cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.12665275
title: 3D ARPES angle scan collection

description: This repository contains a number of 3D Angle Resolved Photoemission Spectroscopy (ARPES) datasets. Each datasets represents the photoemission intensity (normalized) as function of energy and two crystal momoentum components, I(E,k_x,k_y).

These were all obtained performing "angle-scans", i.e. measuring a series of 2D spectra I(E,theta) and varying the other emission angle (phi). These angle coordinates were then warped into the crystal momentum components, centered at the Gamma point.

These datasets cover 19 material systems:  Au(110), Au(111), Bi2Se3(111), CoO2, on Au(111), CrSBr(001), Graphene on Ir(111), Graphene on Ru(0001), single-layer MoS2 on Au(111), single-layer NbSe2 on bilayer graphene, NdTe3(010), Pd(100), Pd(111), Pt(111), Rb-doped Bi2Se3(111), Ru(0001), P-δ-layer on Si(001), single-layer TaS2 on Au(111), single-layer WS2 on Ag(111) and single-layer WS2on Au(111).

Instructions on how to load and visualize the data are presented in the Jupyter Notebook file load_dataset.ipynb, with helper functions contained in utils.py.

The data here provided was used to produce the images used for training ARPESNet, an autoencoder Neural Network designed to efficiently compress ARPES spectra. The training dataset can be found here: 10.5281/zenodo.12648783

Deatails of the autoencoder and its applications can be found in this publication:

Steinn Ýmir Ágústsson, Mohammad Ahsanul Haque, Thi Tam Truong, Marco Bianchi, Nikita Klyuchnikov, Davide Mottin, Panagiotis Karras, Philip Hofmann; An autoencoder for compressing angle-resolved photoemission spectroscopy data. Mach. Learn.: Sci. Technol. 6 015019 (2025) DOI: 10.1088/2632-2153/ada8f2

Please cite the paper above in case of re-use of these data in a scientific publication.
DOI: 10.15468/dl.k2yukf
title: Occurrence Download

description: A dataset containing 568 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is SWE.13.19_1",
 "Month is February",
 "TaxonKey is Aves",
 "Year 2001-2001"
 ]
}

 The dataset includes 568 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004993-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/tfcc7x3ppf
title: Older U.S. Adult Physical Activity

description: To understand the effects of barriers and facilitators of physical activity (PA) in older adults, U.S. participants (N = 667, age range 65-92) were surveyed using online research panels. The importance of fear of falling (FoF) was investigated among other previously identified determinants of PA behaviour. We hypothesised gender and health status to be linked to both threat appraisal (perceived vulnerability and severity) and coping appraisal (self-efficacy and response efficacy) constructs of Protection Motivation Theory. In turn, we expected those components to predict FoF, autonomous motivation, and the intention to be physically active. Further, we expected the latter to be a direct predictor of a change in PA behaviour, with the other constructs being indirect predictors of behaviour. Of the present sample, 19.3% indicated high FoF. Higher perceived vulnerability to falling was related to higher FoF and more perceived severity as well as worse physical health, PA-related self-efficacy, and lower PA-related response efficacy. Further, coping appraisal, intention, and PA behaviour significantly correlated with autonomous motivation to engage in PA. Using structural equation modelling, we found that self-efficacy and response efficacy have a stronger predictive role in older adults’ intention than FoF. However, FoF directly predicted behaviour. The following measures were utilised: • Physical activity - Physical Activity Scale for the Elderly (PASE; Washburn et al., 1993). • Intention - ‘It is likely that I will be regularly physically active.’, ‘I intend to be regularly physically active.’, and ‘I expect to be regularly physically active.’ (Ajzen, 1991; Arnautovska et al., 2017). • Autonomous Motivation - Self-Regulation Questionnaire (Ryan & Connell, 1989). Results were scored in accordance with the Relative Autonomy Index (RAI). • Fear of Falling - Short Falls Efficacy Scale – International (FES-Ia) was used (Kempen et al., 2007). Full scores were utilised in addition to three distinct FoF groups based on cut-off points by Delbaere et al. (2010). • Perceived Severity - ‘Experiencing a fall would be a very bad thing to happen to me’, adapted from Plotnikoff and Higginbotham (2002). • Perceived Vulnerability - ‘My chances of falling are small’, adapted from Plotnikoff and Higginbotham (2002). • Self-Efficacy - Nine items with an 11-point Likert-type rating scale based on Resnick et al. (2000). • Response Efficacy - Four items adapted for falling from Plotnikoff and Higginbotham (2002). • Physical Health Status: Physical Component Summary scale (PCS) of the 12-item Short Form Health Survey (Ware et al., 1996).
DOI: 10.25403/upresearchdata.28288367
title: Parents' psychosocial factors affecting their mental health caring for their children with intellectual disabilities

description: The goal of the study was to explore the psychosocial factors affecting the mental health of parents caring for children with intellectual disability in Benoni, Gauteng. Using the ecosystem perspective as a theoretical framework, the researcher aimed to explore the parent's experience of the psychosocial factors affecting their mental health. A qualitative approach with an instrumental case study was employed in this study, which allowed the researcher to explore the phenomenon of psychosocial factors affecting the mental health of parents caring for children with intellectual disabilities in depth. The participants were parents caring for their children with intellectual disabilities under the age of 18 years, who are utilising the services of Apricot Tree Centre in Benoni. One-on-one semi-structured interviews, an interview schedule and recordings were used to collect data for this study. The interviews were transcribed, and Reflexive thematic analysis was used to inductively identify themes and sub-themes from the data to answer the following research question: What are the psychosocial factors affecting the mental health of parents caring for children with ID in Benoni, Gauteng?.
DOI: 10.25403/upresearchdata.28288367.v1
title: Parents' psychosocial factors affecting their mental health caring for their children with intellectual disabilities

description: The goal of the study was to explore the psychosocial factors affecting the mental health of parents caring for children with intellectual disability in Benoni, Gauteng. Using the ecosystem perspective as a theoretical framework, the researcher aimed to explore the parent's experience of the psychosocial factors affecting their mental health. A qualitative approach with an instrumental case study was employed in this study, which allowed the researcher to explore the phenomenon of psychosocial factors affecting the mental health of parents caring for children with intellectual disabilities in depth. The participants were parents caring for their children with intellectual disabilities under the age of 18 years, who are utilising the services of Apricot Tree Centre in Benoni. One-on-one semi-structured interviews, an interview schedule and recordings were used to collect data for this study. The interviews were transcribed, and Reflexive thematic analysis was used to inductively identify themes and sub-themes from the data to answer the following research question: What are the psychosocial factors affecting the mental health of parents caring for children with ID in Benoni, Gauteng?.
DOI: 10.15468/dl.e5whyq
title: Occurrence Download

description: A dataset containing 66453802 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Country is one of (Germany, Austria)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 66453802 records from 1844 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004992-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmku5r
title: Occurrence Download

description: A dataset containing 49003 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Acer rubrum L."
 ]
}

 The dataset includes 49003 records from 239 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247435-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d7wzjw
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anacampseros bayeriana S.A.Hammer"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009274-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d0lgjo
title: Occurrence Download

description: A dataset containing 221 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Telmatobius jelskii (Peters, 1873)"
 ]
}

 The dataset includes 221 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005340-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u4hqs6
title: Occurrence Download

description: A dataset containing 1398 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Hyperoplus lanceolatus (Le Sauvage, 1824)",
 "TaxonKey is Ammodytes tobianus Linnaeus, 1758",
 "TaxonKey is Ammodytes marinus Raitt, 1934"
 ]
 },
 "Year 2010-2021"
 ]
}

 The dataset includes 1398 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245161-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9hugpb
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anabasis turgaica Iljin & Krasch."
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009256-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w642br
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Dryocosmus kuriphilus Yasumatsu, 1951"
 ]
}

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249588-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vcdzcr
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Antimima microphylla (Haw.) Dehn"
 ]
}

 The dataset includes 23 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009264-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhsnj1
title: Occurrence Download

description: A dataset containing 16071 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Didelphis virginiana Kerr, 1792"
 ]
}

 The dataset includes 16071 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005338-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x52tek
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pronephrium hirsutum Ching & Y.X.Lin"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245165-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hpgrjk
title: Occurrence Download

description: A dataset containing 846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ramphocaenus melanurus",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-60.95 -34.35,-60.95 -1.54,-5.84 -1.54,-5.84 -34.35,-60.95 -34.35))"
 ]
}

 The dataset includes 846 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009620-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u4zghe
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elleanthus teotepecensis Soto Arenas"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156403-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ya6b2x
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epidendrum yambrasbambense Hágsater"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156405-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rssnte
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Antimima peersii (L.Bolus) H.E.K.Hartmann"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009318-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k3vp4p
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dicella aciculifera W.R.Anderson"
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156404-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zf55ty
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((58.37018 -18.04163,178.62982 -18.04163,178.62982 30.04163,58.37018 30.04163,58.37018 -18.04163))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Halophila beccarii Asch."
 ]
}

 The dataset includes 167 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003955-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.obgmr1
title: Occurrence Download

description: A dataset containing 1049154 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "Geometry POLYGON((25.49 -13.09,25.49 49.60,136.23 49.60,136.23 -13.09,25.49 -13.09))",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 1049154 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009620-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3kmadh
title: Occurrence Download

description: A dataset containing 229 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anacampseros arachnoides (Haw.) Sims"
 ]
}

 The dataset includes 229 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009269-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbxkmv
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epidendrum igneosicola G.A.Romero, Carnevali & Hágsater"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156406-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q6eztx
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diospyros pseudoxylopia Mildbr."
 ]
}

 The dataset includes 226 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156407-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rjgfb
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Euphilotes battoides allyni (Shields, 1975)"
 ]
}

 The dataset includes 24 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249998-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yjmif4
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hippocamelus antisensis (d'Orbigny, 1834)"
 ]
}

 The dataset includes 142 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005343-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5pv2uc
title: Occurrence Download

description: A dataset containing 1419 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fusitriton magellanicus (Röding, 1798)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 1419 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052601-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ty5s7f
title: Occurrence Download

description: A dataset containing 44738 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Occurrence evidence",
 "Country is Ecuador"
 ]
}

 The dataset includes 44738 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156400-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zzymte
title: Occurrence Download

description: A dataset containing 6431 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Glycine tomentella Hayata"
 ]
}

 The dataset includes 6431 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250651-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xnaxry
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Orestias luteus Valenciennes, 1846",
 "Country is Bolivia (Plurinational State of)"
 ]
}

 The dataset includes 97 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009620-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.62yvhm
title: Occurrence Download

description: A dataset containing 17785 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ageratum houstonianum Mill.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17785 records from 204 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069442-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2ltxg
title: Occurrence Download

description: A dataset containing 47908 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((4.6966552734375 52.98064834594232, 4.6966552734375 53.049221371368645, 4.842224121093749 53.049221371368645, 4.842224121093749 52.98064834594232, 4.6966552734375 52.98064834594232))",
 "DatasetKey is Dutch Vegetation Database",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 47908 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009620-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tf8r99
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Saussurea minuta C.Winkl."
 ]
}

 The dataset includes 21 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272202-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.