cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14922810
title: Mental Health Sensitive School Concept: Focus Group Discussions

description: Background: The ongoing war has exacerbated mental health challenges among students and educators in Ukraine, placing increased strain on the psychological support system within schools. While school-based psychological services have been integrated into Ukraine’s education system since 1993, they remain underfunded, understaffed, and structurally isolated from broader school policies and external healthcare services. This study explores the development of a Mental Health-Sensitive School Concept (MHSS), which seeks to integrate mental health considerations into educational environments using a systemic and participatory approach.

Objective: This study aims to develop and refine the MHSS framework by gathering stakeholder perspectives through focus group discussions (FGDs). It seeks to identify key principles, challenges, and implementation strategies to enhance mental health support in Ukrainian schools.

Methods: A qualitative research design was employed, using 12 FGDs with 205 participants across five Ukrainian regions. The participant pool included school administrators, teachers, psychologists, social pedagogues, and students. Discussions focused on mental health awareness, intervention feasibility, implementation barriers, and stakeholder roles. Thematic analysis was applied to synthesise key findings.

 

Two datasets are available for the Open Access:



The file "Participants FGDs.xlsx" contains demographical information about FGD participants (EN language).

The file "FGI Report Aug 2022.docx" contains FGDs direct results (UA language).

The file "Annex 1 Topic Guide.docx"  contains the FGD Topic Guide (EN language).

The file "Annex 2. FGDs participants distribution.docx" contains a summary table of participants' demographics (EN language).
DOI: 10.5281/zenodo.14922811
title: Mental Health Sensitive School Concept: Focus Group Discussions

description: Background: The ongoing war has exacerbated mental health challenges among students and educators in Ukraine, placing increased strain on the psychological support system within schools. While school-based psychological services have been integrated into Ukraine’s education system since 1993, they remain underfunded, understaffed, and structurally isolated from broader school policies and external healthcare services. This study explores the development of a Mental Health-Sensitive School Concept (MHSS), which seeks to integrate mental health considerations into educational environments using a systemic and participatory approach.

Objective: This study aims to develop and refine the MHSS framework by gathering stakeholder perspectives through focus group discussions (FGDs). It seeks to identify key principles, challenges, and implementation strategies to enhance mental health support in Ukrainian schools.

Methods: A qualitative research design was employed, using 12 FGDs with 205 participants across five Ukrainian regions. The participant pool included school administrators, teachers, psychologists, social pedagogues, and students. Discussions focused on mental health awareness, intervention feasibility, implementation barriers, and stakeholder roles. Thematic analysis was applied to synthesise key findings.

 

Two datasets are available for the Open Access:



The file "Participants FGDs.xlsx" contains demographical information about FGD participants (EN language).

The file "FGI Report Aug 2022.docx" contains FGDs direct results (UA language).

The file "Annex 1 Topic Guide.docx"  contains the FGD Topic Guide (EN language).

The file "Annex 2. FGDs participants distribution.docx" contains a summary table of participants' demographics (EN language).
DOI: 10.15468/dl.7em25e
title: Occurrence Download

description: A dataset containing 463 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viburnum lantana L.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 463 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000258-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2979h
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ethiopia",
 "OccurrenceStatus is Present",
 "TaxonKey is Loxodonta africana (Blumenbach, 1797)"
 ]
}

 The dataset includes 13 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000259-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vrpke
title: Occurrence Download

description: A dataset containing 8439 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crepidiastrum denticulatum (Houtt.) Pak & Kawano"
 ]
}

 The dataset includes 8439 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000260-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhnsr7
title: Occurrence Download

description: A dataset containing 238 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viburnum opulus L.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 238 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000262-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.au972w
title: Occurrence Download

description: A dataset containing 970 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Eltroplectris Raf."
 ]
}

 The dataset includes 970 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000257-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvrzdf
title: Occurrence Download

description: A dataset containing 5356 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crepidiastrum sonchifolium (Maxim.) Pak & Kawano"
 ]
}

 The dataset includes 5356 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000263-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xyah3
title: Occurrence Download

description: A dataset containing 486 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is DEU.3_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Melanargia galathea Linnaeus, 1758"
 ]
}

 The dataset includes 486 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000264-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ks3qj7
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viola montcaunica Pau",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 38 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000265-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fr8tbb
title: Occurrence Download

description: A dataset containing 17867 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crupina vulgaris (Pers.) Cass."
 ]
}

 The dataset includes 17867 records from 395 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000266-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14914148
title: NPM Registry Dataset 2025 (GitHub Only)

description: Dataset of the NPM Registry mined as of the 20th of February, 2025. Contains 1.9m package entries, filtered for the existance of a GitHub repository. This constitutes a subset of the NPM ecosystem of interest to SE researchers. Uncompressed size: 108GB.

See https://github.com/Brittany-Reid/npm-mine for more information about the dataset, creation script and example of how to read the data.
DOI: 10.5281/zenodo.14914149
title: NPM Registry Dataset 2025 (GitHub Only)

description: Dataset of the NPM Registry mined as of the 20th of February, 2025. Contains 1.9m package entries, filtered for the existance of a GitHub repository. This constitutes a subset of the NPM ecosystem of interest to SE researchers. Uncompressed size: 108GB.

See https://github.com/Brittany-Reid/npm-mine for more information about the dataset, creation script and example of how to read the data.
DOI: 10.15151/esrf-dc-2066250478
title: Structural properties of colloids for nanomedicine

description: Colloidal systems are extensively explored in nanomedicine due to their broad applications in drug delivery, imaging, and therapeutic treatments. Their structural attributes, including particle size, surface charge, and chemical composition, significantly impact their stability, biocompatibility, and interactions with biological environments. The ability to modify these properties through tailored synthesis and functionalization techniques enables precise control over colloidal behavior in physiological settings. Progress in materials science and nanotechnology has facilitated the creation of highly specialized colloidal carriers that enhance drug solubility, extend circulation time, and allow for targeted therapeutic delivery. Furthermore, self-assembly and controlled aggregation mechanisms contribute to their versatility in biomedical applications. This work examines the structural properties of colloidal systems and their role in nanomedicine, underscoring the necessity of understanding these features for the advancement of next-generation therapeutic and diagnostic solutions.
DOI: 10.15468/dl.95m83w
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viscum album L.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 111 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000268-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hww6yu
title: Occurrence Download

description: A dataset containing 1167 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dichrocephala chrysanthemifolia (Blume) DC."
 ]
}

 The dataset includes 1167 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000269-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.se9prc
title: Occurrence Download

description: A dataset containing 596 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "DatasetKey is Occurrences from the Alien CSI Bioblitz: citizen science to engage society in invasive species monitoring",
 "Geometry POLYGON((-40.75015 21.40812,54.75015 21.40812,54.75015 59.59188,-40.75015 59.59188,-40.75015 21.40812))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 596 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000270-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3bqtk
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Nothostele Garay"
 ]
}

 The dataset includes 27 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000267-250225085111116/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/10850214
title: Forex Exchange Rates Since 2004 (Updated Daily)
DOI: 10.6084/m9.figshare.27627342
title: <b>Loss of negative plant-soil feedback through fine-tuning of rhizosphere stoichiometry as a cause of invasiveness</b>

description: Feedback with soil biota is an important determinant of species dominance and diversity in terrestrial plant communities. However, the factors regulating within-species variation in PSF, which varies from positive to negative among plant genotypes, remain uncertain. Here, we tested whether rhizosphere-mediated effects on nitrogen dynamics by invasive alligator weed could contribute to a positive (or less negative) PSF compared to native genotypes by conducting a conventional soil conditioning (8 weeks) and feedback (4 weeks) two-phase experiments. In the common garden, native genotypes showed negative feedback, whereas invasive genotypes displayed neutral feedback. Soil conditioned by the invasive genotypes had higher microbial C:N ratio and greater net N mineralization rate relative to the native genotypes. These differences have a strong direct effect on PSF, and also affect PSF indirectly via a significant cascade effect on N availability and rhizosphere stoichiometry at the feedback phase. These results suggest that invasive alligator weed has evolved more acquisitive nitrogen (N) economics strategies to release from negative plant-soil feedback regulation by enhanced rhizosphere effects on N cycling, emphasizing the importance of disentangling how modifications of the environment affect species interactions. This experimental approach can shed new light on how interspecies interactions scale up to community level processes in natural environments.
DOI: 10.6084/m9.figshare.27627342.v1
title: <b>Loss of negative plant-soil feedback through fine-tuning of rhizosphere stoichiometry as a cause of invasiveness</b>

description: Feedback with soil biota is an important determinant of species dominance and diversity in terrestrial plant communities. However, the factors regulating within-species variation in PSF, which varies from positive to negative among plant genotypes, remain uncertain. Here, we tested whether rhizosphere-mediated effects on nitrogen dynamics by invasive alligator weed could contribute to a positive (or less negative) PSF compared to native genotypes by conducting a conventional soil conditioning (8 weeks) and feedback (4 weeks) two-phase experiments. In the common garden, native genotypes showed negative feedback, whereas invasive genotypes displayed neutral feedback. Soil conditioned by the invasive genotypes had higher microbial C:N ratio and greater net N mineralization rate relative to the native genotypes. These differences have a strong direct effect on PSF, and also affect PSF indirectly via a significant cascade effect on N availability and rhizosphere stoichiometry at the feedback phase. These results suggest that invasive alligator weed has evolved more acquisitive nitrogen (N) economics strategies to release from negative plant-soil feedback regulation by enhanced rhizosphere effects on N cycling, emphasizing the importance of disentangling how modifications of the environment affect species interactions. This experimental approach can shed new light on how interspecies interactions scale up to community level processes in natural environments.
DOI: 10.15468/dl.w42djw
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ziziphora aragonensis Pau",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000272-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xkvban
title: Occurrence Download

description: A dataset containing 4942 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dichrocephala integrifolia (L.fil.) Kuntze"
 ]
}

 The dataset includes 4942 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000273-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n49ycc
title: Occurrence Download

description: A dataset containing 515 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coffea mayombensis A.Chev."
 ]
}

 The dataset includes 515 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000274-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jg2e5f
title: Occurrence Download

description: A dataset containing 2799 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Emilia coccinea (Sims) G.Don"
 ]
}

 The dataset includes 2799 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000276-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t4u38t
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trimeresurus rubeus Mrinalini et al., 2015, Trimeresurus luteus Boettger, 1895)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 43 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056953-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g64mh9
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thalasseleotris iota Hoese & Roberts, 2005"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069482-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-131196
title: Annual Holy Convocation of the Church of God in Christ (97th: 2004)

description: [description english/roman)] The souvenir journal of the Holy Convocation of the Church of God in Christ. Annually.
DOI: 10.15468/dl.2ujd6z
title: Occurrence Download

description: A dataset containing 7751 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crocosmia ×crocosmiiflora (Lemoine) N.E.Br.",
 "HasCoordinate is true",
 "Year is greater than or equal to 1900",
 "BasisOfRecord is one of (Human Observation, Specimen, Unknown evidence)"
 ]
}

 The dataset includes 7751 records from 293 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056948-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jez3k3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Akysis clinatus Ng & Rainboth, 2005"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0333888-210914110416597/datasets/export for details.
DOI: 10.25549/pcra-c14-131376
title: Annual Holy Convocation of the Church of God in Christ (97th: 2004)

description: [description english/roman)] The souvenir journal of the Holy Convocation of the Church of God in Christ. Annually.
DOI: 10.15468/dl.x6az7z
title: Occurrence Download

description: A dataset containing 790 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anaxyrus compactilis (Wiegmann, 1833))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 790 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056952-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-131313
title: Annual Holy Convocation of the Church of God in Christ (97th: 2004)

description: [description english/roman)] The souvenir journal of the Holy Convocation of the Church of God in Christ. Annually.
DOI: 10.15468/dl.s7yp8p
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((105 2,130 2,130 41,105 41,105 2))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sousa chinensis (Osbeck, 1765)",
 "Year 1991-2021"
 ]
}

 The dataset includes 61 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0333899-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-131603
title: Annual Holy Convocation of the Church of God in Christ (97th: 2004)

description: [description english/roman)] The souvenir journal of the Holy Convocation of the Church of God in Christ. Annually.
DOI: 10.15468/dl.58fxde
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rubia charifolia Wall. ex G.Don"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105448-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u8pfua
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypericum neurocalycinum Boiss. & Heldr."
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0333908-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.