cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.28233
title: The Creative Institute has the right to study the data
title: 创意所有权研究数据

description: Research Data SummaryThis study collected data from 200 participants with backgrounds in visual design. The average age was 24.3 years (SD = 4.7), and 62% were female. All had prior experience using generative AI tools.Key variables included:- Creative Self-Beliefs (CSBs): M = 3.84, SD = 0.56, α = 0.89- AI Trust: M = 3.47, SD = 0.63, α = 0.86- Creative Ownership (AI-assisted): M = 2.72, SD = 0.53- Creative Ownership (non-AI): M = 3.04, SD = 0.51, t(199) = 3.69, p &lt; .001- Creative Satisfaction: M = 3.66, SD = 0.58, α = 0.82Correlation analysis:- CSBs ↔ Ownership: r = 0.47- AI Trust ↔ Ownership: r = 0.44- Ownership ↔ Satisfaction: r = 0.66SEM Model Fit:χ²(3) = 4.11, p = .25; CFI = 1.00; TLI = 0.99; RMSEA = 0.00; SRMR = 0.014Key Path Coefficients (β):- CSBs → Ownership: 0.375- AI-CSBs → Ownership: 0.297- AI Trust → Ownership: 0.132- Ownership → Satisfaction: 0.687
description: Research Data SummaryThis study collected data from 200 participants with backgrounds in visual design. The average age was 24.3 years (SD = 4.7), and 62% were female. All had prior experience using generative AI tools.Key variables included:- Creative Self-Beliefs (CSBs): M = 3.84, SD = 0.56, α = 0.89- AI Trust: M = 3.47, SD = 0.63, α = 0.86- Creative Ownership (AI-assisted): M = 2.72, SD = 0.53- Creative Ownership (non-AI): M = 3.04, SD = 0.51, t(199) = 3.69, p &lt; .001- Creative Satisfaction: M = 3.66, SD = 0.58, α = 0.82Correlation analysis:- CSBs ↔ Ownership: r = 0.47- AI Trust ↔ Ownership: r = 0.44- Ownership ↔ Satisfaction: r = 0.66SEM Model Fit:χ²(3) = 4.11, p = .25; CFI = 1.00; TLI = 0.99; RMSEA = 0.00; SRMR = 0.014Key Path Coefficients (β):- CSBs → Ownership: 0.375- AI-CSBs → Ownership: 0.297- AI Trust → Ownership: 0.132- Ownership → Satisfaction: 0.687
DOI: 10.15468/dl.kbvyk9
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alnus alnobetula",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 215 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026658-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.28229
title: fNIRS dataset of Stroop task with block design
title: fNIRS dataset of Stroop task with block design

description: The Chinese version of CWST (4 colored Chinese characters) was used in this study as the behavioral test during the pretest, posttest, and follow-up test. During the experiment, one block consisted of 4 trials in sequence. A fixation was presented for 0.4 seconds, and each color-word trial was presented for 1.1 seconds. The participants rested for 19 seconds at the end of each block. A total of 30 blocks were pseudo-randomly arranged in one task, and it took approximately 25 minutes.
description: The Chinese version of CWST (4 colored Chinese characters) was used in this study as the behavioral test during the pretest, posttest, and follow-up test. During the experiment, one block consisted of 4 trials in sequence. A fixation was presented for 0.4 seconds, and each color-word trial was presented for 1.1 seconds. The participants rested for 19 seconds at the end of each block. A total of 30 blocks were pseudo-randomly arranged in one task, and it took approximately 25 minutes.
DOI: 10.15468/dl.g7hnjh
title: Occurrence Download

description: A dataset containing 1469 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dactylis glomerata",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1469 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026654-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25592/uhhfdm.16650
title: VSC lignin monomers, and hydrolysable neutral sugars in soils of Mount Kilimanjaro

description: This dataset includes data from soil organo-chemical analyses conducted on the southwestern slope of Mount Kilimanjaro (3°4’33’’S; 37°21’12 E). Soil samples from seven research plots from 951 to 4190 m a.s.l.: A colline savanna (SAV), located below 1000 m a.s.l; grassland (GRA), located on the lower montane zone (1660 m a.s.l.); lower montane forest (FLM) at 1920 m a.s.l., dominated by <em>Macaranga kilimandscharica, Agauria salicifolia;</em> forest dominated by <em>Ocotea usambarensis </em>and <em>Cyathea manniana </em>(FOC) at 2120 m a.s.l.; <em>podocarpus latifolius</em>, <em>Prunus Africana</em> and <em>Hagenia abyssinica</em> dominated forest (FPO) at 2850 m a.s.l.; sub-alpine erica forest (FER) at 4000 m a.s.l.; alpine <em>Helichrysum cussion</em> vegetation (HEL) at 4200 m a.s.l.

<strong>Soil Samples</strong>


 7 elevation zones (951 - 4190 m a.s.l.)
 3 independent field replicates per elevation zone
 Sampling depth: 0-10 cm


<strong>Methods</strong>


 Lignin phenols: alkaline cupric oxide oxidation (Hedges and Ertel, 1982))
 Non-cellulosic neutral sugar concentration was analyzed by gas chromatography (Banfield et al. 2018, Prietzel et al., 2013).


<strong>Data structure</strong>


 The dataset presents processed data as mean values of laboratory duplicates
 Sugars: rhamnose, fucose, ribose, arabinose, xylose, mannose, galactose, glucose [mg*g<sup>-1</sup><sub>soil</sub>]
 Sum of sugars per total organic carbon [%]
 Ligning monomers: p-hydroxybenzaldehyde, p-hydroxyacetophenone, vanillin, acetovanillon, p-hydroxybenzoic-acid, syringaldehyde, vanillic-acid, acetosyringon, syringic-acid, p-coumaric-acid, ferulic-acid, vanillyl+syringyl+cinnamyl (VSC) [mg*g<sup>-1</sup><sub>soil</sub>]
 Acid-to-aldehyde ratios of vanillyl (Ac-Al-V) and syringyl (Ac-Al-S) [mg*mg<sup>-1</sup>]
 VSC per total organic carbon [%]


<strong>References:</strong>

<em>Banfield, C.C., Pausch, J., Kuzyakov, Y., Dippold, M.A., 2018. Microbial processing of plant residues in the subsoil – The role of biopores. Soil Biology and Biochemistry 125, 309-318.</em>

<em>Hedges, J.I., Ertel, J.R., 1982. Characterization of Lignin by Gas Capillary Chromatography of Cupric Oxide Oxidation-Products. Anal Chem 54(2), 174-178.</em>

<em>Prietzel, J., Dechamps, N., Spielvogel, S., 2013. Analysis of non-cellulosic polysaccharides helps to reveal the history of thick organic surface layers on calcareous Alpine soils. Plant and Soil 365(1-2), 93-114. </em>
DOI: 10.15468/dl.bjsk7x
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poecilia reticulata",
 "Country is Dominican Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 36 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026657-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25592/uhhfdm.16649
title: VSC lignin monomers, and hydrolysable neutral sugars in soils of Mount Kilimanjaro

description: This dataset includes data from soil organo-chemical analyses conducted on the southwestern slope of Mount Kilimanjaro (3°4’33’’S; 37°21’12 E). Soil samples from seven research plots from 951 to 4190 m a.s.l.: A colline savanna (SAV), located below 1000 m a.s.l; grassland (GRA), located on the lower montane zone (1660 m a.s.l.); lower montane forest (FLM) at 1920 m a.s.l., dominated by <em>Macaranga kilimandscharica, Agauria salicifolia;</em> forest dominated by <em>Ocotea usambarensis </em>and <em>Cyathea manniana </em>(FOC) at 2120 m a.s.l.; <em>podocarpus latifolius</em>, <em>Prunus Africana</em> and <em>Hagenia abyssinica</em> dominated forest (FPO) at 2850 m a.s.l.; sub-alpine erica forest (FER) at 4000 m a.s.l.; alpine <em>Helichrysum cussion</em> vegetation (HEL) at 4200 m a.s.l.

<strong>Soil Samples</strong>


 7 elevation zones (951 - 4190 m a.s.l.)
 3 independent field replicates per elevation zone
 Sampling depth: 0-10 cm


<strong>Methods</strong>


 Lignin phenols: alkaline cupric oxide oxidation (Hedges and Ertel, 1982))
 Non-cellulosic neutral sugar concentration was analyzed by gas chromatography (Banfield et al. 2018, Prietzel et al., 2013).


<strong>Data structure</strong>


 The dataset presents processed data as mean values of laboratory duplicates
 Sugars: rhamnose, fucose, ribose, arabinose, xylose, mannose, galactose, glucose [mg*g<sup>-1</sup><sub>soil</sub>]
 Sum of sugars per total organic carbon [%]
 Ligning monomers: p-hydroxybenzaldehyde, p-hydroxyacetophenone, vanillin, acetovanillon, p-hydroxybenzoic-acid, syringaldehyde, vanillic-acid, acetosyringon, syringic-acid, p-coumaric-acid, ferulic-acid, vanillyl+syringyl+cinnamyl (VSC) [mg*g<sup>-1</sup><sub>soil</sub>]
 Acid-to-aldehyde ratios of vanillyl (Ac-Al-V) and syringyl (Ac-Al-S) [mg*mg<sup>-1</sup>]
 VSC per total organic carbon [%]


<strong>References:</strong>

<em>Banfield, C.C., Pausch, J., Kuzyakov, Y., Dippold, M.A., 2018. Microbial processing of plant residues in the subsoil – The role of biopores. Soil Biology and Biochemistry 125, 309-318.</em>

<em>Hedges, J.I., Ertel, J.R., 1982. Characterization of Lignin by Gas Capillary Chromatography of Cupric Oxide Oxidation-Products. Anal Chem 54(2), 174-178.</em>

<em>Prietzel, J., Dechamps, N., Spielvogel, S., 2013. Analysis of non-cellulosic polysaccharides helps to reveal the history of thick organic surface layers on calcareous Alpine soils. Plant and Soil 365(1-2), 93-114. </em>
DOI: 10.15468/dl.338t64
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chinese Taipei",
 "TaxonKey is Castanopsis tibetana"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026659-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.89mvjy
title: Occurrence Download

description: A dataset containing 505 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callistemon rigidus"
 ]
}

 The dataset includes 505 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026662-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p7e79c
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dactylis glomerata",
 "Country is Korea (Democratic People’s Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026660-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q39wmr
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Monanthotaxis parvifolia",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 166 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026661-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e235741v2-186421
title: The Dynamics of Educational Transformation: Empirical Insights into How Innovation, Collaboration, and Professional Development Influence Digital Resource Usage Across 81 Countries

description: Concerning the critical meaning of the utilization of digital resources in advancing the
digitalization of education. This paper mainly investigates the connection between
teacher innovation and teachers' usage behavior of digital resources. It explores the
potential role of teacher innovation, teacher self-efficacy, teacher collaboration, and
professional training in the association between teacher innovation and teacher usage
behavior of digital resources in 81 countries. Using the sample of 64,852 teachers in
81 countries derived from the 2022 dataset of the Programme for International Student
Assessment (PISA), we applied an SEM-PLS (MGA) for analysis. We found that
teacher innovation positively influences teachers' utilization of digital resources within
educational practice. Teacher self-efficacy and collaboration act as mediators in the
relationship between teacher innovation and teachers' utilization of digital resources in
educational practice. Professional development related to digital resources moderates
the relationship between teacher innovation and teacher usage behavior of digital
resources in educational practice.All data and quetionnair files are available from the the PISA 2022 datdabase with the
URLs:https://www.oecd.org/en/data/datasets/pisa-2022-database.html
DOI: 10.15468/dl.re3azh
title: Occurrence Download

description: A dataset containing 1423 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calochortus superbus"
 ]
}

 The dataset includes 1423 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026663-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qaqqys
title: Occurrence Download

description: A dataset containing 426 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calochortus vestae"
 ]
}

 The dataset includes 426 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026664-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ghyjpr
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leiothrix arrecta"
 ]
}

 The dataset includes 103 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026665-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/d1aa5176-7300-4b29-9cb7-1b91e7b2e98c
title: Supplementary data for the PhD thesis: Integrating Energy Storage Systems: Towards Understanding and Reducing Decision-Making Uncertainties

description: This archive contains the empirical materials that underpin Chapters 2 through 4 of the dissertation. The research takes a mixed-methods, design-oriented approach to investigate where and why uncertainties, coordination gaps, and regulatory bottlenecks hinder the integration of hydrogen into the Dutch energy and electricity systems. It aims not only to diagnose these challenges but also to co-develop practical pathways that enable more adaptive, collaborative decision-making.The study is structured in two phases. The first phase explores integration challenges through literature and policy analysis, stakeholder interviews, focus groups, Social Network Analysis, and Institutional Network Analysis. The second phase builds on these findings to design and test integration strategies through participatory workshops. Together, these methods generate insights that are both analytical and actionable.Each chapter is based on a distinct study:<strong>Chapter 2 – Integration Challenges of Energy Storage Systems</strong> <em>Study: Unveiling Complexity of Hydrogen Integration</em><strong>Chapter 3 – Encapsulating Decision-Making Dynamics for Integration</strong> <em>Studies: Coordinating Social Dynamics; Hydrogen Distribution in the Netherlands</em><strong>Chapter 4 – Designing Coordination Mechanisms to Reduce Decision-Making Uncertainties</strong> <em>Studies: Regional Energy Hubs with Integrated Hydrogen; Integration Pathways Study</em>All data is organized by chapter, with each folder containing a README file detailing the contents and methodology.
DOI: 10.4121/d1aa5176-7300-4b29-9cb7-1b91e7b2e98c.v1
title: Supplementary data for the PhD thesis: Integrating Energy Storage Systems: Towards Understanding and Reducing Decision-Making Uncertainties

description: This archive contains the empirical materials that underpin Chapters 2 through 4 of the dissertation. The research takes a mixed-methods, design-oriented approach to investigate where and why uncertainties, coordination gaps, and regulatory bottlenecks hinder the integration of hydrogen into the Dutch energy and electricity systems. It aims not only to diagnose these challenges but also to co-develop practical pathways that enable more adaptive, collaborative decision-making.The study is structured in two phases. The first phase explores integration challenges through literature and policy analysis, stakeholder interviews, focus groups, Social Network Analysis, and Institutional Network Analysis. The second phase builds on these findings to design and test integration strategies through participatory workshops. Together, these methods generate insights that are both analytical and actionable.Each chapter is based on a distinct study:<strong>Chapter 2 – Integration Challenges of Energy Storage Systems</strong> <em>Study: Unveiling Complexity of Hydrogen Integration</em><strong>Chapter 3 – Encapsulating Decision-Making Dynamics for Integration</strong> <em>Studies: Coordinating Social Dynamics; Hydrogen Distribution in the Netherlands</em><strong>Chapter 4 – Designing Coordination Mechanisms to Reduce Decision-Making Uncertainties</strong> <em>Studies: Regional Energy Hubs with Integrated Hydrogen; Integration Pathways Study</em>All data is organized by chapter, with each folder containing a README file detailing the contents and methodology.
DOI: 10.15468/dl.ahjktz
title: Occurrence Download

description: A dataset containing 903 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Undaria pinnatifida",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 903 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026667-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sbjjbt
title: Occurrence Download

description: A dataset containing 426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Undaria pinnatifida",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 426 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026666-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8rt2qd
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Undaria pinnatifida",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 135 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026668-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwjqmg
title: Occurrence Download

description: A dataset containing 6656 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lespedeza thunbergii"
 ]
}

 The dataset includes 6656 records from 234 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026669-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tzshk2
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poecilia reticulata",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026671-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ss7vbz
title: Occurrence Download

description: A dataset containing 2124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dactylis glomerata",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2124 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026673-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezqqmm
title: Occurrence Download

description: A dataset containing 430 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melianthus major",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 430 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026672-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nnvjz6
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((94.35367 5.49604,100.1898 -8.09964,108.14817 -5.09991,99.29194 6.10509,94.35367 5.49604))",
 "HasGeospatialIssue is false",
 "TaxonKey is Rafflesia arnoldi"
 ]
}

 The dataset includes 33 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026674-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxe4sj
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poecilia reticulata",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 119 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026676-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.25xpvj
title: Occurrence Download

description: A dataset containing 815 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calochortus amoenus"
 ]
}

 The dataset includes 815 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026675-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ur5t2t
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Strychnos afzelii Gilg"
 ]
}

 The dataset includes 63 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141199-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.