cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.lbka8p
title: Occurrence Download

description: A dataset containing 1508776 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mimus polyglottos (Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1508776 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003669-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pu6dbk
title: Occurrence Download

description: A dataset containing 815 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-84.58708 3.19780,-62.48999 3.19780,-62.48999 12.03663,-84.58708 12.03663,-84.58708 3.19780))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Trachemys callirostris (Gray, 1856)"
 ]
}

 The dataset includes 815 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034511-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fj6h33
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pelophila rudis (LeConte, 1863)"
 ]
}

 The dataset includes 50 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000211-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.emiru3
title: Occurrence Download

description: A dataset containing 2958758 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lamiaceae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2958758 records from 1166 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003669-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ez3efk
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "TaxonKey is one of (Chelonoidis denticulatus (Linnaeus, 1766))"
 ]
}

 The dataset's 3 records were derived from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029319-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ui5sql
title: Occurrence Download

description: A dataset containing 236034 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ilex Tourn. ex L."
 ]
}

 The dataset includes 236034 records from 612 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003669-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.28av3g
title: Occurrence Download

description: A dataset listing the 214 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((10.05707 42.70129,10.53828 42.70129,10.53828 42.89369,10.05707 42.89369,10.05707 42.70129))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 2023-2023"
 ]
}

 The dataset's 214 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055923-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qedbzf
title: Occurrence Download

description: A dataset containing 11881 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sylvilagus floridanus (J.A.Allen, 1890)"
 ]
}

 The dataset includes 11881 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003669-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2xtc57
title: Occurrence Download

description: A dataset containing 990762 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium, Germany, Netherlands)",
 "TaxonKey is one of (Ondatra zibethicus (Linnaeus, 1766), Myocastor coypus (Molina, 1782))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 990762 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043738-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2frm44
title: Occurrence Download

description: A dataset listing the 137 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de reptiles del Museo de Historia Natural, Universidad de Caldas"
 ]
}

 The dataset's 137 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034505-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r5vxz1
title: Occurrence Download

description: A dataset containing 100004 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mus musculus sp. domesticus Rutty, 1772"
 ]
}

 The dataset includes 100004 records from 223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003669-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zcoksy
title: Occurrence Download

description: A dataset containing 1661 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer rubrum L.",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-150.12 13.75,-150.12 64.01,-39.90 64.01,-39.90 13.75,-150.12 13.75))"
 ]
}

 The dataset includes 1661 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003669-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g8smht
title: Occurrence Download

description: A dataset containing 3092 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Registros de herpetos del Valle de Aburrá asociados al estudio del análisis de la conectividad ecológica funcional y estructural en el Área Metropolitana del Valle de Aburrá"
 ]
}

 The dataset includes 3092 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043734-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wznza7
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Viola cretica Boiss. & Heldr.",
 "TaxonKey is Viola alba subsp. cretica (Boiss. & Heldr.) Marcussen"
 ]
}

 The dataset includes 11 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003669-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pcsbqc
title: Occurrence Download

description: A dataset containing 319 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Andrena balsamorhizae LaBerge, 1967"
 ]
}

 The dataset includes 319 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003669-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r4z6g3
title: Occurrence Download

description: A dataset containing 235540 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Scapaniaceae)"
 ]
}

 The dataset includes 235540 records from 557 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048079-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63xuuz
title: Occurrence Download

description: A dataset containing 342698 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is FLOTROP, a massive contribution to plant diversity data for open ecosystems in Tropical Africa."
 ]
}

 The dataset includes 342698 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019561-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15202847
title: Potential Distribution and Associated Uncertainty Maps of Lophelia pertusa in the Mediterranean Sea Based on an Ensemble Model

description: This dataset provides a mesoscale assessment of seascape suitability for the cold-water coral Lophelia pertusa in the Mediterranean Sea. Ecological niche modelling, employing an ensemble approach of three machine-learning algorithms (Generalized Boosting Model, Random Forest, Maximum Entropy), was used to investigate the environmental preferences and potential distribution of the species in the Mediterranean Sea. The models were trained using environmental predictors, with bathymetry, bathymetric slope, and pH identified as the most important factors influencing habitat suitability. The resulting dataset includes:



Seascape Suitability Maps: Raster layer representing the predicted suitability for Lophelia pertusa across the Mediterranean Sea, generated by the ensemble model.

Uncertainty Maps: Raster layers quantifying the uncertainty associated with the ensemble suitability predictions based on the coefficient of variance and committed average.


The ReadMe file briefly summarizing the methodology used to generate the maps. All details about the maps, methodology, and interpretation of the results can be consulted at: https://doi.org/10.1016/j.dsr.2021.103496
DOI: 10.5281/zenodo.15202848
title: Potential Distribution and Associated Uncertainty Maps of Lophelia pertusa in the Mediterranean Sea Based on an Ensemble Model

description: This dataset provides a mesoscale assessment of seascape suitability for the cold-water coral Lophelia pertusa in the Mediterranean Sea. Ecological niche modelling, employing an ensemble approach of three machine-learning algorithms (Generalized Boosting Model, Random Forest, Maximum Entropy), was used to investigate the environmental preferences and potential distribution of the species in the Mediterranean Sea. The models were trained using environmental predictors, with bathymetry, bathymetric slope, and pH identified as the most important factors influencing habitat suitability. The resulting dataset includes:



Seascape Suitability Maps: Raster layer representing the predicted suitability for Lophelia pertusa across the Mediterranean Sea, generated by the ensemble model.

Uncertainty Maps: Raster layers quantifying the uncertainty associated with the ensemble suitability predictions based on the coefficient of variance and committed average.


The ReadMe file briefly summarizing the methodology used to generate the maps. All details about the maps, methodology, and interpretation of the results can be consulted at: https://doi.org/10.1016/j.dsr.2021.103496
DOI: 10.5255/ukda-sn-8552-1
title: Harmonised Childhood Environment and Adult Wellbeing Measures in Three Longitudinal Cohort Studies: National Child Development Study
title: CLOSER Work Package 9: Harmonised Childhood Environment and Adult Wellbeing Measures in Three Longitudinal Cohort Studies
title: CLOSER Work Package 9; NCDS

description: &lt;p&gt;The Cohort and Longitudinal Studies Enhancement Resources (CLOSER) project aims to maximise the use, value and impact of longitudinal research. It brings together leading longitudinal studies, the British Library and the UK Data Service, to stimulate interdisciplinary research, develop shared resources, provide training, and share expertise. Resources available from CLOSER include harmonised datasets (developed to facilitate cross-study comparisons) and CLOSER Discovery (a search engine that enables researchers to search and browse questionnaires and data from different longitudinal studies).&lt;br&gt;&lt;br&gt;The CLOSER Work Package 9 provides &lt;a href="https://www.closer.ac.uk/research-fund-2/data-harmonisation/" style="background-color: rgb(255, 255, 255);"&gt;data harmonisation&lt;/a&gt; of childhood environment and adult wellbeing measures between the National Survey of Health and Development (NSHD), National Child Development Study (NCDS), and 1970 British Cohort Study (BCS70). The &lt;a href="https://www.closer.ac.uk/" style="background-color: rgb(255, 255, 255);"&gt;CLOSER &lt;/a&gt; website also includes a range of training materials focused on longitudinal studies and data. CLOSER is funded by the Economic and Social Research Council (ESRC) and is based at the UCL Institute of Education.&lt;/p&gt; 
&lt;p&gt;The &lt;span style="font-style: italic;"&gt;Harmonised Childhood Environment and Adult Wellbeing Measures in Three Longitudinal Cohort Studies: National Child Development Study&lt;/span&gt; provides the harmonisation of childhood environment and adult wellbeing measures for NCDS.&lt;br&gt;&lt;/p&gt;
DOI: 10.25346/s6eecgix/myds7f
title: qt_zh_CN.qm
DOI: 10.5255/ukda-sn-8553-1
title: Harmonised Childhood Environment and Adult Wellbeing Measures in Three Longitudinal Cohort Studies: 1970 British Cohort Study
title: CLOSER Work Package 9: Harmonised Childhood Environment and Adult Wellbeing Measures in Three Longitudinal Cohort Studies
title: CLOSER Work Package 9; BCS70

description: &lt;p&gt;The Cohort and Longitudinal Studies Enhancement Resources (CLOSER) project aims to maximise the use, value and impact of longitudinal research. It brings together leading longitudinal studies, the British Library and the UK Data Service, to stimulate interdisciplinary research, develop shared resources, provide training, and share expertise. Resources available from CLOSER include harmonised datasets (developed to facilitate cross-study comparisons) and CLOSER Discovery (a search engine that enables researchers to search and browse questionnaires and data from different longitudinal studies).&lt;br&gt;&lt;br&gt;The CLOSER Work Package 9 provides &lt;a href="https://www.closer.ac.uk/research-fund-2/data-harmonisation/" style="background-color: rgb(255, 255, 255);"&gt;data harmonisation&lt;/a&gt; of childhood environment and adult wellbeing measures between the National Survey of Health and Development (NSHD), National Child Development Study (NCDS), and 1970 British Cohort Study (BCS70). The &lt;a href="https://www.closer.ac.uk/" style="background-color: rgb(255, 255, 255);"&gt;CLOSER &lt;/a&gt; website also includes a range of training materials focused on longitudinal studies and data. CLOSER is funded by the Economic and Social Research Council (ESRC) and is based at the UCL Institute of Education.&lt;/p&gt; &lt;p dir="ltr"&gt;The &lt;span style="font-style: italic;"&gt;Harmonised Childhood Environment and Adult Wellbeing Measures in Three Longitudinal Cohort Studies: 1970 British Cohort Study&lt;/span&gt; provides the harmonisation of childhood environment and adult wellbeing measures for BCS70.&lt;br&gt;&lt;/p&gt;
DOI: 10.25346/s6eecgix/fpz8o0
title: qt_hr.qm
DOI: 10.25346/s6eecgix/hly6ea
title: relight.exe
DOI: 10.25346/s6eecgix/n6bsfs
title: qt_de.qm
DOI: 10.25346/s6eecgix/exjwhy
title: Qt6Widgets.dll
DOI: 10.25346/s6eecgix/9kstlb
title: qt_tr.qm
DOI: 10.25346/s6eecgix/fqhcip
title: qtuiotouchplugin.dll
DOI: 10.25346/s6eecgix/bgkgg7
title: qschannelbackend.dll
DOI: 10.25346/s6eecgix/c9dsar
title: Qt6Xml.dll
DOI: 10.25346/s6eecgix/dvlsnw
title: qt_uk.qm
DOI: 10.25346/s6eecgix/dguzga
title: qico.dll
DOI: 10.15468/dl.wwahb9
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phoracantha recurva",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 83 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031285-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/baqwit
title: qt_he.qm
DOI: 10.25346/s6eecgix/k13k7e
title: qt_lv.qm
DOI: 10.25346/s6eecgix/colpax
title: relight-cli.exe
DOI: 10.25346/s6eecgix/grv7f2
title: qt_zh_TW.qm
DOI: 10.25346/s6eecgix/0uod8n
title: qjpeg.dll
DOI: 10.25346/s6eecgix/cfu0gk
title: qsvgicon.dll
DOI: 10.25346/s6eecgix/0ajcf0
title: vc_redist.x64.exe
DOI: 10.5255/ukda-sn-8556-1
title: Understanding Society: Waves 7-8, 2015-2016: Special Licence Access, EU Referendum
title: Understanding Society, Waves 1-, 2008- : Safeguarded/Special Licence
title: United Kingdom Household Longitudinal Study

description: &lt;span style="font-style: italic;"&gt;Understanding Society&lt;/span&gt; (the UK Household Longitudinal Study), which began in 2009, is conducted by the Institute for Social and Economic Research (ISER) at the University of Essex, and the survey research organisations Verian Group (formerly Kantar Public) and NatCen. It builds on and incorporates, the British Household Panel Survey (BHPS), which began in 1991. &lt;p&gt;Understanding Society (UK Household Longitudinal Study), which began in 2009, is conducted by the Institute for Social and Economic Research (ISER) at the University of Essex and the survey research organisations Kantar Public and NatCen. It builds on and incorporates, the British Household Panel Survey (BHPS), which began in 1991.&lt;/p&gt;
&lt;p&gt;The Understanding Society: Waves 7-8, 2015-2016: Special Licence Access, EU Referendum dataset was constructed in order to provide researchers early access to a question asked in Wave 8 on whether the United Kingdom should remain a member of the European Union or leave the European Union. The dataset in this release was constructed from the first year’s respondents of Wave 8. It was not subjected to the full processing that a full Wave receives and not all data files were released. As a consequence the data was only supplied directly by the Institute for Social and Economic Research (ISER) to researchers who submitted approved research proposals utilising the EU Referendum question. As Wave 7 had also not been released at the time the corresponding Wave 7 data was also supplied. It is this Wave 7 and Wave 8 data that forms this release.&lt;/p&gt;
&lt;p&gt;These data have more restrictive access conditions than those available under the standard End User Licence (see 'Access' section). This dataset will only be supplied for verification of research conducted using the early access data that was supplied directly by the Institute for Social and Economic Research (ISER) for approved research utilising the EU Referendum question. Users wishing to utilise the question for future research can access it in Wave 8 of the standard Understanding Society dataset (SN 6614). Those users who wish to make an application for these data should contact the Help Desk for further details.&lt;/p&gt;
DOI: 10.15468/dl.tdrmfa
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-47.27161 -29.97123,-44.25148 -26.96474,-41.21616 -25.30911,-38.18084 -20.61816,-38.31881 -13.14372,-49.93608 0.23996,-61.24954 -0.31192,-64.5608 -6.24459,-58.7444 -18.49844,-58.83131 -21.54047,-56.13694 -23.4526,-55.44162 -27.10303,-47.27161 -29.97123))",
 "TaxonKey is Xiphophorus hellerii"
 ]
}

 The dataset includes 50 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031287-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/s14okj
title: qt_en.qm
DOI: 10.5255/ukda-sn-8558-4
title: Annual Purchases Survey, 2015-2022: Secure Access

description: &lt;p&gt;The primary aim of the &lt;span style="font-style: italic;"&gt;Annual Purchases Survey&lt;/span&gt; is to provide a comprehensive picture of the goods and services used or transformed in the production process and running of UK businesses, otherwise referred to as intermediate consumption. This product-level information is used in supply and use tables (SUTs), which are an integral part of the measurement of gross domestic product (GDP). The Eurostat Manual of Supply Use and Input-Output Tables recommends that benchmarked supply and use tables are produced at least every five years based on updated source data. A previous survey, entitled the Purchases Inquiry, was suspended in 2006 due to insufficient quality in the data and to reduce the Office for National Statistics (ONS) costs and burden on UK businesses (final reference period being 2004). However, given the survey provides important information on the products that UK businesses purchase, it was decided that it should be reintroduced. The new survey aims to strengthen the estimates of the intermediate consumption structure of the UK economy. &lt;br&gt;&lt;br&gt;In 2015, &lt;span style="font-style: italic;"&gt;Annual Purchases Survey&lt;/span&gt; questionnaires were sent by the ONS to approximately 31,000 businesses in the UK. In the UK, it is a compulsory survey that is administered under the statutory powers of the Statistics of Trade Act 1947 for Great Britain and under the Employment (Northern Ireland) Order 1988 for Northern Ireland. Data are not available for 2019 and 2020 due to quality concerns related to the coronavirus (COVID‐19) pandemic, which caused high levels of non‐response and internal resource issues.&lt;br&gt;&lt;/p&gt;&lt;p&gt;&lt;span data-ng-show="abstractDisplay" class="" style=""&gt;&lt;i&gt;Linking to Other Business Studies&lt;/i&gt;&lt;br&gt;
These data contain IDBR reference numbers. These are anonymous but 
unique reference numbers assigned to business organisations. Their 
inclusion allows researchers to combine different business survey 
sources together. Researchers may consider applying for other business 
data to assist their research.&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-style: italic;"&gt;Latest edition information: &lt;/span&gt;&lt;br&gt;For the fourth edition (May 2024), data for 2022 were added and the 2021 data were updated. Questionnaires and data dictionary were also added for each year.&lt;br&gt;&lt;/p&gt;
DOI: 10.25346/s6eecgix/zuipow
title: qwindows.dll