cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26735547.v1
title: Additional file 7 of Associations of neighborhood sociodemographic environment with mortality and circulating metabolites among low-income black and white adults living in the southeastern United States

description: Additional file 7: The result of pathway enrichment analysis for neighborhood sociodemographic environment-related metabolites.
DOI: 10.6084/m9.figshare.26735547
title: Additional file 7 of Associations of neighborhood sociodemographic environment with mortality and circulating metabolites among low-income black and white adults living in the southeastern United States

description: Additional file 7: The result of pathway enrichment analysis for neighborhood sociodemographic environment-related metabolites.
DOI: 10.5281/zenodo.13340130
title: JAR_Onion Chicken Chicken Soup Seasoning

description: This datasheet presents the consumer preferences against onion chicken soup seasoning towards the top four brands in Indonesia evaluated using 3 scales JAR method.
DOI: 10.5281/zenodo.13340131
title: JAR_Onion Chicken Chicken Soup Seasoning

description: This datasheet presents the consumer preferences against onion chicken soup seasoning towards the top four brands in Indonesia evaluated using 3 scales JAR method.
DOI: 10.6084/m9.figshare.26735586
title: Additional file 7 of Standardized generation of human iPSC-derived hematopoietic organoids and macrophages utilizing a benchtop bioreactor platform under fully defined conditions

description: Additional file 7.
DOI: 10.6084/m9.figshare.26735586.v1
title: Additional file 7 of Standardized generation of human iPSC-derived hematopoietic organoids and macrophages utilizing a benchtop bioreactor platform under fully defined conditions

description: Additional file 7.
DOI: 10.6084/m9.figshare.26735589
title: Additional file 8 of Standardized generation of human iPSC-derived hematopoietic organoids and macrophages utilizing a benchtop bioreactor platform under fully defined conditions

description: Additional file 8.
DOI: 10.6084/m9.figshare.26735589.v1
title: Additional file 8 of Standardized generation of human iPSC-derived hematopoietic organoids and macrophages utilizing a benchtop bioreactor platform under fully defined conditions

description: Additional file 8.
DOI: 10.6084/m9.figshare.26735592
title: Additional file 9 of Standardized generation of human iPSC-derived hematopoietic organoids and macrophages utilizing a benchtop bioreactor platform under fully defined conditions

description: Additional file 9.
DOI: 10.6084/m9.figshare.26735592.v1
title: Additional file 9 of Standardized generation of human iPSC-derived hematopoietic organoids and macrophages utilizing a benchtop bioreactor platform under fully defined conditions

description: Additional file 9.
DOI: 10.6084/m9.figshare.26735634
title: Additional file 4 of Tissue- and time-dependent metabolite profiles during early grain development under normal and high night-time temperature conditions

description: Supplementary Material 4.
DOI: 10.6084/m9.figshare.26735634.v1
title: Additional file 4 of Tissue- and time-dependent metabolite profiles during early grain development under normal and high night-time temperature conditions

description: Supplementary Material 4.
DOI: 10.6084/m9.figshare.26054686
title: Additional file 1 of Genetic association analysis in sugarcane (Saccharum spp.) for sucrose accumulation in humid environments in Colombia

description: Supplementary Material 1
DOI: 10.15468/dl.cs8cb5
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prunus strobilifera Cuatrec."
 ]
}

 The dataset includes 19 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073951-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6u7rnn
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium burkartii Boelcke"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057968-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvxqmk
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "Year 2014-2019",
 "TaxonKey is Procyon lotor (Linnaeus, 1758)"
 ]
}

 The dataset includes 79 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014282-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntzfx8
title: Occurrence Download

description: A dataset containing 1835 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bombus fraternus (Smith, 1854)"
 ]
}

 The dataset includes 1835 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108101-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bpw5ze
title: Occurrence Download

description: A dataset containing 4732 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliodoxa schreibersii (Bourcier, 1847)"
 ]
}

 The dataset includes 4732 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004408-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.losrqe
title: Occurrence Download

description: A dataset containing 4472550 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Peru"
 ]
}

 The dataset includes 4472550 records from 1502 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014290-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cbe8eo
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Achillea atrata",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005794-190307172214381/datasets/export for details.
DOI: 10.15468/dl.y44n8y
title: Occurrence Download

description: A dataset containing 17106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia myrtifolia (Sm.) Willd.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17106 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004395-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/phek-8wx2-wz0d
title: RICO: Seward Johnson Aerosol Size Spectrum Data. Version 1.0

description: This dataset contains Aerosol Size Spectrum Data for the Rain in Cumulus Over the Ocean (RICO) project. They were taken at random times between January 1st 2005 and January 24th 2005.
DOI: 10.26023/q847-zg4b-ez0w
title: CASES-97: Hemispheric Sky Imager (HSI) Sky Cover Imagery. Version 1.0

description: This dataset contains Hemispheric Sky Imager (HSI) Sky Cover Imagery taken during the Cooperative Atmosphere Surface Exchange Study in 1997 (CASES-97) from 16 April 1997 to 22 May 1997. The images are in JPEG format, were taken every minute, and are available as daily tar files. See the Cases97_HSI_ReadMe.txt document for more information.
DOI: 10.15468/dl.mdan6s
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zanthoxylum thomasianum"
 ]
}

 The dataset includes 21 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043960-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u4ajvm
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ulmus hollandica",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 201 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043961-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17259071
title: Groundwater Potential Data for the Komadugu–Yobe Basin, Nigeria

description: This dataset contains the spatial and tabular data used to generate the groundwater potential maps for the Komadugu–Yobe Basin, Nigeria. It includes processed GIS rasters, high-resolution map images, and area statistics tables. The dataset supports reproducibility of the study: “Groundwater Potential Mapping of the Komadugu–Yobe Basin, Nigeria, Using GIS and Multi-Criteria Decision Analysis.”
DOI: 10.5281/zenodo.17259070
title: Groundwater Potential Data for the Komadugu–Yobe Basin, Nigeria

description: This dataset contains the spatial and tabular data used to generate the groundwater potential maps for the Komadugu–Yobe Basin, Nigeria. It includes processed GIS rasters, high-resolution map images, and area statistics tables. The dataset supports reproducibility of the study: “Groundwater Potential Mapping of the Komadugu–Yobe Basin, Nigeria, Using GIS and Multi-Criteria Decision Analysis.”
DOI: 10.26023/ncp1-6hwt-9v0a
title: CASES-97: ABLE Surface Meteorological Data. Version 1.0

description: This data set contains the surface meteorological data from an Argonne National Laboratory ABLE (Atmospheric Boundary Layer Experiments) Automated Weather System (AWS) that was located in Smileyberg, Kansas. Data were collected during the Cooperative Atmospheric Surface Exchange Study 1997 (CASES-97).
DOI: 10.5281/zenodo.6007004
title: The LOTUS Initiative for Open Natural Products Research: custom dictionaries

description: Custom dictionaries created in the frame of the LOTUS Initiative: https://doi.org/10.1101/2021.02.28.433265
DOI: 10.15468/dl.s2q593
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Congo, Democratic Republic of the",
 "GadmGid is COD",
 "OccurrenceStatus is Present",
 "TaxonKey is Hypsignathus"
 ]
}

 The dataset includes 61 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043962-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7924/r49s21900
title: Data and code from: Real-time processing of high-throughput quantitative phase microscopy data using a Jetson Orin Nano

description: We have developed a processing pipeline that leverages the parallel processing capabilities of the NVIDIA Jetson Orin Nano to implement processing of cell data at up to 1200 cells/second. We demonstrate this pipeline for real-time processing of data from a holographic cytometry (HC) system, a high-throughput QPM implementation that uses a microfluidic element and stroboscopic illumination. The CUDA processing algorithm enables generation of QPM data from raw interferograms followed by phase unwrapping, cell segmentation and refocusing.

This data package contains the data used to generate the figures, tables and videos of the article: Real-time processing of high-throughput quantitative phase microscopy data using a Jetson Orin Nano.
DOI: 10.26023/g0yw-mk8g-vh0j
title: CASES-97: ABLE NDVI Data. Version 1.0

description: This data set contains the Normalized difference vegetation index (NDVI) values from the Argonne National Laboratory's research initiative, ABLE (Atmospheric Boundary Layer Experiments). Data were collected via satellites NOAA-14 and NOAA-12 during the Cooperative Atmospheric Surface Exchange Study 1997 (CASES-97), and are in both ASCII text and GIF image formats.
DOI: 10.15468/dl.g8pf3b
title: Occurrence Download

description: A dataset listing the 337 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-128.781 53.471,-122.365 53.471,-122.365 54.714,-128.781 54.714,-128.781 53.471))",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2014-2025"
 ]
}

 The dataset's 337 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043952-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17259874
title: Table 1 in New Early Cretaceous pentatomorph bugs from China and the systematic position of Kobdocoridae

description: Table 1. Measurements (in mm) of Maculocris yixiani Dai, Yao, & Ren gen. et sp. nov. specimens.
Holotype CNU-HET-LB2024010Paratype CNU-HET-LB2024011–19Body length/width19.65/7.1117.11–20.35/5.73–8.05Head length/width2.69/2.562.33–3.23/2.26–2.56Interocular space2.702.48–2.83Preocellar space0.570.51–0.57Antennal segments length8.118.04–8.17Labium segments length–7.20–7.36Pronotum length/width3.43/5.352.89–4.04/4.32–5.56Scutellum length/width3.18/2.932.77–3.63/4.32–5.56Fore leg length9.318.96–10.11Middle leg length9.389.12–10.57Hind leg length11.9111.46–12.34Male genitalia2.562.38–2.56
description: Published as part of Dai, Rui, Chen, Ziyi, Du, Sile, Ren, Dong & Yao, Yunzhi, 2025, New Early Cretaceous pentatomorph bugs from China and the systematic position of Kobdocoridae, pp. 20 in Acta Palaeontologica Polonica 70 (1) on page 20, DOI: 10.4202/app.01186.2024, http://zenodo.org/record/16955262
DOI: 10.5281/zenodo.17259875
title: Table 1 in New Early Cretaceous pentatomorph bugs from China and the systematic position of Kobdocoridae

description: Table 1. Measurements (in mm) of Maculocris yixiani Dai, Yao, & Ren gen. et sp. nov. specimens.
Holotype CNU-HET-LB2024010Paratype CNU-HET-LB2024011–19Body length/width19.65/7.1117.11–20.35/5.73–8.05Head length/width2.69/2.562.33–3.23/2.26–2.56Interocular space2.702.48–2.83Preocellar space0.570.51–0.57Antennal segments length8.118.04–8.17Labium segments length–7.20–7.36Pronotum length/width3.43/5.352.89–4.04/4.32–5.56Scutellum length/width3.18/2.932.77–3.63/4.32–5.56Fore leg length9.318.96–10.11Middle leg length9.389.12–10.57Hind leg length11.9111.46–12.34Male genitalia2.562.38–2.56
description: Published as part of Dai, Rui, Chen, Ziyi, Du, Sile, Ren, Dong & Yao, Yunzhi, 2025, New Early Cretaceous pentatomorph bugs from China and the systematic position of Kobdocoridae, pp. 20 in Acta Palaeontologica Polonica 70 (1) on page 20, DOI: 10.4202/app.01186.2024, http://zenodo.org/record/16955262
DOI: 10.5281/zenodo.17259878
title: Table. 2 in New Early Cretaceous pentatomorph bugs from China and the systematic position of Kobdocoridae

description: Table. 2. Kobdocoridae taxonomic history.
Taxonomic decisionBased onReferencesVenicoridae as synonym of Kobdodoridae; unknown higher classificationRyzhkova et al. 2023Venicoridae as a sister group of Eutrichophoraphylogenetic analysisYao et al. 2021Kobdocoridae as a part of Aradoidea Venicoridae as a part of Idiostoloideabody and head morphology membrane and veins morphologySchuh and Weirauch 2020Kobdocoridae as a part of Aradoideabody, head, and pronotum morphologyPopov 1986
description: Published as part of Dai, Rui, Chen, Ziyi, Du, Sile, Ren, Dong & Yao, Yunzhi, 2025, New Early Cretaceous pentatomorph bugs from China and the systematic position of Kobdocoridae, pp. 21 in Acta Palaeontologica Polonica 70 (1) on page 21, DOI: 10.4202/app.01186.2024, http://zenodo.org/record/16955262
DOI: 10.5281/zenodo.17259879
title: Table. 2 in New Early Cretaceous pentatomorph bugs from China and the systematic position of Kobdocoridae

description: Table. 2. Kobdocoridae taxonomic history.
Taxonomic decisionBased onReferencesVenicoridae as synonym of Kobdodoridae; unknown higher classificationRyzhkova et al. 2023Venicoridae as a sister group of Eutrichophoraphylogenetic analysisYao et al. 2021Kobdocoridae as a part of Aradoidea Venicoridae as a part of Idiostoloideabody and head morphology membrane and veins morphologySchuh and Weirauch 2020Kobdocoridae as a part of Aradoideabody, head, and pronotum morphologyPopov 1986
description: Published as part of Dai, Rui, Chen, Ziyi, Du, Sile, Ren, Dong & Yao, Yunzhi, 2025, New Early Cretaceous pentatomorph bugs from China and the systematic position of Kobdocoridae, pp. 21 in Acta Palaeontologica Polonica 70 (1) on page 21, DOI: 10.4202/app.01186.2024, http://zenodo.org/record/16955262
DOI: 10.15468/dl.92s6c4
title: Occurrence Download

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

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043963-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17259912
title: Mendeley LBC Image Reclassification Dataset: HSIL, LSIL, Negative, and SCC Labels for AI Research in Cytopathology

description: This dataset presents a comparison between the original Mendeley LBC dataset and a reclassified subset created for research in automated cytology and cervical cancer screening. The original dataset consists of Liquid-Based Cytology (LBC) smear images divided into four diagnostic categories:





HSIL – High-Grade Squamous Intraepithelial Lesion




LSIL – Low-Grade Squamous Intraepithelial Lesion




Negative – Negative for Intraepithelial Lesion or Malignancy




SCC – Squamous Cell Carcinoma



In this new version, selected images have been retained and reclassified, while others were excluded based on diagnostic or technical criteria. To facilitate transparency and reproducibility, we provide a comprehensive CSV file that maps every image from the original dataset to its corresponding new classification, if available:





If an image appears in both the original and new datasets, the file lists both its original_class and new_class.




If an image is present in the original dataset but not in the reclassified dataset, the new_class field is left empty.



This structure enables researchers to:





Audit which images were excluded.




Cross-check consistency between original and reclassified sets.




Benchmark new algorithms using either the full original dataset or the curated subset.



🔗 Original Dataset Attribution

The images included in this dataset were originally published as part of the Mendeley LBC dataset:

📄 Citation: Hussain, Elima (2019), “Liquid based cytology pap smear images for multi-class diagnosis of cervical cancer”, Mendeley Data, V4. https://doi.org/10.17632/zddtpgzv63.4

📂 Original dataset repository: https://data.mendeley.com/datasets/zddtpgzv63/4

Please ensure that both this reclassification work and the original dataset authors are appropriately cited in any derivative research.

🔒 License

This dataset is released under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) license.





✅ Use for academic and research purposes is permitted.




📌 Citation of the dataset authors is mandatory.




🚫 Commercial use, redistribution, or modification is not allowed without prior written permission.



This dataset is intended solely for non-clinical, academic research. Diagnostic labels were provided for research and benchmarking purposes and have not undergone regulatory clinical validation.
DOI: 10.5281/zenodo.17259913
title: Mendeley LBC Image Reclassification Dataset: HSIL, LSIL, Negative, and SCC Labels for AI Research in Cytopathology

description: This dataset presents a comparison between the original Mendeley LBC dataset and a reclassified subset created for research in automated cytology and cervical cancer screening. The original dataset consists of Liquid-Based Cytology (LBC) smear images divided into four diagnostic categories:





HSIL – High-Grade Squamous Intraepithelial Lesion




LSIL – Low-Grade Squamous Intraepithelial Lesion




Negative – Negative for Intraepithelial Lesion or Malignancy




SCC – Squamous Cell Carcinoma



In this new version, selected images have been retained and reclassified, while others were excluded based on diagnostic or technical criteria. To facilitate transparency and reproducibility, we provide a comprehensive CSV file that maps every image from the original dataset to its corresponding new classification, if available:





If an image appears in both the original and new datasets, the file lists both its original_class and new_class.




If an image is present in the original dataset but not in the reclassified dataset, the new_class field is left empty.



This structure enables researchers to:





Audit which images were excluded.




Cross-check consistency between original and reclassified sets.




Benchmark new algorithms using either the full original dataset or the curated subset.



🔗 Original Dataset Attribution

The images included in this dataset were originally published as part of the Mendeley LBC dataset:

📄 Citation: Hussain, Elima (2019), “Liquid based cytology pap smear images for multi-class diagnosis of cervical cancer”, Mendeley Data, V4. https://doi.org/10.17632/zddtpgzv63.4

📂 Original dataset repository: https://data.mendeley.com/datasets/zddtpgzv63/4

Please ensure that both this reclassification work and the original dataset authors are appropriately cited in any derivative research.

🔒 License

This dataset is released under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) license.





✅ Use for academic and research purposes is permitted.




📌 Citation of the dataset authors is mandatory.




🚫 Commercial use, redistribution, or modification is not allowed without prior written permission.



This dataset is intended solely for non-clinical, academic research. Diagnostic labels were provided for research and benchmarking purposes and have not undergone regulatory clinical validation.
DOI: 10.15468/dl.p4fmaf
title: Occurrence Download

description: A dataset containing 427 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The major and minor Aedes mosquitoes from southern Nigeria exhibit low resistance towards public health insecticides"
 ]
}

 The dataset includes 427 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043964-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.5807826
title: The LOTUS Initiative for Open Natural Products Research: custom dictionaries

description: Custom dictionaries created in the frame of the LOTUS Initiative: https://doi.org/10.1101/2021.02.28.433265
DOI: 10.26023/gt2r-y285-750d
title: CASES-97: NOAA Twin Otter Data. Version 1.0

description: This dataset contains data from all flights that occurred during Cases-97. The data format is netCDF.