cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5255/ukda-sn-7780-1
title: Welsh Referendum Study, 2011
title: Welsh Election Studies (Wales Life and Times Studies), 2001-
title: WRS 2011

description:   The &lt;I&gt;Welsh Referendum Study, 2011&lt;/I&gt; examined the March 2011 referendum on greater devolution for Wales. Over 3,000 voters (the largest sample ever gathered by a political survey in Wales) were interviewed via the internet during the referendum campaign; the vast majority were then re-interviewed immediately after the vote. The study investigated the reasons for participation and vote choice in the referendum. The study was implemented as a two-wave panel survey, with fieldwork conducted via the internet by YouGov.&lt;br&gt;
&lt;br&gt;
Further information may be found on the &lt;a href="https://www.aber.ac.uk/en/interpol/research/research-projects/welshelectionstudy/" title="2011 Welsh Referendum Study and the 2011 Welsh Election Study"&gt;2011 Welsh Referendum Study and the 2011 Welsh Election Study&lt;/a&gt; website.&lt;/br&gt;
DOI: 10.25346/s6eecgix/yyhi67
title: msXL_323r_48_29.jpg
DOI: 10.5255/ukda-sn-7785-1
title: Employment Pathways of Workers after the Closure of MG Rover at Longbridge, 2005-2008: a Longitudinal Study

description: This is a mixed-methods data collection. This project aimed to understand how the loss of employment at Longbridge has affected former MG Rover workers, their families and their neighbourhoods. It examined the processes of adjustment and change using a holistic approach. This approach included looking at loss of job and subsequent work trajectories, the impacts on household’s income, well-being, migration and commuting as well as the wider 'ripple effect' for their neighbourhoods. &lt;br&gt; &lt;br&gt; Specific objectives comprise:&lt;br&gt; &lt;br&gt; 1. To collate evidence related to the economic and social impacts of the closure;&lt;br&gt; &lt;br&gt; 2. To use this evidence to evaluate the differential impact of change;&lt;br&gt; &lt;br&gt; 2. To consider the role of community resilience through networks in minimising the impact of manufacturing decline;&lt;br&gt; &lt;br&gt; 4. To evaluate agency intervention in dealing with the impacts of closure; and&lt;br&gt; &lt;br&gt; 5. To contribute to the discussion of policy and practice around effective intervention and strategies for areas affected by manufacturing decline.&lt;br&gt; &lt;br&gt; The research included a mix of quantitative and qualitative methods. The main body of the research consists in a third wave survey of around 300 ex-Rover workers using the methodology and sample used by the Work Foundation in its 2006 report. &lt;br&gt;
DOI: 10.5255/ukda-sn-7786-4
title: Twenty-First Century Evangelicals, 2010-2016: Special Licence Access
title: 21st Century Evangelicals

description: In 2010 the Evangelical Alliance began a major research programme which would enable it to understand more fully the lives and concerns of its constituency of Evangelical Christians across the United Kingdom. In 2010 over 17,000 people, connected in some way with evangelical churches and networks, completed a questionnaire about their beliefs, religious practices, opinions on political and moral questions and on their involvement and activism in the community. Over 12,500 of them defined themselves as Evangelical Christians. Paper questionnaires were distributed at major Christian events and festivals, and through a sample of Evangelical Alliance member churches across the UK.&lt;br&gt;
&lt;br&gt;
Subsequently a research panel, recruited in the first place from the 17,000 has been asked to take part in online surveys four times each year, with each wave of the survey concentrating on a specific theme or topic known to be of interest to the Alliance and/or its member organisations and churches. In the first online survey conducted around Easter 2011 over 1,150 people responded, in the Church Life survey carried out in November 2012 over 1,864 replies were analysed.&lt;br&gt;
&lt;br&gt;
Further information is available on the Evangelical Alliance &lt;a class="external" href="http://www.eauk.org/church/resources/snapshot/" title="21st Century Evangelicals"&gt;21st Century Evangelicals&lt;/a&gt; webpages.&lt;br&gt;
&lt;br&gt;
&lt;b&gt;End User Licence and Special Licence data:&lt;/b&gt;&lt;br&gt;
Users should note that there are two versions of each &lt;i&gt;Twenty-First Century Evangelicals&lt;/i&gt; study. One is available under the standard End User Licence (EUL) agreement (SN 7787), and the other is a Special Licence (SL) version (SN 7786). The SL version contains the text responses to the open-ended questions. The EUL version excludes the text responses to the open-ended questions.&lt;br&gt;
&lt;br&gt;
The SL data have more restrictive access conditions than those made available under the standard EUL. Prospective users of the SL version will need to complete an extra application form and demonstrate to the data owners exactly why they need access to the additional variables in order to get permission to use that version. Therefore, users are strongly advised to order the standard version of the data.&lt;br&gt;
&lt;br&gt;
&lt;I&gt;Latest edition information:&lt;/I&gt;&lt;br&gt;
For the fourth edition (February 2017), data and documentation for a new survey have been added. The survey has the theme of 'Religions, Belief and Unbelief' and covers views of secularism, religious diversity and interfaith relations. Further information is available from an article published in the &lt;a href="http://www.eauk.org/idea/belief-and-unbelief.cfm" title="IDEA magazine"&gt;IDEA magazine&lt;/a&gt;.&lt;br&gt;
&lt;br&gt;
DOI: 10.5255/ukda-sn-7787-4
title: Twenty-First Century Evangelicals, 2010-2016
title: 21st Century Evangelicals

description: In 2010 the Evangelical Alliance began a major research programme which would enable it to understand more fully the lives and concerns of its constituency of Evangelical Christians across the United Kingdom. In 2010 over 17,000 people, connected in some way with evangelical churches and networks, completed a questionnaire about their beliefs, religious practices, opinions on political and moral questions and on their involvement and activism in the community. Over 12,500 of them defined themselves as Evangelical Christians. Paper questionnaires were distributed at major Christian events and festivals, and through a sample of Evangelical Alliance member churches across the UK.&lt;br&gt; &lt;br&gt; Subsequently a research panel, recruited in the first place from the 17,000 has been asked to take part in online surveys four times each year, with each wave of the survey concentrating on a specific theme or topic known to be of interest to the Alliance and/or its member organisations and churches. In the first online survey conducted around Easter 2011 over 1,150 people responded, in the Church Life survey carried out in November 2012 over 1,864 replies were analysed.&lt;br&gt; &lt;br&gt; Further information is available on the Evangelical Alliance &lt;a class="external" href="http://www.eauk.org/church/resources/snapshot/" title="21st Century Evangelicals"&gt;21st Century Evangelicals&lt;/a&gt; webpages.&lt;br&gt; &lt;br&gt; &lt;b&gt;End User Licence and Special Licence data:&lt;/b&gt;&lt;br&gt; Users should note that there are two versions of each &lt;i&gt;Twenty-First Century Evangelicals&lt;/i&gt; study. One is available under the standard End User Licence (EUL) agreement (SN 7787), and the other is a Special Licence (SL) version (SN 7786). The SL version contains the text responses to the open-ended questions. The EUL version excludes the text responses to the open-ended questions.&lt;br&gt; &lt;br&gt; The SL data have more restrictive access conditions than those made available under the standard EUL. Prospective users of the SL version will need to complete an extra application form and demonstrate to the data owners exactly why they need access to the additional variables in order to get permission to use that version. Therefore, users are strongly advised to order the standard version of the data.&lt;br&gt; &lt;br&gt; &lt;I&gt;Latest edition information:&lt;/I&gt;&lt;br&gt; For the fourth edition (February 2017), data and documentation for a new survey have been added. The survey has the theme of 'Religions, Belief and Unbelief' and covers views of secularism, religious diversity and interfaith relations. Further information is available from an article published in the &lt;a href="http://www.eauk.org/idea/belief-and-unbelief.cfm" title="IDEA magazine"&gt;IDEA magazine&lt;/a&gt;.&lt;br&gt; &lt;br&gt;
DOI: 10.5255/ukda-sn-7788-2
title: OECD Product Market Regulation Statistics, 1998-2013
title: OECD PMR

description: The OECD Product Market Regulation Statistics database provides a comprehensive and unique set of internationally comparable indicators measuring the degree to which policies promote or inhibit competition in areas of the product market where competition is viable. Although consistent across time and countries, users of the data must be aware that they may no longer fully reflect the current situation in fast reforming countries. It comprises four datasets; i) Economy-wide regulation, ii) Sectoral Regulation - Professional services, iii) Sectoral Regulation - Energy, transport and communications and iv) Sectoral Regulation - Retail trade. &lt;br&gt; &lt;br&gt; These datasets measures the economy-wide regulatory and market environments in 30+ OECD countries in (or around) 1998, 2003, 2008 and 2013, and in another 20+ non-OECD countries in 2013. The indicators cover formal regulations in the following areas: state control of business enterprises; legal and administrative barriers to entrepreneurship; barriers to international trade and investment. &lt;br&gt; &lt;br&gt; These data were first provided by the UK Data Service in Sept 2015.&lt;br&gt;
DOI: 10.5281/zenodo.14014974
title: Time series of chaotic systems

description:  




Long time series of chaotic systems, all three-dimensional. Can be used in short- and long-term forecasting, reconstruction, etc.

Codes in GitHub: https://github.com/Zheng-Meng/Dynamics-Reconstruction-ML.

We used the dataset in dynamics reconstruction from sparse observations with no training on target systems:

Zhai, Zheng-Meng, Jun-Yin Huang, Benjamin D. Stern, and Ying-Cheng Lai. "Reconstructing dynamics from sparse observations with no training on target system." arXiv preprint arXiv:2410.21222 (2024).

In addition, two folders with additional data, data_response, which is generated by dysts (https://github.com/williamgilpin/dysts) and data_nonautonomous, are provided for further evaluation of the dynamics reconstruction framework.
DOI: 10.5281/zenodo.14014975
title: Time series of chaotic systems

description:  




Long time series of chaotic systems, all three-dimensional. Can be used in short- and long-term forecasting, reconstruction, etc.

Codes in GitHub: https://github.com/Zheng-Meng/Dynamics-Reconstruction-ML.

We used the dataset in dynamics reconstruction from sparse observations with no training on target systems:

Zhai, Zheng-Meng, Jun-Yin Huang, Benjamin D. Stern, and Ying-Cheng Lai. "Reconstructing dynamics from sparse observations with no training on target system." arXiv preprint arXiv:2410.21222 (2024).
DOI: 10.5281/zenodo.15237164
title: Time series of chaotic systems

description:  




Long time series of chaotic systems, all three-dimensional. Can be used in short- and long-term forecasting, reconstruction, etc.

Codes in GitHub: https://github.com/Zheng-Meng/Dynamics-Reconstruction-ML.

We used the dataset in dynamics reconstruction from sparse observations with no training on target systems:

Zhai, Zheng-Meng, Jun-Yin Huang, Benjamin D. Stern, and Ying-Cheng Lai. "Reconstructing dynamics from sparse observations with no training on target system." arXiv preprint arXiv:2410.21222 (2024).
DOI: 10.5281/zenodo.15237226
title: Time series of chaotic systems

description:  




Long time series of chaotic systems, all three-dimensional. Can be used in short- and long-term forecasting, reconstruction, etc.

Codes in GitHub: https://github.com/Zheng-Meng/Dynamics-Reconstruction-ML.

We used the dataset in dynamics reconstruction from sparse observations with no training on target systems:

Zhai, Zheng-Meng, Jun-Yin Huang, Benjamin D. Stern, and Ying-Cheng Lai. "Reconstructing dynamics from sparse observations with no training on target system." arXiv preprint arXiv:2410.21222 (2024).

In addition, two folders with additional data, data_response, which is generated by dysts (https://github.com/williamgilpin/dysts) and data_nonautonomous, are provided for further evaluation of the dynamics reconstruction framework.
DOI: 10.15468/dl.6y98wn
title: Occurrence Download

description: A dataset containing 1328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calypso bulbosa (L.) Oakes",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 1328 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018347-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6yjq89
title: Occurrence Download

description: A dataset containing 6066 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Communities of ground beetles (Carabidae, Coleoptera) in broad-leaved forests of protected and urban areas of the Kaluga Oblast (European Russia)"
 ]
}

 The dataset includes 6066 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018344-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rxhx4c
title: Occurrence Download

description: A dataset containing 10429 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Spiders of the Udmurt Republic, Russia 2021"
 ]
}

 The dataset includes 10429 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018346-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m33qhf
title: Occurrence Download

description: A dataset containing 5412 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Soil invertebrates occurrences in European North-East of Russia"
 ]
}

 The dataset includes 5412 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018345-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/ds/5665290
title: Image-Based Property Price Prediction in São Paulo
DOI: 10.15468/dl.3khdx6
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Draba cacuminum E.Ekman",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 64 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018348-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebxpgu
title: Occurrence Download

description: A dataset containing 2969 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Carabidae of Mordovia State Nature Reserve"
 ]
}

 The dataset includes 2969 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018350-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dcdg5p
title: Occurrence Download

description: A dataset containing 7606 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Lepidoptera of Mordovia State Nature Reserve"
 ]
}

 The dataset includes 7606 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018349-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjku2n
title: Occurrence Download

description: A dataset containing 12852 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The ground beetles (Caraboidea) of Southern Sikhote-Alin"
 ]
}

 The dataset includes 12852 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018351-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfcajf
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Luzula arctica Baer",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018352-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/3530
title: Urdu_text_corpus_by_HNM
DOI: 10.15468/dl.kv4u63
title: Occurrence Download

description: A dataset containing 6673 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Collembola of coniferous forests along gradient of air pollution: temporal series of the data (Komi Republic)"
 ]
}

 The dataset includes 6673 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018354-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4z7u4
title: Occurrence Download

description: A dataset containing 2592 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Soil nematodes of coniferous forests along gradient of air pollution (Komi Republic)"
 ]
}

 The dataset includes 2592 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018355-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jy35jv
title: Occurrence Download

description: A dataset containing 11146 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Large soil invertebrates of coniferous forests along gradient of air pollution: temporal series of the data (Komi Republic)"
 ]
}

 The dataset includes 11146 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018353-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qr2zjd
title: Occurrence Download

description: A dataset containing 515 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Primula scandinavica Bruun",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 515 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018356-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rarxcv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene involucrata subsp. tenella (Tolm.) Bocquet",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018357-241107131044228/datasets/export for details.
DOI: 10.15468/dl.45dtkp
title: Occurrence Download

description: A dataset containing 1486 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Alien plants of Sterlitamak"
 ]
}

 The dataset includes 1486 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018359-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7pu4ws
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aquilegia bertolonii Schott",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 18 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018361-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7r5thp
title: Occurrence Download

description: A dataset containing 64658 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Diversity and abundance of soil macroinvertebrates along a contamination gradient in the Central Urals, Russia"
 ]
}

 The dataset includes 64658 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018358-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hx9273
title: Occurrence Download

description: A dataset containing 6926 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Earthworm communities (Oligochaeta: Lumbricidae) in old-growth and young forests of protected areas of the Kaluga Oblast (European Russia)"
 ]
}

 The dataset includes 6926 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018362-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7pfzwk
title: Occurrence Download

description: A dataset containing 84573 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Ground beetles (Carabidae) in urban habitats of Kaluga city (Russia)"
 ]
}

 The dataset includes 84573 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018360-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14020916
title: Supporting Information for Automated and Efficient Sampling of Chemical Reaction Space

description: These datasets include structures from normal mode sampling, reaction pathway sampling, and transition states for validation (originally from Grambow et al.), all computed using the ωB97X/6-31G(d) method. The corresponding energies and forces are compiled in the Atomic Simulation Environment database format.