cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.q4qvux
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Saccopteryx leptura"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019492-251120083545085/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.28134125
title: Dataset_Travnik_2025.xlsx

description: Data related to a literature review and a bibliometric analysis conducted using “personality OR temperament” in title and related terms in abstracts, titles, and keywords. The study focused on cattle, pigs, cats, dogs, and wild animals, with the Scopus and Web of Science databases. The database consisted of 772 articles, with 765 analyzed using the Bibliometrix program.
DOI: 10.6084/m9.figshare.28134125.v5
title: Dataset_Travnik_2025.xlsx

description: Data related to a literature review and a bibliometric analysis conducted using “personality OR temperament” in title and related terms in abstracts, titles, and keywords. The study focused on cattle, pigs, cats, dogs, and wild animals, with the Scopus and Web of Science databases. The database consisted of 772 articles, with 765 analyzed using the Bibliometrix program.
DOI: 10.6084/m9.figshare.28134125.v4
title: Dataset_Travnik_2025.xlsx

description: Data related to a literature review and a bibliometric analysis conducted using “personality OR temperament” in title and related terms in abstracts, titles, and keywords. The study focused on cattle, pigs, cats, dogs, and wild animals, with the Scopus and Web of Science databases. The database consisted of 772 articles, with 765 analyzed using the Bibliometrix program.
DOI: 10.15468/dl.aj3pxp
title: Occurrence Download

description: A dataset containing 1134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Angola",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 1134 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019494-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6yvgr2
title: Occurrence Download

description: A dataset containing 263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Australia",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((151.28895 -33.80842,151.28256 -33.81502,151.28558 -33.82116,151.30164 -33.8245,151.3093 -33.80767,151.29981 -33.79902,151.28895 -33.80842))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (February, March, September, October, November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2014-2015"
 ]
}

 The dataset includes 263 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019496-251120083545085/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.22715158
title: Matbench Discovery - Data Files

description: These are the v1 data files for Matbench Discovery, a benchmark for machine learning energy models on inorganic crystal stability prediction from unrelaxed structures. It contains relaxed structures of the MP training set, initial+relaxed structures of the WBM test set, plus several checkpoints for models trained on this data specifically for this benchmark.For a description of each file, see https://matbench-discovery.materialsproject.org/data#--direct-download.The full MPtrj training set containing 1.3M structures along with their energies, forces, stresses and magmons is available at https://figshare.com/articles/dataset/23713842.
DOI: 10.6084/m9.figshare.22715158.v30
title: Matbench Discovery - Data Files

description: These are the v1 data files for Matbench Discovery, a benchmark for machine learning energy models on inorganic crystal stability prediction from unrelaxed structures. It contains relaxed structures of the MP training set, initial+relaxed structures of the WBM test set, plus several checkpoints for models trained on this data specifically for this benchmark.For a description of each file, see https://matbench-discovery.materialsproject.org/data#--direct-download.The full MPtrj training set containing 1.3M structures along with their energies, forces, stresses and magmons is available at https://figshare.com/articles/dataset/23713842.
DOI: 10.6084/m9.figshare.22715158.v29
title: Matbench Discovery - Data Files

description: These are the v1 data files for Matbench Discovery, a benchmark for machine learning energy models on inorganic crystal stability prediction from unrelaxed structures. It contains relaxed structures of the MP training set, initial+relaxed structures of the WBM test set, plus several checkpoints for models trained on this data specifically for this benchmark.For a description of each file, see https://matbench-discovery.materialsproject.org/data#--direct-download.The full MPtrj training set containing 1.3M structures along with their energies, forces, stresses and magmons is available at https://figshare.com/articles/dataset/23713842.
DOI: 10.15468/dl.vc9ux9
title: Occurrence Download

description: A dataset containing 1756 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is South America",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is LC",
 "License is CC-BY 4.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Chlorestes julie",
 "Year 2000-2025"
 ]
}

 The dataset includes 1756 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019495-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5y4kw
title: Occurrence Download

description: A dataset containing 16341 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Marine Species Records from Skomer Marine Conservation Zone (MCZ) Marine Monitoring Programme"
 ]
}

 The dataset includes 16341 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019497-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hq3jch
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Siphonenteron nakanoi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019498-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.hjs.00557
title: A Physics-Informed Neural Network Source Iteration Approach for Improved Accuracy and Convergence in Neutron Diffusion Problems: Dataset and Benchmark Results
title: 基于PINN源迭代法求解中子扩散方程的精度与收敛性优化研究数据集

description: This dataset contains complete case results of solving the two-dimensional two group neutron diffusion equation using the PINN source iterative method. Research on the PINN framework built on PyTorch, covering three typical testing scenarios: (1) the five region problem of smooth transition; (2) TWIGL benchmark questions (including two sets of results before and after section correction); (3) XPINN Three Partition Example. The dataset provides high-resolution images, training logs, and key model outputs, which can be used for validation research of methods such as PINN, RAR, dynamic weighting, XPINN, etc. 
description: This dataset contains complete case results of solving the two-dimensional two group neutron diffusion equation using the PINN source iterative method. Research on the PINN framework built on PyTorch, covering three typical testing scenarios: (1) the five region problem of smooth transition; (2) TWIGL benchmark questions (including two sets of results before and after section correction); (3) XPINN Three Partition Example. The dataset provides high-resolution images, training logs, and key model outputs, which can be used for validation research of methods such as PINN, RAR, dynamic weighting, XPINN, etc.
DOI: 10.15468/dl.bqpzu9
title: Occurrence Download

description: A dataset containing 2445 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (CHN.20.4_1, CHN.20.4.3_1)",
 "TaxonKey is Passeriformes",
 "Year 2002-2024"
 ]
}

 The dataset includes 2445 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019499-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xnxbvw
title: Occurrence Download

description: A dataset containing 16539 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Apidae"
 ]
}

 The dataset includes 16539 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019500-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gbsuy
title: Occurrence Download

description: A dataset containing 624 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dryophytes walkeri"
 ]
}

 The dataset includes 624 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019501-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jy743a
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ololygon carnevallii"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019504-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ap26ca
title: Occurrence Download

description: A dataset containing 11181 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is South America",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is LC",
 "License is CC-BY 4.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Doryfera ludovicae",
 "Year 2000-2025"
 ]
}

 The dataset includes 11181 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019503-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17773477
title: Development and Performance of Low Cost Hybrid Evaporative Cooling using earthen pots and forced airflow for pv panels
title: Pv panel optimisation
DOI: 10.5281/zenodo.17773476
title: Development and Performance of Low Cost Hybrid Evaporative Cooling using earthen pots and forced airflow for pv panels
title: Pv panel optimisation
DOI: 10.34740/kaggle/dsv/13939382
title: World Athletics Calendar (worldathletics.org)
DOI: 10.15468/dl.qu9rfr
title: Occurrence Download

description: A dataset containing 191 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "Country is one of (New Zealand)",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Olearia fragrantissima [GBIF Backbone Taxonomy])"
 ]
}

 The dataset includes 191 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019506-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgwzet
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nemertopsis berthalutzae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019508-251120083545085/datasets/export for details.
DOI: 10.71947/arim.jpmxp1223nm2009-2
title: ICP-RIE(RIE-101iPH)によるSi及びGaAsエッチング
DOI: 10.71947/arim.jpmxp1223nm2009-3
title: CCP-RIE(RIE-200NL)による酸化膜・窒化膜等のエッチング
DOI: 10.71947/arim.jpmxp1223nm2008-1
title: 液体原料を用いたプラズマCVDによるSiN成膜
DOI: 10.15468/dl.5xtwkk
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ololygon skaios"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019509-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dkjcjm
title: Occurrence Download

description: A dataset containing 34977 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is UKR.26_1",
 "TaxonKey is Passeriformes",
 "Year 2002-2024"
 ]
}

 The dataset includes 34977 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019510-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3adswq
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nyctimystes sauroni"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019512-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gj7nfr
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pithecopus oreades"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019513-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t58s5j
title: Occurrence Download

description: A dataset containing 417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Baseodiscus delineatus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 417 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019514-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7mcq53
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Choerophryne variegata"
 ]
}

 The dataset includes 159 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019515-251120083545085/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.28187990.v21
title: Matbench Discovery - Model Predictions for Discovery

description: This dataset contains model predictions from various models evaluated on the Matbench Discovery benchmark for the discovery task. Task description: Predicting ground state energies of unrelaxed structures For more information about the benchmark and models, visit: https://github.com/janosh/matbench-discovery.
DOI: 10.34740/kaggle/dsv/13939404
title: Egypt Gold Prices | Daily Updated
DOI: 10.15468/dl.pbh6as
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eupolia marmorata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019517-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17665941
title: DJA/NIRSpec LRD sample and SED properties

description: Data table presenting the complete LRD sample and key measurements of de Graaff et al. (2025d; arXiv:2511.21820). The table includes duplicate sources (i.e. duplicate observations and/or multiple images) resulting in 134 entries for 116 unique sources. Our selection and spectroscopic measurements were made using version 4.4 of the DAWN JWST Archive.

Blackbody fitting results are provided only for the subset indicated in the paper. Emission line fitting results are provided where available (i.e. where data coverage allows). Column names, units and descriptions are provided in Appendix A, Table 2 of the paper as well as in the attached README.

If you use these data in your work, please cite de Graaff et al. (2025d; arXiv:2511.21820) and cite/provide credit to the relevant JWST programs from which the spectra originate, as detailed in the README.
DOI: 10.5281/zenodo.17665942
title: DJA/NIRSpec LRD sample and SED properties

description: Data table presenting the complete LRD sample and key measurements of de Graaff et al. (2025d; arXiv:2511.21820). The table includes duplicate sources (i.e. duplicate observations and/or multiple images) resulting in 134 entries for 116 unique sources. Our selection and spectroscopic measurements were made using version 4.4 of the DAWN JWST Archive.

Blackbody fitting results are provided only for the subset indicated in the paper. Emission line fitting results are provided where available (i.e. where data coverage allows). Column names, units and descriptions are provided in Appendix A, Table 2 of the paper as well as in the attached README.

If you use these data in your work, please cite de Graaff et al. (2025d; arXiv:2511.21820) and cite/provide credit to the relevant JWST programs from which the spectra originate, as detailed in the README.
DOI: 10.15468/dl.kt4axh
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Microkayla adenopleura"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019518-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e240782
title: HIFLD OPEN State Legislative Districts - Lower

description: State Legislative Districts (SLDs) are the areas from which members are elected to state legislatures. The SLDs embody the upper (senate) and lower (house) chambers of the state legislature. Nebraska has a unicameral legislature and the District of Columbia has a single council, both of which the Census Bureau treats as upper-chamber legislative areas for the purpose of data presentation; there are no data by lower-chamber legislative area for either Nebraska or the District of Columbia. A unique three-character census code, identified by state participants, is assigned to each SLD within a state. In Connecticut, Illinois, Louisiana, New Hampshire, Wisconsin, and Puerto Rico, the Redistricting Data Program (RDP) participant did not define the SLDs to cover all of the state or state equivalent area. In these areas with no SLDs defined, the code "ZZZ" has been assigned, which is treated as a single SLD for purposes of data presentation.The most recent SLD boundaries collected by the Census Bureau are for the 2022 election year and were provided by state-level participants through the RDP.
description: Archived from the HIFLD Open GIS data repository, which was deactivated on August 26, 2025.
DOI: 10.3886/e240782v1
title: HIFLD OPEN State Legislative Districts - Lower

description: State Legislative Districts (SLDs) are the areas from which members are elected to state legislatures. The SLDs embody the upper (senate) and lower (house) chambers of the state legislature. Nebraska has a unicameral legislature and the District of Columbia has a single council, both of which the Census Bureau treats as upper-chamber legislative areas for the purpose of data presentation; there are no data by lower-chamber legislative area for either Nebraska or the District of Columbia. A unique three-character census code, identified by state participants, is assigned to each SLD within a state. In Connecticut, Illinois, Louisiana, New Hampshire, Wisconsin, and Puerto Rico, the Redistricting Data Program (RDP) participant did not define the SLDs to cover all of the state or state equivalent area. In these areas with no SLDs defined, the code "ZZZ" has been assigned, which is treated as a single SLD for purposes of data presentation.The most recent SLD boundaries collected by the Census Bureau are for the 2022 election year and were provided by state-level participants through the RDP.
description: Archived from the HIFLD Open GIS data repository, which was deactivated on August 26, 2025.
DOI: 10.15468/dl.enrumy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stromitrema khairabadensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019519-251120083545085/datasets/export for details.
DOI: 10.15468/dl.w7rt5y
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ichthyophis garoensis"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019520-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.