cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7wemz3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((108.942 1.191183, 108.871722 1.185616, 108.803175 1.169049, 108.738048 1.141893, 108.677945 1.104815, 108.624345 1.058729, 108.57857 1.00477, 108.541744 0.944267, 108.514776 0.878711, 108.498328 0.809714, 108.492805 0.738977, 108.498342 0.668241, 108.514803 0.599248, 108.541781 0.5336959999999999, 108.578613 0.4732, 108.624391 0.419248, 108.677988 0.373169, 108.738085 0.336097, 108.803202 0.308945, 108.871736 0.292382, 108.942 0.286816, 109.012264 0.292382, 109.080798 0.308945, 109.145915 0.336097, 109.206012 0.373169, 109.259609 0.419248, 109.305387 0.4732, 109.342219 0.5336959999999999, 109.369197 0.599248, 109.385658 0.668241, 109.391195 0.738977, 109.385672 0.809714, 109.369224 0.878711, 109.342256 0.944267, 109.30543 1.00477, 109.259655 1.058729, 109.206055 1.104815, 109.145952 1.141893, 109.080825 1.169049, 109.012278 1.185616, 108.942 1.191183))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040790-251120083545085/datasets/export for details.
DOI: 10.15468/dl.ye5njn
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pirodrilus messanensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040791-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17866097
title: Western Siberian Peat Core Database (WSPC)

description: This database compiles information on peat cores (peat profiles or cross-sections) from the Western Siberian Lowland (WSL). It currently includes 654 peat cores. The WSL boundary and peatland extent follow the definitions of Sheng et al. (2004).

The dataset is the result of an extensive literature review of published peat cores and associated palaeoecological proxies. It is based on 99 publications in English and Russian, with an additional 57 publications cited as primary data sources that the authors could not access directly.

Each peat core is represented as a single record and includes:



a unique ID,

exact or approximate coordinates,

coring date (if available),

age of the deposit and number of dated levels (when available),

sampling interval (if available),

information on the availability of 26 identified palaeoecological proxies (dating, pollen, NPPs, plant macrofossil, testate amoebae, microcharcoal, macrocharcoal, oribatid mite, mollusc, diatom, arthropod, zoogenic remains, bulk density, ash content, pH, organic matter, moisture content, peat accumulation, carbon accumulation, degree of decomposition, peat humification, stable isotope, XRF/XRD, FTIR, geochemistry, basal depth),

the number of proxies applied in each core,

classification of the core’s location by vegetation zone, permafrost zone, and peatland type,

references to the original source publications,

alternative names used for the same core in other publications or databases.


The database contains only metadata about data availability for each peat core – it does not include the primary data themselves.

We plan to expand and update this database annually. Users are encouraged to contribute additional peat core metadata – both newly published and previously existing but not yet included – by completing the form provided in this dataset (WSPC_form.xlsx or WSPC_form.csv).

If you would like to know whether new peat cores have been added to the database but not yet released in a public update, please contact the authors at: aj.halas@twarda.pan.pl

 

References

Sheng, Y., Smith, L. C., MacDonald, G. M., Kremenetski, K. V., Frey, K. E., Velichko, A. A., Lee, M., Beilman, D. W., and Dubinin, P.: A high-resolution GIS-based inventory of the west Siberian peat carbon pool, Glob. Biogeochem. Cycles, 18, https://doi.org/10.1029/2003GB002190, 2004.
DOI: 10.15468/dl.veqea2
title: Occurrence Download

description: A dataset containing 3363 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((16.5147550005964 48.36542512663317, 16.649249174918843 48.3574073893186, 16.6612255607593 48.447688159408266, 16.52649241996468 48.45572250428846, 16.5147550005964 48.36542512663317))"
 ]
}

 The dataset includes 3363 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040793-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jmr6qk
title: Occurrence Download

description: A dataset containing 421465 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Netherlands",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Limosa limosa",
 "Year 2008-2025"
 ]
}

 The dataset includes 421465 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040725-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kfwt7j
title: Occurrence Download

description: A dataset containing 309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Indigastrum parviflorum",
 "Continent is Africa"
 ]
}

 The dataset includes 309 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040794-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.usbyqs
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aplonis brunneicapillus"
 ]
}

 The dataset includes 45 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040795-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.46mbf6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((121.286 1.195183, 121.215722 1.189616, 121.147175 1.173049, 121.082048 1.145893, 121.021944 1.108815, 120.968345 1.062729, 120.922569 1.00877, 120.885744 0.948267, 120.858776 0.88271, 120.842328 0.813714, 120.836805 0.742977, 120.842342 0.672241, 120.858803 0.603248, 120.885781 0.537696, 120.922613 0.4772, 120.968391 0.423248, 121.021988 0.377169, 121.082085 0.340097, 121.147202 0.312945, 121.215736 0.296382, 121.286 0.290816, 121.356264 0.296382, 121.424798 0.312945, 121.489915 0.340097, 121.550012 0.377169, 121.603609 0.423248, 121.649387 0.4772, 121.686219 0.537696, 121.713197 0.603248, 121.729658 0.672241, 121.735195 0.742977, 121.729672 0.813714, 121.713224 0.88271, 121.686256 0.948267, 121.649431 1.00877, 121.603655 1.062729, 121.550056 1.108815, 121.489952 1.145893, 121.424825 1.173049, 121.356278 1.189616, 121.286 1.195183))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040796-251120083545085/datasets/export for details.
DOI: 10.15468/dl.8kjzsh
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pirodrilus minutus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 112 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040798-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17867461
title: Website Fingerprinting on Nym: Attacks and Defenses, Artifact test data

description: Website Fingerprinting on Nym: Attacks and Defenses, Artifact test data for PETs 2026

This dataset contains packet captures (pcap files) collected for Website Fingerprinting (WF) experiments used in the paper "Website Fingerprinting on Nym: Attacks and Defenses" (accepted at Privacy Enhancing Technologies Symposium, PETS 2026). The captures include traffic for two websites and were collected using the Nym Lab "default" configuration.

Capture code and repositoryThe packet captures were generated using the capture scripts in this repository path:- Capture scripts (specific commit): https://github.com/spring-epfl/WF4NYM-artifacts/tree/7e24c64bc25ba760686436b2860703beb4a0b550/captures/capture_scripts

These capture scripts are intended to be used together with the WF4NYM-artifacts repository main branch:- Repository (use with main): https://github.com/spring-epfl/WF4NYM-artifacts/tree/main
DOI: 10.6084/m9.figshare.30836579
title: <b>An Assessment of the Handling and Management of Waste Oil by Local Mechanics in Ghana</b>

description: This dataset presents primary survey data collected from local automobile mechanics in Accra, Ghana, focusing on waste lubricant oil (WLO) handling, disposal practices, knowledge levels, regulatory gaps, and enabling conditions. The data were collected using a structured questionnaire administered in person across several informal mechanic clusters. The dataset contributes to understanding environmental health risks, informal-sector waste governance, and barriers to sustainable waste oil management practices.<b>Files Included</b>1. Data on Waste Lubricant Oil Management _Accra.xlsxContains raw, coded responses from all survey participants.Each row = one respondent (anonymous).Each column = questionnaire variable.2. Questionnaire.docxThe full survey instrument used for data collection.Includes all demographic questions, Likert-scale items, and thematic sections.<b>Ethical Statement</b>Participation was voluntary and anonymous.No names, phone numbers, or identifiable information were recorded.Respondents provided verbal consent before participation.Data are suitable for open-access publication
DOI: 10.6084/m9.figshare.30836579.v1
title: <b>An Assessment of the Handling and Management of Waste Oil by Local Mechanics in Ghana</b>

description: This dataset presents primary survey data collected from local automobile mechanics in Accra, Ghana, focusing on waste lubricant oil (WLO) handling, disposal practices, knowledge levels, regulatory gaps, and enabling conditions. The data were collected using a structured questionnaire administered in person across several informal mechanic clusters. The dataset contributes to understanding environmental health risks, informal-sector waste governance, and barriers to sustainable waste oil management practices.<b>Files Included</b>1. Data on Waste Lubricant Oil Management _Accra.xlsxContains raw, coded responses from all survey participants.Each row = one respondent (anonymous).Each column = questionnaire variable.2. Questionnaire.docxThe full survey instrument used for data collection.Includes all demographic questions, Likert-scale items, and thematic sections.<b>Ethical Statement</b>Participation was voluntary and anonymous.No names, phone numbers, or identifiable information were recorded.Respondents provided verbal consent before participation.Data are suitable for open-access publication
DOI: 10.5281/zenodo.17867460
title: Website Fingerprinting on Nym: Attacks and Defenses, Artifact test data

description: Website Fingerprinting on Nym: Attacks and Defenses, Artifact test data for PETs 2026

This dataset contains packet captures (pcap files) collected for Website Fingerprinting (WF) experiments used in the paper "Website Fingerprinting on Nym: Attacks and Defenses" (accepted at Privacy Enhancing Technologies Symposium, PETS 2026). The captures include traffic for two websites and were collected using the Nym Lab "default" configuration.

Capture code and repositoryThe packet captures were generated using the capture scripts in this repository path:- Capture scripts (specific commit): https://github.com/spring-epfl/WF4NYM-artifacts/tree/7e24c64bc25ba760686436b2860703beb4a0b550/captures/capture_scripts

These capture scripts are intended to be used together with the WF4NYM-artifacts repository main branch:- Repository (use with main): https://github.com/spring-epfl/WF4NYM-artifacts/tree/main
DOI: 10.15468/dl.xrg8yt
title: Occurrence Download

description: A dataset containing 15474 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "MediaType is Image",
 "TaxonKey is one of (Pitcairnia, Puya)"
 ]
}

 The dataset includes 15474 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040797-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60507/fk2/wg9pxx/ajfbgc
title: Kanne_2736_model.zip
DOI: 10.60507/fk2/wg9pxx/lqioin
title: Kanne_2736_images.zip
DOI: 10.60507/fk2/wg9pxx/8pgfa8
title: GÜNZEL_Jug_2736_readme.txt
DOI: 10.60507/fk2/wg9pxx/cvqotz
title: GÜNZEL_Jug_2736_readme.txt
DOI: 10.60507/fk2/wg9pxx/lfyfmu
title: Jug_2736_images.zip
DOI: 10.60507/fk2/wg9pxx/dnparh
title: Jug_2736_model.zip
DOI: 10.60507/fk2/wg9pxx/mmxy1r
title: GÜNZEL_Jug_2736_readme.txt
DOI: 10.60507/fk2/wg9pxx/53jfyt
title: Jug_2736_models.zip
DOI: 10.60507/fk2/wg9pxx
title: Minoan Beak-Spouted Ewer in the Academic Art Museum Bonn (Inv. 2736)

description: The beak-spouted ewer, dated between 2000 and 1850 BC, was possibly produced in a workshop in Hagia Triada on the islan of Krete. The findspot is not known. The jug does not have a foot, the body is globular and the neck, which tapers upwards, is set off from the body. The lid is connected to the body vi a handle. The body is decorated with three circular fields of barbotine. Furthermore, the body is painted in different colors: there are red-brown and white stripes, while the background is of dark brown.
description: RealityCapture, 1.3
description: SubstanceDesigner, 15.0.3
description: Blender, 5.0
description: SubstancePainter, 11.1.0
DOI: 10.15468/dl.976xxm
title: Occurrence Download

description: A dataset containing 1507 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Indigofera arrecta",
 "Continent is Africa"
 ]
}

 The dataset includes 1507 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040800-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/azchd4
title: Pycnogonida collection of the Shirshov Institute of Oceanology, Laboratory of Ocean Benthic Fauna

description: The Pycnogonida collection of the Shirshov Institute of Oceanology (IORAS) contains 2134 lots of sea spider wet collection from different areas of the World Ocean. The entire IORAS Pycnogonida collection is digitized – taxon name according to World Register of Marine Species (WoRMS), collection date, coordinates, depth and other data for every specimen is stored in database and available as dataset at GBIF. 74% of specimens are determined to the species level.
DOI: 10.15468/dl.8q38ra
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((117.349 1.198183, 117.278722 1.192616, 117.210175 1.176049, 117.145048 1.148893, 117.084944 1.111815, 117.031345 1.065729, 116.985569 1.01177, 116.948744 0.951267, 116.921775 0.88571, 116.905328 0.8167140000000001, 116.899805 0.745977, 116.905342 0.675241, 116.921802 0.606248, 116.948781 0.540696, 116.985612 0.480199, 117.03139 0.426248, 117.084988 0.380169, 117.145085 0.343097, 117.210202 0.315945, 117.278736 0.299382, 117.349 0.293816, 117.419264 0.299382, 117.487798 0.315945, 117.552915 0.343097, 117.613012 0.380169, 117.66661 0.426248, 117.712388 0.480199, 117.749219 0.540696, 117.776198 0.606248, 117.792658 0.675241, 117.798195 0.745977, 117.792672 0.8167140000000001, 117.776225 0.88571, 117.749256 0.951267, 117.712431 1.01177, 117.666655 1.065729, 117.613056 1.111815, 117.552952 1.148893, 117.487825 1.176049, 117.419278 1.192616, 117.349 1.198183))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040802-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77cwgj
title: Occurrence Download

description: A dataset containing 14994 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Heliomaster furcifer"
 ]
}

 The dataset includes 14994 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040801-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wts54v
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pirodrilus pinguis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040803-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25399/unisadata.30836537
title: Determinants and strategies for environmental compliance in municipalities: Perspectives from KwaZulu-Natal Province, South Africa

description: A commitment to local environmental compliance is essential for ensuring a sustainable environment for future generations. Despite South Africa's extensive environmental laws, municipalities persistently exhibit non-compliance due to inadequate institutional capacity, political interference, and fragmented coordination. This study examines the determinants and strategies influencing environmental compliance in South African municipalities. Utilizing a qualitative research approach and the case study design, 10 municipalities within the KwaZulu-Natal province were sampled, 27 comprehensive interviews were conducted with 16 municipal officials, four environmental consultants (ECs), and seven environmental management inspectors (EMIs). The findings suggest that institutional capacity, regulatory enforcement, and political support are crucial determinants of compliance. Furthermore, the study identifies awareness, capacity building, and organisational restructuring as pivotal strategies for enhancing environmental compliance. Improving municipal environmental compliance requires stronger leadership commitment, institutional capacity, consistent enforcement, and collaboration. The study contributes to environmental governance and sustainability by elucidating the role of institutional dynamics and political influence in shaping compliance. It provides a foundation for stakeholders, future research, and policy development aimed at effective environmental compliance.
DOI: 10.25399/unisadata.30836537.v1
title: Determinants and strategies for environmental compliance in municipalities: Perspectives from KwaZulu-Natal Province, South Africa

description: A commitment to local environmental compliance is essential for ensuring a sustainable environment for future generations. Despite South Africa's extensive environmental laws, municipalities persistently exhibit non-compliance due to inadequate institutional capacity, political interference, and fragmented coordination. This study examines the determinants and strategies influencing environmental compliance in South African municipalities. Utilizing a qualitative research approach and the case study design, 10 municipalities within the KwaZulu-Natal province were sampled, 27 comprehensive interviews were conducted with 16 municipal officials, four environmental consultants (ECs), and seven environmental management inspectors (EMIs). The findings suggest that institutional capacity, regulatory enforcement, and political support are crucial determinants of compliance. Furthermore, the study identifies awareness, capacity building, and organisational restructuring as pivotal strategies for enhancing environmental compliance. Improving municipal environmental compliance requires stronger leadership commitment, institutional capacity, consistent enforcement, and collaboration. The study contributes to environmental governance and sustainability by elucidating the role of institutional dynamics and political influence in shaping compliance. It provides a foundation for stakeholders, future research, and policy development aimed at effective environmental compliance.
DOI: 10.15468/dl.hv8knp
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "OccurrenceStatus is Present",
 "TaxonKey is Accipiter gentilis",
 "Year 2020-2024"
 ]
}

 The dataset includes 111 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040804-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ecyzwc
title: Occurrence Download

description: A dataset containing 1165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Indigofera bracteolata",
 "Continent is Africa"
 ]
}

 The dataset includes 1165 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040806-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.