cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/sek-kys-npp
title: Kobresia myosuroides (Vill.) Fiori

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.5517/cc8srxp
title: CCDC 262133: Experimental Crystal Structure Determination

description: Related Article: Samkeun Lee, Sung Kwon Kang, Seung Jae Lee, Sock Sung Yun, Tae-Sun Chang|2005|Bull.Korean Chem.Soc.|26|1620|doi:10.5012/bkcs.2005.26.10.1620
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: 10.5517/ccny1h3
title: CCDC 623735: Experimental Crystal Structure Determination

description: Related Article: D.J.Eisler, R.J.Puddephatt|2006|Inorg.Chem.|45|7295|doi:10.1021/ic060865z
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: 10.3535/3n7-hrw-gle
title: Sherardia L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/6j3-2pq-nga
title: Laserpitium prutenicum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.5517/ccny1j4
title: CCDC 623736: Experimental Crystal Structure Determination

description: Related Article: D.J.Eisler, R.J.Puddephatt|2006|Inorg.Chem.|45|7295|doi:10.1021/ic060865z
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: 10.5517/ccny1k5
title: CCDC 623737: Experimental Crystal Structure Determination

description: Related Article: D.J.Eisler, R.J.Puddephatt|2006|Inorg.Chem.|45|7295|doi:10.1021/ic060865z
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: 10.3535/504-szn-kpk
title: Matthiola longipetala subsp. livida (Delile) Maire

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/md7-xf3-xsd
title: Psilurus incurvus (Gouan) Schinz & Thell.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/y8d-zzv-a8x
title: Erodium deserti (Eig) Eig

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.5517/ccny1l6
title: CCDC 623738: Experimental Crystal Structure Determination

description: Related Article: D.J.Eisler, R.J.Puddephatt|2006|Inorg.Chem.|45|7295|doi:10.1021/ic060865z
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: 10.3535/4g8-ske-l9l
title: Papaver argemone L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/ar8-htr-c16
title: Schoenoplectus lacustris (L.) Palla

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/z0e-hd2-4bz
title: Anemone hortensis L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.5517/ccny1m7
title: CCDC 623739: Experimental Crystal Structure Determination

description: Related Article: Hua Han, M.Elsmaili, S.A.Johnson|2006|Inorg.Chem.|45|7435|doi:10.1021/ic060692d
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: 10.3535/7n2-q6c-g35
title: Clypeola jonthlaspi L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/j77-zek-tme
title: Suaeda pruinosa Lange

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.5517/ccny1n8
title: CCDC 623740: Experimental Crystal Structure Determination

description: Related Article: Hua Han, M.Elsmaili, S.A.Johnson|2006|Inorg.Chem.|45|7435|doi:10.1021/ic060692d
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: 10.5517/ccny1p9
title: CCDC 623741: Experimental Crystal Structure Determination

description: Related Article: Hua Han, M.Elsmaili, S.A.Johnson|2006|Inorg.Chem.|45|7435|doi:10.1021/ic060692d
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: 10.3535/d02-xdn-dyy
title: Limonium thouinii (Viv.) Kuntze

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/efb-ya5-jvg
title: Hypecoum pendulum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/y2e-qjm-l3c
title: Polygala vulgaris L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.5517/ccny1qb
title: CCDC 623742: Experimental Crystal Structure Determination

description: Related Article: Hua Han, M.Elsmaili, S.A.Johnson|2006|Inorg.Chem.|45|7435|doi:10.1021/ic060692d
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: 10.5281/zenodo.18233999
title: Performance de la gouvernance des Organisations Non Gouvernementales : une analyse des déterminants dans le contexte béninois

description: Les Organisations Non Gouvernementales occupent une place centrale dans la fourniture de services sociaux. Malgré leur importance, de nombreuses ONG béninoises font face à des défis de gouvernance interne comme externe. Notre recherche tente d’analyser les facteurs explicatifs de la performance de la gouvernance des ONG au Bénin. Pour atteindre cet objectif, nous avons adopté une démarche méthodologique de type quantitative. Les données sont collectées à l’aide d’un questionnaire auprès de 121 dirigeants d’ONG, et ont fait objet de traitement avec les logiciels SPSS 26 et AMOS 23. A l’issu des différents traitements, les facteurs tels que : la dépendance de l’ONG du financement externe et les compétences du conseil d’administration se révèlent avoir des influences positives et significatives sur la performance de la gouvernance de l’ONG. De plus, le contexte institutionnel et règlementaire de l’ONG apparaît comme un facteur d’influence de la performance de sa gouvernance. Cette Recherche confirme l’intérêt pour les ONG de développer des pratiques de transparence, de veiller au profil des membres du conseil d’administration, un argument important susceptible d’être utilisé par les responsables d’ONG pour convaincre leurs partenaires pour les accords de financement.
DOI: 10.5281/zenodo.18234000
title: Performance de la gouvernance des Organisations Non Gouvernementales : une analyse des déterminants dans le contexte béninois

description: Les Organisations Non Gouvernementales occupent une place centrale dans la fourniture de services sociaux. Malgré leur importance, de nombreuses ONG béninoises font face à des défis de gouvernance interne comme externe. Notre recherche tente d’analyser les facteurs explicatifs de la performance de la gouvernance des ONG au Bénin. Pour atteindre cet objectif, nous avons adopté une démarche méthodologique de type quantitative. Les données sont collectées à l’aide d’un questionnaire auprès de 121 dirigeants d’ONG, et ont fait objet de traitement avec les logiciels SPSS 26 et AMOS 23. A l’issu des différents traitements, les facteurs tels que : la dépendance de l’ONG du financement externe et les compétences du conseil d’administration se révèlent avoir des influences positives et significatives sur la performance de la gouvernance de l’ONG. De plus, le contexte institutionnel et règlementaire de l’ONG apparaît comme un facteur d’influence de la performance de sa gouvernance. Cette Recherche confirme l’intérêt pour les ONG de développer des pratiques de transparence, de veiller au profil des membres du conseil d’administration, un argument important susceptible d’être utilisé par les responsables d’ONG pour convaincre leurs partenaires pour les accords de financement.
DOI: 10.15468/dl.rd0zuz
title: Occurrence Download

description: A dataset containing 204960114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 204960114 records from 4277 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032202-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zh2u6e
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cochlodinium polykrikoides",
 "Country is Philippines",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079819-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pmznrz
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pelasgus laconicus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 40 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079818-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wwse4d
title: Occurrence Download

description: A dataset containing 4838 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anisognathus melanogenys)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 4838 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079820-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uybwc4
title: Occurrence Download

description: A dataset containing 51919 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudotaxiphyllum elegans"
 ]
}

 The dataset includes 51919 records from 379 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023112-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d5ghyt
title: Occurrence Download

description: A dataset containing 1930 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((9.11661 39.8309,9.61048 39.8309,9.61048 40.23403,9.11661 40.23403,9.11661 39.8309))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 1930 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023205-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9z285k
title: Occurrence Download

description: A dataset containing 51171 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sium latifolium"
 ]
}

 The dataset includes 51171 records from 416 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023159-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zf6u7m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Cyanopica cooki)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007605-250802193616735/datasets/export for details.
DOI: 10.15468/dl.ef9q8j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jatropha curcas",
 "Country is Sao Tome and Principe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007603-250802193616735/datasets/export for details.
DOI: 10.15468/dl.bvmpz7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Cyanopica cooki)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007606-250802193616735/datasets/export for details.
DOI: 10.15468/dl.mmzwzy
title: Occurrence Download

description: A dataset containing 10116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Icterus leucopteryx)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 10116 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007607-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5usu4
title: Occurrence Download

description: A dataset containing 563 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jatropha curcas",
 "Country is Saudi Arabia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 563 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007610-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xnm6f2
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Parambassis gulliveri)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 34 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007608-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16734468
title: Development and Validation of a Machine Learning-Based Model for Predicting Frailty Risk in Head and Neck Cancer Patients Undergoing Radiotherapy

description: 2.5 Data Preprocessing  

Data integrity verification was conducted using SPSS and Jupyter Notebook. Multivariate missing data underwent multiple imputation , with categorical variable gaps filled via modal substitution and continuous variables via mean imputation. Anomaly detection implemented Isolation Forest methodology, replacing outliers with feature medians. Continuous predictors were normalized to [0,1] range through min-max scaling, while categorical features underwent label encoding transformations.  

2.6 Feature Selection  

LASSO (Least Absolute Shrinkage and Selection Operator) regression was employed to mitigate model overfitting. Optimal regularization intensity (λ_min) was established through 10-fold cross-validation, retaining predictors exhibiting non-zero coefficients at this threshold. These features constituted model inputs, with frailty status as the dichotomous outcome. 

Notes:

Approved by Ethics Committee of Affiliated Hospital of SWMU (KY2025104)

All personally identifiable information has been removed

Written informed consent was obtained from participants
DOI: 10.5281/zenodo.16734469
title: Development and Validation of a Machine Learning-Based Model for Predicting Frailty Risk in Head and Neck Cancer Patients Undergoing Radiotherapy

description: 2.5 Data Preprocessing  

Data integrity verification was conducted using SPSS and Jupyter Notebook. Multivariate missing data underwent multiple imputation , with categorical variable gaps filled via modal substitution and continuous variables via mean imputation. Anomaly detection implemented Isolation Forest methodology, replacing outliers with feature medians. Continuous predictors were normalized to [0,1] range through min-max scaling, while categorical features underwent label encoding transformations.  

2.6 Feature Selection  

LASSO (Least Absolute Shrinkage and Selection Operator) regression was employed to mitigate model overfitting. Optimal regularization intensity (λ_min) was established through 10-fold cross-validation, retaining predictors exhibiting non-zero coefficients at this threshold. These features constituted model inputs, with frailty status as the dichotomous outcome. 

Notes:

Approved by Ethics Committee of Affiliated Hospital of SWMU (KY2025104)

All personally identifiable information has been removed

Written informed consent was obtained from participants
DOI: 10.15468/dl.evr4dy
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Strix nebulosa"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007613-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t7d4ak
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Farfantepenaeus aztecus",
 "Country is Greece",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007611-250802193616735/datasets/export for details.
DOI: 10.15468/dl.aksrtg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Farfantepenaeus aztecus",
 "Country is Montenegro",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007612-250802193616735/datasets/export for details.
DOI: 10.15468/dl.kyjc5n
title: Occurrence Download

description: A dataset containing 11390461 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 11390461 records from 5243 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007492-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnolmc
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009932-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.