cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7488/ds/1961
title: Graffiti around University of Edinburgh

description: This dataset maps the location of anti-social graffiti around the University of Edinburgh’s central campus. The data was collected over a 2 week period between the 19th May and the 2nd June 2014. The data was collected using a smartphone through an app called Fieldtrip GB (http://fieldtripgb.blogs.edina.ac.uk/). Multiple asset collectors were deployed to use a pre-defined data collection form which allowed users to log the following attributes: Date / Name of asset collector / Type of graffiti (image/tag/words/advert/…..) / What the graffiti was on (building/wall/lamppost/….) / What medium was used (paint/paper/chalk/….) / Density of graffiti / Photograph / Location. The data is by no means complete and realistically captured only around 50% of the graffiti in the study area. It is hoped that this dataset will be updated every 3 months to chart the distribution of graffiti over time. data was collected using the app Fieldtrip GB Once collected, data from multiple asset collectors was merged in FtGB’s authoring tool and exported as a CSV file. This was then imported into QGIS and saved as a vector dataset in ESRI Shapefile format. GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2014-06-06 and migrated to Edinburgh DataShare on 2017-02-22.
description: ESRI Shapefile
DOI: 10.7488/ds/1783
title: 25m contours of Great Britain

description: The data is presented in OSGB coords and is free to use and distribute. Contours were derived from 90m SRTM data that was cleaned and had holes patched. The contours were created in ArcMap at 25m intervals. The data does not include the Shetland Islands as SRTM data becomes unreliable at 60N. The cell size is close to 90m. Contours were derived from Level one 90m SRTM data. SRTM data was cleaned and holes were filled. Contours were created in ESRI ArcGIS. SRTM data was collected by NASA in February 2000. GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2010-10-29 and migrated to Edinburgh DataShare on 2017-02-21.
description: ESRI Shapefile
DOI: 10.7488/ds/1966
title: Landcover Classification of Luambe National Park, Zambia

description: Luambe National Park (LNP) is a small, remote and relatively undeveloped national park in the Luangwa Valley, eastern Zambia. Baseline ecological data have been lacking and few publications relating to the ecology of the national park and surrounding game management area (GMA) exist. The aim of this work was to produce an accurate landcover classification that could be used as a baseline dataset for monitoring ecological health in the park. Fuzzy set theory was used to classify remotely sensed Landsat 7 ETM+ imagery with a spatial resolution of 30m. A ground survey to collect training and test data was conducted in August and September 2005. The most recent L1G Landsat dataset was obtained from the Global Land Cover Facility maintained by the University of Maryland (acquisition date 04/10/2001, path 170, row 069, cloud cover 0%). Bands one, two, three, four, five and seven were used for the classification. Erdas Imagine 8.4 (Leica Geosystems AG, Atlanta, USA) was used to perform a supervised classification using the maximum likelihood classifier with activation of the fuzzy classification function. The eight-layered output dataset was then processed to a single-layer hard classification using the fuzzy convolution facility. An error matrix was produced and producer’s and user’s accuracies calculated for each class. Nine landcover classes were identified and the overall accuracy of the classification was 71.2% (95% CI: 65.3-76.7%). The overall kappa statistic was 0.67 and the estimator of kappa (KS) for stratified random sampling was 0.74. This dataset contains the landcover classification for the national park area only. The dataset for the national park and surrounding game management areas can be found using the identifier http://hdl.handle.net/10672/607. Developed as part of Neil Anderson’s thesis entitled ‘An Investigation into the Ecology of Trypanosomiasis in the Luangwa Valley, Zambia’ (PhD thesis, University of Edinburgh 2009). Landsat imagery was processed using Erdas Imagine 8.4 (Leica Geosystems AG, Atlanta, USA). Funding was provided by the Royal Zoological Society of Scotland and the United Kingdom Department for International Development Animal Health Programme (DFID-AHP). Other. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2014-09-24 and migrated to Edinburgh DataShare on 2017-02-22.
description: GeoTIFF
DOI: 10.7488/ds/1841
title: Edinburgh Registration District Boundaries from 1902

description: Edinburgh Registration District Boundaries from 1902 - Drawn as part of the Visualising Urban Geographies project - view other versions of the map at: http://geo.nls.uk/urbhist/resources_boundaries.html The data is in British National Grid. GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2011-06-01 and migrated to Edinburgh DataShare on 2017-02-21.
DOI: 10.7488/ds/1413
title: High-pressure phase transitions in rubidium and caesium hydroxides

description: A computational investigation of the high-pressure phase sequence of the heaviest alkali hydroxides, RbOH and CsOH, shows that the phase diagram of both compounds is richer than hitherto thought. First-principles calculations suggest, based on energetics and comparisons to experimental diffraction and spectroscopy signatures, that the high-pressure phase RbOH-VI, stable above 6 GPa in experiment, should be assigned the KOH-VI structure type, and features localised hydrogen-bonded (OH)4 units. Meanwhile, a new high-pressure phase CsOH-VII is predicted to be stable above 10 GPa in an isosymmetric phase transition that, like RbOH-VI, marks the transition from layered to three-dimensional network structures under increased compression. Both new phases highlight an unexpected flexibility of hydrogen bond network formation in a series of compounds that seemingly only vary in the cation size, and potential consequences for similar systems, such as water-carrying minerals, are discussed briefly.
description: See readme file.
DOI: 10.7488/ds/1440
title: ARCHER CSE Performance Data and Service Report: Q3 2015

description: Data from SAFE (https://www.archer.ac.uk/safe) and Quarter 3 2015 Service Report from ARCHER Computational Science and Engineering Service. These contain data on usage and performance of the ARCHER CSE Service for Quarter 3 2015 (July - September 2015).
DOI: 10.7488/ds/2000
title: Datasets for Kufcsak et al Optics Express paper "Time-resolved spectroscopy at 19,000 lines per second using a CMOS SPAD line array enables advanced biophotonics applications"

description: A SPAD-based line sensor fabricated in 130 nm CMOS technology capable of acquiring time-resolved fluorescence spectra (TRFS) in 8.3 milliseconds is presented. To the best of our knowledge, this is the fastest time correlated single photon counting (TCSPC) TRFS acquisition reported to date. The line sensor is an upgrade to our prior work and incorporates: i) parallelized interface from sensor to surrounding circuitry enabling high line rate to the PC (19,000 lines/s) and ii) novel time-gating architecture where detected photons in the OFF region are rejected digitally after the output stage of the SPAD. The time-gating architecture was chosen to avoid electrical transients on the SPAD high voltage supplies when gating is achieved by excess bias modulation. The time-gate has an adjustable location and time window width allowing the user to focus on time-events of interest. On-chip integrated center-of-mass (CMM) calculations provide efficient acquisition of photon arrivals and direct lifetime estimation of fluorescent decays. Furthermore, any of the SPC, TCSPC and on-chip CMM modes can be used in conjunction with the time-gating. The higher readout rate and versatile architecture greatly empower the user and will allow widespread applications across many techniques and disciplines. Here we focused on 3 examples of TRFS and time-gated Raman spectroscopy: i) kinetics of chlorophyll A fluorescence from an intact leaf; ii) kinetics of a thrombin biosensor FRET probe from quenched to fluorescence states; iii) ex vivo mouse lung tissue autofluorescence TRFS; iv) time-gated Raman spectroscopy of toluene at 3056 cm-1 peak. To the best of our knowledge, we detect spectrally for the first time the fast rise in fluorescence lifetime of chlorophyll A in a measurement over single fluorescent transient.
DOI: 10.7488/ds/1838
title: Edinburgh Registration District Boundaries from 1890

description: Edinburgh Registration District Boundaries from 1890 - Drawn as part of the Visualising Urban Geographies project - view other versions of the map at: http://geo.nls.uk/urbhist/resources_boundaries.html The data is in British National Grid. GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2011-06-01 and migrated to Edinburgh DataShare on 2017-02-21.
DOI: 10.7488/ds/1578
title: Reference segmentations of white matter hyperintensities from a subset of 20 subjects scanned three consecutive years

description: This dataset contains structural magnetic resonance imaging (MRI)-derived data from 20 participants enrolled in the Alzheimer’s Disease Neuroimaging Initiative (ADNI) project. These data are probabilistic estimates maps of cerebrospinal fluid, grey matter and normal-appearing white matter, and binary masks of white matter hyperintensities (WMH), all obtained from MRI acquired at three consecutive study visits spaced 12 months apart.
description: Please see "ADNI_sample_20x3_WMH_Ground_Truth_segmentations.pdf".
DOI: 10.7488/ds/1949
title: Digimap 1 Day Workshop Materials

description: This plan is intended for a 1 day introductory workshop covering Digimap Ordnance Survey Collection. GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2014-04-10 and migrated to Edinburgh DataShare on 2017-02-22.
description: ESRI Shapefile
DOI: 10.7488/ds/1950
title: Digimap 1 hour Workshop Materials

description: This plan is intended for a 1 hour introductory workshop covering Digimap Ordnance Survey Collection. GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2014-04-10 and migrated to Edinburgh DataShare on 2017-02-22.
description: ESRI Shapefile
DOI: 10.7488/ds/1951
title: Digimap 2 hour Workshop Materials

description: This plan is intended for a 2 hour introductory workshop covering Digimap Ordnance Survey Collection. GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2014-04-10 and migrated to Edinburgh DataShare on 2017-02-22.
description: ESRI Shapefile
DOI: 10.7488/ds/1958
title: London Congestion Charge Zones

description: This dataset describes the congestion charging zones for London. The zip contails the current zone and the Western Extension which was active between 2007-2011. It also shows small zones outside of the congestion zone where residents qualify for a 90% discount. More information on the history of the congestion charge and it's zones can be found here: http://en.wikipedia.org/wiki/London_congestion_charge. extracted from https://maps.google.co.uk/maps/ms?gl=uk&ptab=2&ie=UTF8&oe=UTF8&msa=0&msid=205941419246931266022.000497ed27dc9a2a1b0fb&dg=feature and then modified in QGIS to separate out the kmz file and break it up into the central and western extension zones. GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2014-05-08 and migrated to Edinburgh DataShare on 2017-02-22.
description: ESRI Shapefile
DOI: 10.7488/ds/1863
title: River Flow gauges for Great Britain

description: The stations represented in this dataset form the HIFlows UK network of gauging stations, a subset of the national framework of gauges. This data may not be complete, it may not show river stage gauges either. Data may only be accurate to 10m. The data is in British National Grid. valid Dec 2010. GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2010-12-20 and migrated to Edinburgh DataShare on 2017-02-21.
DOI: 10.7488/ds/1890
title: Recorded crime in England and Wales 2010-11

description: This data shows the recored crime in England and Wales for 2010-11. Crimes are listed against the police force areas and are broken down into broad categories such as crimes against persons, burglary, sexual crimes (sexual assault, rape, exposure), fraud, drugs and robbery. This data was sourced from Home Office (http://www.homeoffice.gov.uk/publications/science-research-statistics/research-statistics/crime-research/hosb1011/) and then manipulated in excel and joined with Police Force areas dataset from ShareGeo (http://hdl.handle.net/10672/313) in a GIS. Data is in shapefile format. GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2012-08-24 and migrated to Edinburgh DataShare on 2017-02-21.
description: ESRI Shapefile
DOI: 10.7488/ds/1891
title: World Rape Statistics

description: This dataset shows the statistics for reported rapes for the period 2003 - 2010 by country. The data also shows the rate expressed as rapes per 100,000 people. The "latest" column shows the most recent rate per country. It is important to note that this dataset only shows recorded rates and many countries do not publish this information (recorded as zero). Of course, rape is not always reported so actual instances may be much higher. Data sourced from http://en.wikipedia.org/wiki/Rape_statistics and country boundaries from http://www.sharegeo.ac.uk/handle/10672/124. GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2012-09-13 and migrated to Edinburgh DataShare on 2017-02-21.
description: ESRI Shapefile
DOI: 10.7488/ds/1842
title: Edinburgh Municipal Ward Boundaries from 1865

description: Edinburgh Municipal Ward Boundaries from 1865- Drawn as part of the Visualising Urban Geographies project - view other versions of the map at: http://geo.nls.uk/urbhist/resources_boundaries.html The data is in British National Grid. GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2011-06-01 and migrated to Edinburgh DataShare on 2017-02-21.
DOI: 10.7488/ds/1960
title: Listed Buildings of Edinburgh New and Old town

description: This data represents the distribution of Category A listed buildings around the centre of Edinburgh. Attribute data is very sparse, just the address of the listed building is given. data sourced from: http://en.wikipedia.org/wiki/List_of_Category_A_listed_buildings_in_the_New_Town,_Edinburgh and http://en.wikipedia.org/wiki/List_of_Category_A_listed_buildings_in_the_Old_Town,_Edinburgh wchich have been exported to KML and transformed into shapefile and then combined into 1 file. GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2014-06-02 and migrated to Edinburgh DataShare on 2017-02-22.
description: ESRI Shapefile
DOI: 10.7488/ds/1843
title: Edinburgh Municipal Ward Boundaries from 1882-

description: Edinburgh Municipal Ward Boundaries from 1882- Drawn as part of the Visualising Urban Geographies project - view other versions of the map at: http://geo.nls.uk/urbhist/resources_boundaries.html The data is in British National Grid. GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2011-06-01 and migrated to Edinburgh DataShare on 2017-02-21.
DOI: 10.7488/ds/1845
title: Edinburgh Municipal Ward Boundaries from 1890

description: Edinburgh Municipal Ward Boundaries from 1890 - Drawn as part of the Visualising Urban Geographies project - view other versions of the map at: http://geo.nls.uk/urbhist/resources_boundaries.html The data is in British National Grid. GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2011-06-01 and migrated to Edinburgh DataShare on 2017-02-21.
DOI: 10.7488/ds/1846
title: Edinburgh Municipal Ward Boundaries from 1896/97

description: Edinburgh Municipal Ward Boundaries from 1896/97 - Drawn as part of the Visualising Urban Geographies project - view other versions of the map at: http://geo.nls.uk/urbhist/resources_boundaries.html The data is in British National Grid. GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2011-06-01 and migrated to Edinburgh DataShare on 2017-02-21.
DOI: 10.7488/ds/1963
title: Broad Rental Market Areas (England)

description: Broad Rental Market Areas (BRMAs) are the geographical areas used to determine Local Housing Allowance (LHA) rates. This dataset covers England only. Please see the Doc folder for more details. Released by the Valuation Office Agency on 16/09/2014 via correspondence (enclosed). GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2014-09-16 and migrated to Edinburgh DataShare on 2017-02-22.
description: ESRI Shapefile
DOI: 10.7488/ds/1965
title: Broad Rental Market Areas (Wales)

description: Broad Rental Market Areas (BRMAs) are the geographical areas used to determine Local Housing Allowance (LHA) rates. This dataset covers Wales only. Please see the Doc folder for more details. Released by Rent Officers Wales (part of the Housing Division of the Welsh Government) on 23/09/2014 via correspondence (enclosed). GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2014-09-24 and migrated to Edinburgh DataShare on 2017-02-22.
description: ESRI Shapefile
DOI: 10.7488/ds/1962
title: Global Food Expenditure 2012

description: This dataset shows the expenditure on food and drink by country. Information is given on expenditure as a percentage of total income and in dollars. what you can see from the data is areas where upto 50% of total household expenditure is devoted to food. These areas tend to be poorer developing nations in Africa. The developed countries spend less, as a percentage, on food, but obviously much more in terms of actual dollars. The data was sourced from the USDA Economic Research Service (http://www.ers.usda.gov/) and there is an interesting article here (http://www.vox.com/2014/7/6/5874499/map-heres-how-much-every-country-spends-on-food). The data was a flat excel document and has been linked to geographical boundaries in ArcGIS in order to display the data as map. GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2014-07-08 and migrated to Edinburgh DataShare on 2017-02-22.
description: ESRI Shapefile
DOI: 10.7488/ds/1964
title: Scottish Independence Referendum 2014

description: this dataset shows the results of the 2014 referendum on Scottish Independence which took place on the 18th September 2014. The data is broken down into the geographical areas such as Edinburgh, Midlothian, Fife and the Highlands. The data shows the number of Yes/No votes, the percentage and the difference between the two (positive depicts a No win). It is interesting to note that anyone over the age of 16 was eligible to vote, a change to the normal over 18 policy in general elections. Turnout was high with 84.6% of those eligible voting. The data was sourced from: http://www.cityam.com/1411046935/who-won-where-how-scottish-councils-voted-independence-referendum-results-map and then combined with Boundary Data from the OS Opendata that provided the geographical boundaries. Another good source of info and maps is http://www.bbc.co.uk/news/uk-scotland-scotland-politics-29255449. GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2014-09-24 and migrated to Edinburgh DataShare on 2017-02-22.
description: ESRI Shapefile
DOI: 10.7488/ds/1787
title: 50m contours of Great Britain

description: The data is presented in OSGB coords and is free to use and distribute. Note: this is a corrected version (as of 30th Sept 2009) that includes the 50m contour. Contours were derived from 90m SRTM data that was cleaned and had holes patched. The contours were created in ArcMap at 50m intervals. The data does not include the Shetland Islands as SRTM data becomes unreliable at 60N. The cell size is close to 90m. Contours were derived from Level one 90m SRTM data. SRTM data was cleaned and holes were filled. Contours were created in ESRI ArcGIS. GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2010-06-30 and migrated to Edinburgh DataShare on 2017-02-21.
description: ESRI Shapefile
DOI: 10.7488/ds/1725
title: Strategic Health Authority (SHA) Boundaries (2006)

description: The 10 Strategic Health Authority Boundaries in Shapefile format as defined in 2006. Derived from OS Boundary-Line data from Digimap and defined by the information available on the NHS web site at http://www.nhs.uk/aboutnhs/HowtheNHSworks/authoritiesandtrusts/Pages/authoritiesandtrusts.aspx. Based on table at: http://www.nhs.uk/aboutnhs/HowtheNHSworks/authoritiesandtrusts/Documents/TablleofSHAsFeb09.pdf and map at: http://www.nhs.uk/aboutnhs/HowtheNHSworks/authoritiesandtrusts/Documents/MapofSHAsFeb09.pdf and OS boundary regions. GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2010-06-30 and migrated to Edinburgh DataShare on 2017-02-20.
description: ESRI Shapefile
DOI: 10.7488/ds/1930
title: Scottish Distilleries

description: The locations of Scottish whisky distillers, adapted from original GPX POI. GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2010-09-03 and migrated to Edinburgh DataShare on 2017-02-22.
description: ESRI Shapefile
DOI: 10.7488/ds/1959
title: Landsat 8 - South-East Scotland July 2013

description: This is a NASA Landsat 8 image of the South-east of Scotland which was acquired on 06/07/2013. You can view the metadata for this record here: http://glovis.usgs.gov/ImgViewer/showmetadata.cgi?scene_id=LC82040212013187LGN00 The image has 3.8% cloud cover and a quality rating of 9. This image is 32bit and will load in many GIS but may not load in standard image viewers. Downloaded from glovis.usgs.gov portal and manipulated into a true-color image using QGIS 2.2. Bands 2/3/4 where used to make the true-color image. Please reference Landsat NASA as the data source when using this dataset using the following: Landsat8 image (LC82040212013187LGN00), NASA 2013. Aerial or Satellite Imagery. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2014-05-29 and migrated to Edinburgh DataShare on 2017-02-22.
description: GeoTIFF
DOI: 10.7488/ds/1847
title: Edinburgh Municipal Ward Boundaries from 1900/01

description: Edinburgh Municipal Ward Boundaries from 1900/01- Drawn as part of the Visualising Urban Geographies project - view other versions of the map at: http://geo.nls.uk/urbhist/resources_boundaries.html The data is in British National Grid. GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2011-06-01 and migrated to Edinburgh DataShare on 2017-02-21.
DOI: 10.7488/ds/1848
title: Edinburgh Municipal Ward Boundaries from 1902

description: Edinburgh Municipal Ward Boundaries from 1902 - Drawn as part of the Visualising Urban Geographies project - view other versions of the map at: http://geo.nls.uk/urbhist/resources_boundaries.html The data is in British National Grid. GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2011-06-01 and migrated to Edinburgh DataShare on 2017-02-21.
DOI: 10.7488/ds/1849
title: Edinburgh Cooperative Building Company -Edinburgh Colonies 1863/1907

description: Edinburgh Cooperative Building Company -Edinburgh Colonies 1863/1907 - Drawn as part of the Visualising Urban Geographies project - view other versions of the map at: http://geo.nls.uk/urbhist/resources_boundaries.html The data is in British National Grid. GIS vector data. This dataset was first accessioned in the EDINA ShareGeo Open repository on 2011-06-01 and migrated to Edinburgh DataShare on 2017-02-21.