cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/wvfbnhr5dc.1
title: Data source of Integrated perspective on granular characteristics of Martian soils (including original images, GSD data from Gale, Jezero, Gusev and Meridiani Planum)

description: S1: Detailed GSD data (soil weight percentage within each grain size category) from Gale Crater and the corresponding GSD parameters；
S2: Detailed GSD data (soil weight percentage within each grain size category) from Jezero Crater and the corresponding GSD parameters；
S3: Detailed GSD data (soil weight percentage within each grain size category) from Gusev Crater and the corresponding GSD parameters；
S4: Detailed GSD data (soil weight percentage within each grain size category) from Meridiani Planum and the corresponding GSD parameters；
S5: the original high-precision photo number used in the article for reading soil particle gradation；
S6: the original photos processed in the article (file names are the image numbers)；
S7: large scale images to to determine geomorphological characteristics.
All the images are sourced from https://science.nasa.gov/resource/gale-crater/, https://science.nasa.gov/mission/msl-curiosity/location-map/, https://mars.nasa.gov/msl/multimedia/raw-images/, https://mars.nasa.gov/mars2020/multimedia/raw-images/, and https://an.rsl.wustl.edu/mer/.
DOI: 10.15468/dl.yzd5ct
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Travisiopsis lobifera",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 52 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040143-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3929/ethz-b-000737964
title: Dataset for "Predicting field calibration factors for suspended sediment monitoring based on particle size and shape"
DOI: 10.15468/dl.9vkyf4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Urocynchramidae)",
 "Geometry POLYGON((-25.3605576 -34.8220024,63.4957581 -34.8220024,63.4957581 37.3404121,-25.3605576 37.3404121,-25.3605576 -34.8220024))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is one of (Africa)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040145-251120083545085/datasets/export for details.
DOI: 10.15468/dl.9ruuus
title: Occurrence Download

description: A dataset containing 4729 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((0.29352 40.92859,0.4476 40.92859,0.4476 41.03942,0.29352 41.03942,0.29352 40.92859))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2015-2024"
 ]
}

 The dataset includes 4729 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040142-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/1nv4ji
title: PAN-00179102 - D-shaped single looped buckle

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00179102&lt;/p&gt;
description: Modified: 2025-10-22T17:30:30+02:00
DOI: 10.15468/dl.bhanyy
title: Occurrence Download

description: A dataset containing 653 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Typhloscolex muelleri",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 653 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040146-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3fghqz
title: Occurrence Download

description: A dataset containing 735 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is France",
 "GadmGid is one of (FRA.12.5_1, FRA.10.5_1, FRA.10.1_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia",
 "Year 2025-2025"
 ]
}

 The dataset includes 735 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040148-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17864532
title: Dataset - The Moderating Power of Ties - Empirical Evidence on the Social Cultural Embeddeness of Entrepreneurial Ecosystems

description: Dataset for the reproduction of the results of the submitted paper: The Moderating Power of Ties - Empirical Evidence on the Social Cultural Embeddeness of Entrepreneurial Ecosystems
DOI: 10.5281/zenodo.17864533
title: Dataset - The Moderating Power of Ties - Empirical Evidence on the Social Cultural Embeddeness of Entrepreneurial Ecosystems

description: Dataset for the reproduction of the results of the submitted paper: The Moderating Power of Ties - Empirical Evidence on the Social Cultural Embeddeness of Entrepreneurial Ecosystems
DOI: 10.6084/m9.figshare.29992165
title: Creep behavior of composite cylinders: effects of thermal gradients, reinforcement, and residual stress

description: This study presents a detailed numerical investigation of creep-induced stress and strain distributions in particle-reinforced composite cylinders under combined internal pressure, thermal gradients, and residual stress using an explicit finite difference method. The model incorporates steady-state creep, radial thermal variation, and reinforcement effects, and was validated against experimental data from previous research. The tangential stress peaks at 1.2 × 10<sup>5</sup> MPa near mid-thickness (0.08 m), while radial stress increases from 0.05 × 10<sup>4</sup> MPa at the inner radius to 0.88 × 10<sup>5</sup> MPa at the outer radius. Strain rates vary from −1 × 10<sup>10</sup> s<sup>−</sup>¹ (tangential) and −3 × 10<sup>9</sup> s<sup>−</sup>¹ (radial) at the inner radius to 2.3 × 10<sup>10</sup> s<sup>−</sup>¹ and 1.8 × 10<sup>10</sup> s<sup>−</sup>¹ at the outer radius, respectively. The model demonstrates strong validation with <i>R</i><sup>2</sup> = 0.99 for radial strain rate and Phi (ϕ), and Mean Absolute Percentage Error (MAPE) values of 3.46% and 4.66% for Phi and radial stress, respectively. Sensitivity analysis reveals that increasing SiC particle volume fraction from 0.05 to 0.25 enhances stiffness and modifies stress distribution, while a 50-K thermal gradient and residual stresses of 1.5 × 10<sup>5</sup> MPa significantly elevate internal stress levels. This validated framework enables accurate prediction of long-term deformation and supports optimized design of high-performance composite cylinders used in aerospace, nuclear, and energy applications.
DOI: 10.6084/m9.figshare.29992165.v1
title: Creep behavior of composite cylinders: effects of thermal gradients, reinforcement, and residual stress

description: This study presents a detailed numerical investigation of creep-induced stress and strain distributions in particle-reinforced composite cylinders under combined internal pressure, thermal gradients, and residual stress using an explicit finite difference method. The model incorporates steady-state creep, radial thermal variation, and reinforcement effects, and was validated against experimental data from previous research. The tangential stress peaks at 1.2 × 10<sup>5</sup> MPa near mid-thickness (0.08 m), while radial stress increases from 0.05 × 10<sup>4</sup> MPa at the inner radius to 0.88 × 10<sup>5</sup> MPa at the outer radius. Strain rates vary from −1 × 10<sup>10</sup> s<sup>−</sup>¹ (tangential) and −3 × 10<sup>9</sup> s<sup>−</sup>¹ (radial) at the inner radius to 2.3 × 10<sup>10</sup> s<sup>−</sup>¹ and 1.8 × 10<sup>10</sup> s<sup>−</sup>¹ at the outer radius, respectively. The model demonstrates strong validation with <i>R</i><sup>2</sup> = 0.99 for radial strain rate and Phi (ϕ), and Mean Absolute Percentage Error (MAPE) values of 3.46% and 4.66% for Phi and radial stress, respectively. Sensitivity analysis reveals that increasing SiC particle volume fraction from 0.05 to 0.25 enhances stiffness and modifies stress distribution, while a 50-K thermal gradient and residual stresses of 1.5 × 10<sup>5</sup> MPa significantly elevate internal stress levels. This validated framework enables accurate prediction of long-term deformation and supports optimized design of high-performance composite cylinders used in aerospace, nuclear, and energy applications.
DOI: 10.6084/m9.figshare.30508232
title: Environmental drivers and dynamics of macroinvertebrate communities on carbonates at Southern California methane seeps

description: Methane seeps are recognized for hosting diverse communities and playing a crucial role in global carbon cycling. This study characterizes macroinvertebrate (&gt; 300 μm) communities on carbonates at six methane seeps in the Southern California Borderland (USA) (370-1020 metres), addressing questions about their community structure and response to water depth, oxygen concentrations, and seepage activity. Overall, sites with less active seepage were dominated by ophiuroids, isopods, amphipods, and cnidarians. Active seep sites supported provannid snails, pyropeltid limpets, and dorvilleid, cirratulid, and lacydoniid polychaetes. Mensurative studies revealed that macrofaunal density and diversity were lower with increasing depth, decreasing oxygen, and increasing seepage. Experiments at Del Mar Seep, which involved transferring carbonates from an active seep setting to an inactive setting, showed that after 25 months the macrofaunal communities had fewer species dependent on seep-associated microbes and resembled non-seep fauna. Colonization experiments at Lasuen Knoll Seep, in which defaunated carbonates were deployed for 23 months at active and inactive settings, revealed that seepage allows for higher density and homogenizes communities. Southern California methane seeps are highly heterogenous, strongly influenced by overlying oxygen concentration, and respond rapidly to changes in seepage. Such information can inform regional conservation and management policies.
DOI: 10.6084/m9.figshare.30508232.v1
title: Environmental drivers and dynamics of macroinvertebrate communities on carbonates at Southern California methane seeps

description: Methane seeps are recognized for hosting diverse communities and playing a crucial role in global carbon cycling. This study characterizes macroinvertebrate (&gt; 300 μm) communities on carbonates at six methane seeps in the Southern California Borderland (USA) (370-1020 metres), addressing questions about their community structure and response to water depth, oxygen concentrations, and seepage activity. Overall, sites with less active seepage were dominated by ophiuroids, isopods, amphipods, and cnidarians. Active seep sites supported provannid snails, pyropeltid limpets, and dorvilleid, cirratulid, and lacydoniid polychaetes. Mensurative studies revealed that macrofaunal density and diversity were lower with increasing depth, decreasing oxygen, and increasing seepage. Experiments at Del Mar Seep, which involved transferring carbonates from an active seep setting to an inactive setting, showed that after 25 months the macrofaunal communities had fewer species dependent on seep-associated microbes and resembled non-seep fauna. Colonization experiments at Lasuen Knoll Seep, in which defaunated carbonates were deployed for 23 months at active and inactive settings, revealed that seepage allows for higher density and homogenizes communities. Southern California methane seeps are highly heterogenous, strongly influenced by overlying oxygen concentration, and respond rapidly to changes in seepage. Such information can inform regional conservation and management policies.
DOI: 10.17026/ar/iobngn
title: PAN-00180695 - Solid cross pendant group F

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00180695&lt;/p&gt;
description: Modified: 2025-10-08T10:01:37+02:00
DOI: 10.15468/dl.sfrvaw
title: Occurrence Download

description: A dataset containing 217959 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Amphispiza bilineata)",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1951",
 "Year is less than or equal to 2024",
 "Month is greater than or equal to April",
 "Month is less than or equal to July",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 217959 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040112-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6rmhzw
title: Occurrence Download

description: A dataset containing 753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aspidosiphon albus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 753 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040149-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17603/ds2-gxqj-3s60
title: REPAIR IRPAnalyzer

description: IRPAnalyzer is a user-friendly application that was developed as part of the REPAIR project, which was funded by the Advanced Research Projects Agency-Energy (ARPA-E) within Unites States Department of Energy. The application, which was built using Matlab App Designer, is designed to aid pipeline developers and designers in the analysis and design of internal pipe repair systems for legacy host pipes that exhibit full circumferential discontinuities under most critical loading conditions, as identified through extensive research. This novel computer application is aimed at analyzing and designing internal repair systems for managing pipeline infrastructure with full circumferential cracks, discontinuities or pulled-out joints under critical loading conditions including lateral deformation, axial deformation, fatigue and hoop stress, as identified in recent studies. This design app addresses a significant gap in current design tools by integrating simplified analytical models and solution methods with user-friendly interfaces and features, thereby facilitating accurate and efficient predictions. The executable file (provided data) provides the user the ability to generate recommendations for material and geometries for internal replacement pipes across a variety of technologies and deposition methods.
DOI: 10.15468/dl.5jtzcg
title: Occurrence Download

description: A dataset containing 844820 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "KingdomKey is Plantae",
 "BasisOfRecord is one of (Fossil, Material sample, Material citation, Specimen)"
 ]
}

 The dataset includes 844820 records from 696 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040124-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwvmg9
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Continent derived from coordinates",
 "TaxonKey is Perameles eremiana"
 ]
}

 The dataset includes 52 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040152-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/nvqnit
title: PAN-00163278 - smooth ware jug type Hofh. 50

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00163278&lt;/p&gt;
description: Modified: 2025-11-06T11:08:12+01:00
DOI: 10.15468/dl.vytu4a
title: Occurrence Download

description: A dataset containing 323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aspidosiphon elegans",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 323 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040153-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17864613
title: Database of NOT YET and TAM markers in indigenous American languages

description: Database of NOT YET and TAM markers in indigenous American languages
DOI: 10.5281/zenodo.17864603
title: Perceived Price Opacity and the Investment Appeal of Oil Paintings in the Art Market
DOI: 10.5281/zenodo.17864604
title: Perceived Price Opacity and the Investment Appeal of Oil Paintings in the Art Market
DOI: 10.6084/m9.figshare.30830651.v1
title: <b>Indonesian Part-of-Speech Tagging Corpus</b>

description: This dataset is a refined version of the Indonesian POS-tagged corpus by Fu et al. (2018). The corpus was filtered to include only complete single-clause sentences, identified through rule-based syntactic analysis using UPOS tags and dependency parsing.Annotation inconsistencies were detected using word-level entropy. From 7,388 word types analyzed, 617 words with H&gt;0 were identified as candidates and reviewed by 15 linguistic experts. Using majority voting, experts corrected 550 inconsistent word labels, while the remaining words were confirmed as valid ambiguities. All corrected labels were reintegrated into the corpus to produce the revised version.Evaluation comparing the original filtered corpus (V1) and the corrected version (V2) shows that V2 improves model performance across all metrics, especially on ambiguous words (≈14% accuracy and ≈15% macro F1 improvement). Average entropy also decreases from 0.07 to 0.04, indicating higher annotation consistency.This dataset provides a cleaner, more homogeneous POS-tagged resource for Indonesian language processing and improved model reliability on ambiguous and OOV cases.
DOI: 10.15468/dl.gd3mec
title: Occurrence Download

description: A dataset containing 4127 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Red Book of Altai Mountain Country (plants)"
 ]
}

 The dataset includes 4127 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040155-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hn42s8
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Catalogue of Life"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040160-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/cjhcih
title: PAN-00145429 - terra sigillata plate type Drag. 18

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00145429&lt;/p&gt;
description: Modified: 2025-10-22T17:33:13+02:00
DOI: 10.15468/dl.rbns5h
title: Occurrence Download

description: A dataset containing 2301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((4.49195 43.75566,5.41421 43.75566,5.41421 44.22403,4.49195 44.22403,4.49195 43.75566))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 2301 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040159-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b5x8yh
title: Occurrence Download

description: A dataset containing 524 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is DEU.15_1",
 "TaxonKey is Tettigonia cantans"
 ]
}

 The dataset includes 524 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040161-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2yf2vh
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aspidosiphon laevis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 81 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040158-251120083545085/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.30830651
title: Indonesian Part-of-Speech Tagging Corpus

description: This dataset is a refined version of the Indonesian POS-tagged corpus by Fu et al. (2018). The corpus was filtered to include only complete single-clause sentences, identified through rule-based syntactic analysis using UPOS tags and dependency parsing.Annotation inconsistencies were detected using word-level entropy. From 7,388 word types analyzed, 617 words with H&gt;0 were identified as candidates and reviewed by 15 linguistic experts. Using majority voting, experts corrected 550 inconsistent word labels, while the remaining words were confirmed as valid ambiguities. All corrected labels were reintegrated into the corpus to produce the revised version.Evaluation comparing the original filtered corpus (V1) and the corrected version (V2) shows that V2 improves model performance across all metrics, especially on ambiguous words (≈14% accuracy and ≈15% macro F1 improvement). Average entropy also decreases from 0.07 to 0.04, indicating higher annotation consistency.This dataset provides a cleaner, more homogeneous POS-tagged resource for Indonesian language processing and improved model reliability on ambiguous and OOV cases.
DOI: 10.6084/m9.figshare.30830651.v2
title: <b>Indonesian Part-of-Speech Tagging Corpus</b>

description: This dataset is a refined version of the Indonesian POS-tagged corpus by Fu et al. (2018). The corpus was filtered to include only complete single-clause sentences, identified through rule-based syntactic analysis using UPOS tags and dependency parsing.Annotation inconsistencies were detected using word-level entropy. From 7,388 word types analyzed, 617 words with H&gt;0 were identified as candidates and reviewed by 15 linguistic experts. Using majority voting, experts corrected 550 inconsistent word labels, while the remaining words were confirmed as valid ambiguities. All corrected labels were reintegrated into the corpus to produce the revised version.Evaluation comparing the original filtered corpus (V1) and the corrected version (V2) shows that V2 improves model performance across all metrics, especially on ambiguous words (≈14% accuracy and ≈15% macro F1 improvement). Average entropy also decreases from 0.07 to 0.04, indicating higher annotation consistency.This dataset provides a cleaner, more homogeneous POS-tagged resource for Indonesian language processing and improved model reliability on ambiguous and OOV cases.