cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.y2m9qk
title: Occurrence Download

description: A dataset containing 44992 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dasypoda hirtipes (Fabricius, 1793)"
 ]
}

 The dataset includes 44992 records from 204 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038918-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.4v2q9a
title: Data sources of the occurrence data used in Where will the Atlantic Bluefin tuna (Thunnus thynnus) find climatic and fishing refugia in the future?

description: Dataset key details for the occurrence data used in Where will the Atlantic Bluefin tuna (Thunnus thynnus) find climatic and fishing refugia in the future?
DOI: 10.15468/dl.zekhjh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adlafia bryophila (J.B.Petersen) Gerd Moser, Lange-Bertalot & D.Metzeltin, 1998",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -23.2724,25.1306 -24.0715,25.5395 -24.0715,25.5395 -23.2724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038919-250525065834625/datasets/export for details.
DOI: 10.15468/dl.aensq6
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dasypoda suripes (Christ, 1791)"
 ]
}

 The dataset includes 61 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038922-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.csdfxq
title: Occurrence Download

description: A dataset containing 435 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Monitoring of ichthyofaunal of the Uday river on the territory of the National Nature Park \"Pyriatynskyi\""
 ]
}

 The dataset includes 435 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038920-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2dh9f9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Monopsis belliflora E.Wimm.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.5808 -24.13,35.5909 -24.0715,30.5701 -24.0715,30.5701 -28.5786,32.4847 -28.5786,32.55 -28.5222,33.0346 -26.8668,32.9741 -26.7838,33.0415 -26.059,32.9304 -26.0011,32.7994 -26.1281,32.6834 -26.0015,32.813 -25.8728,32.8513 -25.7166,33.3048 -25.3731,35.1489 -24.6699,35.5808 -24.13))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038921-250525065834625/datasets/export for details.
DOI: 10.15468/dl.vafnrm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adlafia bryophila (J.B.Petersen) Gerd Moser, Lange-Bertalot & D.Metzeltin, 1998",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038925-250525065834625/datasets/export for details.
DOI: 10.15468/dl.cn9mk6
title: Occurrence Download

description: A dataset containing 543 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dufourea alpina Morawitz, 1865"
 ]
}

 The dataset includes 543 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038926-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92bcqa
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioxys tridentata (Nylander, 1848)"
 ]
}

 The dataset includes 51 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038923-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qkk2uy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Monopsis belliflora E.Wimm.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((31.8862 -21.3285,30.5701 -20.3186,30.5701 -24.0715,35.5909 -24.0715,35.6007 -24.0157,35.6007 -23.8125,35.4969 -23.7035,35.6007 -23.165,35.6007 -22.9702,35.227 -22.2482,34.6862 -21.6944,34.013 -21.3095,33.5 -21.1593,32.9675 -21.1092,32.4352 -21.1612,31.8862 -21.3285))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038927-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.29304962
title: Origine della Materia e delle Interazioni Fondamentali nella Teoria dell’Universo Elastico

description: This work presents a complete development of the Elastic Universe Theory (TUE), a new unifying theoretical framework for the origin of matter, particles, and fundamental interactions. In this model, matter emerges from quantum fluctuations of the elastic vacuum, giving rise to oscillons, topological vortices, and stable quantized configurations. The theory incorporates SU(4) gauge symmetries, elastic spontaneous symmetry breaking, topological confinement phenomena, and emergent gravity as a geometric effect of vacuum deformation. The framework is developed both through analytical Lagrangian formulations and through consistent numerical simulations of elastic configurations.<br>The work is addressed to researchers, professors, students, and enthusiasts of theoretical physics, with particular focus on the Italian scientific community.<br>Il presente lavoro sviluppa in modo completo la Teoria dell’Universo Elastico (TUE), un nuovo quadro teorico unificante per l’origine della materia, delle particelle e delle interazioni fondamentali. In questo modello, la materia emerge da fluttuazioni quantistiche del vuoto elastico, generando oscilloni, vortici topologici e configurazioni quantizzate stabili. La teoria integra simmetrie di gauge SU(4), meccanismi di rottura di simmetria elastica, fenomeni di confinamento topologico e gravità emergente come effetto geometrico della deformazione del vuoto. Il formalismo è sviluppato sia tramite formulazioni lagrangiane analitiche sia mediante simulazioni numeriche coerenti delle configurazioni elastiche.

Il lavoro è rivolto a ricercatori, docenti, studenti e appassionati di fisica teorica, con particolare attenzione alla comunità scientifica italiana.
<br>
DOI: 10.6084/m9.figshare.29304962.v1
title: Origine della Materia e delle Interazioni Fondamentali nella Teoria dell’Universo Elastico

description: This work presents a complete development of the Elastic Universe Theory (TUE), a new unifying theoretical framework for the origin of matter, particles, and fundamental interactions. In this model, matter emerges from quantum fluctuations of the elastic vacuum, giving rise to oscillons, topological vortices, and stable quantized configurations. The theory incorporates SU(4) gauge symmetries, elastic spontaneous symmetry breaking, topological confinement phenomena, and emergent gravity as a geometric effect of vacuum deformation. The framework is developed both through analytical Lagrangian formulations and through consistent numerical simulations of elastic configurations.<br>The work is addressed to researchers, professors, students, and enthusiasts of theoretical physics, with particular focus on the Italian scientific community.<br>Il presente lavoro sviluppa in modo completo la Teoria dell’Universo Elastico (TUE), un nuovo quadro teorico unificante per l’origine della materia, delle particelle e delle interazioni fondamentali. In questo modello, la materia emerge da fluttuazioni quantistiche del vuoto elastico, generando oscilloni, vortici topologici e configurazioni quantizzate stabili. La teoria integra simmetrie di gauge SU(4), meccanismi di rottura di simmetria elastica, fenomeni di confinamento topologico e gravità emergente come effetto geometrico della deformazione del vuoto. Il formalismo è sviluppato sia tramite formulazioni lagrangiane analitiche sia mediante simulazioni numeriche coerenti delle configurazioni elastiche.

Il lavoro è rivolto a ricercatori, docenti, studenti e appassionati di fisica teorica, con particolare attenzione alla comunità scientifica italiana.
<br>
DOI: 10.15468/dl.t8dmdz
title: Occurrence Download

description: A dataset containing 3065 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dufourea dentiventris (Nylander, 1848)"
 ]
}

 The dataset includes 3065 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038928-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wd8r7n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adlafia bryophila (J.B.Petersen) Gerd Moser, Lange-Bertalot & D.Metzeltin, 1998",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038929-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.26316837
title: Healing Houses systematic review: design, sustainability, opportunities and barriers facing Soteria and peer respite development

description: Soteria houses and peer respites, collectively called Healing Houses, are alternatives to psychiatric hospitalisation. The aim of this research is to review Healing Houses in relation to design characteristics (architectural and service), sustainability and development opportunities and barriers. This systematic review followed a PROSPERO protocol (CRD42022378089). Articles were identified from journal database searches, hand searching websites, Google Scholar searches, expert consultation and backwards and forward citation searches. Eight hundred and forty-nine documents were screened in three languages (English, German and Hebrew) and 45 documents were included from seven countries. The review highlights 11 architectural design characteristics (atmosphere, size, soft room, history, location, outdoor space, cleanliness, interior design, facilities, staff only areas and accessibility), six service design characteristics (guiding principles, living and working together, consensual treatment, staff, supporting personal meaning making and power), five opportunities (outcomes, human rights, economics, hospitalization and underserved) and four types of barriers (clinical, economic and regulatory, societal and ideological). The primary sustainability issue was long-term funding. Future research should focus on operationalizing a “home-like” atmosphere and the impact of design features such as green spaces on wellbeing of staff and service users. Future research could also produce design guidelines for Healing Houses.
DOI: 10.6084/m9.figshare.26316837.v1
title: Healing Houses systematic review: design, sustainability, opportunities and barriers facing Soteria and peer respite development

description: Soteria houses and peer respites, collectively called Healing Houses, are alternatives to psychiatric hospitalisation. The aim of this research is to review Healing Houses in relation to design characteristics (architectural and service), sustainability and development opportunities and barriers. This systematic review followed a PROSPERO protocol (CRD42022378089). Articles were identified from journal database searches, hand searching websites, Google Scholar searches, expert consultation and backwards and forward citation searches. Eight hundred and forty-nine documents were screened in three languages (English, German and Hebrew) and 45 documents were included from seven countries. The review highlights 11 architectural design characteristics (atmosphere, size, soft room, history, location, outdoor space, cleanliness, interior design, facilities, staff only areas and accessibility), six service design characteristics (guiding principles, living and working together, consensual treatment, staff, supporting personal meaning making and power), five opportunities (outcomes, human rights, economics, hospitalization and underserved) and four types of barriers (clinical, economic and regulatory, societal and ideological). The primary sustainability issue was long-term funding. Future research should focus on operationalizing a “home-like” atmosphere and the impact of design features such as green spaces on wellbeing of staff and service users. Future research could also produce design guidelines for Healing Houses.
DOI: 10.6084/m9.figshare.25974521.v1
title: A systematic review of rural community-based mental health interventions in the United States

description: Mental health impacts a person’s quality of life and ability to engage in healthy behaviors. Rural communities in the United States have limited access to mental and behavioral health treatment. To conduct a systematic review to identify existing rural community-based mental health interventions and identify commonalities and differences by extracting study attributes and intervention components. March 2022 CINAHL, EMBASE, PsycInfo, Scopus, and Academic Search Complete were searched for studies that met the inclusion criteria of rural, community-based mental health interventions in the United States. Ten publications satisfied the criteria for this review. The most common intervention components identified were peer interaction, developed coping skills, and activity-based interventions. While this review excluded a meta-analysis, it did illuminate the components of existing community-based mental health interventions and highlighted gaps in the current research. Our findings suggest that future community-based mental health interventions would benefit from the inclusion of peer interaction, coping skills development, activity-based, cultural & historical context, service referral, and spirituality. <i>This review followed PRISMA 2020 guidelines, including the use of the PRISMA flow chart and checklist.</i> The review was not registered with PROSPERO due to having already begun data extraction and registering is not permitted post-data extraction to prevent bias. However, iterative searches were conducted on PROSPERO to determine the relevance of this review.
DOI: 10.6084/m9.figshare.27124492
title: Personal relationships during and after an initial psychotic episode. First-person experiences

description: Psychosis is often associated with loneliness, the absence of a confidant and a perceived lack of social support. In addition, the social isolation and solitude experienced can aggravate internalised stigma, depressive symptoms and/or suicidal tendencies, and worsen the course of the disorder. This study explores the experiences and perceptions of persons with psychosis concerning how their interpersonal relationships have evolved from the earliest symptoms of the disorder to its subsequent clinical stabilisation. A qualitative content analysis was performed of the findings from five focus groups and six in-depth interviews (36 participants). In the prodrome and initial symptoms stage, five themes were coded: social withdrawal, loss of friends, loss of personal skills, communication difficulties and breakdown of life project. During the recovery phase, four themes were coded: family support, partner support, loneliness and the desire for more close relationships. Finally, during the clinical stabilisation phase, three themes were coded: the recovery of interpersonal relationships, including with peers; reconstruction of the life project and increased interpersonal sensitivity. These findings highlight the impact that psychosis can have on social life and show that recovery is also related to the development of maeningful interpersonal relationships.
DOI: 10.6084/m9.figshare.27124492.v1
title: Personal relationships during and after an initial psychotic episode. First-person experiences

description: Psychosis is often associated with loneliness, the absence of a confidant and a perceived lack of social support. In addition, the social isolation and solitude experienced can aggravate internalised stigma, depressive symptoms and/or suicidal tendencies, and worsen the course of the disorder. This study explores the experiences and perceptions of persons with psychosis concerning how their interpersonal relationships have evolved from the earliest symptoms of the disorder to its subsequent clinical stabilisation. A qualitative content analysis was performed of the findings from five focus groups and six in-depth interviews (36 participants). In the prodrome and initial symptoms stage, five themes were coded: social withdrawal, loss of friends, loss of personal skills, communication difficulties and breakdown of life project. During the recovery phase, four themes were coded: family support, partner support, loneliness and the desire for more close relationships. Finally, during the clinical stabilisation phase, three themes were coded: the recovery of interpersonal relationships, including with peers; reconstruction of the life project and increased interpersonal sensitivity. These findings highlight the impact that psychosis can have on social life and show that recovery is also related to the development of maeningful interpersonal relationships.
DOI: 10.6084/m9.figshare.25974521
title: A systematic review of rural community-based mental health interventions in the United States

description: Mental health impacts a person’s quality of life and ability to engage in healthy behaviors. Rural communities in the United States have limited access to mental and behavioral health treatment. To conduct a systematic review to identify existing rural community-based mental health interventions and identify commonalities and differences by extracting study attributes and intervention components. March 2022 CINAHL, EMBASE, PsycInfo, Scopus, and Academic Search Complete were searched for studies that met the inclusion criteria of rural, community-based mental health interventions in the United States. Ten publications satisfied the criteria for this review. The most common intervention components identified were peer interaction, developed coping skills, and activity-based interventions. While this review excluded a meta-analysis, it did illuminate the components of existing community-based mental health interventions and highlighted gaps in the current research. Our findings suggest that future community-based mental health interventions would benefit from the inclusion of peer interaction, coping skills development, activity-based, cultural & historical context, service referral, and spirituality. <i>This review followed PRISMA 2020 guidelines, including the use of the PRISMA flow chart and checklist.</i> The review was not registered with PROSPERO due to having already begun data extraction and registering is not permitted post-data extraction to prevent bias. However, iterative searches were conducted on PROSPERO to determine the relevance of this review.
DOI: 10.15468/dl.bq4vu8
title: Occurrence Download

description: A dataset containing 484 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dufourea inermis (Nylander, 1848)"
 ]
}

 The dataset includes 484 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038934-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15650044
title: Molecular datasets for fingerprint benchmarking

description: Two sets of compounds used to benchmark various molecular fingerprint and molecular similarity methods.compounds_ms2structures.csv Contains 37811 different compounds for which also public MS/MS spectra exist (spectra not included here).The data contains the SMILES, as well as inchikey, mass, classyfire class, subclass and superclass, formula, and for many entries also the npc class, pathway and superclass.

biostructures_combined.csvThis is a set of 730464 unique organic compounds and contains the SMILES. Most of this compounds are taken from the biostructures dataset used in Kreschmer et al. (2025), https://doi.org/10.1038/s41467-024-55462-w. In addition, we merged all missing compounds from the compounds_ms2structures dataset.
DOI: 10.5281/zenodo.15650045
title: Molecular datasets for fingerprint benchmarking

description: Two sets of compounds used to benchmark various molecular fingerprint and molecular similarity methods.compounds_ms2structures.csv Contains 37811 different compounds for which also public MS/MS spectra exist (spectra not included here).The data contains the SMILES, as well as inchikey, mass, classyfire class, subclass and superclass, formula, and for many entries also the npc class, pathway and superclass.

biostructures_combined.csvThis is a set of 730464 unique organic compounds and contains the SMILES. Most of this compounds are taken from the biostructures dataset used in Kreschmer et al. (2025), https://doi.org/10.1038/s41467-024-55462-w. In addition, we merged all missing compounds from the compounds_ms2structures dataset.
DOI: 10.15468/dl.frjkp7
title: Occurrence Download

description: A dataset containing 483 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dufourea halictula (Nylander, 1852)"
 ]
}

 The dataset includes 483 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038931-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.