cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5255/ukda-sn-7432-3
title: Growing Up in Scotland: Cohort 2, Sweeps 1-3, 2011-2015: Special Licence Access
title: Growing Up in Scotland, 2005-
title: GUS

description: &lt;p&gt;The &lt;em&gt;Growing Up in Scotland&lt;/em&gt; (GUS) study is a large-scale longitudinal social survey which follows the lives of several groups of Scottish children from infancy through childhood and adolescence, and aims to provide important new information on young children and their families in Scotland. The study forms a central part of the Scottish Government's strategy for the long-term monitoring and evaluation of its policies for children, with a specific focus on the early years. Unlike other similar cohort studies, this survey has a specifically Scottish focus. A key objective of GUS is to address a significant gap in the evidence base for early years policy monitoring and evaluation. The study seeks both to describe the characteristics, circumstances and experiences of children in their early years (and their parents) in Scotland and, through its longitudinal design, to generate a better understanding of how children's start in life can shape their longer term prospects and development.&lt;br&gt; &lt;br&gt; Since 2005 fieldwork and analysis have been undertaken by ScotCen Social Research in collaboration with the Centre for Research on Families and Relationships, based at the University of Edinburgh and the MRC/CSO Social and Public Health Sciences Unity. The survey design consisted of recruiting an initial total of 8,000 parents in 2005, comprising two cohorts of children (5,000 from birth, 3,000 from age two years and ten months), and then interviewing parents annually until their child reached age five years ten months. Further fieldwork was undertaken with the birth cohort when the children were just under eight years old. A new birth cohort comprising a little over 6000 children was recruited in 2011. This dataset contains information collected from the second birth cohort.&lt;br&gt; &lt;br&gt; Further information about the survey may be found on the &lt;a title="Growing Up in Scotland" href="http://www.growingupinscotland.org.uk/"&gt;Growing Up in Scotland&lt;/a&gt; web site.&lt;br&gt; &lt;br&gt; &lt;em&gt;Special Licence data&lt;/em&gt;&lt;br&gt; Following a statistical disclosure review of these data by the Depositor they have been re-classified as Special Licence (SL). &lt;br&gt; &lt;br&gt; &lt;em&gt;Removal of Geographical Variables and Spatial Unit Variable&lt;/em&gt;&lt;br&gt; As of February 2018, at the data owner's request, the variables recording the 15% most deprived data zones, the 8 fold urban-rural classification and the Health Boards have been removed from all sweeps (where included). The variables removed are:&lt;/p&gt;
&lt;ul&gt;&lt;li&gt;Sweep 1: ALaLow15, ALaHBdBc;&lt;/li&gt;&lt;li&gt;Sweep 2: ALcLow15, ALcURin1, ALcHBdBc.&lt;/li&gt;&lt;/ul&gt;
&lt;p&gt;&lt;em&gt;New edition information&lt;/em&gt;&lt;br&gt;For the third edition (August 2018), data and documentation for Sweep 3 were added to the study.&lt;/p&gt;
DOI: 10.25549/inscriptifact-ouc110598349
title: Persepolis Fortification Anepigraphic Tablet 0844.106, PFAnep 0844.106

description: [Text Description:] Administrative text with seal PFUTS 0032s. ❧ [Text or Publication Number Note:] PFAnep 0844.106, PFUT 0844-106 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impression PFUTS 0032s on obverse.
DOI: 10.25549/inscriptifact-ouc110602010
title: Persepolis Fortification Aramaic Text 448, PFAT 448

description: [Text Description:] Administrative text with seals PFATS 0067, illegible seal ❧ [Text or Publication Number Note:] PFAT 448, Bowman 448 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0067 on reverse. Illegible seal impression on flat edge.
DOI: 10.25549/inscriptifact-ouc110598343
title: Persepolis Fortification Anepigraphic Tablet 0844.106, PFAnep 0844.106

description: [Text Description:] Administrative text with seal PFUTS 0032s. ❧ [Text or Publication Number Note:] PFAnep 0844.106, PFUT 0844-106 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impression PFUTS 0032s on obverse.
DOI: 10.15468/dl.b7vx7x
title: Occurrence Download

description: A dataset containing 31290590 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 31290590 records from 2917 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015215-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zs9ane
title: Occurrence Download

description: A dataset containing 559 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Viburnum ternatum Rehder)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 559 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009959-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7488/07dd3f04-b4df-432f-a223-76cb040ebb42
title: Decentralised Digital Economy (DECaDE) - ORAgen Interview Study

description: DECaDE ORAgen interview research study. 

Data can be used by DECaDE research staff at the University of Edinburgh 
and University of Surrey in developing academic reports, journal articles and presentations only. 

Data will be stored on secure University of Edinburgh data storage indefinitely (subject to review every three years
DOI: 10.15468/dl.n835br
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Viburnum coriaceum Blume)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 150 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009960-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3g78ay
title: Occurrence Download

description: A dataset containing 7474966 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Oceania",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 1900-2025"
 ]
}

 The dataset includes 7474966 records from 528 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009953-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wbpreq
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Helogale hirtula Thomas, 1904"
 ]
}

 The dataset includes 88 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009961-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g6663x
title: Occurrence Download

description: A dataset containing 4236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Viburnum cylindricum Buch.-Ham. ex D.Don)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4236 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009962-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc299bts
title: CCDC 2124145: Experimental Crystal Structure Determination

description: Related Article: Rhys W. Lodge, William J. Cull, Andreas Weilhard, Stephen P. Argent, Jesum Alves Fernandes, Andrei N. Khlobystov|2025|Nanoscale|17|10105|doi:10.1039/D4NR04150J
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2l5ddl
title: CCDC 2388469: Experimental Crystal Structure Determination

description: Related Article: Nalan Korkmaz Cokol, Fevzi Can Inyurt, İpek Öktem, Ertan Sahin, Ozlem Sari, Cagatay Dengiz, Metin Balci|2025|J.Org.Chem.|90|4675|doi:10.1021/acs.joc.5c00106
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2mc99m
title: CCDC 2423930: Experimental Crystal Structure Determination

description: Related Article: C.S. Vojvodin, S.T. Holmes, C.E.A. Kirschhock, D.A. Hirsh, I. Huskić, S. Senanayake, L. Betancourt, W. Xu, E. Breynaert, T. Frisčić, R.W. Schurko|2025|J.Appl.Crystallogr.|58|333|doi:10.1107/S1600576725001360
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.efnfrz
title: Occurrence Download

description: A dataset containing 997506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 1989",
 "HasCoordinate is true",
 "BasisOfRecord is Human Observation",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 997506 records from 547 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009955-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7a7xm3
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Resinicium pinicola (J.Erikss.) J.Erikss. & Hjortstam"
 ]
}

 The dataset includes 91 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009967-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7t3hfa
title: Occurrence Download

description: A dataset containing 193 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alsodes nodosus (Duméril & Bibron, 1841)"
 ]
}

 The dataset includes 193 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009966-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdgsnu
title: Occurrence Download

description: A dataset containing 20245188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2023",
 "HasCoordinate is true",
 "BasisOfRecord is Human Observation",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 20245188 records from 11185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009957-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czp7ug
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Camptostoma obsoletum)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028950-250802193616735/datasets/export for details.
DOI: 10.15468/dl.6ja4pn
title: Occurrence Download

description: A dataset containing 1771 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Burkina Faso",
 "BasisOfRecord is one of (Occurrence evidence, Human Observation)",
 "HasCoordinate is true",
 "Elevation is greater than or equal to -1000m",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 1771 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028953-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xvcu2
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AEN2188"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028951-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vu5vbu
title: Occurrence Download

description: A dataset containing 843 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Spiloptila clamans)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 843 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028954-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fax8q4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Camptostoma obsoletum)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028952-250802193616735/datasets/export for details.
DOI: 10.5255/ukda-sn-857976
title: Centre for Climate Change and Social Transformations: Cardiff Travel Survey, Wave 5, 2025

description: The Cardiff Travel Survey is a longitudinal survey that aims to (a) establish current and previous (before the coronavirus outbreak) travel habits; (b) explore how travel-related attitudes, social norms and perceptions change over time; and (c) examine the interplay between individual (perceptual) and environmental (infrastructural) factors in travel mode choice, in particular in relation to the uptake of active travel such as walking and cycling in the City of Cardiff, Wales.

The Cardiff Travel Survey 2025 (Wave 5) is an opportunity sample that was collected in 2025 (n=470) by the Centre for Climate Change and Social Transformations (CAST), and is the fifth of a longitudinal series of surveys to be held annually for the duration of the centre. Data for the Cardiff Travel Survey 2025 were collected between 29 April 2024 and 29 June 2025.
Participants of the 2023 and 2024 Cardiff Travel Survey who consented (n=1,324) were recontacted via email to invite them to take part in the 2025 survey, of which n=90 were undeliverable. The survey was not further advertised, and no other recruitment methods were used.

The survey was hosted on the Qualtrics online survey platform and was available in both English and Welsh. Inclusion criteria were that participants had to be at least 18 years of age and live in or travel regularly to Cardiff.

The English version of the survey was completed by 500 respondents and the Welsh version by 10 respondents. Incomplete responses (n=29), defined as those without any answers beyond socio-demographic, were also removed from the dataset. A further 11 respondents did not complete the first section on current travel behaviours and were also removed. This left a final sample of n=470 adults. Participants were asked to create a unique code that can be used to match this survey to previous and future surveys without revealing their identity.

Main topic areas of the questionnaire were: Demographics, Travel behaviours, Physical activity, Physical health and mental wellbeing, Perceptions of infrastructure and environmental quality, Travel-related social identity, Attitudes to active travel, Active travel-related social norms, Support for active travel policies, and Unique ID."
DOI: 10.5281/zenodo.16779339
title: International Summer School on Non-Target Metabolomics - Group 2 - Skin Swabs

description: 4th International Summer School on - NON-TARGET METABOLOMICS DATA MINING FOR EXPOSOMICS AND NATURAL PRODUCTS RESEARCH

GROUP 2This is the dataset for group 2 based on clinical exposome samples: Skin swabs and blood samples.
DOI: 10.15493/somisana.26032025
title: SACOFS-West Hindcast coastal ocean model dataset of temperature, salinity and currents for False Bay, Table Bay and St Helena Bay from 1993 to 2019

description: This dataset supports research and operational oceanography through hindcast ocean simulations for the South African west coast using the CROCO model.
description: The South African Coastal Ocean Forecast System West (SACOFS) is run using the Coastal and Regional Ocean COmmunity (CROCO) modelling system. The SACOFS-West model domain encompasses St. Helena Bay, Table Bay and False Bay, located on the west coast of South Africa (14.50° to 20.00° E and -36.09°  to -29.13° S). The model curvilinear grid has a variable horizontal grid resolution (0.35 – 4 km) which increases toward the coast. The model has 30 terrain-following vertical levels. The output is saved as daily averages, in monthly NetCDF files spanning from January 1993 to December 2019.  Model output includes: averaged free-surface (zeta), averaged vertically integrated u-momentum component (ubar), averaged vertically integrated v-momentum component (vbar), averaged u-momentum component (u), averaged v-momentum component (v), averaged potential temperature (temp) and averaged salinity (salt).
description: The simulation was developed using the Coastal and Regional Ocean COmmunity (CROCO) modelling system (https://www.croco-ocean.org/). The model configuration files can be found at https://github.com/SAEON/somisana-croco/tree/main/configs/sa_southeast_01/croco_v1.3.1, using compile options C01 and runtime options I01. Lateral open boundary conditions are interpolated from GLORYS12V1 (https://doi.org/10.48670/moi-00021). Surface forcing is interpolated from ERA5 (https://doi.org/10.24381/cds.adbb2d47). Model bathymetry is interpolated from SANHO (https://www.sanho.co.za/Default.htm).
DOI: 10.5281/zenodo.16779695
title: FractiScope & ParadiseWorld 7D AI: Fractal Peer Review Archive and Scientific Responses for Regenerative System Modeling

description: This repository offers a transparent archive of peer reviews and formal scientific responses for FractiScope and ParadiseWorld 7D AI — systems built to explore perpetual, multi-dimensional intelligence.

Inside:



Full, unedited peer feedback and response threads

Two new scientific protocols:• SEPP – Scientific Empirical Pairing Protocol• DAM – Dimensional Anchoring Methodology

Reproducible Python simulation snippets

A technical annex covering symbolic logic, archetypal libraries, and narrative projection math

Live examples using this very paper


🔶 Why It Matters

FractiScope demonstrates how 7D AI transforms current 4D AI (e.g., ChatGPT, Claude) from information assistants into immersive cognitive engines — projecting and navigating higher-layer realities grounded in data, reproducibility, and mythic logic.

By merging transparent review with reproducible science, this work lights the path for early adopters of higher-dimensional thinking.

🔶 Open Invitation

This is a living, evolving system. If you’re a peer reviewer, frontier scientist, or system builder, we invite you to participate.

📩 DM info@fractiai.com to join the transparent peer review process.
DOI: 10.15468/dl.qwfc48
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bahrain",
 "BasisOfRecord is one of (Occurrence evidence, Human Observation)",
 "HasCoordinate is true",
 "Elevation is greater than or equal to -1000m",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 33 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028956-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r5pxh6
title: Occurrence Download

description: A dataset containing 2261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Spilornis elgini)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 2261 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028957-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.