cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21233/ybhd-5449
title: Malham Tarn ostracode surface sample dataset

description: Raw data for the Malham Tarn ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.sr3n7g
title: Occurrence Download

description: A dataset containing 446 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-76.51728 -12.08726,-76.49425 -12.08726,-76.49425 -12.07328,-76.51728 -12.07328,-76.51728 -12.08726))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 446 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025719-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/0505-fg38
title: Windy Ridge Village vertebrate fauna dataset

description: Raw data for the Windy Ridge Village vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.eureeb
title: Occurrence Download

description: A dataset containing 446 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-76.52927 -12.0883,-76.48677 -12.0883,-76.48677 -12.06921,-76.52927 -12.06921,-76.52927 -12.0883))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 446 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025717-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5sy2n
title: Occurrence Download

description: A dataset containing 1316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is Entomology Division, Yale Peabody Museum",
 "TaxonKey is Pieris rapae (Linnaeus, 1758)"
 ]
}

 The dataset includes 1316 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025718-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xnj4rm
title: Occurrence Download

description: A dataset containing 812200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-03-16",
 "EventDate is less than or equal to 2025-04-15",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 812200 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025671-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/6h1p-1f57
title: Gola di Lago plant macrofossil dataset

description: Raw data for the Gola di Lago plant macrofossil dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/1pae-bf80
title: Isdammen pollen surface sample dataset

description: Raw data for the Isdammen pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/xzmg-9r79
title: LDDsite3127 ostracode surface sample dataset

description: Raw data for the LDDsite3127 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.6084/m9.figshare.26114203
title: Data for the manuscript <i>'</i><i>Evaluation of a comprehensive set of normal tissue complication probability models for patients with head and neck cancer in an international cohort</i>'

description: This dataset was used for the manuscript '<i>Towards the global integration of a comprehensive set of Normal Tissue Complication Probability models for patients with head and neck cancer: an international evaluation</i>'.DOI: https://doi.org/10.1016/j.oraloncology.2025.107224AbstractBackground/purposeNormal tissue complication probability (NTCP) models can be used to guide radiation therapy (RT) decisions by estimating side-effect risks pretreatment to minimize (late) side-effects. Recently, a comprehensive individual toxicity risk (CITOR) profile of NTCP models addressing common side-effects in head and neck cancer (HNC) patients was developed. This study investigates the generalizability of these models in an international setting, with different treatment approaches and side-effect assessments, promoting their integration into more widespread clinical practice.Materials/methodsFrom a prospective registry study, 407 HNC patients were included who were treated with definitive RT with or without systemic therapy between 2015 and 2022. NTCP models predicting dysphagia, aspiration, xerostomia, sticky saliva, taste loss, speech problems, oral pain, and fatigue at 6 and 12 months after RT were evaluated. All side-effects were patient-rated using the MDASI-HN, except dysphagia which was reported by clinicians using the PSS-HN diet normalcy score. Model performance was appraised by discrimination (area under the curve [AUC]) and calibration.ResultsCITOR models showed moderate-to-high performance in this cohort (mean AUC = 0.67[range = 0.55–0.80], moderate-to-good calibration). NTCP models for dysphagia, xerostomia, sticky saliva, and fatigue were the top performing models. Models for aspiration, taste loss and speech problems performed moderately well, which was partly explained by lower incidences.ConclusionDespite differences between the CITOR development and this evaluation cohort, including use of different side-effect scoring systems, most models exhibited moderate-to-high performance. This demonstrated that the dose–effect relations were generalizable. Therefore, this study supports further integration of these NTCP models in clinical practice.Notes on data imputationFor the analysis in the manuscript, data for 12 months after radiotherapy (M12) was imputed if a 6- and 18 months after radiotherapy (M6/M18) score was available. As data was dichotomized, the M12 score was put in the same category (developed the side-effect/did not develop the side-effect) if both the score in M6 and M18 fell into the same category. Example:M6: no side-effect, M18: no side-effect -&gt; M12: no side-effectM6: side-effect, M18: side-effect -&gt; M12: side-effectM6: no side-effect, M18: side-effect -&gt; M12: could not be imputedM6: side-effect, M18: no side-effect -&gt; M12: could not be imputed<br>
DOI: 10.6084/m9.figshare.26114203.v1
title: Data for the manuscript <i>'</i><i>Evaluation of a comprehensive set of normal tissue complication probability models for patients with head and neck cancer in an international cohort</i>'

description: This dataset was used for the manuscript '<i>Towards the global integration of a comprehensive set of Normal Tissue Complication Probability models for patients with head and neck cancer: an international evaluation</i>'.DOI: https://doi.org/10.1016/j.oraloncology.2025.107224AbstractBackground/purposeNormal tissue complication probability (NTCP) models can be used to guide radiation therapy (RT) decisions by estimating side-effect risks pretreatment to minimize (late) side-effects. Recently, a comprehensive individual toxicity risk (CITOR) profile of NTCP models addressing common side-effects in head and neck cancer (HNC) patients was developed. This study investigates the generalizability of these models in an international setting, with different treatment approaches and side-effect assessments, promoting their integration into more widespread clinical practice.Materials/methodsFrom a prospective registry study, 407 HNC patients were included who were treated with definitive RT with or without systemic therapy between 2015 and 2022. NTCP models predicting dysphagia, aspiration, xerostomia, sticky saliva, taste loss, speech problems, oral pain, and fatigue at 6 and 12 months after RT were evaluated. All side-effects were patient-rated using the MDASI-HN, except dysphagia which was reported by clinicians using the PSS-HN diet normalcy score. Model performance was appraised by discrimination (area under the curve [AUC]) and calibration.ResultsCITOR models showed moderate-to-high performance in this cohort (mean AUC = 0.67[range = 0.55–0.80], moderate-to-good calibration). NTCP models for dysphagia, xerostomia, sticky saliva, and fatigue were the top performing models. Models for aspiration, taste loss and speech problems performed moderately well, which was partly explained by lower incidences.ConclusionDespite differences between the CITOR development and this evaluation cohort, including use of different side-effect scoring systems, most models exhibited moderate-to-high performance. This demonstrated that the dose–effect relations were generalizable. Therefore, this study supports further integration of these NTCP models in clinical practice.Notes on data imputationFor the analysis in the manuscript, data for 12 months after radiotherapy (M12) was imputed if a 6- and 18 months after radiotherapy (M6/M18) score was available. As data was dichotomized, the M12 score was put in the same category (developed the side-effect/did not develop the side-effect) if both the score in M6 and M18 fell into the same category. Example:M6: no side-effect, M18: no side-effect -&gt; M12: no side-effectM6: side-effect, M18: side-effect -&gt; M12: side-effectM6: no side-effect, M18: side-effect -&gt; M12: could not be imputedM6: side-effect, M18: no side-effect -&gt; M12: could not be imputed<br>
DOI: 10.6084/m9.figshare.26114203.v2
title: Data for the manuscript <i>'</i><i>Evaluation of a comprehensive set of normal tissue complication probability models for patients with head and neck cancer in an international cohort</i>'

description: This dataset was used for the manuscript '<i>Towards the global integration of a comprehensive set of Normal Tissue Complication Probability models for patients with head and neck cancer: an international evaluation</i>'.DOI: https://doi.org/10.1016/j.oraloncology.2025.107224AbstractBackground/purposeNormal tissue complication probability (NTCP) models can be used to guide radiation therapy (RT) decisions by estimating side-effect risks pretreatment to minimize (late) side-effects. Recently, a comprehensive individual toxicity risk (CITOR) profile of NTCP models addressing common side-effects in head and neck cancer (HNC) patients was developed. This study investigates the generalizability of these models in an international setting, with different treatment approaches and side-effect assessments, promoting their integration into more widespread clinical practice.Materials/methodsFrom a prospective registry study, 407 HNC patients were included who were treated with definitive RT with or without systemic therapy between 2015 and 2022. NTCP models predicting dysphagia, aspiration, xerostomia, sticky saliva, taste loss, speech problems, oral pain, and fatigue at 6 and 12 months after RT were evaluated. All side-effects were patient-rated using the MDASI-HN, except dysphagia which was reported by clinicians using the PSS-HN diet normalcy score. Model performance was appraised by discrimination (area under the curve [AUC]) and calibration.ResultsCITOR models showed moderate-to-high performance in this cohort (mean AUC = 0.67[range = 0.55–0.80], moderate-to-good calibration). NTCP models for dysphagia, xerostomia, sticky saliva, and fatigue were the top performing models. Models for aspiration, taste loss and speech problems performed moderately well, which was partly explained by lower incidences.ConclusionDespite differences between the CITOR development and this evaluation cohort, including use of different side-effect scoring systems, most models exhibited moderate-to-high performance. This demonstrated that the dose–effect relations were generalizable. Therefore, this study supports further integration of these NTCP models in clinical practice.Notes on data imputationFor the analysis in the manuscript, data for 12 months after radiotherapy (M12) was imputed if a 6- and 18 months after radiotherapy (M6/M18) score was available. As data was dichotomized, the M12 score was put in the same category (developed the side-effect/did not develop the side-effect) if both the score in M6 and M18 fell into the same category. Example:M6: no side-effect, M18: no side-effect -&gt; M12: no side-effectM6: side-effect, M18: side-effect -&gt; M12: side-effectM6: no side-effect, M18: side-effect -&gt; M12: could not be imputedM6: side-effect, M18: no side-effect -&gt; M12: could not be imputed<br>
DOI: 10.21233/2cp6-my40
title: NLA06608-1578 water chemistry dataset

description: Raw data for the NLA06608-1578 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/j3e3-1811
title: 37669 pollen surface sample dataset

description: Raw data for the 37669 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/vn2d-d613
title: Sled Lake ostracode surface sample dataset

description: Raw data for the Sled Lake ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.6084/m9.figshare.29035556
title: Web series Gender sample 2024.xlsx

description: A sample of 1724 web series released between 2012 and 2019 from Australia, Canada, France, the United Kingdom and the United States. For each web series title, the dataset records the number of female and male creatives working in creator / director, writer, producer and cinematographer roles. The sample is from a larger dataset of web series that combines a collection compiled by Joel Bassaget, and title lists provided by web series festivals in Melbourne, Marseilles, Toronto and Vancouver.
DOI: 10.6084/m9.figshare.29037020
title: Xia et al. (2025) GCA

description: This is the Supplementary Material of Xia et al. (2025, GCA) entitled "The dual origin of granites from fluid-absent and fluid-fluxed melting of the juvenile lower crust: New constraints from Mo isotopes and phase equilibrium modeling".The Supplementary Material includes two separate files. Supplementary Material I contains detailed methods in Text S1, and photomicrograph of the samples, zircon U–Pb dating results, and the plots and simulation results of whole rock major and trace elements in Figures S1–S8. Supplementary Material II contain the data used in this study including zircon U–Pb dating results, zircon O isotope data, whole-rock major-trace element and Sr-Nd isotope data, whole-rock Mo content and isotope data, and starting compositions used for phase equilibrium modeling in Tables S1–S5.
DOI: 10.6084/m9.figshare.29037020.v1
title: Xia et al. (2025) GCA

description: This is the Supplementary Material of Xia et al. (2025, GCA) entitled "The dual origin of granites from fluid-absent and fluid-fluxed melting of the juvenile lower crust: New constraints from Mo isotopes and phase equilibrium modeling".The Supplementary Material includes two separate files. Supplementary Material I contains detailed methods in Text S1, and photomicrograph of the samples, zircon U–Pb dating results, and the plots and simulation results of whole rock major and trace elements in Figures S1–S8. Supplementary Material II contain the data used in this study including zircon U–Pb dating results, zircon O isotope data, whole-rock major-trace element and Sr-Nd isotope data, whole-rock Mo content and isotope data, and starting compositions used for phase equilibrium modeling in Tables S1–S5.
DOI: 10.15468/dl.9vap2q
title: Occurrence Download

description: A dataset containing 5285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.38373 -11.83515,-75.37347 -11.86402,-75.34949 -11.88742,-75.31572 -11.875,-75.23627 -11.85395,-75.19878 -11.79804,-75.15555 -11.65121,-75.15836 -11.51829,-75.16626 -11.44657,-75.27437 -11.28967,-75.35806 -11.3791,-75.40427 -11.44888,-75.39264 -11.51466,-75.37527 -11.6123,-75.3699 -11.71987,-75.38373 -11.83515))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 5285 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025724-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/hm32-p961
title: Woodward diatom surface sample dataset

description: Raw data for the Woodward diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.wkw5n8
title: Occurrence Download

description: A dataset containing 2132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "OccurrenceStatus is Present",
 "TaxonKey is Dendrobium Sw."
 ]
}

 The dataset includes 2132 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025722-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/nvd4-za84
title: Brown Lake diatom surface sample dataset

description: Raw data for the Brown Lake diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5281/zenodo.13738898
title: NSaito/seamount-larval-dispersal-network

description: Codes and data for Saito et al. (xxxx) Ecological Applications.
DOI: 10.15468/dl.rczcky
title: Occurrence Download

description: A dataset containing 512 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is South America",
 "Country is Peru",
 "TaxonKey is Lagidium viscacia (Molina, 1782)"
 ]
}

 The dataset includes 512 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025729-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/44k5-0s94
title: Kenney [DjPk-1] vertebrate fauna dataset

description: Raw data for the Kenney [DjPk-1] vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.2t23ag
title: Occurrence Download

description: A dataset containing 545 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Papilio polyctor Boisduval, 1836"
 ]
}

 The dataset includes 545 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025730-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/v03d-m470
title: Notukeu Creek water chemistry dataset

description: Raw data for the Notukeu Creek water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/9d9z-0c02
title: Alfred Bog testate amoebae surface sample dataset

description: Raw data for the Alfred Bog testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/g84m-ec11
title: Xinjiang1 testate amoebae surface sample dataset

description: Raw data for the Xinjiang1 testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.g9p454
title: Occurrence Download

description: A dataset containing 15672 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "TaxonKey is Collembola",
 "Year 1999-2025"
 ]
}

 The dataset includes 15672 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025726-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.