cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/vyptydpwrh.2
title: Marine Organizational Collaborative Networks: Enhancing Technological Innovation for Environmental Monitoring

description: Buoy monitoring technology is one of the most widely used marine ecological environment monitoring techniques globally, capable of long-term, continuous, and real-time monitoring of targets. Examples include pollution monitoring buoys near offshore oil platforms, acceleration monitoring buoys for the rise and fall movements of deep-sea aquaculture cages, and radiation monitoring buoys for nuclear power plants at sea. The buoy monitoring stations can be flexibly positioned, with a wide range of observation areas (nearshore and offshore) ). Prior to 2014, the limited number of buoy-related joint patent applications did not allow for reliable statistical inferences. Therefore, this paper selects joint patent applications for buoys from 2013 to 2023 as the primary subjects for network construction. The patent data used in this paper are sourced from the Patent Search and Analysis System of the National Intellectual Property Administration of China (http://pss-system.cnipa.gov.cn/).
DOI: 10.15468/dl.zgdsnd
title: Occurrence Download

description: A dataset containing 504337 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vaccinium vitis-idaea"
 ]
}

 The dataset includes 504337 records from 951 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022496-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rr8v4t
title: Occurrence Download

description: A dataset containing 300671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Nyctalus noctula"
 ]
}

 The dataset includes 300671 records from 2970 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022560-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pzt6ma
title: Occurrence Download

description: A dataset containing 351 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tetraria octandra",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 351 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017910-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmbeeb
title: Occurrence Download

description: A dataset containing 510194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mugil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 510194 records from 506 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017889-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18513533
title: Code Book Systematic Literature Review: Exploring the Role of EAP Curriculum in Supporting Sustainability Competencies: Stakeholder Insights in Tertiary Education

description: EAP SLR: codebook and data extraction table
DOI: 10.5281/zenodo.18513532
title: Code Book Systematic Literature Review: Exploring the Role of EAP Curriculum in Supporting Sustainability Competencies: Stakeholder Insights in Tertiary Education

description: EAP SLR: codebook and data extraction table
DOI: 10.15468/dl.cxffgf
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trachystylis stradbrokensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 183 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017913-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vt9ce
title: Occurrence Download

description: A dataset containing 10156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myriophyllum aquaticum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2020",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 10156 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017912-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17657397
title: Olink Proteome Cytokine 48/Immune surveillence 48 panel NPX quantification data
DOI: 10.5281/zenodo.17657396
title: Olink Proteome Cytokine 48/Immune surveillence 48 panel NPX quantification data
DOI: 10.15468/dl.az9mv6
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichophorum analecta",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 47 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017915-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nyekjk
title: Occurrence Download

description: A dataset containing 3225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parthenium hysterophorus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1900",
 "Year is less than or equal to 1999"
 ]
}

 The dataset includes 3225 records from 182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017916-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjhh7h
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichophorum tepaliferum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 23 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017917-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2zs69s
title: Occurrence Download

description: A dataset containing 3163 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= -16.25916876999866
 AND decimallatitude &lt;= -12.166598047573723
 AND decimallongitude &gt;= 35.41533826670671
 AND decimallongitude &lt;= 40.929903860996625
 AND GBIF_Within('POLYGON ((40.929904 -16.259169, 40.929904 -12.166598, 35.415338 -12.166598, 35.415338 -16.259169, 40.929904 -16.259169))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 3163 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017911-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8y9eys
title: Occurrence Download

description: A dataset containing 3883 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parthenium hysterophorus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2009"
 ]
}

 The dataset includes 3883 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017918-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.se7tmq
title: Occurrence Download

description: A dataset containing 238 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tricostularia pauciflora",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 238 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017919-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c53f4m22r
title: MassIVE MSV000100755 - MPRINT clinical study - human milk - mother-infant pairs ABX exposure
title: Human milk samples collected from mothers receiving antibiotics based on clinical indication or their matched untreated controls. Untargeted LC-MS/MS acquisition was performed on a Vanquish ultra-high-performance liquid chromatography (UHPLC) system coupled to a QExactive Orbitrap (Thermo Scientific) mass spectrometer
DOI: 10.5281/zenodo.18513577
title: Supplementary materials for "General-purpose machine-learned interatomic potentials for 18 transition metal dichalcogenides: comprehensive investigations into mechanical responses, phase stability, and thermal properties"

description: This dataset provides the data used to train machine-learned potentials and to validate their properties in the manuscript "General-purpose machine-learned interatomic potentials for 18 transition metal dichalcogenides: comprehensive investigations into mechanical responses, phase stability, and thermal properties" (to be submitted). 

1: The crystal structures of 18 TMDCs used in the DFT dataset cover the 1T, 2H, and 3R phases; 2: The training dataset in the extended XYZ format, along with the corresponding training input and output ffles for S-NEP and G-NEP; 3 Input and output ffles: phonon dispersion, elastic modulus, bulk modulus, exfoliation energy, HNEMD thermal conductivity, and phase diagram.
DOI: 10.5281/zenodo.18513578
title: Supplementary materials for "General-purpose machine-learned interatomic potentials for 18 transition metal dichalcogenides: comprehensive investigations into mechanical responses, phase stability, and thermal properties"

description: This dataset provides the data used to train machine-learned potentials and to validate their properties in the manuscript "General-purpose machine-learned interatomic potentials for 18 transition metal dichalcogenides: comprehensive investigations into mechanical responses, phase stability, and thermal properties" (to be submitted). 

1: The crystal structures of 18 TMDCs used in the DFT dataset cover the 1T, 2H, and 3R phases; 2: The training dataset in the extended XYZ format, along with the corresponding training input and output ffles for S-NEP and G-NEP; 3 Input and output ffles: phonon dispersion, elastic modulus, bulk modulus, exfoliation energy, HNEMD thermal conductivity, and phase diagram.
DOI: 10.15468/dl.gyxzqx
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zameioscirpus muticus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 23 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017922-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nm3bdj
title: Occurrence Download

description: A dataset containing 6898 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parthenium hysterophorus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2019"
 ]
}

 The dataset includes 6898 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017923-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdgjcr
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zulustylis hygrophila",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 58 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017924-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18513697
title: Paleobiology Database (PBDB)

description: The Paleobiology Database is a public resource for the global scientific community. It has been organized and operated by a multi-disciplinary, multi-institutional, international group of paleobiological researchers. Its purpose is to provide global, collection-based occurrence and taxonomic data for marine and terrestrial animals and plants of any geological age, as well as web-based software for statistical analysis of the data. The project__s wider, long-term goal is to encourage collaborative efforts to answer large-scale paleobiological questions by developing a useful database infrastructure and bringing together large data sets. http://paleobiodb.org/
The Paleobiology Database is a public database of paleontological data that anyone can use, maintained by an international non-governmental group of paleontologists. 
https://paleobiodb.org/#/
DOI: 10.5281/zenodo.13309668
title: Paleobiology Database (PBDB)

description: The Paleobiology Database is a public resource for the global scientific community. It has been organized and operated by a multi-disciplinary, multi-institutional, international group of paleobiological researchers. Its purpose is to provide global, collection-based occurrence and taxonomic data for marine and terrestrial animals and plants of any geological age, as well as web-based software for statistical analysis of the data. The project__s wider, long-term goal is to encourage collaborative efforts to answer large-scale paleobiological questions by developing a useful database infrastructure and bringing together large data sets. http://paleobiodb.org/
The Paleobiology Database is a public database of paleontological data that anyone can use, maintained by an international non-governmental group of paleontologists. 
https://paleobiodb.org/#/
DOI: 10.15468/dl.n62zk2
title: Occurrence Download

description: A dataset containing 19080 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parthenium hysterophorus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2020",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 19080 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017926-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3h5ctm
title: Occurrence Download

description: A dataset containing 387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ecdeiocolea monostachya",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 387 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017927-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14759253
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.qdgkmw
title: Occurrence Download

description: A dataset containing 13114 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= -16.25916876999866
 AND decimallatitude &lt;= -12.166598047573723
 AND decimallongitude &gt;= 45.534006342908626
 AND decimallongitude &lt;= 51.16237982624578
 AND GBIF_Within('POLYGON ((51.162380 -16.259169, 51.162380 -12.166598, 45.534006 -12.166598, 45.534006 -16.259169, 51.162380 -16.259169))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 13114 records were derived from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017921-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/k0tj-rp16
title: "AI Framework for Predicting Student Comprehension in Online Learning: Lecturer Perspectives"

description: "Artificial Intelligence (AI) has become a transformative force in higher education, particularly in addressing the challenge of assessing and supporting student comprehension within online learning environments. This study examines university lecturers\u2019 perspectives on the pedagogical potential and ethical implications of AI-driven frameworks designed for real-time comprehension prediction. Drawing on data collected through a structured questionnaire distributed to Sri Lankan lecturers with varied online teaching experience, the research integrates qualitative insights. Findings indicate that lecturers demonstrate a strong appreciation for the pedagogical value of AI-based systems, especially those that facilitate adaptive and data-informed teaching. Most respondents viewed real-time feedback and behavioral analysis tools as effective mechanisms to enhance engagement and instructional responsiveness. This optimism reflects a growing readiness among educators to integrate AI into their online pedagogical practice, provided such systems align with educational objectives and institutional capacity. Simultaneously, ethical considerations emerged as a defining concern. The study recognises that while lecturers recognize AI\u2019s potential to strengthen online teaching through real-time comprehension prediction, their support is contingent upon clear ethical safeguards and institutional accountability. It recommends that universities develop policy frameworks that prioritize informed consent, privacy protection, and equitable access, alongside targeted capacity-building initiatives. Balancing technological innovation with ethical responsibility will be essential for AI to serve as a genuine pedagogical ally in higher education."
DOI: 10.15468/dl.j8x8vr
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Georgeantha hexandra",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 119 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017928-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7j8ux3
title: Occurrence Download

description: A dataset listing the 44 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "DatasetKey is one of (NMNH Material Samples (USNM), Aretidris, a new genus of ants (Hymenoptera: Formicidae: Myrmicinae) from the mountains of Luzon Island, Philippines, Museum of Comparative Zoology, Harvard University, INSDC Sequences, Field Museum of Natural History (Zoology) Insect, Arachnid and Myriapod Collection, AntWeb, Recent Invertebrates Specimens)",
 "GadmGid is one of (PHL.11_1, PHL.18_1, PHL.37_1, PHL.63_1, PHL.56_1)",
 "TaxonKey is Formicidae"
 ]
}

 The dataset's 44 records were derived from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017925-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18297728
title: data
DOI: 10.5281/zenodo.18297729
title: data
DOI: 10.15468/dl.jz5gr2
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Comanthera paepalophylla",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 124 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017930-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sgsy2y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Matsucoccus matsumurae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1900",
 "Year is less than or equal to 1999"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017931-260129131611470/datasets/export for details.
DOI: 10.6084/m9.figshare.31287262
title: <b>Enhanced Nitrogen Uptake and Early Flowering Mitigate Fitness Costs Associated with Glufosinate Resistance in Goosegrass</b>

description: These resultssuggest that the GS1-1Ser59Gly mutationmay drives fitness trade-offs in glufosinate-resistant E. indica via nitrogen uptake-mediated reproductive acceleration, thereby providing preliminary insights for refining herbicide resistance management and ecological risk evaluation.
DOI: 10.6084/m9.figshare.31287262.v1
title: <b>Enhanced Nitrogen Uptake and Early Flowering Mitigate Fitness Costs Associated with Glufosinate Resistance in Goosegrass</b>

description: These resultssuggest that the GS1-1Ser59Gly mutationmay drives fitness trade-offs in glufosinate-resistant E. indica via nitrogen uptake-mediated reproductive acceleration, thereby providing preliminary insights for refining herbicide resistance management and ecological risk evaluation.
DOI: 10.5281/zenodo.18513672
title: Raw and analyzed qPCR data for: CD276, CXCL12, and HLA-G expression in Papillary Thyroid Carcinoma
DOI: 10.5281/zenodo.18513671
title: Raw and analyzed qPCR data for: CD276, CXCL12, and HLA-G expression in Papillary Thyroid Carcinoma