cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.a79wxs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zetzellia mali",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001971-260225131425191/datasets/export for details.
DOI: 10.15468/dl.2bsa44
title: Occurrence Download

description: A dataset containing 211 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hemidactylus brasilianus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 211 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001969-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpbvkb
title: Occurrence Download

description: A dataset containing 10691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Querula purpurata",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10691 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001970-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t89tza
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",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Apogon maculatus"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001972-260225131425191/datasets/export for details.
DOI: 10.15468/dl.6e4csf
title: Occurrence Download

description: A dataset containing 199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is China",
 "TaxonKey is Microula trichocarpa"
 ]
}

 The dataset includes 199 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001973-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2cjv5
title: Occurrence Download

description: A dataset containing 36811 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asparagus asparagoides",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 36811 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001974-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p6k4kp
title: Occurrence Download

description: A dataset containing 582 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stethorus punctillum",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 582 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001975-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykv4r6
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Akysis prashadi)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078320-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdgwsd
title: Occurrence Download

description: A dataset containing 3 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 (Donacobius atricapilla)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078322-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e2y36f
title: Occurrence Download

description: A dataset containing 980 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lyctus brunneus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 980 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078321-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mpkbbc367j.1
title: Novel radiation-derived gene blueprint stratifying patients with breast cancer

description: Breast cancer (BC) is a prevalent global malignancy with a high recurrence rate. The effectiveness of predictive, preventive, and personalized treatment strategies is limited by a lack of reliable prognostic biomarkers. Radiotherapy significantly reduces breast cancer recurrence risk and prolongs patients’ lives. However, the role of radiation-related genes in breast cancer remains unclear.Differentially expressed radiation-related genes were identified through analysis of the BRCA gene expression matrix between radiation and non-radiation groups. Multi-omics investigation, including bulk and single-cell RNA sequencing, was conducted to explore these genes in breast cancer. A risk model was developed using random forest, stepAIC, and LASSO Cox regression analyses to predict prognosis, immune cell infiltration, immunotherapy response, and targeted drug sensitivity based on radiation-related gene expression profiles. Functional differences were assessed via Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway and Gene Ontology (GO) enrichment analyses. We identified 133 radiation-related differentially expressed genes (DEGs), with 26 hub genes selected via LASSO and random forest models. Single-cell analysis revealed enrichment of radiation-related scores primarily in malignant cells. The radiation-related risk model, validated in the METABRIC dataset and an independent prognostic indicator in the TCGA-BRCA cohort, showed that low-risk patients had higher overall survival rates than high-risk patients. Risk scores correlated with immune infiltration, and low-risk patients exhibited greater immunotherapy response based on immune checkpoint gene expression. Drug sensitivity to gemcitabine, lapatinib, methotrexate, and doxorubicin varied across risk groups. To put it briefly, a strong efficient risk model was created to forecast prognosis, TME features, reactions to immunotherapy targeted medications in BRCA. This might lead to new understandings of individualized accurate treatment approaches. To facilitate clinical application, we have developed an R package and Excel-based calculator tool that enables clinicians to easily calculate patient risk scores using the 8-gene signature. These tools, along with detailed usage instructions, are freely available in the supplementary materials and GitHub repository.
DOI: 10.3535/x9s-728-l35
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3hg-svd-yee
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4tf-1ql-5vc
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ds3-fda-6rk
title: Rodentia Bowdich, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x7r-61j-k75
title: †Cycloclypeus communis Martin, 1880

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2k1-3rv-set
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/my4-3zn-dqp
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/njd-634-qk7
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lmk-aa0-wz8
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zp5-rzd-t7e
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kb7-v4e-xak
title: Desmoceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r1a-bh5-png
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zks-mkj-aqm
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/xh3ghf3jbg
title: FoodBD: A Polygon-Annotated Meal Image Dataset of Bangladeshi Cuisine with Visual and Nutritional Labels

description: FoodBD dataset, a novel food image dataset comprising 3,523 smartphone-captured meal images of Bangladeshi cuisine. Each image is annotated with polygon-based segmentation of individual food items spanning 67 categories. Additionally, 1,837 images include detailed nutritional information: carbohydrate, protein, fat, fiber, calorie, and glycemic load, estimated by a nutrition expert. FoodBD enables a wide range of tasks including multi-label classification, object detection, semantic segmentation, and nutrition estimation.
DOI: 10.3535/hag-b8q-aq0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/keq-byn-zav
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bpl-855-qpp
title: †Echinocorys Leske, 1778

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qpg-c6g-4de
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/xh3ghf3jbg.2
title: FoodBD: A Polygon-Annotated Meal Image Dataset of Bangladeshi Cuisine with Visual and Nutritional Labels

description: FoodBD dataset, a novel food image dataset comprising 3,523 smartphone-captured meal images of Bangladeshi cuisine. Each image is annotated with polygon-based segmentation of individual food items spanning 67 categories. Additionally, 1,837 images include detailed nutritional information: carbohydrate, protein, fat, fiber, calorie, and glycemic load, estimated by a nutrition expert. FoodBD enables a wide range of tasks including multi-label classification, object detection, semantic segmentation, and nutrition estimation.
DOI: 10.17632/z7rmdkr2v8
title: Demographics, clinical characteristics, and cancer outcomes of the general cohort.

description: Table 1. Demographics, clinical characteristics, and cancer outcomes of the general cohort. Data are presented as the mean (SD), median (Q1, Q3) or n (%). NHB - Non-Hispanic Black; AA – African American; SD – standard deviation; BMI – body mass index; HCC – hepatocellular carcinoma; SCC – squamous cell carcinoma (cutaneous); CM – cutaneous metastasis.
*Some patients had more than 1 CM site and more than 1 type of skin lesion; therefore, the total count reflects these findings.
DOI: 10.3535/9h8-83z-rjt
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wjb-d5z-eqv
title: †Kayserella Hall & Clarke, 1892

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k6t-ww2-gdd
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/z7rmdkr2v8.2
title: Demographics, clinical characteristics, and cancer outcomes of the general cohort.

description: Table 1. Demographics, clinical characteristics, and cancer outcomes of the general cohort. Data are presented as the mean (SD), median (Q1, Q3) or n (%). NHB - Non-Hispanic Black; AA – African American; SD – standard deviation; BMI – body mass index; HCC – hepatocellular carcinoma; SCC – squamous cell carcinoma (cutaneous); CM – cutaneous metastasis.
*Some patients had more than 1 CM site and more than 1 type of skin lesion; therefore, the total count reflects these findings.
DOI: 10.3535/n3g-984-4fb
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p39-f5k-q03
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.es6pqm
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020249-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/s55-mr9-zyf
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v6d-wq5-02h
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5lb-5p8-gdj
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6yq-9cz-ysg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/byv-fzq-dmm
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dsc-2mw-ch5
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h6j-21s-pv6
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/3n9vv2x4xt.2
title: Bangladesh Labor Act, 2006 Bangla Dataset For NLP

description: This dataset consists of a collection of question-and-answer pairs based on the Bangladesh Labor Act, 2006, designed for Bangla Natural Language Processing (NLP) tasks. It serves as a resource for training and evaluating machine learning models in understanding labor law concepts, regulations, and legal frameworks specific to Bangladesh. The dataset includes a variety of labor-related queries, providing valuable insights for legal automation, AI-powered legal assistance, and policy analysis in the context of Bangladeshi labor laws. 

Now, the dataset has been "updated" to include an "English version" of the question-and-answer pairs. This updated dataset will allow for broader usage in NLP tasks, making it more accessible for international and English-speaking users working on labor law automation and analysis. The updated English version serves the same purpose as the original Bengali dataset but expands its reach to a global audience for applications like AI-powered legal assistance, machine learning model training, and policy analysis.
DOI: 10.3535/4em-22h-app
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/922-4w4-lpw
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c73-21h-d8r
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/mtbpbdsknw
title: Compromise or Conflict (Democratization) - dataset

description: American National Election Study time series data: 2008 to 2024. Focus on democracy attitudes and ideological grouping of respondents in each wave.
DOI: 10.3535/avd-yhz-bx3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b3w-fst-x4v
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e6g-asj-kg1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/mtbpbdsknw.1
title: Compromise or Conflict (Democratization) - dataset

description: American National Election Study time series data: 2008 to 2024. Focus on democracy attitudes and ideological grouping of respondents in each wave.
DOI: 10.3535/70z-0a2-x9x
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8qr-ex9-j39
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sh8-2rp-a43
title: Capra hircus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2n1-561-l7p
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cah-wek-tjs
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/akv-jtn-6nt
title: Rangifer tarandus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yvt-rsf-wxc
title: Bison C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kjv-bf1-t91
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l0j-t83-gvt
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6d6-nd1-lmd
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/my3-m3h-0h8
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.hksxjv
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphilectus fucorum",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010077-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc777wk
title: CCDC 215508: Experimental Crystal Structure Determination

description: Related Article: S.M.Aucott, H.L.Milton, S.D.Robertson, A.M.Z.Slawin, G.D.Walker, J.D.Woollins|2004|Chem.-Eur.J.|10|1666|doi:10.1002/chem.200305352
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc777xl
title: CCDC 215509: Experimental Crystal Structure Determination

description: Related Article: S.M.Aucott, H.L.Milton, S.D.Robertson, A.M.Z.Slawin, G.D.Walker, J.D.Woollins|2004|Chem.-Eur.J.|10|1666|doi:10.1002/chem.200305352
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc777ym
title: CCDC 215510: Experimental Crystal Structure Determination

description: Related Article: S.M.Aucott, H.L.Milton, S.D.Robertson, A.M.Z.Slawin, G.D.Walker, J.D.Woollins|2004|Chem.-Eur.J.|10|1666|doi:10.1002/chem.200305352
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc777zn
title: CCDC 215511: Experimental Crystal Structure Determination

description: Related Article: S.M.Aucott, H.L.Milton, S.D.Robertson, A.M.Z.Slawin, G.D.Walker, J.D.Woollins|2004|Chem.-Eur.J.|10|1666|doi:10.1002/chem.200305352
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.