cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5xxwxp
title: Occurrence Download

description: A dataset containing 10592 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Scaevola taccada (Gaertn.) Roxb.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 10592 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003267-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/c3t4-9p39
title: Data from paper: RUBIES: JWST/NIRSpec Confirmation of an Infrared-luminous, Broad-line Little Red Dot with an Ionized Outflow

description: The JWST discovery of ``little red dots'' (LRDs) is reshaping our picture of the early Universe, yet the physical mechanisms driving their compact size and UV-optical colors remain elusive. Here we report an unusually bright LRD ($\zspec=3.1$) observed as part of the RUBIES program. This LRD exhibits broad emission lines (FWHM$\sim4000\,\kms$), a blue UV continuum, a clear Balmer break and a red continuum sampled out to rest-frame 4~$\mu\mathrm{m}$ with MIRI. We develop a new joint galaxy and active galactic nucleus (AGN) model within the \texttt{Prospector} Bayesian inference framework and perform spectrophotometric modeling using NIRCam, MIRI, and NIRSpec/Prism observations. Our fiducial model reveals a $M_*\sim 10^9~\msun$ galaxy alongside a dust-reddened AGN driving the optical emission. Explaining the rest-frame optical color as a reddened AGN requires $\Av \gtrsim 3$, suggesting that a great majority of the accretion disk energy is re-radiated as dust emission. Yet, despite clear AGN signatures, we find a surprising lack of hot torus emission, which implies that either the dust emission in this object must be cold, or the red continuum must instead be driven by a massive, evolved stellar population of the host galaxy---seemingly inconsistent with the high EW broad lines (H$\alpha$ rest-frame EW $\sim 800$~\AA). The widths and luminosities of Pa-$\beta$, Pa-$\delta$, Pa-$\gamma$, and H$\alpha$ imply a modest black hole mass of $M_{\rm BH}\sim10^8$ M$_{\odot}$. Additionally, we identify a narrow blue-shifted \he\,$\lambda\,1.083\,\mu$m absorption feature in NIRSpec/G395M spectra, signaling an ionized outflow with kinetic energy up to $\sim 1$\% the luminosity of the AGN. The low redshift of RUBIES-BLAGN-1 combined with the depth and richness of the JWST imaging and spectroscopic observations provide a unique opportunity to build a physical model for these so-far mysterious LRDs, which may prove to be a crucial phase in the early formation of massive galaxies and their supermassive black holes.
DOI: 10.15468/dl.uvfsfe
title: Occurrence Download

description: A dataset containing 231148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pitangus sulphuratus (Linnaeus, 1766)"
 ]
}

 The dataset includes 231148 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003251-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aq6bfp
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Schefflera arboricola Hayata, 1916)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 142 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003319-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9x7q6z
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cygnus Bartram, 1791"
 ]
}

 The dataset includes 232 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003320-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pg9bmx
title: Occurrence Download

description: A dataset containing 598 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Combretum lanceolatum Pohl ex Eichler"
 ]
}

 The dataset includes 598 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003321-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.28p2ky
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Sabina vulgaris Antoine"
 ]
}

 The dataset includes 158 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003322-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.drc9qn
title: Occurrence Download

description: A dataset containing 18212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Schinus molle L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 18212 records from 253 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003268-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14957970
title: Aran Map P120/3/1/1 hash://md5/19681c723aee31c4ad24d4ae5f805ad8

description: Map of the Aran Islands, produced by Tim Robinson, 'Oileáin Árann, The Aran Islands'. The map is drawn at a scale of 2.2 inches to the mile. It includes additional information on the sub-division of the townlands in the islands, notes on places of interest, and information on accommodation and other services for tourists. It was self-published.
description: Dataset of three images associated with [1] as retrieved on 2025-03-02. 




filename
p120_0002_0001_original.jpf


fingerprint
hash://md5/c6329b14a9542c216010646dfe7d56d5


origin
https://digital.library.universityofgalway.ie/p/ms/asset/17071/download?format=original




 




filename
p120_0002_0001_web.jpg


fingerprint
hash://md5/9401abef940bbb961b8b05ba76aa247d


origin
https://digital.library.universityofgalway.ie/p/ms/asset/17071/download?format=web




 




filename
p120_0002_0001_print.jpg


fingerprint
hash://md5/9027bb8d372e4ffb9fabe74cab6a3434


origin
https://digital.library.universityofgalway.ie/p/ms/asset/17071/download?format=print




with: 

preston ls --anchor hash://md5/19681c723aee31c4ad24d4ae5f805ad8\
 | grep hasVersion\
 | grep universityofgalway.ie


yielding:

<https://digital.library.universityofgalway.ie/p/ms/asset/17071/download?format=original> <http://purl.org/pav/hasVersion> <hash://md5/c6329b14a9542c216010646dfe7d56d5> <urn:uuid:9f03eb0e-e268-4469-9628-a33122f33dce> .
<https://digital.library.universityofgalway.ie/p/ms/asset/17071/download?format=print> <http://purl.org/pav/hasVersion> <hash://md5/9027bb8d372e4ffb9fabe74cab6a3434> <urn:uuid:e9ca2c40-ba90-4033-aaa6-5d6dac6ac804> .
<https://digital.library.universityofgalway.ie/p/ms/asset/17071/download?format=web> <http://purl.org/pav/hasVersion> <hash://md5/9401abef940bbb961b8b05ba76aa247d> <urn:uuid:fc8dc5f1-a2d1-4f1c-97fe-6985b5dd274b> .
DOI: 10.5281/zenodo.14957997
title: Electronic structure, spin-orbit interaction and electron–phonon coupling of triangular adatom lattices on semiconductor substrates

description: Dataset for the electronic structure and phonon calculations in the manuscript. Relevant VASP, Wannier90, and Phonopy input and output files for each material are included.
DOI: 10.5281/zenodo.14957998
title: Electronic structure, spin-orbit interaction and electron–phonon coupling of triangular adatom lattices on semiconductor substrates

description: Dataset for the electronic structure and phonon calculations in the manuscript. Relevant VASP, Wannier90, and Phonopy input and output files for each material are included.
DOI: 10.5281/zenodo.14522816
title: VPP_Submission ID_240142866

description: Data for VPP_Manuscript_Submission ID_240142866
DOI: 10.5281/zenodo.14522815
title: VPP_Submission ID_240142866

description: Data for VPP_Manuscript_Submission ID_240142866
DOI: 10.5281/zenodo.14538383
title: VPP_Submission ID_240142866

description: Data for VPP_Manuscript_Submission ID_240142866
DOI: 10.5281/zenodo.14958247
title: Skills3
DOI: 10.5281/zenodo.14958248
title: Skills3
DOI: 10.5281/zenodo.14958101
title: DPOTS: eXplainable Artificial Intelligence Dataset for Predicting Outcomes from Time Sequences and Student Behaviors

description: DPOTS: eXplainable Artificial Intelligence (XAI) Dataset for Predicting Outcomes from Time Sequences and Student Behaviors

Accurately and timely predicting learners' outcomes can assist educators in making instructional decisions or interventions. This helps prevent students from falling into a vicious cycle of decreased academic achievement and increased aversion to learning, potentially leading to dropout. Data-driven models often outperform eXplainable Artificial Intelligence (XAI) models in predicting learning outcomes, yet their lack of interpretability can hinder trust from educators. Therefore, this study developed an XAI information fusion framework that not only extracts potential trends from the time series of student grades to enhance predictive performance but also mines explicit relationships between classroom behaviors and learning outcomes. This reveals the behavioral causes behind changes in grades. Furthermore, we have made public the Dataset for Predicting Outcomes from Time sequences and Student behaviors (DPOTS), and validated the effectiveness of the developed XAI information fusion framework based on DPOTS. The results indicate that, the MAE of CEO-IF was reduced by an average of 26.32% compared to the baseline algorithms, and it showed a 22.63% reduction compared to the averaging-based information fusion method.

Copyright

The Copyright of the DPOTS belongs to the authors and their affiliates. You are free to use DPOTS for research purposes. The authors is not responsible for any consequences of the user's use of the data or code. Papers containing data generated using the data or code should declare the use of the DPOTS , and cite the corresponding references correctly: 

Code: https://doi.org/10.5281/zenodo.14958102

Paper: https://doi.org/10.1145/3706599.3721212

Support

According to ethical requirements, if you need to access this data, please send an email to Zi Wei Chen to apply.

If you have any comments or suggestions, please contact 2220042009@stu.jcu.edu.cn (Zi-Wei Chen). Finally, thank you again for using DPOTS.
DOI: 10.5281/zenodo.14958102
title: DPOTS: eXplainable Artificial Intelligence Dataset for Predicting Outcomes from Time Sequences and Student Behaviors

description: DPOTS: eXplainable Artificial Intelligence (XAI) Dataset for Predicting Outcomes from Time Sequences and Student Behaviors

Accurately and timely predicting learners' outcomes can assist educators in making instructional decisions or interventions. This helps prevent students from falling into a vicious cycle of decreased academic achievement and increased aversion to learning, potentially leading to dropout. Data-driven models often outperform eXplainable Artificial Intelligence (XAI) models in predicting learning outcomes, yet their lack of interpretability can hinder trust from educators. Therefore, this study developed an XAI information fusion framework that not only extracts potential trends from the time series of student grades to enhance predictive performance but also mines explicit relationships between classroom behaviors and learning outcomes. This reveals the behavioral causes behind changes in grades. Furthermore, we have made public the Dataset for Predicting Outcomes from Time sequences and Student behaviors (DPOTS), and validated the effectiveness of the developed XAI information fusion framework based on DPOTS. The results indicate that, the MAE of CEO-IF was reduced by an average of 26.32% compared to the baseline algorithms, and it showed a 22.63% reduction compared to the averaging-based information fusion method.

Copyright

The Copyright of the DPOTS belongs to the authors and their affiliates. You are free to use DPOTS for research purposes. The authors is not responsible for any consequences of the user's use of the data or code. Papers containing data generated using the data or code should declare the use of the DPOTS , and cite the corresponding references correctly: 

Code: https://doi.org/10.5281/zenodo.14958102

Paper: https://doi.org/10.1145/3706599.3721212

Support

According to ethical requirements, if you need to access this data, please send an email to Zi Wei Chen to apply.

If you have any comments or suggestions, please contact 2220042009@stu.jcu.edu.cn (Zi-Wei Chen). Finally, thank you again for using DPOTS.
DOI: 10.5281/zenodo.14958275
title: Impact of avocado exports on Peruvian economic growth

description: The avocado has gained worldwide relevance due to its nutritional benefits, and in the last two decades, its consumption has experienced remarkable growth, driven by changes in eating habits, especially during the pandemic caused by the severe acute respiratory syndrome (SARS-CoV-2) virus. This boom has had a significant impact on exporting countries such as Peru, which stands out as a key driver of economic growth due to avocado exports. The present study aims to analyse the impact of avocado exports on Peru's economic growth during the period 2005-2023, utilising a quantitative approach and a non-experimental design, employing the Ordinary Least Squares (OLS) model. The findings indicated that avocado exports and the gross domestic agricultural product exert a positive influence on economic growth, with a statistical significance of 97%. This suggests that a 1% rise in exports results in a 0.40% increase in GDP.Avocado exports have been instrumental in enhancing Peru's economic competitiveness on the global stage, although challenges persist with regard to sustainability and the inclusion of small-scale producers. The study concluded with the assertion that avocado exports exert a positive effect on 0.40% of economic growth in per capita terms, with an overall significance of 97%. This finding allows us to infer, through the factors, that avocado exports play an important role in market dynamics and in contributing to Peru's economic growth, as well as their important implications for sustainable development policies.
DOI: 10.5281/zenodo.14958276
title: Impact of avocado exports on Peruvian economic growth

description: The avocado has gained worldwide relevance due to its nutritional benefits, and in the last two decades, its consumption has experienced remarkable growth, driven by changes in eating habits, especially during the pandemic caused by the severe acute respiratory syndrome (SARS-CoV-2) virus. This boom has had a significant impact on exporting countries such as Peru, which stands out as a key driver of economic growth due to avocado exports. The present study aims to analyse the impact of avocado exports on Peru's economic growth during the period 2005-2023, utilising a quantitative approach and a non-experimental design, employing the Ordinary Least Squares (OLS) model. The findings indicated that avocado exports and the gross domestic agricultural product exert a positive influence on economic growth, with a statistical significance of 97%. This suggests that a 1% rise in exports results in a 0.40% increase in GDP.Avocado exports have been instrumental in enhancing Peru's economic competitiveness on the global stage, although challenges persist with regard to sustainability and the inclusion of small-scale producers. The study concluded with the assertion that avocado exports exert a positive effect on 0.40% of economic growth in per capita terms, with an overall significance of 97%. This finding allows us to infer, through the factors, that avocado exports play an important role in market dynamics and in contributing to Peru's economic growth, as well as their important implications for sustainable development policies.
DOI: 10.5281/zenodo.14958254
title: FITS files for the X-ray continuum model NKBB

description: FITS files to be used with the X-ray continuum fitting model nkbb (ABHModels/nkbb).

Files with 'a13' in the filename are for the model with Johannsen metric \alpha_{13} parameter.

Files with 'Mdl' in the filename are for model with disk of finite thickness.
DOI: 10.5281/zenodo.14958255
title: FITS files for the X-ray continuum model NKBB

description: FITS files to be used with the X-ray continuum fitting model nkbb (ABHModels/nkbb).

Files with 'a13' in the filename are for the model with Johannsen metric \alpha_{13} parameter.

Files with 'Mdl' in the filename are for model with disk of finite thickness.
DOI: 10.15468/dl.t2nbx5
title: Occurrence Download

description: A dataset containing 432 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vernonia patula (Aiton) Merr."
 ]
}

 The dataset includes 432 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003270-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28521665
title: Distribution patterns of Platycodon grandiflorus from the last inter-glacial period to the future by ecological niche modeling

description: Global climate change may represent a significant threat to the distribution and quality of medicinal plants, altering cultivation areas and compromising the quality of medical materials. Platycodon grandiflorus, a traditional Chinese medicinal herb, has a millennia-long medicinal and culinary use history in East Asia. Given its escalating demand, accurately evaluating the changes under different climate scenarios and predicting its potential distribution are imperative for ensuring its conservation and sustainable utilization. By integrating MaxEnt with ArcGIS, this study advances previous approaches by incorporating historical, present, and future climate data to model the distribution dynamics of P. grandiflorus acrossChina. The results indicated: (1) The species' distribution strongly correlates with environmental variables, particularly bio13, prec07, prec09 and tmin07, whose cumulative value of percent contribution was 78.5%; (2) The centroids of potential geographic distribution during the LIG, LGM, and MH periods were situated further westward compared tothe present distribution, with substantial contraction observed in highly suitable habitats throughout these historical periods; (3) Under present climatic conditions, the overall suitable habitat encompasses4,185,964 km2, withhighly suitable habitats constitutingone-third of this expanse, predominantlyconcentrated in central, southern, and northeasternChina; (4) Future climate change scenarios predict that the total suitable habitat will expand to varying degrees (7% increase on average), albeit with potential reductions in highly suitable areas (3% decrease on average); (5) The distribution of P. grandiflorus is likely to move towards higher latitudes in the future due to climate changes. Our findings fill a critical knowledge gap by quantifying the impact of climate change on the distribution of P. grandiflorus. These resultsoffer crucialinsights for developing effective conservation strategies, promoting sustainable utilization, and establishing standardized cultivation protocols for P. grandiflorus resources.
DOI: 10.26193/zpbvnw
title: Being Chinese in Australia 2021 release
title: Public Opinion in Chinese Communities

description: More than 1.2 million people of Chinese heritage live in Australia today. Their experiences are as diverse as their views; many were born in Australia, with lineages that span generations of Australian history. Others have migrated more recently from China, Hong Kong, Taiwan and Southeast Asia. Chinese-Australian communities have flourished and contributed to many aspects of Australian life. &lt;br&gt; &lt;br&gt;

The Lowy Institute’s Multiculturalism, Identity and Influence Project conducted its first nationally representative poll of Chinese-Australians at the end of 2020. Respondents were asked about their perspectives on life in Australia, and views on a wide range of issues — from foreign influence and relationships with China, to systems of government and pride in Australian life and culture. There is both continuity and divergence when these sentiments are compared to the broader Australian population, and the views of those of other diaspora communities.
description: SPSS
description: SAS
description: Stata
description: Being Chinese in Australia: Public Opinion in Chinese Communities
DOI: 10.15468/dl.rqdr6t
title: Occurrence Download

description: A dataset containing 2069 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Cygnus Bartram, 1791, Sciurus carolinensis carolinensis)"
 ]
}

 The dataset includes 2069 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003271-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14469/hpc/12071
title: TS C-O break, TZVPP G =-2036.832359 (Reactants -2,036.892645) DG = 37.8

description: Gaussian 16 (C01) calculation
DOI: 10.14469/hpc/12251
title: TS C-O cleavage, one boron, two amine, G = -2363.793639 (Reactants -2,363.854025) DG = 37.9

description: Gaussian 16 (C01) calculation
DOI: 10.14469/hpc/15013
title: TS C-O cleavage, one boron, two amine, G = -2363.793639 (Reactants -2,363.854025) DG = 37.9 IRC forward

description: Gaussian 16 (C01) calculation