cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.23qxt2
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Begonia abdullahpieei Kiew)"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001735-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qgakfk
title: Occurrence Download

description: A dataset containing 545308 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((94.00204 5.95967,99.64603 -5.40616,104.82293 -6.9242,107.74224 -2.409,97.31058 6.07645,94.00204 5.95967))"
 ]
}

 The dataset includes 545308 records from 544 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001643-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14227820
title: Supplementary data for TransPharmer
DOI: 10.5281/zenodo.14228131
title: Simulation outputs associated with Maffre et al. "GEOCLIM7, an Earth System Model for multi-million years evolution of the geochemical cycles and climate." (submitted to GMD)
DOI: 10.5281/zenodo.14228132
title: Simulation outputs associated with Maffre et al. "GEOCLIM7, an Earth System Model for multi-million years evolution of the geochemical cycles and climate." (submitted to GMD)
DOI: 10.6084/m9.figshare.27916806
title: Transcriptome analysis data between PFOA-treated and untreated lung cancer cells

description: High throughput sequencing technology was adopted for transcriptome sequencing of PFOA treated and untreated A549 cells. Differentially expressed genes (DEGs) between treatment group and control group were analyzed by using the R package “Limma” with |logFC| ≥1 and p &lt; 0.05 as the screening threshold. Pathway enrichment analysis were performed with the “clusterprofiler” package in the R software.
DOI: 10.6084/m9.figshare.25131110.v1
title: Reliability analysis of seepage control for overburden layers

description: We give all the original data for the paper Reliability analysis of seepage stability for overburden layers.
DOI: 10.5284/1124503
title: Images and Report Data from a Level 2 Descriptive Buildings Record Survey at Lunt House Farmhouse, Lunt Lane, Lunt Village, Sefton, January 2024

description: This digital archive comprises images and report data from a level 2 historic building survey of the Grade II listed Lunt House Farmhouse, Lunt Lane, Lunt Village, L29 7WL. The work was undertaken between 18th and 25th January 2024, by Steven Price of The Archaeology Co.
DOI: 10.6084/m9.figshare.27896358
title: <b>Improving in-situ spectral estimation of wetland soil organic carbon by integrating multiple optimization strategies_V1</b>

description: Carbon in wetlands is a critical component of the terrestrial carbon pool in the global carbon cycle. Accurate quantification of wetland soil organic carbon (SOC) is essential for sustainable wetland management and climate change mitigation. However, this effort is often hampered by the inaccessibility of wetlands and high economic and labor costs associated with data acquisition. The advent of visible and near–infrared (Vis-NIR) spectroscopy offers a time- and cost-effective method for monitoring SOC content. Considerable efforts have been directed toward estimating wetland SOC using Vis-NIR spectroscopy. However, great differences were reported for the performance of different predictive strategies. This study aims to improve the in-situ spectral estimation accuracy of wetland SOC by testing and evaluating 240 optimization strategies which integrate different pre-treatment technologies, moisture removal algorithms, spectral feature selection methods.
DOI: 10.48670/mds-00336
title: Arctic Ocean Sea Ice Reanalysis
DOI: 10.6084/m9.figshare.27917028
title: SPSS RAW datasheet for OSATS study

description: This is raw data for tool development and validation study. We developed OSATS tool for formative assessment of endodontic access cavity opening skills
DOI: 10.17632/k5v54mygrh.1
title: Propriedades Psicométricas da Escala Brasileira de Satisfação no Trabalho de Cinco Itens

description: A amostra foi de conveniência composta por 832 trabalhadores brasileiros de diversas profissões e de ambos os sexos. Os dados foram coletados por meio de questionários aplicados totalmente online, por meio do Google Forms, em trabalhadores contatados por meio das redes sociais da pesquisadora (WhatsApp, Facebook, Instagram ou LinkedIn), além do e-mail. O tempo aproximado de preenchimento dos questionários foi de 10 minutos.
DOI: 10.15468/dl.d3kqyh
title: Occurrence Download

description: A dataset containing 2957 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Erythrina L."
 ]
}

 The dataset includes 2957 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005351-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.syqkk2
title: Occurrence Download

description: A dataset containing 72338 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Stellaria graminea L.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 72338 records from 316 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005369-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13755809
title: Dataset of Implicit Solvation Protein Energies and Forces

description: Most GNNs are designed and benchmarked to produce accurate predictions for small molecule datasets. Few datasets containing large, biologically-relevant proteins have been constructed. Our custom Dataset of Implicit Solvation Protein Energies and Forces contains over 200,000 proteins ranging in size from 16 to 1,022 amino acids, along with their implicit solvation free energies (a many-body energy term) and corresponding forces. DISPEF enables evaluation and future design of GNNs for large, biologically-relevant proteins. Four main subsets of DISPEF have been constructed:



DISPEF-S - this consists of 81,341 proteins with less than 2,000 atoms. This subset was further split into training and testing sets consisting of 65,072 and 16,269 proteins, respectively. Training and testing sets are denoted as "tr" and "te", respectively.

DISPEF-M - this consists of 24,000 proteins with less than 400 amino acids (∼ 6,800 atoms). This subset was further split into training and testing sets consisting of 19,200 and 4,800 proteins, respectively. Training and testing sets are denoted as "tr" and "te", respectively.

DISPEF-L - this consists of 109,108 proteins with greater than 6,800 atoms and less than 12,500 atoms.

DISPEF-c - this consists of 560 randomly selected proteins, spaced roughly evenly in size from 192 to 12,346 atoms.


DISPEF-S aims to assess the ability of GNNs to produce accurate predictions across a large quantity of relatively smaller proteins, while DISPEF-M aims to assess the scalability of GNNs across a smaller set of different sized proteins. DISPEF-L aims to assess the transferability of GNNs to structures significantly larger than those in the training set. While DISPEF-L could also be used to train GNNs, this would likely require a GPU with greater than 32 GB of memory. Lastly, the smaller DISPEF-c was constructed to evaluate the computational cost of GNNs. Overall, the construction of DISPEF enables comprehensive investigation into the accuracy, scalability, and transferability of GNN architectures to large, biologically-relevant proteins.
DOI: 10.5281/zenodo.13755810
title: Dataset of Implicit Solvation Protein Energies and Forces

description: Most GNNs are designed and benchmarked to produce accurate predictions for small molecule datasets. Few datasets containing large, biologically-relevant proteins have been constructed. Our custom Dataset of Implicit Solvation Protein Energies and Forces contains over 200,000 proteins ranging in size from 16 to 1,022 amino acids, along with their implicit solvation free energies (a many-body energy term) and corresponding forces. DISPEF enables evaluation and future design of GNNs for large, biologically-relevant proteins. Four main subsets of DISPEF have been constructed:



DISPEF-S - this consists of 81,341 proteins with less than 2,000 atoms. This subset was further split into training and testing sets consisting of 65,072 and 16,269 proteins, respectively. Training and testing sets are denoted as "tr" and "te", respectively.

DISPEF-M - this consists of 24,000 proteins with less than 400 amino acids (∼ 6,800 atoms). This subset was further split into training and testing sets consisting of 19,200 and 4,800 proteins, respectively. Training and testing sets are denoted as "tr" and "te", respectively.

DISPEF-L - this consists of 109,108 proteins with greater than 6,800 atoms and less than 12,500 atoms.

DISPEF-c - this consists of 560 randomly selected proteins, spaced roughly evenly in size from 192 to 12,346 atoms.


DISPEF-S aims to assess the ability of GNNs to produce accurate predictions across a large quantity of relatively smaller proteins, while DISPEF-M aims to assess the scalability of GNNs across a smaller set of different sized proteins. DISPEF-L aims to assess the transferability of GNNs to structures significantly larger than those in the training set. While DISPEF-L could also be used to train GNNs, this would likely require a GPU with greater than 32 GB of memory. Lastly, the smaller DISPEF-c was constructed to evaluate the computational cost of GNNs. Overall, the construction of DISPEF enables comprehensive investigation into the accuracy, scalability, and transferability of GNN architectures to large, biologically-relevant proteins.
DOI: 10.15468/dl.b5tbz9
title: Occurrence Download

description: A dataset containing 520 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lepus callotis Wagler, 1830"
 ]
}

 The dataset includes 520 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005352-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3jw2gu
title: Occurrence Download

description: A dataset containing 21855666 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 21855666 records from 596 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005368-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/nvnhsrfm9h.1
title: Wagner et al. 2025 JQSR data - Shark and Lime

description: Sediment core data from Shark Lake, AB, Canada and Lime Lake, WA, USA. Shark Lake measurements include oxygen isotope and loss-on-ignition analyses. Lime Lake measurements include oxygen isotope analyses. Bchron age models and input files are also included for both records.
DOI: 10.15468/dl.p6vt9n
title: Occurrence Download

description: A dataset containing 1241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Stipa capillata L.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 1241 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005377-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/7tpmjh7dxy.1
title: Dataset of Evolution of Foreign Policy Pertaining to Israel by Malaysian Prime Ministers after Independence (1957-Present)

description: Dataset to compile for article Evolution of Foreign Policy Pertaining to Israel by Malaysian Prime Ministers after Independence (1957-Present)
DOI: 10.15468/dl.hv65x5
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Geometry POLYGON((-170 5,-50 5,-50 83,-170 83,-170 5))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Allium canadense var. lavendulare (Bates) Ownbey & Aase"
 ]
}

 The dataset includes 90 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005353-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxggns
title: Occurrence Download

description: A dataset containing 8874 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is one of (Argentina, Paraguay, Brazil)",
 "TaxonKey is Phalaropus tricolor (Vieillot, 1819)",
 "Year 1000-2024"
 ]
}

 The dataset includes 8874 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005378-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/73vfp7z2cf.1
title: ART26.12, A NOVEL FATTY ACID BINDING PROTEIN 5 (FABP5) INHIBITOR, SHOWS EFFICACY IN PRECLINICAL MODELS OF PSORIASIS

description: Fatty acid-binding protein 5 (FABP5) is upregulated in psoriasis. This study assessed the efficacy of the potent, selective, and orally active FABP5 inhibitor ART26.12 in preclinical psoriasis models. ART26.12 (25 or 100 mg/kg BID) or BMS-986165 (TYK2 inhibitor; 10 mg/kg QD) were given orally for 10 days in the imiquimod mouse model. Imiquimod increased psoriasis-like symptoms. ART26.12 (25 mg/kg BID) and BMS-986165 comparably reduced psoriasis-like symptoms by Day 6 of IMQ treatment. Histopathology showed that ART26.12 reduced symptom severity, e.g., hyperkeratosis, parakeratosis, epidermal acanthosis, and inflammatory infiltrates. Proteomic analysis indicated ART26.12 rescued expression of fillagrin-2, promoted epidermal differentiation complex associated proteins and modulated PPAR, NF-kB, and PKC pathways likely downstream of lipid modulation. Lipidomic analysis showed widespread modulation including ceramides and linoleic acid derivatives. These data suggest ART26.12 may be a potential psoriasis treatment
DOI: 10.17632/dp74m6zn8j.1
title: In-situ Sr-Nd-Pb isotopes of lunar basaltic meteorite NWA 14526: insight for the generation of young mare basalts

description: Table S1 The major and trace elements of plagioclase in NWA14526.
Table S2 The major and trace elements of olivine in NWA14526.
Table S3 The major and trace elements of clinopyroxene in NWA14526.
Table S4 The estimated bulk major element (wt%) composition of NWA14526.
Table S5 The major and trace elements of an impact vein in NWA14526.
Table S6 Pb isotopes of K-glass and apatite in NWA14526.
Table S7 The Rb-Sr isotopes of plagioclase and cacite vein in NWA14526.
Table S8 The Sm-Nd isotopes of mesostasis domains in NWA14526.
Table S9 Summary of elemental and Sr-Nd isotopic compositions of NWA14526 and other four 3-billion-year old lunar basaltic meteorites.
DOI: 10.17632/8zg46dxvrg.2
title: CLUB-Paper-001-BiuZ-2024

description: online supporting material for corresponding publication in "Biologie in unserer Zeit"
DOI: 10.17632/ddnfz7rn94.1
title: Auditor Going Concern Opinion

description: The auditor's reporting of the going concern opinion (GCO) on Firms
DOI: 10.15468/dl.83gqu6
title: Occurrence Download

description: A dataset containing 2438 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Chinese Taipei, Philippines, Indonesia, Malaysia)",
 "Geometry POLYGON((115.20361 -3.36278,128.80439 11.16008,125.00078 25.16427,122.63793 25.7982,120.50561 25.74057,119.87167 24.24218,119.87167 21.53355,119.353 13.81108,111.63053 -1.97965,115.20361 -3.36278))",
 "TaxonKey is Acacia confusa Merr."
 ]
}

 The dataset includes 2438 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005379-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25318/3310095401-eng
title: Obstacles experienced by businesses when transporting goods to another country over last 12 months

description: Obstacles experienced by businesses when transporting goods to another country over last 12 months, by business employment size and business primary mode of transportation.
DOI: 10.15468/dl.b5b9e9
title: Occurrence Download

description: A dataset containing 170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Stipa comata Trin. & Rupr.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 170 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005356-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60520/ieda/113428
title: Whole-rock compositions of volcanic rocks from the Sakurajima volcano and the surrounding areas

description: This dataset includes whole-rock major and trace element content and Sr-Nd-Pb-Th isotopic data for samples of volcanic rocks from Sakurajima volcano, southern Japan, and those of basalts near the volcano. The data were obtained by XRF, ICP-MS, and MC-ICP-MS analyses at Hokkaido University.
description: Kuritani, T., Nakagawa, M., Matsumoto, A., Nishihara, A., 2025, Origin and evolution of the Holocene magmatic system at Sakurajima volcano, Japan. Journal of Petrology, 66.
DOI: 10.15468/dl.2qtwsr
title: Occurrence Download

description: A dataset containing 2363 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is one of (Argentina, Brazil, Paraguay)",
 "TaxonKey is Nycticryphes semicollaris (Vieillot, 1816)",
 "Year 1000-2024"
 ]
}

 The dataset includes 2363 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005355-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7s9v4m
title: Occurrence Download

description: A dataset containing 14228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Dama dama (Linnaeus, 1758)",
 "Year 1950-2025"
 ]
}

 The dataset includes 14228 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005381-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wvcs88rdnp.1
title: A numerical study on expansion wave during a leakage in a hydrogen pipeline for leak detection.

description: Simple model for quick detecting of hydrogen leakage in a pipe focusing on pressure drop as the leakage starts. The model considers different leak diameter, initial pressure, and mass flow rates.
DOI: 10.17632/vk9pf5nf7v.1
title: Architecture for a Trustworthy Quantum Chatbot [dataset]

description: This dataset contains all the materials and results used in the development and empirical validation of C4Q 2.0. The files are organized into two main directories: bakend_testing and empirical_validation. Below is a brief overview of their contents:
- app/ - Contains the full source code of C4Q at the state of the software at the time of submitting this paper, allowing for reproducibility and further development. The frontend’s node_modules directory is not included, but these dependencies can be generated by following the installation instructions provided in the README.md file.

- README.md – A guide detailing how to locally set up and run C4Q.

- bakend_testing/ - Contains data from the evaluation of C4Q’s backend components:
 *reportBackendC4Q2.0.html: An HTML report generated by running 189 tests on the backend of C4Q.
 *classLLM_20241110101327.pth_training_metrics.csv: A CSV file documenting the Classification LLM’s training and validation metrics, including training loss, validation loss, training accuracy, and validation accuracy for each epoch.
 *qaLLM_evaluation_metrics.txt: A text file listing exact match and F1 metrics per epoch for the QA LLM.

- create_data/ – Includes the scripts used to generate and curate training data for the classification LLM and the QA LLM.

- empirical_validation/ - Includes data from the empirical evaluation of C4Q against other chatbots:
 *Directories named by model (e.g., openai-o1/, deepseek-coder_33b/, deepseek-r1/, etc.): Each directory contains the raw answers produced by the respective model in response to our set of quantum computing and software engineering questions.
 *prompts.txt: A text file with the full list of prompts used during the empirical evaluation.
 *requirements_qiskit0.46.3: A requirements file for Python dependencies used to create an environment with a Qiskit versions &lt;1.0.0, enabling code snippet testing under older Qiskit releases.
 *requirements_qiskit1.3.1: A requirements file for Python dependencies used to create an environment with a Qiskit versions &gt;= 1.0.0, ensuring reproducible tests under newer releases.
 *results.xlsx: An Excel spreadsheet containing the empirical evaluation outcomes, including correct, incomplete, and incorrect answer rates for each model, under both Qiskit environments.
 *script_gates.sh: A shell script that automates prompting of OLAMA’s deepseek-coder:33b and starcoder2:15b models with gate-related quantum questions.
 *script_SE.sh: A shell script that automates prompting of OLAMA’s deepseek-coder:33b and starcoder2:15b models with software engineering problem questions.