cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5cum63
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 (Steganopus tricolor)",
 "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/0039029-250717081556266/datasets/export for details.
DOI: 10.6084/m9.figshare.29635394
title: SPSS data for police crisis communication scoping review

description: This article conducts a scoping review of global scholarship on police communication during crises and critical incidents, focusing on themes, geographical distribution, and theoretical and methodological orientations. The review critically assesses whether scholars integrated or mentioned public relations and crisis communication theories in their studies of police crisis communication. Using an in-depth content analysis of peer-reviewed articles published between 2010 and 2024 across 128 academic journals, sourced from databases such as EBSCOhost and Google Scholar, 170 articles were selected from an initial dataset of 10,300 articles based on predefined relevance criteria. The analysis reveals that while research into police communication is substantial, only 25.9% of the studies explicitly address police crisis communication. The remaining 74.1% primarily explore broader policing themes, including public health, media relations, negotiation, strategic communication, operational practices, and mental health. Notably, the findings indicate that only 29.4% of the reviewed articles explicitly engage with well-established crisis communication and public relations theories, while the remaining 70.6% adopt a policing-focused perspective without theoretical integration from these fields. These findings highlight a critical gap in the literature and underscore the need for further interdisciplinary research into the specific dynamics of police crisis communication, particularly in the context of critical incidents and national emergencies.
DOI: 10.6084/m9.figshare.29635394.v1
title: SPSS data for police crisis communication scoping review

description: This article conducts a scoping review of global scholarship on police communication during crises and critical incidents, focusing on themes, geographical distribution, and theoretical and methodological orientations. The review critically assesses whether scholars integrated or mentioned public relations and crisis communication theories in their studies of police crisis communication. Using an in-depth content analysis of peer-reviewed articles published between 2010 and 2024 across 128 academic journals, sourced from databases such as EBSCOhost and Google Scholar, 170 articles were selected from an initial dataset of 10,300 articles based on predefined relevance criteria. The analysis reveals that while research into police communication is substantial, only 25.9% of the studies explicitly address police crisis communication. The remaining 74.1% primarily explore broader policing themes, including public health, media relations, negotiation, strategic communication, operational practices, and mental health. Notably, the findings indicate that only 29.4% of the reviewed articles explicitly engage with well-established crisis communication and public relations theories, while the remaining 70.6% adopt a policing-focused perspective without theoretical integration from these fields. These findings highlight a critical gap in the literature and underscore the need for further interdisciplinary research into the specific dynamics of police crisis communication, particularly in the context of critical incidents and national emergencies.
DOI: 10.15468/dl.x8ueju
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tribulus terrestris",
 "Country is Libya",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039030-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dusfzy
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tribulus terrestris",
 "Country is Papua New Guinea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039031-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yv73cq
title: Occurrence Download

description: A dataset containing 333 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Capsicum annuum"
 ]
}

 The dataset includes 333 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039032-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11280959
title: Sensor-based Pallet Activity Recognition in Logistics (SPARL Version 1) - A multi-modal Dataset

description: SPARL is a freely accessible data set for sensor-based activity recognition of pallets in logistics. The data set consists of 16 recordings. Three different sensors (MBIENTLAB MetaMotionS, MSR Electronics MSR 145, Kistler KiDaQ Module 5512A) were used simultaneously for all recordings. The recordings were accompanied by three cameras, of which two representative recordings are included anonymously in the data set. One scenario was executed rather slowly and the other faster in order to record different types of execution. The videos were annotated by one person in each frame. For this purpose, the annotation tool SARA was used, which can be found here: https://zenodo.org/records/8189341. The JSON schema used for annotation is also included in the SPARL dataset. The R code used our evaluation can be found in GitHub at https://github.com/bommert/ETFA24

If you have any questions about the dataset, please contact: sven.franke@tu-dortmund.de

If you use this dataset for research, please cite the following paper: “Smart pallets: Towards event detection using IMUs”, IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), DOI: 10.1109/ETFA61755.2024.10710674.
DOI: 10.17032/shu-0000000171
title: The Language of Parole Board Hearings: interviews with Parole Board panel members

description: Transcripts of interviews conducted with Parole Board panel members
description: Qualitive interviews (via videocall)
description: Recordings were transcribed. References to people, specific places, etc. were anonymised or redacted
DOI: 10.15468/dl.ytzhzh
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Paraguay",
 "TaxonKey is Acanthochelys macrocephala"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039034-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yy2kye
title: Occurrence Download

description: A dataset containing 1807 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ruellia asperula"
 ]
}

 The dataset includes 1807 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039033-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dwm8h4
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tribulus terrestris",
 "Country is Timor-Leste",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039037-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.93u335
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acentrogobius pflaumii",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 65 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039039-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ya6xc
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Metasequoia glyptostroboides",
 "Year 2015-2025"
 ]
}

 The dataset includes 21 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039038-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g8gmgf
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helianthus tuberosus",
 "Country is Albania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039040-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tzk2nb
title: Occurrence Download

description: A dataset containing 118483 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bufo bufo",
 "MediaType is Image"
 ]
}

 The dataset includes 118483 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039002-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5gb42v
title: Occurrence Download

description: A dataset containing 1522 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helianthus tuberosus",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1522 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039041-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.44qbv9
title: Occurrence Download

description: A dataset containing 4889 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rumex hastatulus"
 ]
}

 The dataset includes 4889 records from 154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039042-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7tg24x
title: Occurrence Download

description: A dataset containing 77314 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "TaxonKey is Porifera"
 ]
}

 The dataset includes 77314 records from 141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039016-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fnach9
title: Occurrence Download

description: A dataset containing 807 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rumex graminifolius"
 ]
}

 The dataset includes 807 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039043-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s989z3
title: Occurrence Download

description: A dataset containing 1433 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Medicago sativa"
 ]
}

 The dataset includes 1433 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039044-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k9677e
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 (Gallinago delicata)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039045-250717081556266/datasets/export for details.
DOI: 10.15468/dl.yqvbfe
title: Occurrence Download

description: A dataset containing 18404 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 (Gallinago delicata)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 18404 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039047-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11280958
title: Sensor-based Pallet Activity Recognition in Logistics (SPARL Version 2) - A multi-modal Dataset

description: SPARL is a freely accessible data set for sensor-based activity recognition of pallets in logistics. The data set consists of 20 recordings from three scenarios. A description of the scenarios can be found in the protocol file.

Four different sensors were used simultaneously for all recordings:



MSR Electronics MSR 145



Sampling rate 50 Hz



MBIENTLAB MetaMotionS



Sampling rate 100 Hz



Kistler KiDaQ Module 5512A



Sampling rate 100 kHz

the raw data is also downsampled to 5 kHz and 20 kHz for easier processing 



Holybro Flightcontroller PX4FMU



The board uses two accelerometers and two gyroscopes, all with a sampling rate of 1000 Hz



Accelerometer 1: IvenSense MPU6000 

Accelerometer 2: STMicroelectronics LSM303D 

Gyroscope 1: IvenSense MPU6000

Gyroscope 2: STMicroelectronics L3GD20






The recordings were accompanied by three logitech Mevo Start cameras, of which all recordings are included anonymously in the data set. 

The videos were annotated by one person in each frame. For this purpose, the annotation tool SARA was used, which can be found here. The JSON schema used for annotation is also included in the SPARL dataset. The R code used our evaluation can be found in GitHub.

If you have any questions about the dataset, please contact: sven.franke@tu-dortmund.de

If you use this dataset for research, please cite the following paper: “Data-driven, sensor-based taxonomy for environmental life cycle assessment of pallets”, Nr. 20 (2024): Logistics Journal: Proceedings, DOI: 10.2195/lj_proc_franke_en_202410_01
DOI: 10.5281/zenodo.13318882
title: Sensor-based Pallet Activity Recognition in Logistics (SPARL Version 2) - A multi-modal Dataset

description: SPARL is a freely accessible data set for sensor-based activity recognition of pallets in logistics. The data set consists of 20 recordings from three scenarios. A description of the scenarios can be found in the protocol file.

Four different sensors were used simultaneously for all recordings:



MSR Electronics MSR 145



Sampling rate 50 Hz



MBIENTLAB MetaMotionS



Sampling rate 100 Hz



Kistler KiDaQ Module 5512A



Sampling rate 100 kHz

the raw data is also downsampled to 5 kHz and 20 kHz for easier processing 



Holybro Flightcontroller PX4FMU



The board uses two accelerometers and two gyroscopes, all with a sampling rate of 1000 Hz



Accelerometer 1: IvenSense MPU6000 

Accelerometer 2: STMicroelectronics LSM303D 

Gyroscope 1: IvenSense MPU6000

Gyroscope 2: STMicroelectronics L3GD20






The recordings were accompanied by three logitech Mevo Start cameras, of which all recordings are included anonymously in the data set. 

The videos were annotated by one person in each frame. For this purpose, the annotation tool SARA was used, which can be found here. The JSON schema used for annotation is also included in the SPARL dataset. The R code used our evaluation can be found in GitHub.

If you have any questions about the dataset, please contact: sven.franke@tu-dortmund.de

If you use this dataset for research, please cite the following paper: “Data-driven, sensor-based taxonomy for environmental life cycle assessment of pallets”, Nr. 20 (2024): Logistics Journal: Proceedings, DOI: 10.2195/lj_proc_franke_en_202410_01
DOI: 10.15468/dl.7wfuaq
title: Occurrence Download

description: A dataset containing 2845 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Spodoptera frugiperda"
 ]
}

 The dataset includes 2845 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039048-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/c2th-yh24
title: ICARUS Chamber Experiment: Nizkorodov Lab_20210930_Naphthalene/Nitric oxide_Hydroxyl radical_No Seed_80RH

description: Goals: Prepare NAP SOA at 80 RH, with high NOx, and without NH3Summary: Prepare NAP SOA at 80 RH, with high NOx, and without NH3Organization: Nizkorodov Lab Lab Affiliation: University of California, Irvine Chamber: Nizkorodov ChamberExperiment Category: Aerosol formation Oxidant: Hydroxyl radical Reactants: Naphthalene, Nitric oxide Reaction Type: Photooxidation Relative Humidity: 87.3 Temperature: 21
DOI: 10.15468/dl.gbbfuq
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tribulus terrestris",
 "Country is Uzbekistan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 84 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039050-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwrh9b
title: Occurrence Download

description: A dataset containing 8237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tribulus terrestris",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8237 records from 151 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039049-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e69qrc
title: Occurrence Download

description: A dataset containing 1375 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium campestre",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1375 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039053-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tryz9t
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helianthus tuberosus",
 "Country is Cyprus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039051-250717081556266/datasets/export for details.
DOI: 10.15468/dl.f9t922
title: Occurrence Download

description: A dataset containing 11719 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Perca fluviatilis",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11719 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039052-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17032/shu-0000000278
title: Oral hearings conducted by the Parole Board of England and Wales: transcripts

description: Transcribed extracts from oral hearings conducted by the Parole Board of England and Wales. These extracts underpin the published outputs produced from the research. Also contained are analysis notes and coding
description: Oral hearings are recorded by the Parole Board of England and Wales. The Parole Board granted us access to recordings of 40 oral hearings, and these were transcribed and analysed by the lead researcher and two RAs
description: All potentially personally identifying information has been redacted from these transcripts