cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.b3v83g
title: Occurrence Download

description: A dataset containing 4163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirsium nipponicum (Maxim.) Makino",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Japan"
 ]
}

 The dataset includes 4163 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049421-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26299171.v6
title: Urban-EPR.rar

description: Data and code for manuscript titled "Urban-EPR: A universal model for simulating intra-urban human mobility".
DOI: 10.15468/dl.v9eg6n
title: Occurrence Download

description: A dataset containing 4163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirsium nipponicum (Maxim.) Makino",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Japan"
 ]
}

 The dataset includes 4163 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049422-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28098422
title: AAAPI Campus Experiences During COVID

description: This study aimed to understand the experiences of the Asian, Asian American, and Pacific Islander students, faculty, and staff on college/ university campuses in the United States after COVID-19 and identify factors for enhancing their well-being and experiences.
DOI: 10.6084/m9.figshare.26299171.v7
title: Urban-EPR.rarUrban-EPR: A universal model for simulating intra-urban human mobility

description: Data and code for manuscript titled "Urban-EPR: A universal model for simulating intra-urban human mobility".
DOI: 10.15468/dl.sc2cbe
title: Occurrence Download

description: A dataset containing 1419204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "TaxonKey is Amphibia",
 "Year 1980-2024"
 ]
}

 The dataset includes 1419204 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049423-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4dw55j
title: Occurrence Download

description: A dataset containing 1451839 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "TaxonKey is Amphibia",
 "Year 1975-2024"
 ]
}

 The dataset includes 1451839 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049424-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yaczad
title: Occurrence Download

description: A dataset containing 73917 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Araneae"
 ]
}

 The dataset includes 73917 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049425-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14559729
title: Synth-MS : A synthetic dataset for MS Lesion Segmentation

description: To address the challenge of limited annotated data and improve the accuracy of automated lesion segmentation in Multiple Sclerosis (MS), we generated a synthetic dataset comprising 80,000 brain MRI slices using our proposed Lesion-Guided Diffusion Network. This network is conditioned on lesion masks and lesion-specific features to produce realistic and anatomically consistent brain images with demyelinating lesions. Each synthetic image adheres to the applied conditioning, ensuring that the lesions exhibit plausible spatial distributions and morphological characteristics consistent with MS pathology.

The dataset also incorporates variability in lesion size, shape, and distribution through probabilistic lesion placement and morphological transformations applied during the Synthetic Mask Generation phase. This diversity enhances the dataset's utility for pre-training segmentation models, enabling them to generalize better to real-world data. The generated dataset represents a significant resource for advancing automated MS lesion segmentation and broader medical imaging applications, addressing the critical issue of data scarcity while maintaining clinical relevance.
DOI: 10.5281/zenodo.14559730
title: Synth-MS : A synthetic dataset for MS Lesion Segmentation

description: To address the challenge of limited annotated data and improve the accuracy of automated lesion segmentation in Multiple Sclerosis (MS), we generated a synthetic dataset comprising 80,000 brain MRI slices using our proposed Lesion-Guided Diffusion Network. This network is conditioned on lesion masks and lesion-specific features to produce realistic and anatomically consistent brain images with demyelinating lesions. Each synthetic image adheres to the applied conditioning, ensuring that the lesions exhibit plausible spatial distributions and morphological characteristics consistent with MS pathology.

The dataset also incorporates variability in lesion size, shape, and distribution through probabilistic lesion placement and morphological transformations applied during the Synthetic Mask Generation phase. This diversity enhances the dataset's utility for pre-training segmentation models, enabling them to generalize better to real-world data. The generated dataset represents a significant resource for advancing automated MS lesion segmentation and broader medical imaging applications, addressing the critical issue of data scarcity while maintaining clinical relevance.
DOI: 10.15468/dl.mkaa6m
title: Occurrence Download

description: A dataset listing the 2595 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Araneae"
 ]
}

 The dataset's 2595 records were derived from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049426-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zwnkz
title: Occurrence Download

description: A dataset containing 4163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirsium nipponicum (Maxim.) Makino",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Japan"
 ]
}

 The dataset includes 4163 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049428-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.49rxut
title: Occurrence Download

description: A dataset containing 11759 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tapirus terrestris (Linnaeus, 1758)"
 ]
}

 The dataset includes 11759 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049429-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14560224
title: Datasets for quantifying association between short-term exposure to maximum temperature and heatstroke-related ambulance dispatches in Japan: a time-stratified case-crossover design

description: The R script reproduces analysis for the association between short-term exposure to maximum temperature and heatstroke-related ambulance dispatches with a two-stage time-stratified case-crossover design.
DOI: 10.5281/zenodo.14560225
title: Datasets for quantifying association between short-term exposure to maximum temperature and heatstroke-related ambulance dispatches in Japan: a time-stratified case-crossover design

description: The R script reproduces analysis for the association between short-term exposure to maximum temperature and heatstroke-related ambulance dispatches with a two-stage time-stratified case-crossover design.
DOI: 10.15468/dl.bmztt5
title: Occurrence Download

description: A dataset containing 11759 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tapirus terrestris (Linnaeus, 1758)"
 ]
}

 The dataset includes 11759 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049430-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10307102
title: WallStreetBets 2022
DOI: 10.6084/m9.figshare.28742078
title: <b>LongYuening: The Impact of Social Media Marketing on Chinese Consumers' Willingness to Pay Green Premiums</b>

description: Title:"Complete Dataset on Social Media Marketing, Green Marketing, and Willingness to Pay Green Premiums Among Chinese Consumers"<br>Description:This dataset supports the research presented in the paper "The Impact of Social Media Marketing on Chinese Consumers' Willingness to Pay Green Premiums: The Mediating Effect of Green Marketing." It includes complete survey data and analytical files investigating how social media marketing influences Chinese consumers' willingness to pay premiums for green products, with green marketing as a mediator.<br>Dataset Contents:1. Primary Data Files: Longyuening_数据_Green Premiums.xlsx (74.56 KB)(Chinese version); LongYuening_Date_Green Premiums.xlsx (77.14 KB)(English version): Raw survey data (Chinese version) containing:Consumer responses on social media marketing effectivenessPerceptions of green marketing initiativesWillingness to pay green premiums (7-point Likert scale)Demographic information (age, gender, income, education level)2. Survey Questionnaire: Longyuening_Questionnaire问卷星_ Green Premiums.docx(Chinese version);Longyuening_QuestionnaireWenjuanxing_Green Premiums.docx (18.56 KB)(English version): Original bilingual questionnaire used for data collection, including:Item wordingsScale anchorsResponse options3. Analysis Files:Structural Equation Modeling (SEM):Longyuening_Path Analysis and SEM_Green Premiums.amw (76.94 KB): AMOS project fileLongyuening_Path Analysis_Green Premiums.amosoutput (1.32 MB): Complete SEM outputLongyuening_Path Analysis_Green Premiums.amp (23.50 KB): AMOS path diagram4. Statistical Analyses:Longyuening_Mediation Effect Analysis_Green Premiums.txt (154 Bytes): Mediation test resultsLongyuening_Reliability Analysis_Green Premiums.htm (888.17 KB): Reliability statistics (Cronbach’sα, composite reliability)Longyuening_Validity Analysis and Exporatory Factor Analysis_Green Premiums.htm (1.10 MB): Exploratory factor analysis (EFA) and validity test results<b>Key Features:</b>Complete bilingual dataset (Chinese/English)Comprehensive analytical files for SEM reproductionDetailed survey instrument documentationCleaned and ready-to-use data formatsThis dataset provides researchers with all necessary materials to examine the relationships between social media marketing, green marketing perceptions, and green premium willingness in the Chinese consumer context.<br><br>
DOI: 10.15468/dl.7w5f95
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((143.73097 -43.90407,148.87019 -43.90407,148.87019 -39.50564,143.73097 -39.50564,143.73097 -43.90407))",
 "HasCoordinate is true",
 "TaxonKey is Asparagopsis armata Harv."
 ]
}

 The dataset includes 146 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017698-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gv9qbd
title: Occurrence Download

description: A dataset containing 3660 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agrostis scabra Willd.",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 3660 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035469-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jlbi9e
title: Occurrence Download

description: A dataset containing 7607 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydrocotyle ranunculoides L.fil."
 ]
}

 The dataset includes 7607 records from 222 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035469-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57xhea
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Garcinia semseii Verdc."
 ]
}

 The dataset includes 32 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003664-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.59469s
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-94.1748 19.21988,-94.2627 15.6992,-89.34082 12.20259,-87.49512 11.51447,-86.26465 9.87362,-84.68262 8.39847,-82.39746 6.74317,-79.76074 5.78215,-78.09082 6.9177,-76.77246 9.35368,-78.96973 10.04675,-82.0459 10.30627,-82.48535 12.37434,-81.51855 15.86835,-84.68262 16.79613,-87.23145 16.79613,-86.00098 21.03529,-86.61621 22.09786,-88.5498 22.17927,-91.18652 21.28118,-91.3623 19.96509,-94.1748 19.21988))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zimmerius vilissimus (P.L.Sclater & Salvin, 1859)",
 "Year 1980-2021"
 ]
}

 The dataset includes 38 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0346800-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x0cqgp
title: Occurrence Download

description: A dataset containing 472003 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agrostis stolonifera L.",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 472003 records from 464 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035470-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ymkhsf
title: Occurrence Download

description: A dataset containing 201479 species occurrences available in GBIF matching the query:
{
 "GadmGid" : [
 "is NLD.7.23_1"
 ]
}

 The dataset includes 201479 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0223085-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vwkb6q
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Niviventer eha (Wroughton, 1916)"
 ]
}

 The dataset includes 156 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061396-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g4bhb3
title: Occurrence Download

description: A dataset containing 7315 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spodoptera litura (Fabricius, 1775)"
 ]
}

 The dataset includes 7315 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045747-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jaqewm
title: Occurrence Download

description: A dataset containing 2772 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lagarosiphon major (Ridl.) Moss"
 ]
}

 The dataset includes 2772 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035471-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mrs3s
title: Occurrence Download

description: A dataset containing 6465 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Antilocapra americana (Ord, 1815)"
 ]
}

 The dataset includes 6465 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0223089-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3m5asw
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aconitum finetianum Hand.-Mazz."
 ]
}

 The dataset includes 60 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045748-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k6aqg8
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Festuca poluninii E.B.Alexeev"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003669-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rovq9e
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 2000-2018",
 "Geometry POLYGON((-141.70715 46.46434,-115.16418 18.42053,-60.1007 25.00265,-48.90014 49.44312,-141.70715 46.46434))",
 "TaxonKey is Magnolia macrophylla Michx.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 78 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035473-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uckfpr
title: Occurrence Download

description: A dataset containing 1114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (France, Spain, Andorra)",
 "OccurrenceStatus is Present",
 "TaxonKey is Helix lucorum Linnaeus, 1758"
 ]
}

 The dataset includes 1114 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061393-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fjw5yn
title: Occurrence Download

description: A dataset containing 4186 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Juniperus deppeana Steud."
 ]
}

 The dataset includes 4186 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120754-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qiodoh
title: Occurrence Download

description: A dataset containing 14129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ajuga chamaepitys (L.) Schreb.",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 14129 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035475-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2efkkh
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Microgale brevicaudata G.Grandidier, 1899"
 ]
}

 The dataset includes 52 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062938-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwrqpx
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cirripectes gilberti Williams, 1988"
 ]
}

 The dataset includes 12 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059218-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qgek0w
title: Occurrence Download

description: A dataset containing 1231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Albizia adianthifolia (Schumach.) W.Wight",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 1231 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035477-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1181601.10fu
title: SH1181601.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.