cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10790405
title: Actinidia chinensis cv. 'Hayward' Flower Dataset 2023 (augmented version)

description: This dataset is an augmented version of an existing dataset (10.5281/zenodo.10790392), composed by images with flower annotations. The images were acquired in Quinta do Carrazedo (41.32170534304873, -8.661668130688255) with an iPhone Xr with a single camera and a resolution of 640x640 pixels. The dataset includes images of female and male flowers of Actinidia chinensis cv. 'Hayward'.

The augmented images and their annotations are stored in an archive with the following structure:

main_directory/



annotations/



pascalvoc/



PascalVOC annotation files

...



yolo/



YOLO annotation files

...





images/



Image files

...




Each annotation file links to its image by the file name, so if an image is named "TL_Actinidia_Flower_2023_*_type_of_augmentation.jpg", its annotation files are named "TL_Actinidia_Flower_2023_*_type_of_augmentation.xml" (for PascalVOC format) and "TL_Actinidia_Flower_2023_*type_of_augmentation.txt" (for YOLO format) where in the place of the asterisks are numbers.

Also, the subsets that were used to train, validate and test some deep learning models are available in three .TXT files (train.txt, val.txt and test.txt), where each file line corresponds to an image and annotation name.
DOI: 10.6084/m9.figshare.26944251
title: Additional file 3 of Gustatory receptor 11 is involved in detecting the oviposition water of Asian tiger mosquito, Aedes albopictus

description: Additional file 3: Table 1. Statistics of mutation rate of G0 adults in Aedes albopictus. Table 2. The primers used in this study. Table 3. The raw data for the location index in Fig. 3.
DOI: 10.6084/m9.figshare.26944233.v1
title: Additional file 1 of Cartographies of warfare in the Indian subcontinent: Contextualizing archaeological and historical analysis through big data approaches

description: Supplementary Material 1
DOI: 10.5281/zenodo.13692189
title: OLIMP

description: The dataset for color vision deficiency (CVD) and refractive error (RE) precompensation tasks includes 1320 images organized into 11 main categories, each containing 6 subcategories of 20 images each. The main goal of this dataset is to provide a variety of visual data that can be used for analyzing and developing methods for precompensating visual distortions.

The image categories cover various aspects of visual perception, including nature, urban scenes, interiors, portraits, animals, food and drink, art and culture, sports, objects and subjects, visual abstractions, as well as text and icons. Such a wide range of categories provides comprehensive coverage of possible scenarios that a person with visual impairments may encounter.

The images in the dataset are carefully selected to demonstrate maximum diversity in contrast, lighting, and color palettes, which is especially important for tasks related to CVD and RE precompensation. The dataset was compiled from freely available images from various online resources, and each image is accompanied by a link to the source and information about the license type.

This dataset can be used by researchers and developers in the field of computer vision and ophthalmology to create and test algorithms aimed at improving the perception of visual information by people with visual impairments.
DOI: 10.6084/m9.figshare.26944236.v1
title: Additional file 1 of Serum and urinary monocyte chemoattractant protein-1 as markers of inflammation and renal damage in dogs with naturally occurring leishmaniosis

description: Additional file 1
DOI: 10.6084/m9.figshare.26944251.v1
title: Additional file 3 of Gustatory receptor 11 is involved in detecting the oviposition water of Asian tiger mosquito, Aedes albopictus

description: Additional file 3: Table 1. Statistics of mutation rate of G0 adults in Aedes albopictus. Table 2. The primers used in this study. Table 3. The raw data for the location index in Fig. 3.
DOI: 10.6084/m9.figshare.26944305
title: Additional file 6 of Single-cell RNA sequencing identifies inherent abnormalities of adipose-derived stem cells from nonlesional sites of patients with localized scleroderma

description: Additional file 6: Table S6. Differentially expressed genes between CD55high and CD55low ASCs.
DOI: 10.6084/m9.figshare.26944296
title: Additional file 3 of Single-cell RNA sequencing identifies inherent abnormalities of adipose-derived stem cells from nonlesional sites of patients with localized scleroderma

description: Additional file 3: Table S3. Differentially expressed genes detected for each major cell type between the SVF from nonlesional sites of patients with LoS and healthy donors.
DOI: 10.6084/m9.figshare.26944359
title: Additional file 1 of Adaptation in landlocked Atlantic salmon links genetics in wild and farmed salmon to smoltification

description: Supplementary Material 1.
DOI: 10.6084/m9.figshare.26944074
title: Additional file 2 of Identification of a specific APOE transcript and functional elements associated with Alzheimer’s disease

description: Supplementary Tables: Table S1. Summary statistics for each RNA-Seq dataset. Supplementary Table S2. Analysis models. Supplementary Table S3. APOE genotypes are derived from two APOE SNPs. Supplementary Table S4. APOE expression trajectory during brain development in BrainSpan data. Supplementary Table S5. Summary statistics of GWAS, eQTL, mQTL across DLPFC, PCC, and AC brain regions at the APOE locus. Supplementary Table S6. Association of candidate SNPs with APOE gene level expression. Supplementary Table S7. Association of candidate SNPs with abundance of specific APOE gene transcripts. Supplementary Table S8. Association of APOE2,3,4 determining SNPs (rs429358 and rs7412) with features including APOE gene expression, APOE transcripts expression, and DNA methylation. Supplementary Table S9. Differential analysis of APOE gene between Alzheimer’s disease and controls across ROSMAP DLPFC, AC, and PCC brain regions; between schizophrenia/bipolar disorders/major depression disorders (MDD) and controls in LIBD Caucasian and African Americans. Supplementary Table S10. Differential analysis of junction between APOE exon 1 and exon 2 between Alzheimer's disease and controls across ROSMAP DLPFC, AC, and PCC brain regions; between schizophrenia/bipolar disorders/major depression disorders (MDD) and controls in LIBD Caucasian and African Americans. Supplementary Table S11. APOE expression trajectory during brain development in LIBD data. Supplementary Table S12. Signal peptide prediction of APOE transcripts. Supplementary Table S13. APOE positive selection LRT and positive selection sites. Supplementary Table S14. Differential expression ofAPOE gene in six major brain cell types across diverse diagnoses. Supplementary Table S15. Transcriptional factors binding to our candidate SNPs. Supplementary Table S16. Summary-based Mendelian randomization (SMR) of rs157580 and rs439401 with APOE jxn1.2.2 transcript. Supplementary Table S17. GWAS summary statistics of candidate SNPs.
DOI: 10.6084/m9.figshare.26944290
title: Additional file 1 of Single-cell RNA sequencing identifies inherent abnormalities of adipose-derived stem cells from nonlesional sites of patients with localized scleroderma

description: Additional file 1: Table S1. Clinical information of the subjects subjected to scRNA-seq and sequencing quality metrics of the scRNA-seq data.
DOI: 10.6084/m9.figshare.26944386.v1
title: Additional file 1 of Neurocognitive function and medical care utilization in Veterans treated for substance use disorder

description: Supplementary Material 1.
DOI: 10.6084/m9.figshare.26944398
title: Additional file 1 of Comparison of three rapid diagnostic tests for Plasmodium falciparum diagnosis in Ghana

description: Additional file1
DOI: 10.6084/m9.figshare.26944398.v1
title: Additional file 1 of Comparison of three rapid diagnostic tests for Plasmodium falciparum diagnosis in Ghana

description: Additional file1
DOI: 10.6084/m9.figshare.26944386
title: Additional file 1 of Neurocognitive function and medical care utilization in Veterans treated for substance use disorder

description: Supplementary Material 1.
DOI: 10.6084/m9.figshare.26944425
title: Additional file 1 of Network pharmacology-based mechanism analysis of dauricine on the alleviating Aβ-induced neurotoxicity in Caenorhabditis elegans

description: Supplementary Material 1: The original data of Network pharmacology analysis
DOI: 10.6084/m9.figshare.26944152.v1
title: Additional file 5 of Genome-wide characterization and expression analysis of the CINNAMYL ALCOHOL DEHYDROGENASE gene family in Triticum aestivum

description: Supplementary Material 5
DOI: 10.6084/m9.figshare.26944587.v1
title: Additional file 3 of Deciphering glial contributions to CSF1R-related disorder via single-nuclear transcriptomic profiling: a case study

description: Additional file 3 (XLSX 10033 KB). Supplementary Table 3. Gene Set Enrichment Analysis results employing the Biological Process branch of Gene Ontology for the following comparisons: (1) A1-CSF1R-RD versus A0-Control, (2) A2-CSF1R-RD versus A0-Control, (3) M0-AD versus M1-Control, (4) M2-CSF1R-RD versus M1-Control, (4) M3-CSF1R-RD versus M1-Control, (5) M3-CSF1R-RD versus M2-CSF1R-RD, (6) O3-CSF1R-RD versus O1-Control, (7) OP0-CSF1R-RD versus OP0-Control, (8) OP1-CSF1R-RD versus OP0-Control, (9) OP1-CSF1R-RD versus OP2 + OP3-Control.
DOI: 10.6084/m9.figshare.26944254
title: Additional file 4 of Gustatory receptor 11 is involved in detecting the oviposition water of Asian tiger mosquito, Aedes albopictus

description: Additional file 4. Summary of all differentially expressed genes (Xcel file).
DOI: 10.6084/m9.figshare.26944668.v1
title: Additional file 4 of Comparative analysis of phosphorylated proteomes between plerocercoid and adult Spirometra mansoni reveals phosphoproteomic profiles of the medical tapeworm

description: Supplementary Material 4. Table S4. Protein-protein interaction network analysis.
DOI: 10.5281/zenodo.13692188
title: OLIMP

description: The dataset for color vision deficiency (CVD) and refractive error (RE) precompensation tasks includes 1320 images organized into 11 main categories, each containing 6 subcategories of 20 images each. The main goal of this dataset is to provide a variety of visual data that can be used for analyzing and developing methods for precompensating visual distortions.

The image categories cover various aspects of visual perception, including nature, urban scenes, interiors, portraits, animals, food and drink, art and culture, sports, objects and subjects, visual abstractions, as well as text and icons. Such a wide range of categories provides comprehensive coverage of possible scenarios that a person with visual impairments may encounter.

The images in the dataset are carefully selected to demonstrate maximum diversity in contrast, lighting, and color palettes, which is especially important for tasks related to CVD and RE precompensation. The dataset was compiled from freely available images from various online resources, and each image is accompanied by a link to the source and information about the license type.

This dataset can be used by researchers and developers in the field of computer vision and ophthalmology to create and test algorithms aimed at improving the perception of visual information by people with visual impairments.
DOI: 10.5281/zenodo.13692233
title: OLIMP

description: The dataset for color vision deficiency (CVD) and refractive error (RE) precompensation tasks includes 1320 images organized into 11 main categories, each containing 6 subcategories of 20 images each. The main goal of this dataset is to provide a variety of visual data that can be used for analyzing and developing methods for precompensating visual distortions.

The image categories cover various aspects of visual perception, including nature, urban scenes, interiors, portraits, animals, food and drink, art and culture, sports, objects and subjects, visual abstractions, as well as text and icons. Such a wide range of categories provides comprehensive coverage of possible scenarios that a person with visual impairments may encounter.

The images in the dataset are carefully selected to demonstrate maximum diversity in contrast, lighting, and color palettes, which is especially important for tasks related to CVD and RE precompensation. The dataset was compiled from freely available images from various online resources, and each image is accompanied by a link to the source and information about the license type.

This dataset can be used by researchers and developers in the field of computer vision and ophthalmology to create and test algorithms aimed at improving the perception of visual information by people with visual impairments.
DOI: 10.6084/m9.figshare.26944659.v1
title: Additional file 1 of Comparative analysis of phosphorylated proteomes between plerocercoid and adult Spirometra mansoni reveals phosphoproteomic profiles of the medical tapeworm

description: Supplementary Material 1. Table S1. Modification of peptide information.
DOI: 10.15468/dl.6cs9fe
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypericum crenulatum Boiss."
 ]
}

 The dataset includes 50 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026447-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spr6bm
title: Occurrence Download

description: A dataset containing 416 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Alouatta pigra Lawrence, 1933",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 416 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013782-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10926564
title: Dataset for the paper "Thermal axion production at hard and soft momenta"

description: This record contains data used in the paper "Thermal axion production at hard and soft momenta" (2404.06113). Please refer to this paper for details on the methods used and their numerical implementations.

We used the values of the strong coupling constant and heavy quark thermal masses from 1911.09123. We thank Mikko Laine for provinding us with this data.

Values for the Standard Model equation of state were taken from the dataset available here, relating to 1503.04935.
description: The tarball contains the following files:



"prodrate.dat": Axion production rate on a temperature - comoving momentum grid for the 3 production rate computation schemes

"phenomenology_fPQ_all.dat": (Normalized) axion number density and energy density for various tempeatures and values of the axion scale, obtained by solving the Boltzmann equation using the momentum-averaged approximation

"phenomenology_fPQ_all_dep.dat": Same as above but using the momentum-dependent method to solve the Boltzmann equation

"deltaneff_data.dat": Contribution to the effective number of neutrinos for various values of the axion scale
DOI: 10.5281/zenodo.10926565
title: Dataset for the paper "Thermal axion production at hard and soft momenta"

description: This record contains data used in the paper "Thermal axion production at hard and soft momenta" (2404.06113). Please refer to this paper for details on the methods used and their numerical implementations.

We used the values of the strong coupling constant and heavy quark thermal masses from 1911.09123. We thank Mikko Laine for provinding us with this data.

Values for the Standard Model equation of state were taken from the dataset available here, relating to 1503.04935.
description: The tarball contains the following files:



"prodrate.dat": Axion production rate on a temperature - comoving momentum grid for the 3 production rate computation schemes

"phenomenology_fPQ_all.dat": (Normalized) axion number density and energy density for various tempeatures and values of the axion scale, obtained by solving the Boltzmann equation using the momentum-averaged approximation

"phenomenology_fPQ_all_dep.dat": Same as above but using the momentum-dependent method to solve the Boltzmann equation

"deltaneff_data.dat": Contribution to the effective number of neutrinos for various values of the axion scale
DOI: 10.15468/dl.yfmbrd
title: Occurrence Download

description: A dataset containing 1321 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbario HUTI de la Universidad Tecnológica Indoamérica"
 ]
}

 The dataset includes 1321 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0136416-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9c57tn
title: Occurrence Download

description: A dataset containing 15394 species occurrences available in GBIF matching the query:
{
 "Elevation" : [
 "is greater than or equal to 9000m"
 ]
}

 The dataset includes 15394 records from 235 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0274358-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5h3uuq
title: Occurrence Download

description: A dataset containing 77572 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Long-term cetacean monitoring in the Azores based on whale watching observations (2009-2020)"
 ]
}

 The dataset includes 77572 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0136386-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zyllg
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Akodon juninensis Myers, Patton & M.F.Smith, 1990"
 ]
}

 The dataset includes 218 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013782-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3ex8h
title: Occurrence Download

description: A dataset containing 7 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 Cricetulus kamensis (Satunin, 1903)"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005979-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bnzedw
title: Occurrence Download

description: A dataset containing 464 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Podocarpus reichei J.T.Buchholz & N.E.Gray"
 ]
}

 The dataset includes 464 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126307-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2ft7r
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Megachile leucospilura Cockerell, 1937"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026498-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d4j430
title: Occurrence Download

description: A dataset containing 109235 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbarium Senckenbergianum (FR)"
 ]
}

 The dataset includes 109235 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013782-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwka57
title: Occurrence Download

description: A dataset containing 228589 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is The molluscs collection (IM) of the Muséum national d'Histoire naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 228589 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009987-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g22ey8
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xanthophyllum tenuipetalum Meijden"
 ]
}

 The dataset includes 41 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0136420-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mcq4gs
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Cassia aldabrensis Hemsl.)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026501-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fexmjm
title: Occurrence Download

description: A dataset containing 146439 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Venezuela (Bolivarian Republic of)",
 "Geometry POLYGON((-77.3568 0.44031,-78.58762 -1.44598,-78.98483 -4.43521,-78.98912 -5.9194,-76.88095 -9.83551,-75.83251 -10.8374,-75.24931 -11.39471,-72.63434 -14.59843,-71.46366 -15.60797,-70.21144 -14.73566,-68.15729 -16.02854,-67.22455 -17.56872,-63.73143 -19.62812,-60.99094 -17.44629,-58.30564 -14.22506,-53.5225 -13.63942,-47.90947 -13.68399,-48.02429 -9.99662,-46.69881 -6.4209,-44.42167 -3.10538,-44.8497 -1.52384,-46.84708 -0.48786,-49.3087 -0.24136,-49.74541 1.27064,-51.0931 4.10394,-53.85738 5.78499,-56.84481 6.07803,-59.62658 8.70804,-61.24741 8.72211,-63.99086 8.12362,-65.92312 7.7021,-67.41177 6.20127,-69.37557 6.20316,-71.46875 5.10149,-76.7432 1.2799,-77.3568 0.44031))",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 146439 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013783-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.