cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.39t7vq
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Arab Emirates",
 "TaxonKey is Vulpes vulpes (Linnaeus, 1758)"
 ]
}

 The dataset includes 76 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015206-250515123054153/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/11918210
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.15005539
title: Dime donden vives y te diré cuantos vecinos tienes –Población próxima en un radio de 1 km–

description: Este breve trabajo ofrece la estadística de población próxima en un radio de 1 km alrededor de cada celda de la grid de población de 100 m x 100 m elaborada por Goerlich y Mollá (2025). Se trata de un indicador de densidad económica y social con una elevada resolución, y que muestra la población con la que podemos interactuar en un entorno muy local, al que podemos acceder a pie en unos 15 o 20 minutos. La estadística permite analizar, desde otra perspectiva, las diferentes oportunidades a las que se enfrentan los individuos en el contexto de la dicotomía rural/urbano.

La información se genera a nivel de celda de 100 m x 100 m, pero se ha agregado a CCAA, Provincias y Municipios mediante promedios adecuadamente ponderados, permitiendo un análisis complementario de la distribución de la población en España, las densidad económica y las diferentes oportunidades a las que se enfrentan los individuos en sus respectivos territorios.
DOI: 10.5281/zenodo.15005540
title: Dime donden vives y te diré cuantos vecinos tienes –Población próxima en un radio de 1 km–

description: Este breve trabajo ofrece la estadística de población próxima en un radio de 1 km alrededor de cada celda de la grid de población de 100 m x 100 m elaborada por Goerlich y Mollá (2025). Se trata de un indicador de densidad económica y social con una elevada resolución, y que muestra la población con la que podemos interactuar en un entorno muy local, al que podemos acceder a pie en unos 15 o 20 minutos. La estadística permite analizar, desde otra perspectiva, las diferentes oportunidades a las que se enfrentan los individuos en el contexto de la dicotomía rural/urbano.

La información se genera a nivel de celda de 100 m x 100 m, pero se ha agregado a CCAA, Provincias y Municipios mediante promedios adecuadamente ponderados, permitiendo un análisis complementario de la distribución de la población en España, las densidad económica y las diferentes oportunidades a las que se enfrentan los individuos en sus respectivos territorios.
DOI: 10.23719/1532290
title: Wildfire Probabilities and Mortality Raster Maps

description: ArcGIS raster maps for the wildfire risk and tree loss probability in the United Stated for the paper "Estimating climate-sensitive wildfire risk and tree mortality models for use in broad-scale U.S. forest carbon projections" as published in Forests.
DOI: 10.5281/zenodo.15494115
title: Noncommutative Precursor to Algebraic Unification of Gravity and Gauge Interactions

description: We extend the algebraic unification framework by deriving its operator structure from primordial spacetime noncommutativity. The complete unified tensor Jµν emerges through symmetry breaking of the quantum gravitational vacuum, naturally incorporating: Einstein-Cartan gravity, orthogonal gauge field operators, and QFT-compatible fermions with complex i.
DOI: 10.5281/zenodo.15494116
title: Noncommutative Precursor to Algebraic Unification of Gravity and Gauge Interactions

description: We extend the algebraic unification framework by deriving its operator structure from primordial spacetime noncommutativity. The complete unified tensor Jµν emerges through symmetry breaking of the quantum gravitational vacuum, naturally incorporating: Einstein-Cartan gravity, orthogonal gauge field operators, and QFT-compatible fermions with complex i.
DOI: 10.6084/m9.figshare.28211843
title: 7 Tesla multimodal MRI dataset of ex-vivo human brain

description: We published all the multimodal MRI data from sample No. 4, including the raw data, the associated quantitative parametric maps, the statistical results for each metric, and the segmentation labels. We will also publish metric maps for the other five samples. In addition, we also published the multimodal template generated by co-registrating the data from all ex-vivo brain samples acquired, as well as the pipelines for ex-vivo brain alignment.
DOI: 10.6084/m9.figshare.28211843.v1
title: 7 Tesla multimodal MRI dataset of ex-vivo human brain

description: We published all the multimodal MRI data from sample No. 4, including the raw data, the associated quantitative parametric maps, the statistical results for each metric, and the segmentation labels. We will also publish metric maps for the other five samples. In addition, we also published the multimodal template generated by co-registrating the data from all ex-vivo brain samples acquired, as well as the pipelines for ex-vivo brain alignment.
DOI: 10.5281/zenodo.15486826
title: Uzbek Basic Secondary School Corpus

description: Uzbek Basic Secondary School Corpus 

The "5 sinf" file is a set of tokens from all 5 th grade school textbooks.

The "6 sinf" file is a set of tokens from all 6 th grade school textbooks.

The "7 sinf" file is a set of tokens from all 7 th grade school textbooks.

The "8 sinf" file is a set of tokens from all 8 th grade school textbooks.

The "9 sinf" file is a set of tokens from all 9 th grade school textbooks.
DOI: 10.5281/zenodo.15486827
title: Uzbek Basic Secondary School Corpus

description: Uzbek Basic Secondary School Corpus 

The "5 sinf" file is a set of tokens from all 5 th grade school textbooks.

The "6 sinf" file is a set of tokens from all 6 th grade school textbooks.

The "7 sinf" file is a set of tokens from all 7 th grade school textbooks.

The "8 sinf" file is a set of tokens from all 8 th grade school textbooks.

The "9 sinf" file is a set of tokens from all 9 th grade school textbooks.
DOI: 10.6084/m9.figshare.28723505
title: An mRNA-display derived cyclic peptide scaffold reveals the substrate binding interactions of an N-terminal cysteine oxidase

description: MD simulation files for cobalt and iron incorporated ADO in complex with CP6-L8d-Gly-Ser/Cys. The input and final output files of each run are provided.
DOI: 10.6084/m9.figshare.28318997
title: A Multimodal Dataset of Cardiac, Electrodermal, and Environmental Signals

description: This dataset combines signals from two domains: ambient environmental conditions (e.g., temperature, humidity, light, sound, air quality) and physiological responses (e.g., cardiac and electrodermal activity). Data was collected individually over approximately 48 minutes per participant, totaling over 600 minutes, under varied indoor conditions. Ambient signals and electrodermal activity were sampled at 1 Hz, resulting in over 30,000 data points. Cardiac activity and sound were sampled at higher frequencies, generating significantly more data points. Machine Learning models were developed using this dataset to classify ambient environmental risks to cardiac health and estimate physiological responses based solely on environmental data. The dataset enables exploration of the links between indoor climates and health, paving the way for advancements in context-aware technology.
DOI: 10.6084/m9.figshare.29134790
title: Data for main and supplementary figures

description: <i>Staphylococcus aureus</i> is a major pathogen responsible for a wide range of infections, from minor skin diseases to life-threatening conditions, such as sepsis and pneumonia. Its ability to invade nonphagocytic cells, evading the immune system and persisting intracellularly complicates the treatment and contributes to recurrent infections. In this study, we investigated the role of cytokines in inhibiting <i>S. aureus</i> adherence and invasion into nonphagocytic human cells. Monomac-6 cells were stimulated with heat-killed <i>S. aureus</i> (HKSA) to produce a cytokine cocktail, which was used to treat various human cell lines, including HEK293, A549, HaCaT, and HT29. Our results demonstrate that cytokines significantly reduced <i>S. aureus</i> adherence and invasion into HEK293, HaCaT, and HT29 cells by altering the expression of key host cell receptors for <i>S. aureus </i>adhesins and invasion, such as integrins and heat shock proteins. These effects of cytokines were mediated via JAK-STAT pathway as tofacitinib supplementation, a JAK inhibitor, reversed the effects of cytokine cocktail. However, these effects were not observed in A549 cells, most likely due to their ability to actively internalize pathogens. These findings suggest that cytokines provide a crucial line of defense against the ability of <i>S. aureus</i> to invade nonphagocytic cells by modulating the expression of host cells receptors.
DOI: 10.6084/m9.figshare.29134790.v1
title: Data for main and supplementary figures

description: <i>Staphylococcus aureus</i> is a major pathogen responsible for a wide range of infections, from minor skin diseases to life-threatening conditions, such as sepsis and pneumonia. Its ability to invade nonphagocytic cells, evading the immune system and persisting intracellularly complicates the treatment and contributes to recurrent infections. In this study, we investigated the role of cytokines in inhibiting <i>S. aureus</i> adherence and invasion into nonphagocytic human cells. Monomac-6 cells were stimulated with heat-killed <i>S. aureus</i> (HKSA) to produce a cytokine cocktail, which was used to treat various human cell lines, including HEK293, A549, HaCaT, and HT29. Our results demonstrate that cytokines significantly reduced <i>S. aureus</i> adherence and invasion into HEK293, HaCaT, and HT29 cells by altering the expression of key host cell receptors for <i>S. aureus </i>adhesins and invasion, such as integrins and heat shock proteins. These effects of cytokines were mediated via JAK-STAT pathway as tofacitinib supplementation, a JAK inhibitor, reversed the effects of cytokine cocktail. However, these effects were not observed in A549 cells, most likely due to their ability to actively internalize pathogens. These findings suggest that cytokines provide a crucial line of defense against the ability of <i>S. aureus</i> to invade nonphagocytic cells by modulating the expression of host cells receptors.
DOI: 10.25375/uct.29130587
title: Scored Fishery Producer Empowerment framework

description: Unscored results for scoring of producer empowerment framework for the project “Empowering the Margins: Assessing Social Dimensions and Decision-Making Pathways for Local Producers in MSC-Certified Fisheries”
DOI: 10.25375/uct.29130587.v1
title: Scored Fishery Producer Empowerment framework

description: Unscored results for scoring of producer empowerment framework for the project “Empowering the Margins: Assessing Social Dimensions and Decision-Making Pathways for Local Producers in MSC-Certified Fisheries”
DOI: 10.15468/dl.bs2khz
title: Occurrence Download

description: A dataset containing 5955 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia",
 "Year 1950-1980"
 ]
}

 The dataset includes 5955 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015210-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jvar3m
title: Occurrence Download

description: A dataset containing 4624 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 countrycode countrycode,
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, countrycode, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, countrycode, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, countrycode, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, countrycode, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, countrycode, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, countrycode, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.datasetkey IN ('4fa7b334-ce0d-4e88-aaae-2e0c138d049e', 'c6b86c40-ff71-4e5e-902c-111f400d0d56')
 AND GBIF_WITHIN('POLYGON((72.81515 18.89863,73.06962 18.89863,73.06962 19.12617,72.81515 19.12617,72.81515 18.89863))', occurrence.decimallatitude, occurrence.decimallongitude) = TRUE
 AND occurrence.hascoordinate = TRUE
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL AND occurrence.hascoordinate = TRUE)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year",
 occurrence.countrycode

 The dataset's 4624 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015211-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y7htzc
title: Occurrence Download

description: A dataset containing 15870 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Glareola nordmanni Fischer von Waldheim, 1842"
 ]
}

 The dataset includes 15870 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015214-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/hprgf67zgj.1
title: Western Blot

description: Original Western Blot Images
DOI: 10.34740/kaggle/dsv/11918375
title: HMRC currency exchange monthly rates
DOI: 10.17632/49hwrzmt7f.1
title: Differential contributions of Nitrogen-fixing and non-Nitrogen-fixing species to soil organic carbon sequestration and carbon stability in Eucalyptus mixed plantations: A perspective from soil aggregates

description: This dataset was used for all analytical procedures in the study entitled “Differential Contributions of Nitrogen-Fixing and Non-Nitrogen-Fixing Species to Soil Organic Carbon Sequestration and Carbon Stability in Eucalyptus Mixed Plantations: A Perspective from Soil Aggregates”.
Notes: SC/N, carbon-to-nitrogen ratio of soil; NH+ 4, ammonium nitrogen; NO- 3, nitrate nitrogen; TP, total phosphorus; AP, available phosphorus; Bac, bacteria PLFAs; F/B: the ratio of fungi PLFAs and bacteria PLFAs; Act, actinobacteria PLFAs; G-/G+, the ratio of Gram-negative to Gram-positive bacteria; MBN, microbial biomass nitrogen; MBC, microbial biomass carbon; CUE, microbial carbon use efficiency; VA, Vector Angle; VL, Vector Length; MWD, mean weight diameters.
DOI: 10.15468/dl.2tkjw9
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Human Observation, Observation)",
 "TaxonKey is Stenoma catenifer Walsingham, 1912"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015216-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atrgac
title: Occurrence Download

description: A dataset containing 1183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Amazona oratrix Ridgway, 1887",
 "Year 2000-2025"
 ]
}

 The dataset includes 1183 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015212-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/bdhtkt2wpn
title: Bioinformatics results of exosomal miRNA analysis in MAP-infected goats

description: Supplementary bioinformatics data for exosomal miRNA profiling in Johne’s disease

This folder contains supplementary bioinformatics analysis results from the study titled
“Exosomal microRNA profiling reveals candidate biomarkers and regulatory signatures associated with Johne’s disease progression in goats”.

All files were generated using exosomal small RNA sequencing data. Analyses were performed using IPA (Qiagen) and statistical tools such as DESeq2 (R).

Included files:

DEmiRs_analysis_results.xlsx: Differentially expressed miRNAs across disease stages, including log2 fold changes and adjusted p-values.

Diseases_and_Functions_results.xlsx: Functional enrichment and disease category predictions associated with altered miRNAs.

Upstream_Regulators_results.xlsx: Predicted upstream regulators based on expression patterns and regulatory networks.

Network_Analysis_results.xlsx: Molecular interaction network visualization based on key miRNAs and target genes.

miRNA_mRNA_pairing_results.xlsx: Predicted miRNA–mRNA interactions with pairing confidence and gene annotation details.

License: CC BY 4.0
Corresponding author: 
Jae Kyeom Kim, MS, PhD
Department of Food and Biotechnology, Korea University, Sejong 30019, Republic of Korea
Department of Health Behavior and Nutrition Sciences, University of Delaware, Newark, DE 19711, USA
E-mail: jkkim@udel.edu or nutrigenomics@korea.ac.kr
Related manuscript: Submitted to Developmental and Comparative Immunology (DOI pending)
DOI: 10.17632/bdhtkt2wpn.1
title: Bioinformatics results of exosomal miRNA analysis in MAP-infected goats

description: Supplementary bioinformatics data for exosomal miRNA profiling in Johne’s disease

This folder contains supplementary bioinformatics analysis results from the study titled
“Exosomal microRNA profiling reveals candidate biomarkers and regulatory signatures associated with Johne’s disease progression in goats”.

All files were generated using exosomal small RNA sequencing data. Analyses were performed using IPA (Qiagen) and statistical tools such as DESeq2 (R).

Included files:

DEmiRs_analysis_results.xlsx: Differentially expressed miRNAs across disease stages, including log2 fold changes and adjusted p-values.

Diseases_and_Functions_results.xlsx: Functional enrichment and disease category predictions associated with altered miRNAs.

Upstream_Regulators_results.xlsx: Predicted upstream regulators based on expression patterns and regulatory networks.

Network_Analysis_results.xlsx: Molecular interaction network visualization based on key miRNAs and target genes.

miRNA_mRNA_pairing_results.xlsx: Predicted miRNA–mRNA interactions with pairing confidence and gene annotation details.

License: CC BY 4.0
Corresponding author: 
Jae Kyeom Kim, MS, PhD
Department of Food and Biotechnology, Korea University, Sejong 30019, Republic of Korea
Department of Health Behavior and Nutrition Sciences, University of Delaware, Newark, DE 19711, USA
E-mail: jkkim@udel.edu or nutrigenomics@korea.ac.kr
Related manuscript: Submitted to Developmental and Comparative Immunology (DOI pending)
DOI: 10.15468/dl.enu4ry
title: Occurrence Download

description: A dataset containing 2592699 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Pl@ntNet observations"
 ]
}

 The dataset includes 2592699 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015217-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v255fr
title: Occurrence Download

description: A dataset containing 731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Konosirus punctatus (Temminck & Schlegel, 1846)"
 ]
}

 The dataset includes 731 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015220-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25375/uct.29129399
title: Fishery Profiles for select developing economy MSC certified fisheries

description: The selected 35 fishery profiles developed for the project “Empowering the Margins: Assessing Social Dimensions and Decision-Making Pathways for Local Producers in MSC-Certified Fisheries”.
DOI: 10.25375/uct.29129399.v1
title: Fishery Profiles for select developing economy MSC certified fisheries

description: The selected 35 fishery profiles developed for the project “Empowering the Margins: Assessing Social Dimensions and Decision-Making Pathways for Local Producers in MSC-Certified Fisheries”.
DOI: 10.5281/zenodo.14269730
title: NMR data: Position-Specific Substitution in Cellulose Ethers Studied by DNP Enhanced Solid-State NMR Spectroscopy

description: NMR data underlying the figures in the article.
DOI: 10.5281/zenodo.14269731
title: NMR data: Position-Specific Substitution in Cellulose Ethers Studied by DNP Enhanced Solid-State NMR Spectroscopy

description: NMR data underlying the figures in the article.
DOI: 10.15468/dl.7b2ags
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Astragalus membrahaceus",
 "HasCoordinate is true",
 "Country is China",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015244-250515123054153/datasets/export for details.
DOI: 10.15468/dl.vrge2w
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Astragalus membrahaceus",
 "HasCoordinate is true",
 "Country is China",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015242-250515123054153/datasets/export for details.
DOI: 10.21227/bpqn-9a12
title: "COT-AD"

description: "This paper presents COT-AD, a comprehensive Dataset de-signed to enhance cotton crop analysis through computer vi-sion. Comprising over 25,000 images captured throughout thecotton growth cycle, with 5,000 annotated images, COT-ADincludes aerial imagery for field-scale detection and segmen-tation and high-resolution DSLR images documenting keydiseases. The annotations cover pest and disease recognition,vegetation, and weed analysis, addressing a critical gap incotton-specific agricultural datasets. COT-AD supports taskssuch as classification, segmentation, image restoration, en-hancement, deep generative model-based cotton crop synthesisand early disease management, advancing data-driven cropmanagement."