cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16890633
title: Objective evaluation of image quality in planning CT and its impact on radiosurgery: Therapeutic Impact

description: This dataset results from the objective assessment of image quality of a SOMATOM go.Sim CT scanner at the ABC Medical Center, Observatorio Campus, Mexico City, Mexico. The therapeutic impact was evaluated in the contouring task through 3 metrics: the Dice Index, the gamma index and the DVH. 

A comparison of two PTVs was performed. PTV contours were generated in the patient's CT reconstructed with the standard reconstruction kernel (reference), in the CT reconstructed with a proposed kernel (K) and in the patient's RMI.

The dataset contains the resulting distributions of the Dice and Gamma indices obtained of the comparison between the contours made on the CT (whether the reference kernel or the proposed kernel) and the contours made on the RMI, for each PTV in a .mat format. 

Dose Volume Histograms (DVH)

The corresponding DVH for every PTV contoured in every CT and RMI is saved in a .m format. 

DVHPTV1ref.mat, for example, corresponds to the DVH data for the PTV1 contoured on the CT reconstructed with the standard kernel. Additional files follow the same convention for the other PTV and the proposed kernel. All the DVHs for each PTV are saved in .png files named DVHsPTV1.png and DVHsPTV2.png. 

A margin of normal tissue was also assessed for this study. The corresponding DVH is saved in a .mat format. 

DVHShellPTV1ref.mat, for example, corresponds to the DVH data for the margin volume, called shell, of the PTV1 contoured on the CT reconstructed with the standard kernel. Additional files follow the same convention for the other PTV and the proposed kernel. All the DVHs for each Shell are saved in  .png files named DVHsShellsPTV1.png and DVHsShellsPTV2.png. 

 Dice Index distributions

DiceKRMI1.mat corresponds to the Dice Index distributions between the contours made on the CT reconstructed with the proposed kernel and the contours made on the RMI for PTV1. Additional files follow the same convention for the other PTV and the reference kernel.

Gamma Index distributions

gPTV1KRMI.mat corresponds to the Gamma Index distributions between the contours made on the CT reconstructed with the proposed kernel and the contours made on the RMI for PTV1. Additional files follow the same convention for the other PTV and the reference kernel.
DOI: 10.5281/zenodo.16890632
title: Objective evaluation of image quality in planning CT and its impact on radiosurgery: Therapeutic Impact

description: This dataset results from the objective assessment of image quality of a SOMATOM go.Sim CT scanner at the ABC Medical Center, Observatorio Campus, Mexico City, Mexico. The therapeutic impact was evaluated in the contouring task through 3 metrics: the Dice Index, the gamma index and the DVH. 

A comparison of two PTVs was performed. PTV contours were generated in the patient's CT reconstructed with the standard reconstruction kernel (reference), in the CT reconstructed with a proposed kernel (K) and in the patient's RMI.

The dataset contains the resulting distributions of the Dice and Gamma indices obtained of the comparison between the contours made on the CT (whether the reference kernel or the proposed kernel) and the contours made on the RMI, for each PTV in a .mat format. 

Dose Volume Histograms (DVH)

The corresponding DVH for every PTV contoured in every CT and RMI is saved in a .m format. 

DVHPTV1ref.mat, for example, corresponds to the DVH data for the PTV1 contoured on the CT reconstructed with the standard kernel. Additional files follow the same convention for the other PTV and the proposed kernel. All the DVHs for each PTV are saved in .png files named DVHsPTV1.png and DVHsPTV2.png. 

A margin of normal tissue was also assessed for this study. The corresponding DVH is saved in a .mat format. 

DVHShellPTV1ref.mat, for example, corresponds to the DVH data for the margin volume, called shell, of the PTV1 contoured on the CT reconstructed with the standard kernel. Additional files follow the same convention for the other PTV and the proposed kernel. All the DVHs for each Shell are saved in  .png files named DVHsShellsPTV1.png and DVHsShellsPTV2.png. 

 Dice Index distributions

DiceKRMI1.mat corresponds to the Dice Index distributions between the contours made on the CT reconstructed with the proposed kernel and the contours made on the RMI for PTV1. Additional files follow the same convention for the other PTV and the reference kernel.

Gamma Index distributions

gPTV1KRMI.mat corresponds to the Gamma Index distributions between the contours made on the CT reconstructed with the proposed kernel and the contours made on the RMI for PTV1. Additional files follow the same convention for the other PTV and the reference kernel.
DOI: 10.15468/dl.6s5zx6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Molinia caerulea breviramea, Molinia caerulea breviramosa, Molinia caerulea compacta, Molinia caerulea depauperata, Molinia caerulea divaricata, Molinia caerulea expansa, Molinia caerulea flavescens, Molinia caerulea flavescens, Molinia caerulea foliosa, Molinia caerulea humilis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043858-250811113504898/datasets/export for details.
DOI: 10.7910/dvn/kp5q9h
title: Replication Data for: Attainment of Global Diabetes Targets: A Pooled Analysis of Individual-Level Data from National Surveys in 100 Low-, Middle-, and High-Income Countries

description: Replication code for "Attainment of Global Diabetes Targets: A Pooled Analysis of Individual-Level Data from National Surveys in 100 Low-, Middle-, and High-Income Countries"
DOI: 10.15468/dl.swte8w
title: Occurrence Download

description: A dataset containing 1449 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum lucidum",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1449 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043861-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yjkkr6
title: Occurrence Download

description: A dataset containing 8749 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Myrmecophaga tridactyla)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8749 records from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043859-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jbvgfp
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum lucidum",
 "Country is Georgia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 31 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043862-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mhmsjm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Molinia caerulea latifolia, Molinia caerulea lightfootii, Molinia caerulea major, Molinia caerulea major, Molinia caerulea minima, Molinia caerulea minima, Molinia caerulea minima, Molinia caerulea minor, Molinia caerulea minor, Molinia caerulea minor)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043864-250811113504898/datasets/export for details.
DOI: 10.15468/dl.2f2gch
title: Occurrence Download

description: A dataset containing 297 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Thomasomys aureus"
 ]
}

 The dataset includes 297 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043860-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9qss2e
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum lucidum",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043863-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vrre3
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043865-250811113504898/datasets/export for details.
DOI: 10.15468/dl.kuamht
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Records of sea urchins species of genus Abatus in Antarctic and Subantarctic environments"
 ]
}

 The dataset includes 30 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043866-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2cd5mh
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043868-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k5jdqa
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043867-250811113504898/datasets/export for details.
DOI: 10.15468/dl.g3esz6
title: Occurrence Download

description: A dataset containing 57552 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "OccurrenceStatus is Present",
 "StateProvince is Pangasinan"
 ]
}

 The dataset includes 57552 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043800-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16941773
title: OBN Seismic Interferometry modeling dataset

description: This zip file provides the dataset and corresponding SPECFEM3D model files (meshfem_3D_files) used in the paper:

Pandey, A., Girard, A., & Shragge, J. (2025). First-order Control Factors for Ocean-bottom Ambient Seismology Interferometric Observations. EarthArXiv eprints, X5R143.
DOI: 10.5281/zenodo.16941774
title: OBN Seismic Interferometry modeling dataset

description: This zip file provides the dataset and corresponding SPECFEM3D model files (meshfem_3D_files) used in the paper:

Pandey, A., Girard, A., & Shragge, J. (2025). First-order Control Factors for Ocean-bottom Ambient Seismology Interferometric Observations. EarthArXiv eprints, X5R143.
DOI: 10.34740/kaggle/dsv/12868057
title: US counties COVID 19 dataset
DOI: 10.15468/dl.hqnx2e
title: Occurrence Download

description: A dataset containing 1239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum lucidum",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1239 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043870-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zwqev5
title: Occurrence Download

description: A dataset containing 373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum lucidum",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 373 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043871-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pxhyqp
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum lucidum",
 "Country is Lesotho",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043872-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.khf7wp
title: Occurrence Download

description: A dataset containing 234843 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-122.84224 42.14964,-122.85364 41.73144,-122.38448 41.73853,-122.36549 42.15105,-122.84224 42.14964))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 234843 records from 282 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043821-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wgbmse
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043873-250811113504898/datasets/export for details.
DOI: 10.15468/dl.2mt8xu
title: Occurrence Download

description: A dataset containing 571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum lucidum",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 571 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043874-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tsbvk7
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043875-250811113504898/datasets/export for details.
DOI: 10.15468/dl.gskxpr
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043877-250811113504898/datasets/export for details.
DOI: 10.15468/dl.2w74bg
title: Occurrence Download

description: A dataset containing 11129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum lucidum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11129 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043876-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjq4gy
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum lucidum",
 "Country is Uruguay",
 "HasCoordinate is true"
 ]
}

 The dataset includes 84 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043878-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzew87
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum lucidum",
 "Country is Zimbabwe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043879-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87tk93
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043880-250811113504898/datasets/export for details.
DOI: 10.15468/dl.8g5q44
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043881-250811113504898/datasets/export for details.
DOI: 10.15468/dl.4envwz
title: Occurrence Download

description: A dataset containing 372 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum sinense",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 372 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043882-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ab7vpv
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum sinense",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 36 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043884-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r5y8pf
title: Occurrence Download

description: A dataset containing 16062 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum sinense",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16062 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043883-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4kgk9n
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043885-250811113504898/datasets/export for details.
DOI: 10.5281/zenodo.16942897
title: Wind-stress perturbation experiments in CESM2

description: This respository hosts the data and scripts needed to repeat the analysis of our manuscript submitted for review, entitled "Trade winds and climate sensitivity set the pace of warming the eastern equatorial Pacific." A user should unzip the sim_data and script_data directories, and they will be able to execute the following scripts with the appropriate python packages. Data has not yet been reviewed and should be considered preliminary.
DOI: 10.5281/zenodo.16942896
title: Wind-stress perturbation experiments in CESM2

description: This respository hosts the data and scripts needed to repeat the analysis of our manuscript submitted for review, entitled "Trade winds and climate sensitivity set the pace of warming the eastern equatorial Pacific." A user should unzip the sim_data and script_data directories, and they will be able to execute the following scripts with the appropriate python packages. Data has not yet been reviewed and should be considered preliminary.
DOI: 10.15468/dl.9j42xn
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum sinense",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 36 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043886-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hh23s2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum sinense",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043887-250811113504898/datasets/export for details.
DOI: 10.15468/dl.teb3r4
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043888-250811113504898/datasets/export for details.
DOI: 10.7283/t5154f0r
title: GEOMEX 1996
DOI: 10.7283/t5wd3xh2
title: Baja California 1998
DOI: 10.7283/t5057cvz
title: Columbia River Transect 2001
DOI: 10.7283/t53x84kc
title: Cove Base 2000
DOI: 10.7283/t57p8w9q
title: Columbia River Transect 1999
DOI: 10.7283/t5cc0xm8
title: Cove Base 2001
DOI: 10.7283/t5h41pb0
title: CLEW 2001
DOI: 10.7283/t5mw2f2d
title: Baja California 1996
DOI: 10.7283/t5rn35sq
title: CLEW 1998/1999
DOI: 10.7283/t5qn64nb
title: Hanford 2002
DOI: 10.7283/t5vd6wcp
title: Hanford 2000
DOI: 10.7283/t5kw5cxm
title: Garlock 2000
DOI: 10.7283/t5g44n6m
title: Garlock 2001 06 (Jun)
DOI: 10.7283/t5pn93hz
title: Goldstone 2000