cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18683703
title: Datasets linking Swiss scholar information system and migrant data

description: Codebook, Description of Microdata

Les analyses longitudinales dans le domaine de la formation (LABB) résultent ducouplage, de l'harmonisation et d'un traitement longitudinal de sources de donnéesrelatives au système de formation (statistique des élèves SdL, statistiques des titresSBA, statistique de la formation professionnelle initiale SBG, statistique des étudiantset examens des hautes écoles SIUS), ainsi que du relevé structurel (RS) et de lastatistique de la population et des ménages (STATPOP). Pour plus d' information,veuillez visiter le site: www.labb.bfs.admin.ch <http://www.labb.bfs.admin.ch>
DOI: 10.5281/zenodo.18683704
title: Datasets linking Swiss scholar information system and migrant data

description: Codebook, Description of Microdata

Les analyses longitudinales dans le domaine de la formation (LABB) résultent ducouplage, de l'harmonisation et d'un traitement longitudinal de sources de donnéesrelatives au système de formation (statistique des élèves SdL, statistiques des titresSBA, statistique de la formation professionnelle initiale SBG, statistique des étudiantset examens des hautes écoles SIUS), ainsi que du relevé structurel (RS) et de lastatistique de la population et des ménages (STATPOP). Pour plus d' information,veuillez visiter le site: www.labb.bfs.admin.ch <http://www.labb.bfs.admin.ch>
DOI: 10.5281/zenodo.18174521
title: D1.4_Effect_of_Processing_Parameters_and_Wall_Thickness_on_the_Strength_of_Injection_Molded_Products_metadata
DOI: 10.5281/zenodo.18683741
title: D1.4_Effect_of_Processing_Parameters_and_Wall_Thickness_on_the_Strength_of_Injection_Molded_Products_metadata
DOI: 10.26165/juelich-data/i589ig
title: Code for paper: Validation of root hair upscaling in rhizosphere solute transport models

description: Code (Julia/gridap.jl) and meshes (gmsh) for FEM simulations of nutrient uptake by root hairs in the rhizospehre.
DOI: 10.3886/e246030
title: Kebbi State University of Science & Technology {KSUSTA} 2026/27 Direct Entry Form/JUPEB Form Is Out Now Call (07073028206)

description: Kebbi State University of Science & Technology {KSUSTA} 2026/27 Direct Entry Form/JUPEB Form Is Out Now Call (07073028206), TO APPLY CALL THE OFFICE OF THE REGISTRAR (07073028206) FOR FURTHER INFORMATION ON HOW TO MAKE YOUR PROPER REGISTRATION BEFORE THE CLOSING DATE.
DOI: 10.5281/zenodo.18681117
title: Side-Channel Analysis Dataset for Unified ML-DSA and ML-KEM Hardware Implementations (ML-KEM and masked components part)

description: This dataset contains power consumption traces captured from a unified hardware implementation of the FIPS 203 (ML-KEM) and FIPS 204 (ML-DSA) post-quantum cryptography standards. The data is intended for side-channel analysis, specifically for evaluating the leakage of signing and decapsulation operations.

First part of this dataset is available under 10.5281/zenodo.18681117.

Data Format & Structure

The datasets are provided in HDF5 format for efficient access to large-scale trace data. Each file is organized as follows:





Fixed Input Traces: Located in fixed/traces with corresponding inputs in fixed/input (or fixed/inputs for full phases where public components vary).




Random Input Traces: Located in random/traces with corresponding inputs in random/inputs.




Metadata: The settings group contains oscilloscope configurations and sampling parameters.



Input Data Specification

To assist with leakage assessment and attack verification, the input byte ranges are structured as follows:












Byte Range (ML-DSA-44)
Description
Byte Range (ML-KEM-512)
Description




0–2559
Secret key
0–1631
Secret key


2560
Context
1632–2399
Ciphertext


2561–2588
Message
2400–2431
Shared key


2589–5008
Signature
 
 








Note on Sampling: Full-phase datasets have been down-sampled to 10 samples per clock cycle to optimize storage while maintaining signal integrity for analysis.
DOI: 10.5281/zenodo.18681116
title: Side-Channel Analysis Dataset for Unified ML-DSA and ML-KEM Hardware Implementations (ML-KEM and masked components part)

description: This dataset contains power consumption traces captured from a unified hardware implementation of the FIPS 203 (ML-KEM) and FIPS 204 (ML-DSA) post-quantum cryptography standards. The data is intended for side-channel analysis, specifically for evaluating the leakage of signing and decapsulation operations.

First part of this dataset is available under 10.5281/zenodo.18681117.

Data Format & Structure

The datasets are provided in HDF5 format for efficient access to large-scale trace data. Each file is organized as follows:





Fixed Input Traces: Located in fixed/traces with corresponding inputs in fixed/input (or fixed/inputs for full phases where public components vary).




Random Input Traces: Located in random/traces with corresponding inputs in random/inputs.




Metadata: The settings group contains oscilloscope configurations and sampling parameters.



Input Data Specification

To assist with leakage assessment and attack verification, the input byte ranges are structured as follows:












Byte Range (ML-DSA-44)
Description
Byte Range (ML-KEM-512)
Description




0–2559
Secret key
0–1631
Secret key


2560
Context
1632–2399
Ciphertext


2561–2588
Message
2400–2431
Shared key


2589–5008
Signature
 
 








Note on Sampling: Full-phase datasets have been down-sampled to 10 samples per clock cycle to optimize storage while maintaining signal integrity for analysis.
DOI: 10.6084/m9.figshare.31362890
title: Bulk and single-cell transcriptomics for identification of potential diagnostic biomarkers associated with pulmonary arterial hypertension and integrated stress response and experimental validation

description: Pulmonary arterial hypertension (PAH) is a lethal vascular disorder characterized by irreversible remodeling of the pulmonary arteries, but the systematic role of the integrated stress response (ISR)-related genes (ISR-RGs) in its pathogenesis remains unexplored. This study aimed to identify and validate ISR-associated potential biomarkers for PAH using integrative bioinformatics, single-cell transcriptomics, and experimental approaches. We analyzed bulk RNA-seq datasets (GSE38267, GSE131793) and a single-cell RNA sequencing (scRNA-seq) dataset (GSE210248) from PAH patients and controls. A total of 529 ISR-RGs were integrated. Differential expression analysis, machine learning, and functional enrichment analyses were employed to identify potential biomarkers. A diagnostic nomogram was constructed and validated. Immune infiltration, regulatory networks, drug-gene interactions, and molecular docking were further investigated. Key cellular mechanisms were elucidated via scRNA-seq, and biomarker expression was validated using Reverse Transcription Quantitative Polymerase Chain Reaction (RT-qPCR) and Enzyme-linked immunosorbent assay (ELISA) in clinical whole blood samples. We identified four ISR-related diagnostic biomarkers: ABCC4, ATM, SERPINH1, and ZBTB40. These genes showed consistent dysregulation in PAH across multiple datasets and were integrated into a nomogram with good predictive performance (hosmer-lemeshow (HL) test <i>P</i> = 0.432). Gene set enrichment analysis (GSEA) revealed their involvement in translation, neutrophil degranulation, and glucocorticoid pathways. The scRNA-seq highlighted their cell-type-specific expression in T cells and monocytes. Molecular docking identified CAMONSERTIB as a potent ATM-targeting drug (binding energy: −10.2 kcal/mol), and its therapeutic effects on pulmonary arterial hypertension were validated through both animal and cellular models. RT-qPCR and Elisa confirmed upregulation of ABCC4 and downregulation of ATM, SERPINH1 and ZBTB40 in PAH patients. This study identified four novel ISR-related biomarkers for PAH and elucidated their roles in immune infiltration and cellular remodeling. The findings provided new insights into PAH pathogenesis and offered potential tools for diagnosis and targeted therapy.
DOI: 10.6084/m9.figshare.31362890.v1
title: Bulk and single-cell transcriptomics for identification of potential diagnostic biomarkers associated with pulmonary arterial hypertension and integrated stress response and experimental validation

description: Pulmonary arterial hypertension (PAH) is a lethal vascular disorder characterized by irreversible remodeling of the pulmonary arteries, but the systematic role of the integrated stress response (ISR)-related genes (ISR-RGs) in its pathogenesis remains unexplored. This study aimed to identify and validate ISR-associated potential biomarkers for PAH using integrative bioinformatics, single-cell transcriptomics, and experimental approaches. We analyzed bulk RNA-seq datasets (GSE38267, GSE131793) and a single-cell RNA sequencing (scRNA-seq) dataset (GSE210248) from PAH patients and controls. A total of 529 ISR-RGs were integrated. Differential expression analysis, machine learning, and functional enrichment analyses were employed to identify potential biomarkers. A diagnostic nomogram was constructed and validated. Immune infiltration, regulatory networks, drug-gene interactions, and molecular docking were further investigated. Key cellular mechanisms were elucidated via scRNA-seq, and biomarker expression was validated using Reverse Transcription Quantitative Polymerase Chain Reaction (RT-qPCR) and Enzyme-linked immunosorbent assay (ELISA) in clinical whole blood samples. We identified four ISR-related diagnostic biomarkers: ABCC4, ATM, SERPINH1, and ZBTB40. These genes showed consistent dysregulation in PAH across multiple datasets and were integrated into a nomogram with good predictive performance (hosmer-lemeshow (HL) test <i>P</i> = 0.432). Gene set enrichment analysis (GSEA) revealed their involvement in translation, neutrophil degranulation, and glucocorticoid pathways. The scRNA-seq highlighted their cell-type-specific expression in T cells and monocytes. Molecular docking identified CAMONSERTIB as a potent ATM-targeting drug (binding energy: −10.2 kcal/mol), and its therapeutic effects on pulmonary arterial hypertension were validated through both animal and cellular models. RT-qPCR and Elisa confirmed upregulation of ABCC4 and downregulation of ATM, SERPINH1 and ZBTB40 in PAH patients. This study identified four novel ISR-related biomarkers for PAH and elucidated their roles in immune infiltration and cellular remodeling. The findings provided new insights into PAH pathogenesis and offered potential tools for diagnosis and targeted therapy.
DOI: 10.15468/dl.murgrg
title: Occurrence Download

description: A dataset containing 49865 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dipsacus fullonum",
 "Continent is Europe",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 100",
 "Year is greater than or equal to 1970",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Material citation"
 ]
 }
 }
 ]
}

 The dataset includes 49865 records from 246 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027598-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31362893
title: From threatened to widespread: a non-genuine conservation status update for a now widespread Asian Hylid

description: Non-genuine conservation status updates threaten the trust in Red Listing, but they are necessary building blocks in science. In addition, they often highlight the critical need for basic field research. The Suweon treefrog, <i>Dryophytes suweonensis</i>, is a hylid species long thought to be range-restricted, and assessed as Endangered by the IUCN Red List of Threatened Species. This study aimed at determining the species of individuals encountered during call surveys in 2024 in China, and aimed to determine the areas of suitable habitat for the species. We sequenced the Cyt<i>b</i> gene fragment and compared the acoustic properties of some individuals sampled northern China to identify the species. We also built ecological models with MaxEnt to predict suitable habitats and guide future surveys. We genetically confirmed the identity of the population as <i>D. suweonensis,</i> more than 985 km north of the northernmost known locality for the species. The call properties also matched with those of <i>D. suweonensis</i>. The ecological niche models identified a very large area with suitable habitat spanning the northern Chinese plains. The species is not endemic to the Korean Peninsula, occurring in a significantly broader range, and thus, the population size is higher than previously assumed. The species is unlikely to be threatened, and this huge range extension highlights the need for additional field surveys for all amphibian species in the area. Long term, the use of conservation prioritisation tools will highlight conservation needs in the region.
DOI: 10.6084/m9.figshare.31362893.v1
title: From threatened to widespread: a non-genuine conservation status update for a now widespread Asian Hylid

description: Non-genuine conservation status updates threaten the trust in Red Listing, but they are necessary building blocks in science. In addition, they often highlight the critical need for basic field research. The Suweon treefrog, <i>Dryophytes suweonensis</i>, is a hylid species long thought to be range-restricted, and assessed as Endangered by the IUCN Red List of Threatened Species. This study aimed at determining the species of individuals encountered during call surveys in 2024 in China, and aimed to determine the areas of suitable habitat for the species. We sequenced the Cyt<i>b</i> gene fragment and compared the acoustic properties of some individuals sampled northern China to identify the species. We also built ecological models with MaxEnt to predict suitable habitats and guide future surveys. We genetically confirmed the identity of the population as <i>D. suweonensis,</i> more than 985 km north of the northernmost known locality for the species. The call properties also matched with those of <i>D. suweonensis</i>. The ecological niche models identified a very large area with suitable habitat spanning the northern Chinese plains. The species is not endemic to the Korean Peninsula, occurring in a significantly broader range, and thus, the population size is higher than previously assumed. The species is unlikely to be threatened, and this huge range extension highlights the need for additional field surveys for all amphibian species in the area. Long term, the use of conservation prioritisation tools will highlight conservation needs in the region.
DOI: 10.5281/zenodo.18664130
title: Mitochondrial Evidence Uncovers a Pliocene Refugium for the Caracal (Caracal caracal) in Southwestern Türkiye
DOI: 10.5281/zenodo.18664129
title: Mitochondrial Evidence Uncovers a Pliocene Refugium for the Caracal (Caracal caracal) in Southwestern Türkiye
DOI: 10.5281/zenodo.18670586
title: Side-Channel Analysis Dataset for Unified ML-DSA and ML-KEM Hardware Implementations (ML-DSA part)

description: This dataset contains power consumption traces captured from a unified hardware implementation of the FIPS 203 (ML-KEM) and FIPS 204 (ML-DSA) post-quantum cryptography standards. The data is intended for side-channel analysis, specifically for evaluating the leakage of signing and decapsulation operations.

Second part of this dataset is available under 10.5281/zenodo.18681117.

Data Format & Structure

The datasets are provided in HDF5 format for efficient access to large-scale trace data. Each file is organized as follows:





Fixed Input Traces: Located in fixed/traces with corresponding inputs in fixed/input (or fixed/inputs for full phases where public components vary).




Random Input Traces: Located in random/traces with corresponding inputs in random/inputs.




Metadata: The settings group contains oscilloscope configurations and sampling parameters.



Input Data Specification

To assist with leakage assessment and attack verification, the input byte ranges are structured as follows:












Byte Range (ML-DSA-44)
Description
Byte Range (ML-KEM-512)
Description




0–2559
Secret key
0–1631
Secret key


2560
Context
1632–2399
Ciphertext


2561–2588
Message
2400–2431
Shared key


2589–5008
Signature
 
 








Note on Sampling: Full-phase datasets have been down-sampled to 10 samples per clock cycle to optimize storage while maintaining signal integrity for analysis.
DOI: 10.5281/zenodo.18670585
title: Side-Channel Analysis Dataset for Unified ML-DSA and ML-KEM Hardware Implementations (ML-DSA part)

description: This dataset contains power consumption traces captured from a unified hardware implementation of the FIPS 203 (ML-KEM) and FIPS 204 (ML-DSA) post-quantum cryptography standards. The data is intended for side-channel analysis, specifically for evaluating the leakage of signing and decapsulation operations.

Second part of this dataset is available under 10.5281/zenodo.18681117.

Data Format & Structure

The datasets are provided in HDF5 format for efficient access to large-scale trace data. Each file is organized as follows:





Fixed Input Traces: Located in fixed/traces with corresponding inputs in fixed/input (or fixed/inputs for full phases where public components vary).




Random Input Traces: Located in random/traces with corresponding inputs in random/inputs.




Metadata: The settings group contains oscilloscope configurations and sampling parameters.



Input Data Specification

To assist with leakage assessment and attack verification, the input byte ranges are structured as follows:












Byte Range (ML-DSA-44)
Description
Byte Range (ML-KEM-512)
Description




0–2559
Secret key
0–1631
Secret key


2560
Context
1632–2399
Ciphertext


2561–2588
Message
2400–2431
Shared key


2589–5008
Signature
 
 








Note on Sampling: Full-phase datasets have been down-sampled to 10 samples per clock cycle to optimize storage while maintaining signal integrity for analysis.
DOI: 10.15468/dl.eghydz
title: Occurrence Download

description: A dataset containing 28337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepomis megalotis",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 28337 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027624-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qccatz
title: Occurrence Download

description: A dataset containing 5337 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)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Sporobolus mitchellii"
 ]
}

 The dataset includes 5337 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027627-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ususr7
title: Occurrence Download

description: A dataset containing 33220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinochloa",
 "Continent is Europe",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 100",
 "Year is greater than or equal to 1970",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Material citation"
 ]
 }
 }
 ]
}

 The dataset includes 33220 records from 204 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027625-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9dcad3
title: Occurrence Download

description: A dataset containing 54186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melia azedarach",
 "HasCoordinate is true"
 ]
}

 The dataset includes 54186 records from 599 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027599-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5ugzb
title: Occurrence Download

description: A dataset containing 206140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Allamanda blanchetii, Annona leptopetala, Balfourodendron molle, Bauhinia acuruana, Calliandra aeschynomenoides, Cenostigma macrophyllum, Cenostigma microphyllum, Cenostigma pyramidale, Cereus jamacaru, Chloroleucon foliolosum, Cnidoscolus bahianus, Combretum leprosum, Bursera leptophloeos, Cratylia bahiensis, Croton tricolor, Croton blanchetianus, Croton grewioides, Croton heliotropiifolius, Croton nepetifolius, Cuspidaria lateriflora, Cynophalla flexuosa, Dahlstedtia araripensis, Dalbergia cearensis, Erythroxylum revolutum, Eugenia stictopetala, Genipa americana, Guapira graciliflora, Handroanthus impetiginosum, Helicteres velutina, Erythroxylum revolutum, Jatropha mollissima, Jatropha mutabilis, Jatropha ribifolia, Lantana camara, Lippia alba, Lippia grata, Manihot pseudoglaziovii, Manilkara salzmannii, Mansoa paganuccii, Melochia tomentosa, Neocalyptrocalyx longifolium, Peltogyne pauciflora, Pilosocereus pachycladus, Piptadenia retusa, Pityrocarpa moniliformis, Prosopis juliflora, Sapium glandulosum, Sarcomphalus joazeiro, Senegalia bahiensis, Senegalia piauhiensis, Senna acuruensis, Senna cana, Senna rizzinii, Solanum rhytidoandrum, Spondias tuberosa, Syagrus coronata, Trischidium molle, Varronia leucocephala, Waltheria brachypetala, Xiquexique tuberculatus, Zanthoxylum stelligerum)",
 "BasisOfRecord is one of (Specimen, Machine Observation, Living Specimen, Human Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 206140 records from 1074 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027597-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jbbzan
title: Occurrence Download

description: A dataset containing 1749 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Tremarctos ornatus (F.G.Cuvier, 1825)"
 ]
}

 The dataset includes 1749 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000395-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9tda5a
title: Occurrence Download

description: A dataset containing 412 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Cetradonia linearis (A.Evans) J.C.Wei & Ahti)"
 ]
}

 The dataset includes 412 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000396-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/5502
title: redpajama-data-1t_urls