK Oyster Aquaculture Sitesâ, project partners Tethys Oysters Ltd. / Atlantic Edge Oysters Ltd., Envision Marine Ltd. and the University of Essex have collaborated in a research project to determine ecosystem benefits provided by oyster aquaculture by measuring biodiversity and denitrification activity at a variety of sites in England and Wales. Surveys were undertaken by ENVISION in 2023 to measure the biodiversity associated with three oyster farms and one naturalised rock oyster reef in comparison to control sites with similar environmental conditions, as well as ecosystem function (nitrification/denitrification activity) at these sites. Recognising the importance of conservation and restoration of native oyster populations, surveys were also carried out in 2022 and 2023 to measure oyster abundance and associated biodiversity at an historic native oyster site, commercially restocked with native oysters in 2021. Survey works included recording of underwater imagery, sediment sampling, oyster dredging and ecosystem function sampling. Underwater camera systems were used to record the diversity of biota around the oysters during submersion. Sediment samples were taken for measurement of diversity of macrofauna, particle size distribution and total organic carbon, and the ecosystem function testing involved sampling of sediment and swabs of oysters/hard surfaces to determine the abundance and activity of denitrifying/nitrifying microorganisms on oyster site substrates, through genomic analysis. The results of the denitrification and biodiversity services provided by oyster aquaculture were communicated to consumers, industry and decision makers to increase understanding and promote awareness of the ecosystem benefits provided by aquaculture.

Organization: Marine Environmental Data & Information Network
York's Boundaries

The ward and parish boundaries are derived from Boundary-Line which is an OS OpenData product. 

For further information on York's wards please visit [this page on City of York Council's website](https://www.york.gov.uk/wards), for information on York's parishes please visit [this other page](http://democracy.york.gov.uk/mgParishCouncilDetailsList.aspx).

*Please note that the data published within this dataset is a live API link to CYC's GIS server. Any changes made to the master copy of the data will be immediately reflected in the resources of this dataset.The date shown in the "Last Updated" field of each GIS resource reflects when the data was first published.

Organization: City of York Council
2022-2024 FISP: Ecosystem Benefits of UK Oyster Aquaculture Sites Exe Sediment Sampling Survey

As part of the Fisheries Industry Science Partnerships (FISP) project Ecosystem Benefits of UK Oyster Aquaculture Sites, project partners Tethys Oysters Ltd. / Atlantic Edge Oysters Ltd., Envision Marine Ltd. and the University of Essex have collaborated in a research project to determine ecosystem benefits provided by oyster aquaculture by measuring biodiversity and denitrification activity at a variety of sites in England and Wales. Surveys were undertaken by ENVISION in 2023 to measure the biodiversity associated with three oyster farms and one naturalised rock oyster reef in comparison to control sites with similar environmental conditions, as well as ecosystem function (nitrification/denitrification activity) at these sites. Recognising the importance of conservation and restoration of native oyster populations, surveys were also carried out in 2022 and 2023 to measure oyster abundance and associated biodiversity at an historic native oyster site, commercially restocked with native oysters in 2021. Survey works included recording of underwater imagery, sediment sampling, oyster dredging and ecosystem function sampling. Underwater camera systems were used to record the diversity of biota around the oysters during submersion. Sediment samples were taken for measurement of diversity of macrofauna, particle size distribution and total organic carbon, and the ecosystem function testing involved sampling of sediment and swabs of oysters/hard surfaces to determine the abundance and activity of denitrifying/nitrifying microorganisms on oyster site substrates, through genomic analysis. The results of the denitrification and biodiversity services provided by oyster aquaculture were communicated to consumers, industry and decision makers to increase understanding and promote awareness of the ecosystem benefits provided by aquaculture.

Organization: Marine Environmental Data & Information Network
2022-2024 FISP: Ecosystem Benefits of UK Oyster Aquaculture Sites Avon Sediment Sampling Survey

As part of the Fisheries Industry Science Partnerships (FISP) project âEcosystem Benefits of UK Oyster Aquaculture Sitesâ, project partners Tethys Oysters Ltd. / Atlantic Edge Oysters Ltd., Envision Marine Ltd. and the University of Essex have collaborated in a research project to determine ecosystem benefits provided by oyster aquaculture by measuring biodiversity and denitrification activity at a variety of sites in England and Wales. Surveys were undertaken by ENVISION in 2023 to measure the biodiversity associated with three oyster farms and one naturalised rock oyster reef in comparison to control sites with similar environmental conditions, as well as ecosystem function (nitrification/denitrification activity) at these sites. Recognising the importance of conservation and restoration of native oyster populations, surveys were also carried out in 2022 and 2023 to measure oyster abundance and associated biodiversity at an historic native oyster site, commercially restocked with native oysters in 2021. Survey works included recording of underwater imagery, sediment sampling, oyster dredging and ecosystem function sampling. Underwater camera systems were used to record the diversity of biota around the oysters during submersion. Sediment samples were taken for measurement of diversity of macrofauna, particle size distribution and total organic carbon, and the ecosystem function testing involved sampling of sediment and swabs of oysters/hard surfaces to determine the abundance and activity of denitrifying/nitrifying microorganisms on oyster site substrates, through genomic analysis. The results of the denitrification and biodiversity services provided by oyster aquaculture were communicated to consumers, industry and decision makers to increase understanding and promote awareness of the ecosystem benefits provided by aquaculture.

Organization: Marine Environmental Data & Information Network
2025, Joint Nature Conservation Committee's (JNCC), Universal Asset Service Matrix (uASM)

Asset Service Matrices (ASM's) serve a dual purpose in storing information about the linkages between Assets and Ecosystem Services (ES) as well as providing a visual summary of this information. The Joint Nature Conservation Committee (JNCC) has produced this standardised universal ASM (uASM) tool to make assets (Habitats and Species) and their ecosystem services more accessible and available to a wider audience. This tool stores data from existing ASMs and the wider literature in a standardised format. The standardisation within the uASM allows users to export data into any commonly used habitat or ecosystem service classification and enables the creation of bespoke ASMs for specific contexts. The uASM is designed to be iterative, with further evidence added by users as it emerges. This will ensure that the uASM remains a relevant tool for marine natural capital approaches across the wider marine ecosystem science, management, policy, and conservation community. Currently over 11,800 Asset-Ecosystem Services are present within the database (2025) and can continue to grow through future updates.  There are currently two ways to view data within the uASM. Firstly, the original uASM filter tool that allows you to extract both habitat and species assets and their ecosystem services. Secondly the Spatial Tool allows users to view Habitat assets and their ecosystem services spatially online using UKSeaMap as the basemap.

Organization: Marine Environmental Data & Information Network
2022-2024 FISP: Ecosystem Benefits of UK Oyster Aquaculture Sites Avon Underwater Imagery Survey

As part of the Fisheries Industry Science Partnerships (FISP) project âEcosystem Benefits of UK Oyster Aquaculture Sitesâ, project partners Tethys Oysters Ltd. / Atlantic Edge Oysters Ltd., Envision Marine Ltd. and the University of Essex have collaborated in a research project to determine ecosystem benefits provided by oyster aquaculture by measuring biodiversity and denitrification activity at a variety of sites in England and Wales. Surveys were undertaken by ENVISION in 2023 to measure the biodiversity associated with three oyster farms and one naturalised rock oyster reef in comparison to control sites with similar environmental conditions, as well as ecosystem function (nitrification/denitrification activity) at these sites. Recognising the importance of conservation and restoration of native oyster populations, surveys were also carried out in 2022 and 2023 to measure oyster abundance and associated biodiversity at an historic native oyster site, commercially restocked with native oysters in 2021. Survey works included recording of underwater imagery, sediment sampling, oyster dredging and ecosystem function sampling. Underwater camera systems were used to record the diversity of biota around the oysters during submersion. Sediment samples were taken for measurement of diversity of macrofauna, particle size distribution and total organic carbon, and the ecosystem function testing involved sampling of sediment and swabs of oysters/hard surfaces to determine the abundance and activity of denitrifying/nitrifying microorganisms on oyster site substrates, through genomic analysis. The results of the denitrification and biodiversity services provided by oyster aquaculture were communicated to consumers, industry and decision makers to increase understanding and promote awareness of the ecosystem benefits provided by aquaculture.

Organization: Marine Environmental Data & Information Network
2022 Natural Resources Wales Skomer MCZ Zooplankton survey

Time series of consistent plankton samples taken using a Zooplankton net (200um mesh) from a single point on the North side of Skomer Marine Conservation Zone (MCZ). The net is hauled vertically from 40m and the methods used are designed to replicated the methods used by PML at the L4 plankton sampling station.

Organization: Marine Environmental Data & Information Network
Coastal fish survey, western North Sea, September 2022 (FSS: COASTSHRMM)

A one-off survey was conducted between 26 and 27 September 2022 to sample fish 
populations, at inshore locations off Clacton and Frinton, Essex. Sites were 
generally comprised of sandy sediments that could be sampled effectively using 
a beach seine net, and in total seven locations were successfully sampled.

Organization: Marine Environmental Data & Information Network
Western Channel sole and plaice beam trawl survey 2022

The main aim of the Western Channel sole and plaice survey is to show trends 
in the distribution, abundance and age composition of sole (*Solea solea*) 
and plaice (*Pleuronectes platessa*), and to provide some information on 
bycatch species in the Western English Channel (ICES Division 7e). At each 
station sampled, shot and haul, positional, depth and times information were 
recorded, and for all species of fish and shellfish length distribution data 
were taken. Otoliths were collected from sole and plaice to provide individual 
age at length information.

Up until 2020 the survey time-series (2003 onwards) was funded as part the 
Fisheries Science Partnership (FSP) programme.

Organization: Marine Environmental Data & Information Network
Data Collection Regulation Survey, Qtr 1 (FSS: DCRDC)

Six surveys of a series to collect biological data on fish stocks in support 
of the EU Data Collection Regulation (DCR). Fishing was undertaken using a 
Portuguese High Headline Trawl (PHHT) and 4m Beam Trawl, using a subset of the 
station grid previously fished on Cefas Celtic Sea Groundfish Surveys. The 
station grid was not a fixed target and was deviated from as dictated by 
weather, catch rates and/or sampling needs.

Organization: Marine Environmental Data & Information Network
North Sea Groundfish Survey, Qtr 4 (FSS: IBTS4E)

Approximately 70 core trawl stations are completed annually to provide 
distribution and stock composition estimates for fish species. Station, catch, 
length (all species) and biological data (selected species) are collected 
using research vessels and GOV trawls. Benthic catches are also recorded. The 
surveys are carried out in support of EU data regulations and as part of the 
Internation Bottom Trawl survey. Additional aims include collection of water 
temperature, salinity and litter data.

Organization: Marine Environmental Data & Information Network
Thames Bass Survey, FV Ina K (FSS: INAKTHAMES)

To provide abundance indices of 0-2 year old bass in the Thames area. Annual 
survey taking place in November each year using the standard Cefas bass trawls 
(deployed port and starboard). This survey was co-funded and co-staffed by the 
Environment Agency.

Station, catch, length (for all species) and biological data (for bass) was 
collected for each of the annual surveys.

Organization: Marine Environmental Data & Information Network
North Sea Groundfish Survey, Qtr 1 (FSS: IBTS1E)

Station, catch, length (all species) and biological data (selected species) 
for each of the annual surveys covering the North Sea using research vessels 
and GOV trawls in support of EU data regulations and as part of the 
International Bottom Trawl survey. Additional aims include collection of 
benthic, water temperature and salinity and litter data.

Organization: Marine Environmental Data & Information Network
North Sea Groundfish Survey, Qtr 3 (FSS: IBTS3E; NSGFS)

75 core trawl stations are completed annually, to provide distribution and 
stock composition estimates for fish species. Station, catch, length (all 
species) and biological data (selected species) are collected using research 
vessels and GOV trawls. Benthic catches are also recorded. These annual 
surveys (ongoing) are carried out in support of EU data regulations and as 
part of the International Bottom Trawl survey. Additional aims include 
collection of water temperature, salinity and litter data.

Organization: Marine Environmental Data & Information Network
North West Groundfish Survey, Qtr 3 (FSS: NWGFS)

Station, catch, length (all species) and biological data (selected species) 
for each of the annual surveys in the Irish Sea and Bristol Channel using 
research vessels and 4m beam trawls. Data mainly used to create indices of 
abundance in support of EU data regulations and as part of an ICES funded 
research program. Additional aims include collection of benthic, litter, water 
temperature and salinity and acoustic data.

Organization: Marine Environmental Data & Information Network
Historic Arctic Survey Series

*Gadus morhua* (Atlantic Cod) stocks in the Barents Sea are currently at 
levels not seen since the 1950s. Causes for the population increase last 
century, and understanding of whether such large numbers will be maintained in 
the future, are unclear. To explore this, we digitised and interrogated 
historical cod catch and diet datasets from the Barents Sea. Data includes 
temporal and spatial information, cod catch data and length distributions, and 
hydrographic data.

Organization: Marine Environmental Data & Information Network
Western Channel sole and plaice beam trawl survey 2023

The main aim of the Western Channel sole and plaice survey is to show trends 
in the distribution, abundance and age composition of sole (*Solea solea*) 
and plaice (*Pleuronectes platessa*), and to provide some information on 
bycatch species in the Western English Channel (ICES Division 7e). At each 
station sampled, shot and haul, positional, depth and times information were 
recorded, and for all species of fish and shellfish length distribution data 
were taken. Otoliths were collected from sole and plaice to provide individual 
age at length information.

Up until 2020 the survey time-series (2003 onwards) was funded as part the 
Fisheries Science Partnership (FSP) programme.

Organization: Marine Environmental Data & Information Network