cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.bmdq1w
title: Occurrence Download

description: A dataset containing 2105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tragopogon dubius Scop.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Literature Occurrence"
 ]
 }
 ]
}

 The dataset includes 2105 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001058-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5y2xxd
title: Occurrence Download

description: A dataset containing 16385 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Animal Sound Archive",
 "MediaType is Audio"
 ]
}

 The dataset includes 16385 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179924-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v65yb5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "SpeciesKey" : [
 "is Platanthera macrophylla"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002727-240506114902167/datasets/export for details.
DOI: 10.25549/independent-c69-18969
title: Telephone complaints, specific incidents, 1990 Dec. - 1991 June

description: Telephone complaints, specific incidents, 1990 December 11 - 1991 June 27. PART OF A SERIES: Materials in the series fall into one of several categories related to the Independent Commission's work product: (1) Commission meeting materials, which include meeting agendas, work plans, memoranda, and articles about police misconduct that were circulated and reviewed during the Commission's internal meetings; (2) public correspondence, which includes citizen complaints against the LAPD in the form of written testimony, articles, and an audio cassette tape, as well as letters drafted by citizens in support of the LAPD; (3) summaries of interviews held with LAPD officers regarding Departmental procedures and relations; (4) public meeting materials, which include transcripts, supplementary documents, and witness statements that were reviewed at the Commission's public meetings; (5) press releases related to the formation and work product of the Commission; and (6) miscellaneous materials reviewed by the Commission during its study, including LAPD personnel and training manuals, a memorandum of understanding, and messages from the LAPD's Mobile Digital Terminal (MDT) system.
DOI: 10.15468/dl.7h832j
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arietellus pavoninus Sars G.O., 1905"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001058-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hpyuch
title: Occurrence Download

description: A dataset containing 350340 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haloragaceae",
 "HasCoordinate is true"
 ]
}

 The dataset includes 350340 records from 1246 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179935-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wmh87245bj
title: Family happiness index among general population: Dataset of repeated cross-sectional surveys from 2019 to 2025 in Hong Kong SAR

description: The dataset consisted of 7,744 responses collected via an online survey and/or face-to-face method in Hong Kong during periods of social unrest, the COVID-19 pandemic, and subsequent post-pandemic normalcy. No data were collected in 2020. Data collection was conducted using a self-administered questionnaire that included demographic information (e.g., gender, age range, marital status, parental status, family status, family composition, education level, employment status, and monthly income), self-rated family happiness, individual happiness, five love languages, a 4-item mental capital measure, family health (i.e., physical and mental health status), family resilience, and family resources. While most items remained consistent across the years, some were added, revised, or deleted in response to changing social situations (refer to the data file 2_index values comparison for details).
Data verification was performed, and additional computations (i.e., total score of family solidarity and a mean score of family resources) were included to enhance interpretability. Despite these modifications, the raw data were preserved. The items and their corresponding response formats were detailed, and a dot "." was used to indicate missing data.
The project was funded by Wofoo Social Enterprise (ref: WOFOO21041), and Research Matching Grants Scheme (RMGS), the Research Grants Council, University Grants Committee.
DOI: 10.15468/dl.ansxzs
title: Occurrence Download

description: A dataset containing 4912 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diplosoma listerianum"
 ]
}

 The dataset includes 4912 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001607-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wmh87245bj.3
title: Family happiness index among general population: Dataset of repeated cross-sectional surveys from 2019 to 2025 in Hong Kong SAR

description: The dataset consisted of 7,744 responses collected via an online survey and/or face-to-face method in Hong Kong during periods of social unrest, the COVID-19 pandemic, and subsequent post-pandemic normalcy. No data were collected in 2020. Data collection was conducted using a self-administered questionnaire that included demographic information (e.g., gender, age range, marital status, parental status, family status, family composition, education level, employment status, and monthly income), self-rated family happiness, individual happiness, five love languages, a 4-item mental capital measure, family health (i.e., physical and mental health status), family resilience, and family resources. While most items remained consistent across the years, some were added, revised, or deleted in response to changing social situations (refer to the data file 2_index values comparison for details).
Data verification was performed, and additional computations (i.e., total score of family solidarity and a mean score of family resources) were included to enhance interpretability. Despite these modifications, the raw data were preserved. The items and their corresponding response formats were detailed, and a dot "." was used to indicate missing data.
The project was funded by Wofoo Social Enterprise (ref: WOFOO21041), and Research Matching Grants Scheme (RMGS), the Research Grants Council, University Grants Committee.
DOI: 10.17632/jmrhxb5666
title: Pairwise Duplicate News Dataset

description: The Pairwise Duplicate News Dataset consists of 10,836 article pairs (5,418 duplicate and 5,418 non-duplicate) collected from seven major Pakistani English news outlets, DAWN, The Express Tribune, GEO News, The News International, The Nation, 24 News, and 92 News HD. The dataset was created from a larger corpus of 54,929 news articles covering eight categories: National, World, Business, Sports, Entertainment, Crime, Technology, and Health.
The dataset was constructed using Sentence-BERT embeddings and FAISS cosine similarity search, with a similarity threshold of 0.85 for identifying duplicate articles. Each duplicate cluster represents a single real-world news event, and one pair was sampled per cluster. Non-duplicate pairs were formed by randomly pairing articles from different clusters and stratified into three similarity levels: easy (0.2-0.3), medium (0.3-0.5), and hard (0.5-0.7) to ensure balanced evaluation difficulty.
DOI: 10.17632/jmrhxb5666.1
title: Pairwise Duplicate News Dataset

description: The Pairwise Duplicate News Dataset consists of 10,836 article pairs (5,418 duplicate and 5,418 non-duplicate) collected from seven major Pakistani English news outlets, DAWN, The Express Tribune, GEO News, The News International, The Nation, 24 News, and 92 News HD. The dataset was created from a larger corpus of 54,929 news articles covering eight categories: National, World, Business, Sports, Entertainment, Crime, Technology, and Health.
The dataset was constructed using Sentence-BERT embeddings and FAISS cosine similarity search, with a similarity threshold of 0.85 for identifying duplicate articles. Each duplicate cluster represents a single real-world news event, and one pair was sampled per cluster. Non-duplicate pairs were formed by randomly pairing articles from different clusters and stratified into three similarity levels: easy (0.2-0.3), medium (0.3-0.5), and hard (0.5-0.7) to ensure balanced evaluation difficulty.
DOI: 10.17632/bjhxyk835m
title: Competencia profesional humanizadora: diseño y validación de una escala en profesionales sociosanitarios.

description: This dataset contains the data used in the study “Humanizing professional competence: scale design and validation in social and healthcare professionals.” It includes socio-demographic and professional information (age, sex, workplace, educational level, work area, professional role, and years of experience), together with the responses to the 21 items of the Humanizing Professional Competence Scale (HPCS). The scale assesses humanizing professional competence across seven dimensions: scientific-technical, emotional, relational, ethical, spiritual, cultural, and managerial competence.

The data were collected through the Instituto Salvadoreño del Seguro Social from a total sample of 1,458 social and healthcare professionals. All participants provided responses voluntarily and the dataset has been fully anonymized to protect personal privacy.

The dataset is provided in .xlsx format and contains all variables needed to reproduce the analyses reported in the associated manuscript. These data may be used to support further psychometric studies or research related to humanized care in professional settings.

Reuse of these data requires proper citation of the dataset and the associated original article. Any commercial or unrelated use must be approved by the corresponding author.
DOI: 10.17632/bjhxyk835m.1
title: Competencia profesional humanizadora: diseño y validación de una escala en profesionales sociosanitarios.

description: This dataset contains the data used in the study “Humanizing professional competence: scale design and validation in social and healthcare professionals.” It includes socio-demographic and professional information (age, sex, workplace, educational level, work area, professional role, and years of experience), together with the responses to the 21 items of the Humanizing Professional Competence Scale (HPCS). The scale assesses humanizing professional competence across seven dimensions: scientific-technical, emotional, relational, ethical, spiritual, cultural, and managerial competence.

The data were collected through the Instituto Salvadoreño del Seguro Social from a total sample of 1,458 social and healthcare professionals. All participants provided responses voluntarily and the dataset has been fully anonymized to protect personal privacy.

The dataset is provided in .xlsx format and contains all variables needed to reproduce the analyses reported in the associated manuscript. These data may be used to support further psychometric studies or research related to humanized care in professional settings.

Reuse of these data requires proper citation of the dataset and the associated original article. Any commercial or unrelated use must be approved by the corresponding author.
DOI: 10.17632/kpng7nnf29
title: Fourie et al Food quantity odour data

description: These data were used to test whether odour cues alone would enable a mammalian herbivore to make patch choice decisions based on forage quantity from afar. We used semi-domesticated African elephants (Loxodonta africana) as a model system due to their reliance on olfaction and their high foraging selectivity. Elephants reliably selected the patch with more food when the difference in quantity was &gt;600 g. Previous research suggests that 600 g corresponds to approximately 6–10 trunk loads of grass or 16–29 trunk loads of woody vegetation leaves. Our findings suggest that olfactory cues can facilitate long-distance foraging decisions in mammalian herbivores based on relatively fine-scale differences in food availability.
DOI: 10.17632/kpng7nnf29.3
title: Fourie et al Food quantity odour data

description: These data were used to test whether odour cues alone would enable a mammalian herbivore to make patch choice decisions based on forage quantity from afar. We used semi-domesticated African elephants (Loxodonta africana) as a model system due to their reliance on olfaction and their high foraging selectivity. Elephants reliably selected the patch with more food when the difference in quantity was &gt;600 g. Previous research suggests that 600 g corresponds to approximately 6–10 trunk loads of grass or 16–29 trunk loads of woody vegetation leaves. Our findings suggest that olfactory cues can facilitate long-distance foraging decisions in mammalian herbivores based on relatively fine-scale differences in food availability.
DOI: 10.25549/webster-c100-77453
title: After-action reporting for April/May riots, 1992-07-15

description: After-action reporting for April/May riots by Operations, Operations - South Bureau, 1992 July 15. PART OF SERIES: Included in the series are internal documents produced by the LAPD, which aided the Webster Commission in its assessment of the Department's operations. Materials include copies of the Watch Commander's Daily Reports between October, 1991 and May, 1992; critiques and after-action reports on the riots issued by each LAPD bureau; and correspondence regarding personnel and budget matters, crime statistics, and several Department-initiated programs. Also included are several documents, including schedules, press releases, and memoranda, that were issued by the office of Los Angeles Mayor Tom Bradley regarding the verdicts in the Rodney King case.
DOI: 10.25549/webster-c100-77427
title: After-action reporting for April/May riots, 1992-07-15

description: After-action reporting for April/May riots by Operations, Operations - South Bureau, 1992 July 15. PART OF SERIES: Included in the series are internal documents produced by the LAPD, which aided the Webster Commission in its assessment of the Department's operations. Materials include copies of the Watch Commander's Daily Reports between October, 1991 and May, 1992; critiques and after-action reports on the riots issued by each LAPD bureau; and correspondence regarding personnel and budget matters, crime statistics, and several Department-initiated programs. Also included are several documents, including schedules, press releases, and memoranda, that were issued by the office of Los Angeles Mayor Tom Bradley regarding the verdicts in the Rodney King case.
DOI: 10.25549/webster-c100-32911
title: John Paige, interview, 1992-07-22

description: Interview of John Paige, Sergeant of the Los Angeles Police Department's Newton Division, about his recollection of the civil disturbance, and his impressions of the Los Angeles Police Department's subsequent response to the violence and unrest, 1992 July 22. PART OF SERIES: After the violence had subsided, the Webster Commission met of a variety of public officials, law enforcement personnel, activists, and community leaders to discuss the rioting, its root causes, and the adequacy of the LAPD's response. The series includes summaries of these meetings, including questions and comments along of the interviewers' own mental impressions, conclusions, and opinions. Materials are arranged in alphabetical order, according to the last name of the interviewee.
DOI: 10.25549/webster-c100-33374
title: Lieutenant Ludwig, interview 1992-09-30

description: Interview of Lieutenant Ludwig of the Los Angeles Police Department's Central Division about his personal involvement in the civil disturbance, the Los Angeles Police Department's preparedness to handle this type of disturbance, and the adequacy of the Los Angeles Police Department's response to the violence and unrest, 1992 September 30. PART OF SERIES: After the violence had subsided, the Webster Commission met of a variety of public officials, law enforcement personnel, activists, and community leaders to discuss the rioting, its root causes, and the adequacy of the LAPD's response. The series includes summaries of these meetings, including questions and comments along of the interviewers' own mental impressions, conclusions, and opinions. Materials are arranged in alphabetical order, according to the last name of the interviewee.
DOI: 10.25549/webster-c100-40124
title: Weekly status report number 3, 1992-06-19

description: Weekly status report number 3, 1992 June 19. PART OF SERIES: The series consists of 14 status reports maintained by the Webster Commission's General Counsel. These reports were submitted weekly to Special Advisor William Webster and Deputy Special Advisor Hubert Williams and serve as the "official record" of the Webster Commission. Materials are organized chronologically by report date.
DOI: 10.25549/webster-c100-74374
title: Watch commander's daily report, 1991-09-08/1991-09-21

description: Collection of watch commander's daily reports, 1991 September 8 - 21. PART OF SERIES: Included in the series are copies of the LAPD Watch Commander's Daily Reports from June to November, 1991.
DOI: 10.25549/webster-c100-38437
title: Inter-Agency Team Final Report, Los Angeles County Sheriff's Department, 1992

description: Inter-Agency Team Final Report, Appendix: Los Angeles County Sheriff's Department Miscellaneous materials collected by the Inter-Agency team regarding the role of the Los Angeles County Sheriff's Department in the response to the 1992 riots, 1992. PART OF SERIES: In addition to analyzing the 1992 riots as a whole, the Webster Commission also divided into several smaller task forces and study groups, each of which addressed one specific aspect of the civil disturbance. The series consists of reports and appendices produced by five of these groups: the Chronology Team, the Public Officials and Community Team, the LAPD Team, the Comparisons Study Group, and the Inter-Agency Team. Also included are two copies of Webster Scope, a report that interprets the riots and their cumulative effects primarily through graphs, charts, statistics, and figures, and several research memoranda that discuss the legality of several riot-response tactics. PART OF SUBSERIES: Materials related to a final report issued by the Webster Commission's Inter-Agency Team. which evaluated the collaboration between the LAPD and other law enforcement agencies in the advent of the 1992 riots. Included is a copy of the final report and the report's appendices, which are comprised of interviews, memoranda, statistical analyses, handbooks, and other miscellaneous documents.
DOI: 10.25549/webster-c100-38359
title: Inter-Agency Team Final Report, Los Angeles County Sheriff's Department, 1992

description: Inter-Agency Team Final Report, Appendix: Los Angeles County Sheriff's Department Miscellaneous materials collected by the Inter-Agency team regarding the role of the Los Angeles County Sheriff's Department in the response to the 1992 riots, 1992. PART OF SERIES: In addition to analyzing the 1992 riots as a whole, the Webster Commission also divided into several smaller task forces and study groups, each of which addressed one specific aspect of the civil disturbance. The series consists of reports and appendices produced by five of these groups: the Chronology Team, the Public Officials and Community Team, the LAPD Team, the Comparisons Study Group, and the Inter-Agency Team. Also included are two copies of Webster Scope, a report that interprets the riots and their cumulative effects primarily through graphs, charts, statistics, and figures, and several research memoranda that discuss the legality of several riot-response tactics. PART OF SUBSERIES: Materials related to a final report issued by the Webster Commission's Inter-Agency Team. which evaluated the collaboration between the LAPD and other law enforcement agencies in the advent of the 1992 riots. Included is a copy of the final report and the report's appendices, which are comprised of interviews, memoranda, statistical analyses, handbooks, and other miscellaneous documents.
DOI: 10.25549/webster-c100-77510
title: After-action reporting for April/May riots, 1992-07-15

description: After-action reporting for April/May riots by Operations, Operations - South Bureau, 1992 July 15. PART OF SERIES: Included in the series are internal documents produced by the LAPD, which aided the Webster Commission in its assessment of the Department's operations. Materials include copies of the Watch Commander's Daily Reports between October, 1991 and May, 1992; critiques and after-action reports on the riots issued by each LAPD bureau; and correspondence regarding personnel and budget matters, crime statistics, and several Department-initiated programs. Also included are several documents, including schedules, press releases, and memoranda, that were issued by the office of Los Angeles Mayor Tom Bradley regarding the verdicts in the Rodney King case.
DOI: 10.25549/webster-c100-77478
title: After-action reporting for April/May riots, 1992-07-15

description: After-action reporting for April/May riots by Operations, Operations - South Bureau, 1992 July 15. PART OF SERIES: Included in the series are internal documents produced by the LAPD, which aided the Webster Commission in its assessment of the Department's operations. Materials include copies of the Watch Commander's Daily Reports between October, 1991 and May, 1992; critiques and after-action reports on the riots issued by each LAPD bureau; and correspondence regarding personnel and budget matters, crime statistics, and several Department-initiated programs. Also included are several documents, including schedules, press releases, and memoranda, that were issued by the office of Los Angeles Mayor Tom Bradley regarding the verdicts in the Rodney King case.
DOI: 10.25549/webster-c100-32410
title: Roundtable 9, discussion, 1992-06-24

description: Roundtable discussion with Major General Marvin Covault, Brigadier General Kernan, and Colonel Mike Canavan of the United States Army. The discussion focused on the role and resources of the Army in relation to domestic civil disturbances; the interface between the Army and other law enforcement agencies in the Los Angeles area during the disturbance; the mobilization of the Army into the Los Angeles area; and the role of federal troops in connection with a domestic civil disturbance, 1992 June 24. PART OF SERIES: After the violence had subsided, the Webster Commission met of a variety of public officials, law enforcement personnel, activists, and community leaders to discuss the rioting, its root causes, and the adequacy of the LAPD's response. The series includes summaries of these meetings, including questions and comments along of the interviewers' own mental impressions, conclusions, and opinions. Materials are arranged in alphabetical order, according to the last name of the interviewee.