cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14715997
title: One-Year Internship Program on Software Engineering: Educators' Lessons Learned and Students' Perceptions

description: This is a dataset for the "One-Year Internship Program on Software Engineering: Educators’ Lessons Learned and Students’ Perceptions." paper submitted to EASE2025.
DOI: 10.5281/zenodo.14751978
title: One-Year Internship Program on Software Engineering: Educators' Lessons Learned and Students' Perceptions

description: This is a dataset for the "One-Year Internship Program on Software Engineering: Educators’ Lessons Learned and Students’ Perceptions." paper submitted to EASE2025.
DOI: 10.5281/zenodo.14768761
title: One-Year Internship Program on Software Engineering: Educators' Lessons Learned and Students' Perceptions

description: This is a dataset for the "One-Year Internship Program on Software Engineering: Educators’ Lessons Learned and Students’ Perceptions." paper submitted to EASE2025.
DOI: 10.5281/zenodo.15420931
title: One-Year Internship Program on Software Engineering: Students' Perceptions and Educators' Lessons Learned

description: This is a dataset for the "One-Year Internship Program on Software Engineering: Students’ Perceptions and Educators’ Lessons Learned" paper submitted to ESEM2025.
DOI: 10.5281/zenodo.15478763
title: One-Year Internship Program on Software Engineering: Students' Perceptions and Educators' Lessons Learned

description: This is a dataset for the "One-Year Internship Program on Software Engineering: Students’ Perceptions and Educators’ Lessons Learned" paper submitted to ESEM2025.
DOI: 10.15468/dl.hhbwwj
title: Occurrence Download

description: A dataset containing 386 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is DEU.15_1",
 "TaxonKey is Heracleum mantegazzianum Sommier & Levier",
 "Year 2000-2025"
 ]
}

 The dataset includes 386 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014777-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5kega
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Lophornis brachylophus R.T.Moore, 1949",
 "Year 1000-2022"
 ]
}

 The dataset includes 194 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011106-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7pmb5
title: Occurrence Download

description: A dataset containing 722 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Diabelia ionostachya var. tetrasepala (Koidz.) Landrein & R.L.Barrett"
 ]
}

 The dataset includes 722 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011107-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15541348
title: 16S DNA sequence data to support article: Contiguous free-living and zoo populations of Eastern Box Turtles (Terrapene c. carolina) exhibit taxonomically and functionally similar cloacal microbiomes

description: Original 16S DNA sequence generated by Illumina Miseq instrument.
DOI: 10.5281/zenodo.15541349
title: 16S DNA sequence data to support article: Contiguous free-living and zoo populations of Eastern Box Turtles (Terrapene c. carolina) exhibit taxonomically and functionally similar cloacal microbiomes

description: Original 16S DNA sequence generated by Illumina Miseq instrument.
DOI: 10.15468/dl.6tv8gg
title: Occurrence Download

description: A dataset containing 486 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tilia kiusiana"
 ]
}

 The dataset includes 486 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037938-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3xsk5
title: Occurrence Download

description: A dataset containing 410 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tilia henryana"
 ]
}

 The dataset includes 410 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037936-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8sz7km
title: Occurrence Download

description: A dataset containing 3175 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brodiaea terrestris"
 ]
}

 The dataset includes 3175 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037937-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvhuc9
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artemisia absinthium",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037941-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u65ydr
title: Occurrence Download

description: A dataset containing 615 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geranium ibericum"
 ]
}

 The dataset includes 615 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037939-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9zpz3c
title: Occurrence Download

description: A dataset containing 7323 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geranium bohemicum"
 ]
}

 The dataset includes 7323 records from 155 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037943-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3tadwa
title: Occurrence Download

description: A dataset containing 13646 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artemisia absinthium",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13646 records from 215 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037944-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gyu45
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artemisia absinthium",
 "Country is Georgia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037945-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gm76je
title: Occurrence Download

description: A dataset containing 9934 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Papaver alpinum"
 ]
}

 The dataset includes 9934 records from 253 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037940-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.424ws2
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Periophthalmus magnuspinnatus"
 ]
}

 The dataset includes 29 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037946-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9v8djt
title: Occurrence Download

description: A dataset containing 3105 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Papaver lapponicum"
 ]
}

 The dataset includes 3105 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037947-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mqt874
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sarotherodon melanotheron",
 "Country is Thailand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 108 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037948-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77zujs
title: Occurrence Download

description: A dataset containing 1056 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geranium lanuginosum"
 ]
}

 The dataset includes 1056 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037953-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cyfa3a
title: Occurrence Download

description: A dataset containing 762 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sarotherodon melanotheron",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 762 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037949-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rh8ncz
title: Occurrence Download

description: A dataset containing 561 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brodiaea minor"
 ]
}

 The dataset includes 561 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037950-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kftpnc
title: Occurrence Download

description: A dataset containing 2483 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Papaver bracteatum"
 ]
}

 The dataset includes 2483 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037955-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.952yvx
title: Occurrence Download

description: A dataset containing 2071 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tillandsia caput-medusae"
 ]
}

 The dataset includes 2071 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037957-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rb3b8
title: Occurrence Download

description: A dataset containing 36828 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tillandsia juncea"
 ]
}

 The dataset includes 36828 records from 202 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037958-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rw6ud7
title: Occurrence Download

description: A dataset containing 3616 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geum vernum"
 ]
}

 The dataset includes 3616 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037963-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17589419
title: 6 DoF Dynamics : Descrete Element Method (DEM) Simulation Dataset for Learning GNN Surrogate Model

description: This dataset accompanies the paper:“Dynami-CAL GraphNet: A Physics-Informed Graph Neural Network Conserving Linear and Angular Momentum for Dynamical Systems” V. Sharma & O. Fink, 2025— arXiv: 2501.07373 : Link to Paper

It provides all 6 Degrees of Freedom Discrete Element Method (DEM) simulation data used for training, validation, andtesting of the Dynami-CAL GraphNet model. Each zipped archive contains time-resolved particle trajectories with explicit boundary conditions and contact parameters. The simulations were performed using the MFiX DEM framework. 

 

For detailed description refer to : Detailed_Information_on_Data_Structure.pdf
DOI: 10.5281/zenodo.17589418
title: 6 DoF Dynamics : Descrete Element Method (DEM) Simulation Dataset for Learning GNN Surrogate Model

description: This dataset accompanies the paper:“Dynami-CAL GraphNet: A Physics-Informed Graph Neural Network Conserving Linear and Angular Momentum for Dynamical Systems” V. Sharma & O. Fink, 2025— arXiv: 2501.07373 : Link to Paper

It provides all 6 Degrees of Freedom Discrete Element Method (DEM) simulation data used for training, validation, andtesting of the Dynami-CAL GraphNet model. Each zipped archive contains time-resolved particle trajectories with explicit boundary conditions and contact parameters. The simulations were performed using the MFiX DEM framework. 

 

For detailed description refer to : Detailed_Information_on_Data_Structure.pdf
DOI: 10.34847/nkl.88fdus18
title: The Resting Fields Alliance of Ten Salt-making Provinces of Japan (1809-1888)

description: Present data set was produced in the course of the European Research Council funded research project entitled Beyond Eureka: The Foundations of Japan's Industrialization, 1800-1885 (J-InnovaTech) within the Horizon 2020 framework (2020-2027). The goal of the overall project is to stimulate a shift in the approach to the study of Japan's early industry and industrialization process using history of technology approaches as well as selectively deploying quantitative historical methods. Project’s key projected intervention is in providing a more nuanced understanding of diversity and fine mechanics of innovation processes


Within this larger project, the goal of the present data set is to support and enhance research on the innovation in the salt industry in Japan between 1809 and 1888. It was specifically constructed for the purpose of enabling historical social networks analysis and data visualization in the early stages of the research project. 


The long-term projected role of the dataset is to allow for the replicability of analysis produced within the framework of this research project.


www.j-innovatech.cnrs.fr
DOI: 10.5281/zenodo.16863700
title: Dataset (analytical calculations) for the paper "Spin and thermal current scaling at a Y -junction of XX spin chains" by D. Giuliano and F. Buccheri
DOI: 10.5281/zenodo.16863701
title: Dataset (analytical calculations) for the paper "Spin and thermal current scaling at a Y -junction of XX spin chains" by D. Giuliano and F. Buccheri
DOI: 10.15468/dl.48mxk9
title: Occurrence Download

description: A dataset listing the 773 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((29.34195 -22.52434,29.79477 -22.52434,29.79477 -22.3112,29.34195 -22.3112,29.34195 -22.52434))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 773 records were derived from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039186-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/9rbr-ck67
title: "Short term Load Forecasting"

description: "Short-term power load forecasting faces inherent challenges such as non-stationarity and strong randomness. Traditional modeling approaches are limited in their ability to capture spatiotemporal features and address complex uncertainties. To overcome these limitations, this study proposes an innovative predictive framework based on a Crowned Pig Optimization (CPO)-enhanced Convolutional Neural Network\u2013Long Short-Term Memory (CNN-LSTM) hybrid model. In this framework, the Convolutional Neural Network (CNN) autonomously extracts spatial features from power load data, while the Long Short-Term Memory (LSTM) network captures temporal dependencies and long-term trends. Subsequently, the CPO algorithm is employed to optimize critical hyperparameters of the CNN-LSTM model, including the learning rate, number of hidden nodes, and regularization coefficients. This iterative global optimization process reduces the likelihood of local optima and identifies optimal configurations. Comparative experiments with multiple forecasting models demonstrate that the proposed CPO-CNN-LSTM model achieves superior performance in short-term load prediction, exhibiting high accuracy and robust stability. Evaluation metrics, including a Mean Absolute Error (MAE) of 89.0866 and a Mean Squared Error (MSE) of 18,400.8438, confirm the model\u2019s effectiveness. Moreover, the framework demonstrates strong practical applicability, enhanced computational efficiency, and excellent capacity to handle complex power system data. Overall, the proposed model not only improves predictive accuracy and stability but also reduces training time, underscoring its significant potential for real-world smart grid applications."
DOI: 10.15468/dl.5wetr4
title: Occurrence Download

description: A dataset containing 7300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "Geometry POLYGON((4.3578 48.37171,4.47502 48.37171,4.47502 48.47681,4.3578 48.47681,4.3578 48.37171))",
 "PublishingOrg is 1928bdf0-f5d2-11dc-8c12-b8a03c50a862",
 "TaxonKey is Animalia",
 "Year 2005-2025"
 ]
}

 The dataset includes 7300 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039198-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhryp8
title: Occurrence Download

description: A dataset containing 6459 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lasiodiplodia"
 ]
}

 The dataset includes 6459 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039200-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24416/uu01-av4zjt
title: Supplemental Code and raw data for "Noise-robust latent vector reconstruction in ptychography using deep generative models "

description: This package contains code to get started with latent vector reconstruction in ptychography. The raw data that have been used in the work "Noise-robust latent vector reconstruction in ptychography using deep generative models" is also provided. Raw data is published under a Creative Commons Attribution 4.0 International license and code under a MIT License (see LICENSE_data.txt LICENSE_code.txt, respectively). Follow the installation guide and instructions provided in the README.txt files to run ptychographic reconstructions as described in the paper both in conventional and latent vector reconstruction mode.
DOI: 10.15468/dl.vaadsx
title: Occurrence Download

description: A dataset containing 27847 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Dataset of Passerine bird communities in a mediterranean high mountain (Sierra Nevada, Spain)"
 ]
}

 The dataset includes 27847 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039199-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wpcrgh
title: Occurrence Download

description: A dataset containing 852 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Osmia niveata",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "HasCoordinate is true"
 ]
}

 The dataset includes 852 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039202-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ea99bc
title: Occurrence Download

description: A dataset containing 559 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepus saxatilis",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "Country is South Africa",
 "GadmGid is ETH"
 ]
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 559 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039203-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8td3qb
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The botanical legacy of Martinus Houttuyn (1720 - 1798) in Geneva"
 ]
}

 The dataset includes 122 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039204-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqvjw4
title: Occurrence Download

description: A dataset containing 4953 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hadena caesia",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4953 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039206-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.