cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.285xp7
title: Occurrence Download

description: A dataset containing 163 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 (Dryobates minor)",
 "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 163 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026443-250717081556266/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/12540835
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.nq8v49
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia paradoxa",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 118 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026444-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b9bkbe
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia paradoxa",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 48 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026447-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/1h7t-7z49
title: "Fine-Grained Clothing Classification"

description: "Fine-Grained Clothing Classification (FGCC) seeks to accurately distinguish specific subcategories of apparel. Compared to other Fine-Grained Visual Classification (FGVC) tasks, FGCC is more challenging due to pose variations and clothing style differences that cause significant deformation and occlusion. Moreover, the coupling of multiple attributes (e.g., color, pattern, and texture) not only blurs inter-class boundaries but also amplifies intra-class differences. To address these challenges, this study makes the following contributions: (1) An Adaptive Group Interaction Fusion (AGIF) module is proposed to adaptively group features and enhance representation through inter-group semantic interactions. (2) A Channel Attention with Feature Enhancement (CAFE) mechanism is introduced to refine channel-wise feature importance, enabling the model to focus on subtle but discriminative details while suppressing irrelevant signals. (3) A Spatial Feature Selection (SFS) mechanism is designed to emphasize key regions via multi-scale spatial attention, improving the model\u2019s sensitivity to fine-grained spatial patterns. (4) To support FGCC under real-world conditions, we construct FashionNet, a large-scale fine-grained fashion dataset comprising 892,841 clothing images across 162 subcategories and 8 attribute dimensions (e.g., sleeve type, collar shape, contour, fabric). Compared with existing datasets, FashionNet features higher category density, complex backgrounds, diverse viewpoints, and up-to-date fashion trends. It provides a rich and realistic benchmark for weakly supervised fine-grained classification. Comprehensive experiments conducted on FashionNet and two standard benchmarks demonstrate that our proposed framework achieves state-of-the-art classification performance, with a TOP-1 accuracy of 89.19%. These results highlight the model\u2019s effectiveness and robustness in tackling real-world FGCC challenges."
DOI: 10.15468/dl.chty4u
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 (Dryobates minor)",
 "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/0026448-250717081556266/datasets/export for details.
DOI: 10.15468/dl.n67azf
title: Occurrence Download

description: A dataset containing 1225 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bulbine frutescens"
 ]
}

 The dataset includes 1225 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026450-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2cgyy
title: Occurrence Download

description: A dataset containing 18519 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-1.70199 31.65177,30.95092 31.65177,30.95092 47.91684,-1.70199 47.91684,-1.70199 31.65177))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Passer italiae",
 "Year 2000-2020"
 ]
}

 The dataset includes 18519 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026451-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btwu2e
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026452-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ektja2
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026453-250717081556266/datasets/export for details.
DOI: 10.15468/dl.gg3yxa
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026454-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wn5q2f
title: Occurrence Download

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

 The dataset includes 36 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026455-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k95bz9
title: Occurrence Download

description: A dataset containing 835 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corbicula fluminea",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 835 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026456-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bgvvhz
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corbicula fluminea",
 "Country is Uruguay",
 "HasCoordinate is true"
 ]
}

 The dataset includes 32 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026459-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7tttda
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crossandra friesiorum",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026458-250717081556266/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.29554940
title: <i>Allium grayi</i> Regel polyploid

description: <i>Allium grayi</i> Regel is a seasonally limited small perennial herb of the subfamily <i>Allioideae</i>, and is endemic to Matsu,Taiwan. This whole plants of <i>Allium grayi</i> Regel holds nutritious, ornamental value, and biological pharmacological activity. Since its bulb size ranges from 1 to1.5 cm, this study evaluated for the first time to induce polyploidy using the bulbs of <i>Allium grayi</i> Regel as explants in vitro, with the expectation of increasing the bulb size.
DOI: 10.6084/m9.figshare.29554940.v1
title: <i>Allium grayi</i> Regel polyploid

description: <i>Allium grayi</i> Regel is a seasonally limited small perennial herb of the subfamily <i>Allioideae</i>, and is endemic to Matsu,Taiwan. This whole plants of <i>Allium grayi</i> Regel holds nutritious, ornamental value, and biological pharmacological activity. Since its bulb size ranges from 1 to1.5 cm, this study evaluated for the first time to induce polyploidy using the bulbs of <i>Allium grayi</i> Regel as explants in vitro, with the expectation of increasing the bulb size.
DOI: 10.6084/m9.figshare.29554940.v2
title: <i>Allium grayi</i> Regel polyploid

description: <i>Allium grayi</i> Regel is a seasonally limited small perennial herb of the subfamily <i>Allioideae</i>, and is endemic to Matsu,Taiwan. This whole plants of <i>Allium grayi</i> Regel holds nutritious, ornamental value, and biological pharmacological activity. Since its bulb size ranges from 1 to1.5 cm, this study evaluated for the first time to induce polyploidy using the bulbs of <i>Allium grayi</i> Regel as explants in vitro, with the expectation of increasing the bulb size.
DOI: 10.15468/dl.sc8faz
title: Occurrence Download

description: A dataset containing 14936 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kerria japonica"
 ]
}

 The dataset includes 14936 records from 463 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026457-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7acucm
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia verticillata",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 163 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026460-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3akrnw
title: Occurrence Download

description: A dataset containing 75677 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is one of (Asia, Europe)",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-18.52127 11.9286,96.98084 11.9286,96.98084 63.66867,-18.52127 63.66867,-18.52127 11.9286))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is CC-BY 4.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Passer hispaniolensis",
 "Year 2000-2020"
 ]
}

 The dataset includes 75677 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026433-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ks4733
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon",
 "Country is Malaysia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 32 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026462-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wdqyxk
title: Occurrence Download

description: A dataset containing 6252 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bulbine semibarbata"
 ]
}

 The dataset includes 6252 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026461-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jkn6bx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mylopharyngodon piceus",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026463-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rueanm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon",
 "Country is Marshall Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026464-250717081556266/datasets/export for details.
DOI: 10.15468/dl.wfxwyf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corbicula fluminea",
 "Country is Venezuela (Bolivarian Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026465-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.16290108
title: Charged Particle Scattering in Renormalizable Pionless Effective Field Theory at Next-to-Leading Order: The pd, dd, and p3He Case
DOI: 10.5281/zenodo.16290109
title: Charged Particle Scattering in Renormalizable Pionless Effective Field Theory at Next-to-Leading Order: The pd, dd, and p3He Case
DOI: 10.15468/dl.m64xuq
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dicliptera laxata",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 83 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026466-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16305343
title: Factors Influencing Utilization of Employee Assistance Programs to Support the Mental Health Needs of Employees: A Delphi Study
DOI: 10.5281/zenodo.16305344
title: Factors Influencing Utilization of Employee Assistance Programs to Support the Mental Health Needs of Employees: A Delphi Study
DOI: 10.15468/dl.v9kjys
title: Occurrence Download

description: A dataset containing 835 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kielmeyera petiolaris"
 ]
}

 The dataset includes 835 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026467-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mm2d46
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026470-250717081556266/datasets/export for details.
DOI: 10.15468/dl.7v5pka
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Albizia julibrissin",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 69 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026469-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u637qw
title: Occurrence Download

description: A dataset containing 18850 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Albizia julibrissin",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18850 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026471-250717081556266/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.29616455
title: Supplementary Material for: Global, regional, and national burden of motor neuron disease: a systematic analysis of prevalence, incidence, deaths, and DALYs with projections to 2036

description: Background: Motor Neuron Disease (MND) is a rare and fatal neurodegenerative disorder. Understanding its global, regional, and national burden is crucial for healthcare planning. However, existing studies have limitations such as data shortages, insufficient exploration of the impact of sociodemographic factors, and a lack of future projections.
Objective: To systematically analyze the global, regional, and national burden of MND from 1990 to 2021, project the trends until 2036, and identify the primary drivers of changes in disease burden, providing evidence for healthcare planning and policy - making.
Method: The latest data from the Global Burden of Disease (GBD) 2021 database were used to analyze the prevalence, incidence, mortality, and Disability - Adjusted Life Years (DALYs) of MND in 204 countries and territories. Multiple analytical methods were employed, including trend analysis, Joinpoint regression analysis, SDI correlation analysis, age - period - cohort analysis, decomposition analysis, and predictive analysis.
Results: From 1990 to 2021, the global number of MND cases, deaths, and DALYs increased significantly, while the age - standardized prevalence and incidence rates decreased. There were gender and age differences in the disease burden, and non - linear associations with the SDI. Decomposition analysis indicated that population growth and aging aggravated the disease burden to varying degrees, while the impact of epidemiological changes differed. Projections showed that after 2021, the prevalence, incidence, and mortality of MND would exhibit different trends in the total population, males, and females, with a possible increase in male DALYs.
Conclusions: The burden of MND is on the rise, with differences across genders, ages, and regions. This study provides important references for healthcare planning and policy - making. Future research should further explore the etiology, improve treatment strategies, and implement targeted public health interventions.
DOI: 10.6084/m9.figshare.29616455.v1
title: Supplementary Material for: Global, regional, and national burden of motor neuron disease: a systematic analysis of prevalence, incidence, deaths, and DALYs with projections to 2036

description: Background: Motor Neuron Disease (MND) is a rare and fatal neurodegenerative disorder. Understanding its global, regional, and national burden is crucial for healthcare planning. However, existing studies have limitations such as data shortages, insufficient exploration of the impact of sociodemographic factors, and a lack of future projections.
Objective: To systematically analyze the global, regional, and national burden of MND from 1990 to 2021, project the trends until 2036, and identify the primary drivers of changes in disease burden, providing evidence for healthcare planning and policy - making.
Method: The latest data from the Global Burden of Disease (GBD) 2021 database were used to analyze the prevalence, incidence, mortality, and Disability - Adjusted Life Years (DALYs) of MND in 204 countries and territories. Multiple analytical methods were employed, including trend analysis, Joinpoint regression analysis, SDI correlation analysis, age - period - cohort analysis, decomposition analysis, and predictive analysis.
Results: From 1990 to 2021, the global number of MND cases, deaths, and DALYs increased significantly, while the age - standardized prevalence and incidence rates decreased. There were gender and age differences in the disease burden, and non - linear associations with the SDI. Decomposition analysis indicated that population growth and aging aggravated the disease burden to varying degrees, while the impact of epidemiological changes differed. Projections showed that after 2021, the prevalence, incidence, and mortality of MND would exhibit different trends in the total population, males, and females, with a possible increase in male DALYs.
Conclusions: The burden of MND is on the rise, with differences across genders, ages, and regions. This study provides important references for healthcare planning and policy - making. Future research should further explore the etiology, improve treatment strategies, and implement targeted public health interventions.