cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.y8bku6
title: Occurrence Download

description: A dataset containing 931 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magonia pubescens",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 931 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006689-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8vnzw
title: Occurrence Download

description: A dataset containing 283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((0.19991 42.89953,0.19463 42.89393,0.19405 42.8884,0.20477 42.88543,0.20652 42.88559,0.20552 42.88843,0.20272 42.89154,0.20166 42.89263,0.20463 42.89425,0.20264 42.89858,0.19991 42.89953))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 283 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006688-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xsc9hx
title: Occurrence Download

description: A dataset containing 3532 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((0.188233170798061 46.111403791881386, 0.190702851965251 46.10499174718041, 0.202751848019849 46.1048794321086, 0.215241355580422 46.107878963373714, 0.216208305925331 46.10434264432759, 0.223678014201716 46.10540597450397, 0.229929546893232 46.10720316028805, 0.231572611463918 46.11009685851558, 0.232892309819412 46.10979656035569, 0.231754449252153 46.1136072499303, 0.237577067554522 46.11702530520587, 0.237879857271569 46.1158487082912, 0.242265450342514 46.11685639255384, 0.248029513750954 46.11414812556638, 0.262712967786314 46.11278315277209, 0.265785726759824 46.11978523207976, 0.261512006418888 46.121145474668296, 0.264934079679457 46.123849076334565, 0.263591860740393 46.12431229398505, 0.264461260546458 46.127823833488875, 0.258131873551685 46.12925514911446, 0.268353483978635 46.13135137146303, 0.268216411220322 46.13280323152531, 0.260822138030555 46.13556603117397, 0.257363712994726 46.13962097563001, 0.258371625659745 46.14103200232541, 0.253513254960104 46.14323655258109, 0.246998157924515 46.143677072730725, 0.246697795452118 46.139459254599466, 0.243059557150508 46.139662909892905, 0.243018313978626 46.142366819508695, 0.240291763804919 46.14343409177548, 0.241993967818668 46.151733446333544, 0.226588391198476 46.15475070520338, 0.228374263868167 46.15779386682807, 0.226089945625411 46.158428300356924, 0.227907490913998 46.16151368767421, 0.229657735391977 46.1614942159537, 0.229465423518156 46.16732916813996, 0.231597621862253 46.16902103969992, 0.226343538334939 46.17374679274158, 0.225621663480329 46.17724773348439, 0.221496138029639 46.180258223872535, 0.217232880323058 46.17590367010499, 0.216631691700829 46.17144499057973, 0.214019388746312 46.16787589111291, 0.214959393136073 46.16553099073062, 0.213107041433529 46.159084523776116, 0.220338941439071 46.1581804806194, 0.220394173353941 46.155350750542674, 0.216919785103944 46.155393616034644, 0.218480298919188 46.15059773507723, 0.216836875182415 46.150511518568514, 0.218361451480742 46.149029707795, 0.215786430606443 46.1389208321354, 0.208318216080629 46.136518168658434, 0.208013121657965 46.13517801262958, 0.205857641707079 46.13566291345308, 0.203954414177887 46.129492506046226, 0.198981495329488 46.130310615833544, 0.197325107689706 46.129247037442056, 0.197315919883448 46.12709238721372, 0.205031109703076 46.124713707800844, 0.200130734251031 46.117489028021524, 0.188233170798061 46.111403791881386))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3532 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006691-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21950/dedriz
title: Effort Project. Child experimental data and associated survey data

description: Child experimental data and associated survey data: The dataset contains socioeconomic data and experimental measures of cognitive effort stemming from fifth-grade students and their parents. Among the socioeconomic variables that can be found in the dataset are the gender, age, and country of birth of both parents and students. Furthermore, the level of education, occupation, employment status and other socioeconomic variables of the parents are also present. A wide range of variables regarding the student in the school are included, such as grades, involvement, or homework. As effort is the main variable of interest, a series of non-cognitive (personality) variables that are conceptually close were measured, namely, Locus of Control, the Big Five and Need for Cognition. The students also completed a Raven matrices style IQ test (fluid intelligence). A few variables reflect the basic characteristics of their teacher and the school that the individuals attend.
&lt;/br&gt;
description: Some files in this dataset are embargoed until: 01/03/2027

<strong>See map</strong>
DOI: 10.15468/dl.3jd5c3
title: Occurrence Download

description: A dataset containing 20933423 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chinese Taipei",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 20933423 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006605-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dnpa25
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Pinus kesiya langbianensis"
 ]
}

 The dataset includes 61 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006695-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4h89ks
title: Occurrence Download

description: A dataset containing 384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Majidea zanguebarica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 384 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006699-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s9kahe
title: Occurrence Download

description: A dataset containing 18558 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Magnoliaceae"
 ]
}

 The dataset includes 18558 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006698-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h7huhc
title: Occurrence Download

description: A dataset containing 16643964 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((107.77543 22.89657,106.39674 21.5138,107.20098 18.81792,108.06266 17.34354,109.37656 17.01623,111.73916 18.18677,115.40131 20.28834,118.20177 20.42298,119.20706 20.28834,120.337 21.17759,120.60983 21.36848,120.85658 21.45077,121.54929 21.50247,121.87929 21.96066,121.95658 22.00602,122.02782 22.24561,122.0326 22.95104,123.18487 24.00291,126.74677 24.53554,129.76265 25.4467,131.46284 29.27027,134.80379 31.70205,136.00983 31.68526,138.45126 32.9595,140.53366 32.89923,143.26231 34.57115,145.05748 36.95967,144.91387 38.43681,145.48832 39.49755,148.00155 41.62479,150.87382 43.16258,153.60248 45.06976,157.30416 49.11845,158.09403 50.37118,156.51429 51.2334,154.79093 51.45766,150.55433 51.45766,148.47193 51.27834,145.72066 49.80381,145.21802 48.25021,145.21802 48.25021,141.33414 48.16191,141.33414 48.16191,136.8107 46.24452,135.675 45.33039,135.77888 44.9761,135.25481 44.51339,135.25863 44.3804,134.10384 43.87566,133.7802 43.44626,130.0668 43.81698,128.70245 43.68322,125.72304 43.17483,124.7531 42.77174,122.02445 42.50763,119.87024 42.0294,118.14688 41.11619,116.63894 40.1901,116.2081 39.13989,116.23481 37.5124,116.92617 36.70458,117.2852 35.71969,118.74226 32.28587,118.9995 30.84693,119.07939 28.99105,118.25935 26.99349,117.08511 25.89197,112.43931 24.23012,110.04539 23.06237,107.77543 22.89657))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year 2019-2026"
 ]
}

 The dataset includes 16643964 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006656-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qgh2h2
title: Occurrence Download

description: A dataset containing 7052 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Gibraltar",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 7052 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006702-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yd9n4s
title: Occurrence Download

description: A dataset containing 2393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Mergus squamatus"
 ]
}

 The dataset includes 2393 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006704-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2qsldj
title: CCDC 2526078: Experimental Crystal Structure Determination

description: Related Article: Hao Xu|2026|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.11588/data/d0acc0
title: Evaluation of the accuracy, exclusivity, limit-of-detection and ease-of-use of the LumiraDx SARS-CoV-2 test - A rapid, antigen-detecting point-of-care tool for the diagnosis of SARS-CoV-2 [Research Data]

description: This repository includes data from a prospective, multi-centre diagnostic accuracy study. The study was conducted at two sites in Germany, Heidelberg and Berlin. Following routine testing with reverse-transcriptase polymerase chain reaction (RT-PCR), a second study-exclusive swab was performed for Ag-RDT testing. Routine swabs were nasopharyngeal (NP) or combined NP/oropharyngeal (OP) whereas the study-exclusive swabs were NP. To evaluate performance, sensitivity and specificity were assessed overall and in predefined sub analyses accordingly to viral load, days of symptoms and symptoms. In addition, further data from the participants were collected during interviews
description: R, 4.0.3
description: REDCap, 10.6.21
DOI: 10.4121/82c51339-9c55-4951-b946-0f9a45a13d72
title: Data supporting the PhD thesis: Moving to the Quantum Era: A Stage-Based Growth Approach for Organizations Navigating the Transition to Post-Quantum Cryptography

description: This research aims to identify key challenges involved in Quantum-safe (QS) transition and provide actionable guidance for organizations to overcome the challenges and transition towards QS Public Key Infrastructure. This research develops a stages of growth model for supporting organizations in their QS transition and presents a novel approach in identifying different stages of growth model and discontinuities by using the Interpretive Structural Modelling & Cross-Impact Matrix Multiplication (ISM-MICMAC) approach. The datasets include three ZIP archives containing PDF files, as described below.1. Workshop Slides: This datasets contain workshop slides about the research, workshop objectives, research methods, instructions, and preliminary results.2. Growth model iterations: This dataset contains workshop-based iterative versions of the growth model, documenting revisions from one iteration to the next. 3. Interview and workshop protocols: This dataset contains interview and workshop protocols. This includes internal research documentation, including email templates, participant request materials, consent-related text, and scheduling information.
DOI: 10.15468/dl.wdgj8w
title: Occurrence Download

description: A dataset containing 479 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melicoccus bijugatus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 479 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006706-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/82c51339-9c55-4951-b946-0f9a45a13d72.v1
title: Data supporting the PhD thesis: Moving to the Quantum Era: A Stage-Based Growth Approach for Organizations Navigating the Transition to Post-Quantum Cryptography

description: This research aims to identify key challenges involved in Quantum-safe (QS) transition and provide actionable guidance for organizations to overcome the challenges and transition towards QS Public Key Infrastructure. This research develops a stages of growth model for supporting organizations in their QS transition and presents a novel approach in identifying different stages of growth model and discontinuities by using the Interpretive Structural Modelling & Cross-Impact Matrix Multiplication (ISM-MICMAC) approach. The datasets include three ZIP archives containing PDF files, as described below.1. Workshop Slides: This datasets contain workshop slides about the research, workshop objectives, research methods, instructions, and preliminary results.2. Growth model iterations: This dataset contains workshop-based iterative versions of the growth model, documenting revisions from one iteration to the next. 3. Interview and workshop protocols: This dataset contains interview and workshop protocols. This includes internal research documentation, including email templates, participant request materials, consent-related text, and scheduling information.
DOI: 10.15468/dl.jeedc6
title: Occurrence Download

description: A dataset containing 34072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Theaceae"
 ]
}

 The dataset includes 34072 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006700-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38evpd
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kazakhstan",
 "OccurrenceStatus is Present",
 "TaxonKey is Euphorbia pilosa"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006708-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.36362
title: Further analysis of single-cell sequencing database GSE266616
title: 对单细胞测序数据集GSE266616的进一步分析

description: We conducted differential gene and signaling pathway enrichment analysis on 26 samples (13 healthy controls and 13 IBD patients) from the single-cell sequencing dataset GSE266616, and exported the complete Seurat.Rdata file. 
description: We conducted differential gene and signaling pathway enrichment analysis on 26 samples (13 healthy controls and 13 IBD patients) from the single-cell sequencing dataset GSE266616, and exported the complete Seurat.Rdata file.
DOI: 10.4121/647448d6-1cef-4ec6-b7e3-d4a69a03216d
title: Data supporting the publication: Realizing quantum-safe information sharing: Implementation and adoption challenges and policy recommendations for quantum-safe transitions

description: This research aims to identify key challenges involved in Quantum-safe (QS) transition and provide actionable guidance for organizations to overcome the challenges and transition towards QS Public Key Infrastructure. The dataset is a supplementary document to the article entitled "Realizing quantum-safe information sharing: Implementation and adoption challenges and policy recommendations for quantum-safe transitions". The datasets include two ZIP archives containing PDF files, as described below.1. List of QS Transition Challenges with Quotes: This dataset contains summarized findings on QS transition challenges with quotes.2. Summary of QS transition Challenges & Opportunities: This dataset contains summarized findings on challenges, opportunities, and policy implications based on expert interviews with regulatory organization, certificate authorities (CAs) and PKI users. <br>
DOI: 10.4121/647448d6-1cef-4ec6-b7e3-d4a69a03216d.v1
title: Data supporting the publication: Realizing quantum-safe information sharing: Implementation and adoption challenges and policy recommendations for quantum-safe transitions

description: This research aims to identify key challenges involved in Quantum-safe (QS) transition and provide actionable guidance for organizations to overcome the challenges and transition towards QS Public Key Infrastructure. The dataset is a supplementary document to the article entitled "Realizing quantum-safe information sharing: Implementation and adoption challenges and policy recommendations for quantum-safe transitions". The datasets include two ZIP archives containing PDF files, as described below.1. List of QS Transition Challenges with Quotes: This dataset contains summarized findings on QS transition challenges with quotes.2. Summary of QS transition Challenges & Opportunities: This dataset contains summarized findings on challenges, opportunities, and policy implications based on expert interviews with regulatory organization, certificate authorities (CAs) and PKI users. <br>
DOI: 10.21227/kyd1-tf96
title: "Data and for: Order from Chaos: Learning Dissipative Structures via Geometric-Entropic Modeling for Robust Object Detection (GEM-YOLO)"

description: "This repository contains the source code, pre-trained models, and experimental configurations associated with the manuscript titled \"Order from Chaos: Learning Dissipative Structures via Geometric-Entropic Modeling for Robust Object Detection\", submitted to IEEE Transactions on Intelligent Transportation Systems. The proposed framework, GEM-YOLO, models object detection in adverse weather (fog, rain, snow, sand) as a thermodynamic process of entropy dissipation. "
DOI: 10.15468/dl.55tya5
title: Occurrence Download

description: A dataset containing 220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mischarytera lautereriana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 220 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006711-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7cbq3r
title: Occurrence Download

description: A dataset containing 1689 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is DEU.3_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Procyon lotor"
 ]
}

 The dataset includes 1689 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006712-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/b77a0c6b-8a3f-4cb4-a96d-dc2e8d782ba6
title: Results of ISM–MICMAC workshop, including intermediate calculations, matrices, and step-by-step analytical processes derived from participants

description: This research aims to identify key challenges involved in Quantum-safe (QS) transition and provide actionable guidance for organizations to overcome the challenges and transition towards QS Public Key Infrastructure. This research develops a stages of growth model for supporting organizations in their QS transition and presents a novel approach in identifying different stages of growth model and discontinuities by using the Interpretive Structural Modelling & Cross-Impact Matrix Multiplication (ISM-MICMAC) approach. The datasets contain detailed ISM–MICMAC workshop outputs, including intermediate calculations, matrices, and step-by-step analytical processes derived from participants' input. The datasets include three PDF files containing the ISM-MICMAC analyses from Ministries, Certificate Authorities (CA), and PKI users.
DOI: 10.4121/b77a0c6b-8a3f-4cb4-a96d-dc2e8d782ba6.v1
title: Results of ISM–MICMAC workshop, including intermediate calculations, matrices, and step-by-step analytical processes derived from participants

description: This research aims to identify key challenges involved in Quantum-safe (QS) transition and provide actionable guidance for organizations to overcome the challenges and transition towards QS Public Key Infrastructure. This research develops a stages of growth model for supporting organizations in their QS transition and presents a novel approach in identifying different stages of growth model and discontinuities by using the Interpretive Structural Modelling & Cross-Impact Matrix Multiplication (ISM-MICMAC) approach. The datasets contain detailed ISM–MICMAC workshop outputs, including intermediate calculations, matrices, and step-by-step analytical processes derived from participants' input. The datasets include three PDF files containing the ISM-MICMAC analyses from Ministries, Certificate Authorities (CA), and PKI users.
DOI: 10.15468/dl.s68wxq
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Pinus wangii"
 ]
}

 The dataset includes 34 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006716-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.