cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/independent-c69-33113
title: Claims (GX 13106 - GX 13463), 1987

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1987. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.a35vge
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation, Material sample)",
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Toxicodendron radicans",
 "Year 1970-2026"
 ]
}

 The dataset includes 76 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074110-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14397202
title: JWST Labeled Dataset
DOI: 10.5281/zenodo.18041475
title: Towards Constraining the Drivers of Variability and Trends in Subantarctic Productivity

description: Datasets for reproducing PISCES-Quota-Fe (JRA55 historical run) model analyses in Traill et al. (2026) "Towards Constraining the Drivers of Variability and Trends in Subantarctic Productivity", Biogeosciences Discussions.

Data processing, analysis and figure production code is provided and can be accessed at https://doi.org/10.5281/zenodo.18148572, or directly on Github at https://github.com/cdtraill/Traill-et-al.-2025-Towards-constraining-drivers-of-subantarctic-productivity-variability-and-trends.
DOI: 10.5281/zenodo.18041474
title: Towards Constraining the Drivers of Variability and Trends in Subantarctic Productivity

description: Datasets for reproducing PISCES-Quota-Fe (JRA55 historical run) model analyses in Traill et al. (2026) "Towards Constraining the Drivers of Variability and Trends in Subantarctic Productivity", Biogeosciences Discussions.

Data processing, analysis and figure production code is provided and can be accessed at https://doi.org/10.5281/zenodo.18148572, or directly on Github at https://github.com/cdtraill/Traill-et-al.-2025-Towards-constraining-drivers-of-subantarctic-productivity-variability-and-trends.
DOI: 10.15468/dl.tpry4p
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.14_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Podiceps nigricollis",
 "Year 1990-2024"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074111-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ws6269
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Parnassius orleans"
 ]
}

 The dataset includes 49 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074112-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5g7uf
title: Occurrence Download

description: A dataset containing 7126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rubus rosifolius)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7126 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074115-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.367xxm
title: Occurrence Download

description: A dataset containing 165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is Acacia catechu"
 ]
}

 The dataset includes 165 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074117-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18149577
title: Ucinet analysis and virtual farmland matrix data

description: This document contains all relevant data, analytical process files, and results from the manuscript titled "Telecoupling Perspective on the Evolution and Driving Factors of Virtual Cropland Networks in Global Wheat Trade."

The specific data included are:① Virtual Cropland Matrix Data (virtual cropland matrices for eight time points from 1995 to 2023);② UCINET Analysis (comprising degree centrality, closeness centrality, betweenness centrality, network density, average path length, clustering coefficient, QAP analysis process files, and result files for each time point).
DOI: 10.5281/zenodo.18149578
title: Ucinet analysis and virtual farmland matrix data

description: This document contains all relevant data, analytical process files, and results from the manuscript titled "Telecoupling Perspective on the Evolution and Driving Factors of Virtual Cropland Networks in Global Wheat Trade."

The specific data included are:① Virtual Cropland Matrix Data (virtual cropland matrices for eight time points from 1995 to 2023);② UCINET Analysis (comprising degree centrality, closeness centrality, betweenness centrality, network density, average path length, clustering coefficient, QAP analysis process files, and result files for each time point).
DOI: 10.15468/dl.hrfjx9
title: Occurrence Download

description: A dataset containing 82926 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hadena bicruris",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 82926 records from 262 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074102-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30964294
title: <b>Misperceived Public Attitudes Undermine Support for Sexual and Gender Identity Disclosure in Japan</b>

description: <b>Abstract</b> Despite the well-documented negative consequences of concealing one’s sexual and gender identity for mental health, coming out remains a profoundly challenging experience for sexual and gender minorities (SGMs) globally. What deters them from disclosing their identities? The underlying barriers are not fully understood, and evidence is particularly scarce in non-Western contexts. Given the critical role of perceived social support in shaping coming-out decisions, this study examined the psychological mechanisms that underlie support for coming out. We surveyed heterosexual and cisgender individuals in Japan (<i>N</i> = 370), a developed country where SGMs often encounter greater difficulties in coming out relative to other nations. Specifically, we investigated whether and how supportive attitudes toward coming out are influenced by attitudes toward SGMs, with particular attention to the role of pluralistic ignorance. Participants reported both their private attitudes and their perceptions of societal attitudes toward SGMs. Analyses revealed a consistent pattern of pluralistic ignorance: participants believed that their own attitudes were more positive than those of the general public. Crucially, this misperception was associated with reduced support for SGMs’ willingness to come out. These findings shed light on how social support for SGMs is psychologically constructed and suggest that correcting the misperception of societal norms may be key to promoting more inclusive and supportive behaviors.
DOI: 10.6084/m9.figshare.30964294.v1
title: <b>Misperceived Public Attitudes Undermine Support for Sexual and Gender Identity Disclosure in Japan</b>

description: <b>Abstract</b> Despite the well-documented negative consequences of concealing one’s sexual and gender identity for mental health, coming out remains a profoundly challenging experience for sexual and gender minorities (SGMs) globally. What deters them from disclosing their identities? The underlying barriers are not fully understood, and evidence is particularly scarce in non-Western contexts. Given the critical role of perceived social support in shaping coming-out decisions, this study examined the psychological mechanisms that underlie support for coming out. We surveyed heterosexual and cisgender individuals in Japan (<i>N</i> = 370), a developed country where SGMs often encounter greater difficulties in coming out relative to other nations. Specifically, we investigated whether and how supportive attitudes toward coming out are influenced by attitudes toward SGMs, with particular attention to the role of pluralistic ignorance. Participants reported both their private attitudes and their perceptions of societal attitudes toward SGMs. Analyses revealed a consistent pattern of pluralistic ignorance: participants believed that their own attitudes were more positive than those of the general public. Crucially, this misperception was associated with reduced support for SGMs’ willingness to come out. These findings shed light on how social support for SGMs is psychologically constructed and suggest that correcting the misperception of societal norms may be key to promoting more inclusive and supportive behaviors.
DOI: 10.15468/dl.khzsqt
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.14_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Centropus sinensis",
 "Year 1990-2024"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074118-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15041688
title: Regulatory risk loci link disrupted androgen response to pathophysiology of Polycystic Ovary Syndrome

description: Supplementary figures, tables, and Models and weights for eleven cell-type specific TREDNet phase two models.

Phase one model files are deposited at https://doi.org/10.5281/zenodo.8161621.
DOI: 10.5281/zenodo.18149764
title: Regulatory risk loci link disrupted androgen response to pathophysiology of Polycystic Ovary Syndrome

description: Supplementary figures, tables, and Models and weights for eleven cell-type specific TREDNet phase two models.

Phase one model files are deposited at https://doi.org/10.5281/zenodo.8161621.
DOI: 10.15468/dl.evpa95
title: Occurrence Download

description: A dataset containing 74244 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Balearica regulorum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 74244 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074106-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30997273
title: Supplementary Material for: Recurrent episcleritis revealing pulmonary tuberculosis in an adolescent: a case report and literature review

description: Abstract
Background
Tuberculosis (TB) can affect the eye through direct infection or immune mechanisms. While ocular TB most often presents as uveitis or scleritis, episcleritis is an uncommon manifestation and can be mistaken for an idiopathic or autoimmune disease.
Case Presentation
A 17-year-old female patient presented at our hospital with recurrent episcleritis. The first two flare-ups were mild and responded well to conservative treatment; therefore, no further investigation was pursued at the time. However, during the third episode, routine baseline workup revealed a mildly elevated erythrocyte sedimentation rate with a normal chest radiograph (CXR). Given recurrence and a presumed immune-mediated process, she received topical steroids and low-dose methotrexate. Weeks later, she began experiencing fever and a persistent cough. On repeat CXR showed new left upper-lobe changes prompting computed tomography (CT) that revealed cavitary lesions. Bronchoalveolar lavage confirmed Mycobacterium tuberculosis. She was promptly switched to standard anti-tubercular therapy (ATT) showing systemic improvement, and without exhibiting additional episcleritis episodes
Conclusions
In TB-endemic settings, recurrent episcleritis warrants evaluation for TB before initiating or escalating immunosuppression. New systemic symptoms should prompt repeat chest imaging and microbiologic testing.
DOI: 10.6084/m9.figshare.30997273.v1
title: Supplementary Material for: Recurrent episcleritis revealing pulmonary tuberculosis in an adolescent: a case report and literature review

description: Abstract
Background
Tuberculosis (TB) can affect the eye through direct infection or immune mechanisms. While ocular TB most often presents as uveitis or scleritis, episcleritis is an uncommon manifestation and can be mistaken for an idiopathic or autoimmune disease.
Case Presentation
A 17-year-old female patient presented at our hospital with recurrent episcleritis. The first two flare-ups were mild and responded well to conservative treatment; therefore, no further investigation was pursued at the time. However, during the third episode, routine baseline workup revealed a mildly elevated erythrocyte sedimentation rate with a normal chest radiograph (CXR). Given recurrence and a presumed immune-mediated process, she received topical steroids and low-dose methotrexate. Weeks later, she began experiencing fever and a persistent cough. On repeat CXR showed new left upper-lobe changes prompting computed tomography (CT) that revealed cavitary lesions. Bronchoalveolar lavage confirmed Mycobacterium tuberculosis. She was promptly switched to standard anti-tubercular therapy (ATT) showing systemic improvement, and without exhibiting additional episcleritis episodes
Conclusions
In TB-endemic settings, recurrent episcleritis warrants evaluation for TB before initiating or escalating immunosuppression. New systemic symptoms should prompt repeat chest imaging and microbiologic testing.
DOI: 10.15468/dl.dfe9hb
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.14_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Centropus bengalensis",
 "Year 1990-2024"
 ]
}

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074120-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fvnhkx
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Moschus chrysogaster"
 ]
}

 The dataset includes 67 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074121-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebjgjg
title: Occurrence Download

description: A dataset listing the 43 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Endemic flora of Nepal at KATH"
 ]
}

 The dataset's 43 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074119-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xhfcnf
title: Occurrence Download

description: A dataset containing 126305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Potentilla indica)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 126305 records from 604 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074114-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjkgmk
title: Occurrence Download

description: A dataset containing 169281 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sanguisorba minor)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 169281 records from 809 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074116-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17279769
title: Annual 30-m maps of above-ground biomass for Utah and Nevada, 2001-2022

description: Above-ground biomass was estimated and mapped for Utah and Nevada at annual temporal resolution from 2001 to 2022. Canopy cover density and disturbance history from Landsat data and environmental variables from various sources were used to derive a machine learning model, which was trained on Global Ecosystem Dynamics Investigation (GEDI) data from 2019 to 2022 and applied retrospectively to 2001-2022 Landsat data. The maps were organized as raster files at 0.00025-degree resolution in the unit of tons per pixel.
DOI: 10.5281/zenodo.17279770
title: Annual 30-m maps of above-ground biomass for Utah and Nevada, 2001-2022

description: Above-ground biomass was estimated and mapped for Utah and Nevada at annual temporal resolution from 2001 to 2022. Canopy cover density and disturbance history from Landsat data and environmental variables from various sources were used to derive a machine learning model, which was trained on Global Ecosystem Dynamics Investigation (GEDI) data from 2019 to 2022 and applied retrospectively to 2001-2022 Landsat data. The maps were organized as raster files at 0.00025-degree resolution in the unit of tons per pixel.
DOI: 10.15468/dl.9eu5ny
title: Occurrence Download

description: A dataset containing 181010 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Türkiye",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 181010 records from 523 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058264-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1124627
title: Images from an Archaeological Evaluation at Burwell NG substation, Cambridgeshire, June 2021

description: This digital archive comprises images from an archaeological trial trench evaluation was undertaken on land at Burwell NG substation, Cambridgeshire, during June 2021. The work took place in advance of construction works associated with the installation of two new 225MVAr Switched Capacitors (MSC) within the existing Burwell 400kV main substation in Burwell. The work was undertaken by Network Archaeology Ltd.
DOI: 10.15468/dl.5hmb94
title: Occurrence Download

description: A dataset containing 501119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Silene dioica (L.) Clairv."
 ]
}

 The dataset includes 501119 records from 1677 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006181-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1047297.10fu
title: SH1047297.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1047298.10fu
title: SH1047298.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.