cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.rzhr7j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphyosemion georgiae Lambert & Géry, 1968",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((1.1382 20.0599,-7.8618 20.0599,-7.8618 11.0599,1.1382 11.0599,1.1382 20.0599))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054013-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15281142
title: _2025_thomsen_ppar

description: Simulation data for full-length PPAR-gamma (Martini 3 with rescaled protein-water interactions), the AB domain of PPAR-gamma (CALVADOS), and the AB domain of PPAR-alpha (CALVADOS).



Zips named "MD" contain simulation trajectory files. For full-length PPAR-gamma, both coarse-grained and all-atom backmapped simulations trajectories can be found here. For the AB domains, the all-atom backmapped simulation trajectores can be found here, while the coarse-grained trajectory files are on Github (https://github.com/KULL-Centre/_2025_thomsen_ppar).

Zips named "calcdataBME" contain input files for BME reweighting, e.g. SAXS intensities or contacts calculated from simulations.

Zip named "trajanalysis" contains data from analysis of simulations, e.g. contacts, Rg, and domain distances.
DOI: 10.5281/zenodo.15281143
title: _2025_thomsen_ppar

description: Simulation data for full-length PPAR-gamma (Martini 3 with rescaled protein-water interactions), the AB domain of PPAR-gamma (CALVADOS), and the AB domain of PPAR-alpha (CALVADOS).



Zips named "MD" contain simulation trajectory files. For full-length PPAR-gamma, both coarse-grained and all-atom backmapped simulations trajectories can be found here. For the AB domains, the all-atom backmapped simulation trajectores can be found here, while the coarse-grained trajectory files are on Github (https://github.com/KULL-Centre/_2025_thomsen_ppar).

Zips named "calcdataBME" contain input files for BME reweighting, e.g. SAXS intensities or contacts calculated from simulations.

Zip named "trajanalysis" contains data from analysis of simulations, e.g. contacts, Rg, and domain distances.
DOI: 10.15468/dl.avfzfc
title: Occurrence Download

description: A dataset containing 80799 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is South Africa",
 "HasCoordinate is false",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is Asterales"
 ]
}

 The dataset includes 80799 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054005-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hhabqz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphyosemion georgiae Lambert & Géry, 1968",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((1.1382 29.0599,-7.8618 29.0599,-7.8618 20.0599,1.1382 20.0599,1.1382 29.0599))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054015-250525065834625/datasets/export for details.
DOI: 10.34740/kaggle/dsv/12204575
title: Whisper dataset
DOI: 10.15468/dl.v39auz
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Crocidura attenuata Milne-Edwards, 1872"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054016-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kp95un
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphyosemion georgiae Lambert & Géry, 1968",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-10.6025 29.6545,-11.3716 29.0599,-7.8618 29.0599,-7.8618 34.0821,-8.7804 33.6886,-9.6416 32.8946,-9.7854 32.3021,-10.3184 31.5413,-10.3907 30.6396,-10.1682 30.2237,-10.6025 29.6545))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054017-250525065834625/datasets/export for details.
DOI: 10.15468/dl.3q5ezx
title: Occurrence Download

description: A dataset containing 191906 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((108.74285 19.58146,108.46364 19.12433,108.41485 18.50858,109.40689 17.92156,110.08181 18.19215,111.00066 18.8783,111.25274 19.74545,110.87056 20.28791,109.22261 20.02519,108.74285 19.58146))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 191906 records from 402 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053983-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15688794
title: Data for: Evaluation of single-template ligand-based methods for the discovery of small-molecule nucleic acid binders

description: Data for the manuscript: Evaluation of single-template ligand-based methods for the discovery of small-molecule nucleic acid binders.
This dataset contains the complete results of benchmarking 16 fingerprints and 6 other single-template ligand-based virtual screening methods against a wide selection of DNA/RNA-ligand datasets. The repository includes performance metrics, statistical analyses, and code used for the evaluation of molecular fingerprints and similarity measures for nucleic acid-targeted drug discovery.
description: This research was funded in part by the National Science Centre, Poland (grant number: 2020/39/B/NZ2/03127 to F.S.). The authors received funding from the National Research Development and Innovation Office of Hungary (contract no. FK146063 to D.B.). A.R. and D.B. were supported by the János Bolyai Research Scholarship of the Hungarian Academy of Sciences. F.S. acknowledges the International Visegrad Fund for the fellowship for a short-term stay at HUN-REN RCNS (Hungary).
DOI: 10.15468/dl.n8jwds
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphyosemion georgiae Lambert & Géry, 1968",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-16.8295 11.8376,-16.8618 11.7189,-16.8618 11.0599,-7.8618 11.0599,-7.8618 20.0599,-16.8618 20.0599,-16.8618 19.0648,-16.6653 18.7702,-16.5447 17.7591,-16.8618 16.9131,-16.8618 11.8636,-16.8295 11.8376))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054018-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15688730
title: Tribological experimental data: Ice friction_2

description: The data of the ice friction measurements of the samples (Laser Textured, Mechanically Textured) were collected, which is important for evaluate friction properties of surfaces on ice, as well as for improving the theoretical models of the ice friction.

Data collected are direct measurements from used tribometer.

The dataset does not include data for reuse.

The data are useful for researchers working in the field of surface measurement as well as for researchers studying processes related to ice friction.
DOI: 10.5281/zenodo.15688731
title: Tribological experimental data: Ice friction_2

description: The data of the ice friction measurements of the samples (Laser Textured, Mechanically Textured) were collected, which is important for evaluate friction properties of surfaces on ice, as well as for improving the theoretical models of the ice friction.

Data collected are direct measurements from used tribometer.

The dataset does not include data for reuse.

The data are useful for researchers working in the field of surface measurement as well as for researchers studying processes related to ice friction.
DOI: 10.15468/dl.3jw4qe
title: Occurrence Download

description: A dataset containing 265 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((32.55862 48.88225,32.57241 48.95896,32.57758 49.03308,32.52931 49.09686,32.43537 49.12099,32.37331 49.17356,32.30781 49.18304,32.29747 49.14685,32.33453 49.10548,32.44226 49.04946,32.4776 48.99085,32.52069 48.89432,32.55862 48.88225))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 265 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054019-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.983rjx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphyosemion georgiae Lambert & Géry, 1968",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-16.8319 22.8052,-16.8618 22.7792,-16.8618 20.0599,-7.8618 20.0599,-7.8618 29.0599,-11.3716 29.0599,-11.7891 28.737,-13.2712 28.3165,-13.6289 27.8814,-13.9674 27.0555,-14.8908 26.4573,-15.3388 24.986,-16.3247 24.0887,-16.8319 22.8052))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054021-250525065834625/datasets/export for details.
DOI: 10.15468/dl.nhsy2p
title: Occurrence Download

description: A dataset containing 4223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ireland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Spatula clypeata (Linnaeus, 1758)"
 ]
}

 The dataset includes 4223 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054020-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g57757
title: Occurrence Download

description: A dataset containing 9444 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ireland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aythya fuligula (Linnaeus, 1758)"
 ]
}

 The dataset includes 9444 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054022-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n25myk
title: Occurrence Download

description: A dataset containing 6056 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ireland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pluvialis apricaria (Linnaeus, 1758)"
 ]
}

 The dataset includes 6056 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054023-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yrdpys
title: Occurrence Download

description: A dataset containing 89168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is South Africa",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is Asterales"
 ]
}

 The dataset includes 89168 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054011-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9cfkxn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphyosemion georgiae Lambert & Géry, 1968",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-14.7171 9.7812,-14.3187 9.5898,-14.2104 9.1249,-13.7977 8.9257,-13.7337 7.9638,-13.4184 7.2755,-11.9937 6.6556,-10.564 5.6507,-9.2618 4.5335,-7.8618 3.9537,-7.8618 11.0599,-16.8618 11.0599,-16.8618 10.97,-15.9189 10.4022,-15.4168 10.48,-14.7171 9.7812))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054025-250525065834625/datasets/export for details.
DOI: 10.15468/dl.5kqu8q
title: Occurrence Download

description: A dataset containing 1394221 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "PublishingCountry is Ireland"
 ]
}

 The dataset includes 1394221 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054014-250525065834625/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/12204756
title: World Stock Prices ( Daily Updating )
DOI: 10.5281/zenodo.15688630
title: Blm 29704:245

description: OBJ file for the 3D model of the artefact GH2019 245
DOI: 10.5281/zenodo.15688629
title: Blm 29704:245

description: OBJ file for the 3D model of the artefact GH2019 245
DOI: 10.5281/zenodo.15688303
title: Blm 29598:24

description: OBJ file for the 3D model of the artefact GH2019 A24
DOI: 10.5281/zenodo.15688304
title: Blm 29598:24

description: OBJ file for the 3D model of the artefact GH2019 A24
DOI: 10.15468/dl.aqkzs7
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((13.34115 41.19495,13.84415 41.19495,13.84415 41.53579,13.34115 41.53579,13.34115 41.19495))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sylvia melanocephala (Gmelin, 1789)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054026-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ac3xf6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphyosemion georgiae Lambert & Géry, 1968",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-16.9807 11.2818,-16.9054 11.0599,-16.8618 11.0599,-16.8618 11.7189,-16.9807 11.2818))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054027-250525065834625/datasets/export for details.
DOI: 10.25592/uhhfdm.12946
title: An Interview About The History of The Saaho Clan in Gunjur (NCAC_RDD_TAPE_0959A)

description: Continuation of TAPE_0958


 Founder of compound
 Compound heads
 Informant's genealogy


<em><sup>Alternative names:</sup></em> <em><sup>Saho, Sawo, Seedy, Seedi, Bayo</sup></em>
description: Published by NCAC - National Digital Archive of The Gambia, initiated by University of Hamburg, Asia-Africa-Institute, Germany, funded by Gerda Henkel Foundation, Germany
DOI: 10.25592/uhhfdm.12945
title: An Interview About The History of The Saaho Clan in Gunjur (NCAC_RDD_TAPE_0959A)

description: Continuation of TAPE_0958


 Founder of compound
 Compound heads
 Informant's genealogy


<em><sup>Alternative names:</sup></em> <em><sup>Saho, Sawo, Seedy, Seedi, Bayo</sup></em>
description: Published by NCAC - National Digital Archive of The Gambia, initiated by University of Hamburg, Asia-Africa-Institute, Germany, funded by Gerda Henkel Foundation, Germany
DOI: 10.6084/m9.figshare.29205026
title: Dataset: Simulation model for 3D-Printed Lattice Structures

description: The attached model is used to simulate the mechanical response of lattice structures.
DOI: 10.6084/m9.figshare.29205026.v2
title: Dataset: Simulation model for 3D-Printed Lattice Structures

description: The attached model is used to simulate the mechanical response of lattice structures.
DOI: 10.6084/m9.figshare.29205026.v1
title: Dataset: The Effects of Hybrid Design and Post-curing Time on the Mechanical Performance of 3D-Printed Lattice Structures

description: To overcome the trade-off between strength and energy absorption capacity inherent in conventional single-topology lattices, a novel hybrid lattice structure, SC-Flu, combining SC (simple cubic) and Flu (fluorite) topologies, was proposed and fabricated using VPP (vat photopolymerization) technique for its high manufacturing precision. Meanwhile, the effects of hybrid ratio and post-curing time on the compressive stress-strain curves, mechanical properties, and deformation mechanisms of the designed hybrid lattice structures were investigated and discussed. The results indicate that adjusting the parameters of the hybrid structure enhance its specific energy absorption (<i>SEA</i>) up to 5.76 J/g by shifting from brittle to progressive failures, which is 3.03 and 1.56 times higher than that of SC and Flu lattices. While extended post-curing improves stiffness and strength, excessive post-curing reduces crushing force efficiency (<i>CFE</i>) by over-strengthening lattice units, as demonstrated by mechanical tests with varying post-curing times. Therefore, achieving the exceptional mechanical performance of SC-Flu requires careful adjustment of design and process parameters to establish an optimal balance between <i>SEA</i> and <i>CFE</i>. Simulations have been conducted and support the experimental findings regarding deformation mechanisms and elastic modulus. Overall, the enhanced and adjustable mechanical response of the hybrid lattice structures was achieved through integrated design and fabrication.
DOI: 10.5281/zenodo.15688557
title: Survey on the Awareness and Use of Experimental Sciences among Archaeologists in Andalusia (Project ARQUEOMEMES)

description: This dataset contains the results of a survey conducted among archaeology professionals in Andalusia (Spain), aimed at assessing their level of awareness and use of experimental sciences applied to archaeological heritage. The survey was launched as part of the ARQUEOMEMES project, developed by the Andalusian Institute of Historical Heritage (Instituto Andaluz del Patrimonio Histórico, IAPH).

The goal was to identify training needs, patterns of technological adoption, and perceptions regarding analytical tools such as geochemistry, petrology, spectroscopy, or remote sensing.

The data have been anonymized and are structured to facilitate reuse by researchers, educators, or heritage managers interested in enhancing the integration of experimental sciences into archaeological practice.
DOI: 10.5281/zenodo.15688558
title: Survey on the Awareness and Use of Experimental Sciences among Archaeologists in Andalusia (Project ARQUEOMEMES)

description: This dataset contains the results of a survey conducted among archaeology professionals in Andalusia (Spain), aimed at assessing their level of awareness and use of experimental sciences applied to archaeological heritage. The survey was launched as part of the ARQUEOMEMES project, developed by the Andalusian Institute of Historical Heritage (Instituto Andaluz del Patrimonio Histórico, IAPH).

The goal was to identify training needs, patterns of technological adoption, and perceptions regarding analytical tools such as geochemistry, petrology, spectroscopy, or remote sensing.

The data have been anonymized and are structured to facilitate reuse by researchers, educators, or heritage managers interested in enhancing the integration of experimental sciences into archaeological practice.
DOI: 10.6084/m9.figshare.28675511.v5
title: Research on the application of LLaVA model based on Q-LoRA fine-tuning in medical teaching

description: The Augmented Reality Large Language Model Medical Teaching System integrates Augmented Reality with LLaVA-Med, a medical multimodal large language model based on LLaVA and specifically designed for biomedical applications, employing QLoRA to advance medical education. Deployed on resource-constrained AR devices, such as INMO Air2 glasses, ARLMT overlays real-time visual annotations and textual feedback on medical scenarios to create an immersive and interactive learning environment. Key advancements include a 66\% reduction in memory footprint (from 15.2 GB to 5.1 GB) through QLoRA, enabling efficient operation without compromising performance, and an average response time of 1.009 seconds across various medical imaging categories, surpassing the GPT-4 baseline in both speed and accuracy. The system achieves 98.3% diagnostic accuracy, demonstrating its reliability in real-time applications. By combining visual and textual elements, ARLMT enhances comprehension of complex medical concepts, providing a scalable, real-time solution that bridges technological innovation and pedagogical needs in medical training.
DOI: 10.15468/dl.59zax4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphyosemion georgiae Lambert & Géry, 1968",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-17.18 12.1194,-16.8618 11.8636,-16.8618 16.9131,-16.9262 16.7412,-17.0293 15.9092,-17.4711 15.2969,-17.9089 15.085,-18.0432 14.7429,-17.8486 14.3198,-17.2612 13.8841,-17.2879 12.4225,-17.18 12.1194))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054028-250525065834625/datasets/export for details.
DOI: 10.15468/dl.ked3kf
title: Occurrence Download

description: A dataset containing 4548 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Bison bonasus (Linnaeus, 1758)"
 ]
}

 The dataset includes 4548 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054029-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.