cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.j00265.00007
title: Grain-size distribution and geochemical data from the Pleistocene section at Dabuxun Lake.
title: 达布逊更新世剖面粒度与地化数据

description: In 2024, a sample collection was conducted on an ancient lacustrine geographic profile in the Dabuxun Lake area. The profile is mainly composed of lacustrine sediments, but has sedimentary structural characteristics of aeolian lacustrine interbedding. A total of 87 sediment samples were collected. Grain size analysis was conducted on all 87 sediment samples, and 24 samples located in key layers with obvious interlayers in the profile were selected for geochemical constant element testing. 
description: In 2024, a sample collection was conducted on an ancient lacustrine geographic profile in the Dabuxun Lake area. The profile is mainly composed of lacustrine sediments, but has sedimentary structural characteristics of aeolian lacustrine interbedding. A total of 87 sediment samples were collected. Grain size analysis was conducted on all 87 sediment samples, and 24 samples located in key layers with obvious interlayers in the profile were selected for geochemical constant element testing.
DOI: 10.15468/dl.cjwz5e
title: Occurrence Download

description: A dataset containing 1319 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliaster kubiniji"
 ]
}

 The dataset includes 1319 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029963-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.28906
title: NLP patent examination
title: NLP patent examination

description: NLP patent examinationexamine the Impact of Firm Knowledge Source Diversity and Technology Cycle on Patent Examination Duration in Natural Language Processing FieldAs a rapidly evolving frontier of artificial intelligence, natural language processing (NLP) is characterized by fast-paced iterations driven by software innovation and knowledge recombination, making patent examination duration a critical factor in sustaining its innovation momentum. This study employs the Cox proportional hazards model to explore the influence of firm knowledge source diversity and the technology cycle on patent examination duration in the NLP domain, using 200 firms with 30524 USPTO granted patents from 2001 to 2023. The findings reveal that a 1% increase in firm knowledge source diversity leads to a 1.51% increase in patent examination duration, and a 1% increase in technology cycle leads to a 0.19% decrease in patent examination duration. The AFT model confirms the robustness of these results. These findings underscore the distinct roles of knowledge source composition and temporal distance of technological knowledge in shaping patent examination duration.Keywords: patent examination duration; firm knowledge source diversity; technology cycle; natural language processing; emerging technologies; Cox proportional hazard model
description: NLP patent examinationexamine the Impact of Firm Knowledge Source Diversity and Technology Cycle on Patent Examination Duration in Natural Language Processing FieldAs a rapidly evolving frontier of artificial intelligence, natural language processing (NLP) is characterized by fast-paced iterations driven by software innovation and knowledge recombination, making patent examination duration a critical factor in sustaining its innovation momentum. This study employs the Cox proportional hazards model to explore the influence of firm knowledge source diversity and the technology cycle on patent examination duration in the NLP domain, using 200 firms with 30524 USPTO granted patents from 2001 to 2023. The findings reveal that a 1% increase in firm knowledge source diversity leads to a 1.51% increase in patent examination duration, and a 1% increase in technology cycle leads to a 0.19% decrease in patent examination duration. The AFT model confirms the robustness of these results. These findings underscore the distinct roles of knowledge source composition and temporal distance of technological knowledge in shaping patent examination duration.Keywords: patent examination duration; firm knowledge source diversity; technology cycle; natural language processing; emerging technologies; Cox proportional hazard model
DOI: 10.15468/dl.jgbkbd
title: Occurrence Download

description: A dataset containing 1685 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-136.18784 -9.59188,-40.81216 -9.59188,-40.81216 28.59188,-136.18784 28.59188,-136.18784 -9.59188))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Deltochilum mexicanum"
 ]
}

 The dataset includes 1685 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029962-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.31539
title: A Three-Dimensional Integration and Spiral Progression Framework for Blended Learning in Information Retrieval Education: Theoretical Development and Empirical Validation
title: A Three-Dimensional Integration and Spiral Progression Framework for Blended Learning in Information Retrieval Education: Theoretical Development and Empirical Validation

description: A Three-Dimensional Integration and Spiral Progression Framework for Blended Learning in Information Retrieval Education: Theoretical Development and Empirical Validation
description: A Three-Dimensional Integration and Spiral Progression Framework for Blended Learning in Information Retrieval Education: Theoretical Development and Empirical Validation
DOI: 10.57760/sciencedb.31582
title: Carbon Credit Methodology and Framework – India and Global
title: Carbon Credit Methodology and Framework – India and Global

description: This paper presents a structured methodology and analytical framework for understanding, designing, and evaluating carbon credit mechanisms across India and global markets. Building on the conceptual foundations introduced in Carbon Credit: A Beginner’s Guide – Demystifying the Carbon Economy (ISBN: 978-93-343-6282-4), it advances the discussion from narrative understanding to a technical and replicable approach.The framework integrates three dimensions:Emission Accounting – aligned with IPCC 2006 Guidelines and India’s Carbon Credit Trading Scheme, covering activity data, emission factors, MRV systems, and sequestration metrics.Financial Modelling – applying NPV, IRR, and carbon pricing scenarios to evaluate carbon project viability.Market & Policy Frameworks – examining compliance and voluntary markets, registry systems, credit issuance, and India’s emerging position in global climate finance.The work supports policy analysts, practitioners, and students seeking structured pathways for climate finance design and carbon market participation.
description: This paper presents a structured methodology and analytical framework for understanding, designing, and evaluating carbon credit mechanisms across India and global markets. Building on the conceptual foundations introduced in Carbon Credit: A Beginner’s Guide – Demystifying the Carbon Economy (ISBN: 978-93-343-6282-4), it advances the discussion from narrative understanding to a technical and replicable approach.The framework integrates three dimensions:Emission Accounting – aligned with IPCC 2006 Guidelines and India’s Carbon Credit Trading Scheme, covering activity data, emission factors, MRV systems, and sequestration metrics.Financial Modelling – applying NPV, IRR, and carbon pricing scenarios to evaluate carbon project viability.Market & Policy Frameworks – examining compliance and voluntary markets, registry systems, credit issuance, and India’s emerging position in global climate finance.The work supports policy analysts, practitioners, and students seeking structured pathways for climate finance design and carbon market participation.
DOI: 10.15468/dl.x337q2
title: Occurrence Download

description: A dataset containing 2014 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dichotomius annae"
 ]
}

 The dataset includes 2014 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029964-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2k6p5b
title: Occurrence Download

description: A dataset containing 574 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-124.22703 12.10051,-74.77297 12.10051,-74.77297 31.89949,-124.22703 31.89949,-124.22703 12.10051))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dichotomius amplicollis"
 ]
}

 The dataset includes 574 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029965-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25955/30606065
title: Transcripts for Qualitative Study including Focused Groups (FGs) with teachers and Interviews with parents

description: Transcripts from Quantitative Study. Please contact me for further access at:s.alikhan@federation.edu.au, shariqalikhan1@gmail.com
DOI: 10.25955/30606065.v1
title: Transcripts for Qualitative Study including Focused Groups (FGs) with teachers and Interviews with parents

description: Transcripts from Quantitative Study. Please contact me for further access at:s.alikhan@federation.edu.au, shariqalikhan1@gmail.com
DOI: 10.15468/dl.zmc8j2
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dendrobates azureus",
 "Year 1960-2025"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029966-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77mgf9
title: Occurrence Download

description: A dataset containing 1713 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dichotomius colonicus"
 ]
}

 The dataset includes 1713 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029967-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q9ukhw
title: Occurrence Download

description: A dataset containing 2800 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Guinea, Chinese Taipei, Madagascar, Gabon, Réunion, Cameroon, Benin, Côte d’Ivoire, Congo, Democratic Republic of the, Philippines)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Leea guineensis"
 ]
}

 The dataset includes 2800 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029968-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8e6fta
title: Occurrence Download

description: A dataset containing 356078 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is NatureMapr"
 ]
}

 The dataset includes 356078 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029959-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6jkysx
title: Occurrence Download

description: A dataset containing 565 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "GadmGid is USA.33_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ambystoma maculatum"
 ]
}

 The dataset includes 565 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029969-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xd36fp
title: Occurrence Download

description: A dataset containing 22729 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Leopardus pardalis",
 "Year 1970-2020"
 ]
}

 The dataset includes 22729 records from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029970-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgybw4
title: Occurrence Download

description: A dataset containing 427 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is LACM Vertebrate Collection",
 {
 "and" : [
 "BasisOfRecord is one of (Specimen)",
 "TaxonKey is one of (Squamata)",
 "StateProvince is one of (California)",
 "Preparations is one of (skeleton)"
 ]
 }
 ]
}

 The dataset includes 427 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029971-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eg2wjc
title: Occurrence Download

description: A dataset containing 80484 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lantana camara",
 "Year 1986-2025"
 ]
}

 The dataset includes 80484 records from 232 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029938-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/28y5-fd73
title: "Dataset on Simulated and Measured Scattering Parameters of an Antenna Sensor for Temperature Monitoring and Tag Identification"

description: "This dataset includes both simulated and experimentally measured scattering parameters (S-parameters) obtained from an antenna-based temperature sensor operating in the microwave frequency range. The simulation data were generated using full-wave electromagnetic modeling in Ansys HFSS (High-Frequency Structure Simulator) to predict the sensor\u2019s resonant response during the design. The measurement data were acquired using a Vector Network Analyzer (VNA) under controlled laboratory temperature conditions to validate the performance and temperature-sensing capability of the proposed sensor. Each dataset contains both magnitude and phase information for S\u2081\u2081, S\u2081\u2082, S\u2082\u2081, and S\u2082\u2082 across a defined frequency sweep. The combined dataset enables comparative analysis between modeled and real-world sensor behavior and supports research on chipless RFID\/antenna-based sensing, and temperature-dependent electromagnetic characterization."
DOI: 10.6084/m9.figshare.30606089
title: <b>A Simplistic Preparation of Gold-Doped Magnetic Hybrid Nanoparticles as Recyclable Nanocatalysts for the Hydrogenation of Nitroarenes as well as Surface-enhanced Raman Scattering Substrates</b>

description: Magnetic nanomaterials have garnered significant attention for their multifunctional properties. In this study, gold-doped magnetic hybrid nanoparticles (AuMNPs) were synthesized through a simple and efficient spontaneous redox process. The resulting AuMNPs were characterized using transmission electron microscopy (TEM), vibrating sample magnetometry (VSM), zeta potential analysis, and X-ray spectroscopy. Owing to their magnetic properties, the AuMNPs function as quasi-homogeneous nanocatalysts that can be easily separated and reused. The catalytic performance was evaluated through the hydrogenation of <i>o</i>-nitroaniline (o-NA), achieving over 99% conversion within 3 minutes with an apparent rate constant of 0.0392 s⁻¹. Reaction efficiency was influenced by pH, temperature, and catalyst loading. In addition to catalysis, the AuMNPs served as effective substrates for surface-enhanced Raman scattering (SERS), enabling sensitive detection of <i>p</i>-aminothiophenol with a detection limit of 50 nM. Overall, the AuMNPs prepared via this facile route combine high catalytic activity, magnetic recyclability, and SERS sensitivity. These attributes highlight their potential for industrial catalysis and molecular detection, as well as for fundamental studies on reaction mechanisms.
DOI: 10.6084/m9.figshare.30606089.v1
title: <b>A Simplistic Preparation of Gold-Doped Magnetic Hybrid Nanoparticles as Recyclable Nanocatalysts for the Hydrogenation of Nitroarenes as well as Surface-enhanced Raman Scattering Substrates</b>

description: Magnetic nanomaterials have garnered significant attention for their multifunctional properties. In this study, gold-doped magnetic hybrid nanoparticles (AuMNPs) were synthesized through a simple and efficient spontaneous redox process. The resulting AuMNPs were characterized using transmission electron microscopy (TEM), vibrating sample magnetometry (VSM), zeta potential analysis, and X-ray spectroscopy. Owing to their magnetic properties, the AuMNPs function as quasi-homogeneous nanocatalysts that can be easily separated and reused. The catalytic performance was evaluated through the hydrogenation of <i>o</i>-nitroaniline (o-NA), achieving over 99% conversion within 3 minutes with an apparent rate constant of 0.0392 s⁻¹. Reaction efficiency was influenced by pH, temperature, and catalyst loading. In addition to catalysis, the AuMNPs served as effective substrates for surface-enhanced Raman scattering (SERS), enabling sensitive detection of <i>p</i>-aminothiophenol with a detection limit of 50 nM. Overall, the AuMNPs prepared via this facile route combine high catalytic activity, magnetic recyclability, and SERS sensitivity. These attributes highlight their potential for industrial catalysis and molecular detection, as well as for fundamental studies on reaction mechanisms.
DOI: 10.5281/zenodo.17595629
title: advisors_at_play_files
DOI: 10.5281/zenodo.17595630
title: advisors_at_play_files
DOI: 10.15468/dl.hm5fjz
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Spilogale pygmaea",
 "Year 1960-2025"
 ]
}

 The dataset includes 114 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029973-251025141854904/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.30464183
title: Long-term transient electromagnetic monitoring dataset

description: This repository contains data from a long-term monitoring program conducted on the Island of Falster, Denmark, using the transient electromagnetic (TEM) geophysical method. The dataset includes near-daily measurements collected between January 19, 2023, and September 5, 2025. In addition, it provides the piecewise waveform used for data modeling, as well as the code for generating uncertainty plots across the measurements.
DOI: 10.6084/m9.figshare.30464183.v2
title: Long-term transient electromagnetic monitoring dataset

description: This repository contains data from a long-term monitoring program conducted on the Island of Falster, Denmark, using the transient electromagnetic (TEM) geophysical method. The dataset includes near-daily measurements collected between January 19, 2023, and September 5, 2025. In addition, it provides the piecewise waveform used for data modeling, as well as the code for generating uncertainty plots across the measurements.
DOI: 10.6084/m9.figshare.30464183.v3
title: Long-term transient electromagnetic monitoring dataset

description: This repository contains data from a long-term monitoring program conducted on the Island of Falster, Denmark, using the transient electromagnetic (TEM) geophysical method. The dataset includes near-daily measurements collected between January 19, 2023, and September 5, 2025. In addition, it provides the piecewise waveform used for data modeling, as well as the code for generating uncertainty plots across the measurements.
DOI: 10.15468/dl.7p3f36
title: Occurrence Download

description: A dataset containing 323035 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elopiformes"
 ]
}

 The dataset includes 323035 records from 427 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029958-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.20350/digitalcsic/17712
title: Data from “Sexual signal reliability in zebra finches: food intake explains the impact of immune activation on carotenoid-based coloration”

description: Fichero de datos del manuscrito del mismo titulo. Datos del experimento, con nombre de variables descritas en cada columna.
DOI: 10.20350/digitalcsic/17711
title: Supplementary material Decitabine-induced DNA methylation remodeling reveals targetable biological processes in gilthead seabream pituitary and liver explants [Dataset]
DOI: 10.15468/dl.9dvy2x
title: Occurrence Download

description: A dataset containing 3857 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((127.40361 23.9799,161.73506 46.96211,125.98496 60.95951,111.60926 33.62676,127.40361 23.9799))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aster scaber"
 ]
}

 The dataset includes 3857 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029975-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17595741
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS251113c Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS251113c Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.17595742
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS251113c Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS251113c Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.e7v4n3
title: Occurrence Download

description: A dataset containing 8126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((162.26493 46.05691,111.12208 56.28549,88.39191 36.39661,64.52517 34.97595,71.91254 -24.12245,145.78556 -5.93833,162.26493 46.05691))",
 "TaxonKey is Rhus chinensis"
 ]
}

 The dataset includes 8126 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029976-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.