cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16102870
title: Supplementary Data for 'Rules of engagement: determinants of chemokine receptor activation and selectivity by CCL27 and CCL28'

description: Supp. Data 1: 3D coordinates of AF2 models of receptor-chemokine complexes presented in the manuscript, in PDB format, with pLDDT scores in the B-factor field.Supp. Data 2: 3D coordinates of AF3 models of the same receptor-chemokine complexes, in PDB format, with pLDDT scores in the B-factor field.Supp. Data 3: Interactive ICM Browser sessions for the molecular figures in the manuscript.
DOI: 10.34740/kaggle/dsv/14998131
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.y92h2b
title: Occurrence Download

description: A dataset containing 345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heteromys gaumeri",
 "HasCoordinate is true",
 "EventDate is 2000-01-01,2025-12-31"
 ]
}

 The dataset includes 345 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004687-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7w3tk
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spilogale yucatanensis",
 "HasCoordinate is true",
 "EventDate is 2000-01-01,2025-12-31"
 ]
}

 The dataset includes 100 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004689-260226173443078/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.29365511
title: The chromosomal genome assembly and genome annotation of <i>The Japanes pavement ant,</i><i> </i><i>Tetramorium tsushimae</i> Emery<i>.</i>

description: This chromosome-level genome represents the first high-resolution genomic resource for <i>JPA</i>, significantly advancing our capacity to explore the genetic basis of ant ecology, adaptation, and sociality. It provides a foundational platform for evolutionary genomics, synteny studies, and potential biocontrol applications, paving the way for broader investigations into the molecular ecology and evolution of social insects.
DOI: 10.6084/m9.figshare.29365511.v1
title: The chromosomal genome assembly and genome annotation of <i>The Japanes pavement ant,</i><i> </i><i>Tetramorium tsushimae</i> Emery<i>.</i>

description: This chromosome-level genome represents the first high-resolution genomic resource for <i>JPA</i>, significantly advancing our capacity to explore the genetic basis of ant ecology, adaptation, and sociality. It provides a foundational platform for evolutionary genomics, synteny studies, and potential biocontrol applications, paving the way for broader investigations into the molecular ecology and evolution of social insects.
DOI: 10.6084/m9.figshare.29365511.v2
title: The chromosomal genome assembly and genome annotation of <i>The Japanes pavement ant,</i><i> </i><i>Tetramorium tsushimae</i> Emery<i>.</i>

description: This chromosome-level genome represents the first high-resolution genomic resource for <i>JPA</i>, significantly advancing our capacity to explore the genetic basis of ant ecology, adaptation, and sociality. It provides a foundational platform for evolutionary genomics, synteny studies, and potential biocontrol applications, paving the way for broader investigations into the molecular ecology and evolution of social insects.
DOI: 10.5281/zenodo.18818552
title: Replication Package: Can Small LLMs Detect Defect-Prone Code Smells? An Empirical Evaluation of 8B--30B Models Against a Ground-Truth Dataset

description: Replication package for the paper "Can Small LLMs Detect Defect-Prone Code Smells? An Empirical Evaluation of 8B–30B Models Against a Ground-Truth Dataset", submitted to EASE 2026.

Contains: 

(1) a ground-truth dataset of 1,200 stratified code smell samples labeled as harmful or not harmful via the SZZ algorithm, (2) 14,400 raw LLM evaluation outputs from 4 open-source models (Qwen3-Coder 30B, DeepSeek-Coder-V2 16B, Llama 3.1 8B, Granite 3.1 Dense 8B) across 3 prompting strategies (zero-shot, one-shot, chain-of-thought), (3) computed evaluation metrics (precision, recall, F1, MCC), and (4) all evaluation and analysis scripts.
DOI: 10.34804/supra.20210928121
title: Complexation study of brilliant cresyl blue with β-cyclodextrin and its derivatives by UV–vis and fluorospectrometry

description: null
DOI: 10.15468/dl.kqxyhs
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Honduras",
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera onca"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004690-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18818634
title: phyllodesmium_magnum_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.18818633
title: phyllodesmium_magnum_decontaminated_FSCR.fasta.gz
DOI: 10.15468/dl.dqpggr
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cryptotis mayensis",
 "HasCoordinate is true",
 "EventDate is 2000-01-01,2025-12-31"
 ]
}

 The dataset includes 80 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004691-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v726nn
title: Occurrence Download

description: A dataset containing 319 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Recurso hidrobiológico del proyecto: Subestación Toluviejo 220 kv y líneas asociadas - Tramo 1"
 ]
}

 The dataset includes 319 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004692-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ahr3bs
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Peromyscus yucatanicus",
 "HasCoordinate is true",
 "EventDate is 2000-01-01,2025-12-31"
 ]
}

 The dataset includes 168 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004693-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vuz2wt
title: Occurrence Download

description: A dataset containing 193 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Recurso Hidrobiológico del proyecto: Subestación Toluviejo 220 kv y líneas asociadas - Tramo 2"
 ]
}

 The dataset includes 193 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004694-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w63qh9
title: Occurrence Download

description: A dataset containing 24071 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Meleagris ocellata",
 "HasCoordinate is true",
 "EventDate is 2000-01-01,2025-12-31"
 ]
}

 The dataset includes 24071 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004695-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18818613
title: Supporting Data for Discovering molecular modulators with ultra-high-throughput nanoswitch screening
DOI: 10.5281/zenodo.18818612
title: Supporting Data for Discovering molecular modulators with ultra-high-throughput nanoswitch screening
DOI: 10.15468/dl.rkhb22
title: Occurrence Download

description: A dataset containing 9430 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Doricha eliza",
 "HasCoordinate is true",
 "EventDate is 2000-01-01,2025-12-31"
 ]
}

 The dataset includes 9430 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004696-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34804/supra.20210928135
title: Electron Density Shift in Imidazolium Derivatives upon Complexation with Cucurbit[6]uril

description: Abstract In this study, we have investigated the supramolecular interaction between series of 1-alkyl-3-methylimidazolium guests with variable alkyl substituent lengths and cucurbit[6]uril (CB6) in...
DOI: 10.5281/zenodo.18816033
title: Petrocoptis Raw Illumina Paired-End Reads from Angiosperms353 Target Capture

description: This repository contains raw 150 bp paired-end Illumina reads generated for Petrocoptis using the Angiosperms353 target enrichment kit.

Total genomic DNA was extracted from silica-dried leaf tissue using a CTAB protocol. Indexed libraries were prepared with the NEBNext Ultra II DNA Library Prep Kit, size-selected to ~150 bp, and amplified by PCR. Target enrichment was performed with the myBaits Angiosperms353 probe set following the manufacturer’s protocol.

Enriched libraries were sequenced on an Illumina HiSeq platform.

The dataset includes raw FASTQ files and associated sample metadata to enable independent sequence assembly, locus recovery, and phylogenomic analyses.
DOI: 10.5281/zenodo.18816034
title: Petrocoptis Raw Illumina Paired-End Reads from Angiosperms353 Target Capture

description: This repository contains raw 150 bp paired-end Illumina reads generated for Petrocoptis using the Angiosperms353 target enrichment kit.

Total genomic DNA was extracted from silica-dried leaf tissue using a CTAB protocol. Indexed libraries were prepared with the NEBNext Ultra II DNA Library Prep Kit, size-selected to ~150 bp, and amplified by PCR. Target enrichment was performed with the myBaits Angiosperms353 probe set following the manufacturer’s protocol.

Enriched libraries were sequenced on an Illumina HiSeq platform.

The dataset includes raw FASTQ files and associated sample metadata to enable independent sequence assembly, locus recovery, and phylogenomic analyses.
DOI: 10.6084/m9.figshare.31438162
title: ReviewAid: An Open-Source Tool for Efficient PICO-Based Screening and Data Extraction in Systematic Reviews [Validation Dataset]

description: This validation dataset includes the <b>benchmark data used to assess the performance</b> of the ReviewAid tool in automating PICO-based study screening and structured data extraction from research articles. It is intended to support reproducibility and transparency for researchers evaluating ReviewAid’s accuracy and reliability.
DOI: 10.6084/m9.figshare.31438162.v1
title: ReviewAid: An Open-Source Tool for Efficient PICO-Based Screening and Data Extraction in Systematic Reviews [Validation Dataset]

description: This validation dataset includes the <b>benchmark data used to assess the performance</b> of the ReviewAid tool in automating PICO-based study screening and structured data extraction from research articles. It is intended to support reproducibility and transparency for researchers evaluating ReviewAid’s accuracy and reliability.
DOI: 10.5281/zenodo.13972509
title: Calvo-Yuste&_2024_dataset_plants
DOI: 10.5281/zenodo.13972469
title: Calvo-Yuste&_2024_dataset_plants
DOI: 10.15468/dl.xmvk8e
title: Occurrence Download

description: A dataset containing 3733 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Pl@ntNet observations",
 "Country is Chile",
 "MediaType is Image"
 ]
}

 The dataset includes 3733 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004698-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18816716
title: Diffraction and resonant scattering data of Pr(x)Y(1-x)Ba2Cu3O(6+y) thin films

description: The dataset for high-energy X-ray Diffraction contains reconstructed 3D volumes of reciprocal space acquired in the (H,K,L) ranges [-5,5], [-5,5], [-15,15], with 1024 x 1024 x 1024. "PBCO" stands for PrBa2Cu3O7 sample. R_CALAS28 for "Pr(0.3)Y(0.7)Ba2Cu3O7. Data are saved as h5 files.

The dataset for Resonant X-ray Scattering is uploaded as a .spec file, which can be opened with text editors or PyMCA.
DOI: 10.5281/zenodo.18816715
title: Diffraction and resonant scattering data of Pr(x)Y(1-x)Ba2Cu3O(6+y) thin films

description: The dataset for high-energy X-ray Diffraction contains reconstructed 3D volumes of reciprocal space acquired in the (H,K,L) ranges [-5,5], [-5,5], [-15,15], with 1024 x 1024 x 1024. "PBCO" stands for PrBa2Cu3O7 sample. R_CALAS28 for "Pr(0.3)Y(0.7)Ba2Cu3O7. Data are saved as h5 files.

The dataset for Resonant X-ray Scattering is uploaded as a .spec file, which can be opened with text editors or PyMCA.
DOI: 10.21227/03gz-cy76
title: "Aspen Airport Volt--VAR Curve Cyberattack and Adversarial Dataset for Robust Smart-Inverter Attack Detection"

description: "This data article presents three companion datasets for cyberattack detection on smart-inverter Volt-VAR curve breakpoint settings: (i) labeled stealthy attack samples generated by bounded perturbations of the six per-unit voltage breakpoints (v1-v6), (ii) matched labeled non-attack (benign) samples, and (iii) adversarial breakpoint samples crafted to challenge learned detectors. Data are produced using a distribution-system simulation workflow (OpenDSS accessed through Python) on an Aspen Airport feeder model, where breakpoint vectors are generated under strict monotonicity and value-range constraints to emulate realistic command-level setpoint tampering without obviously invalid curves. Each record contains the breakpoint vector and a binary label (attack\/non-attack), enabling reproducible benchmarking of detection models that operate directly on configuration-layer parameters rather than only downstream measurements. In addition to the raw CSV files, we provide reference scripts and notebooks that reproduce the generator, train multiple AI baselines (tree-based and deep models, including a tabular residual network), and export adversarial samples for robustness evaluation. Together, these resources support research on resilient monitoring, adversarial training, and secure DER interoperability workflows."
DOI: 10.5281/zenodo.18818697
title: UBIRIS v1 External Validation - Fractal Iris Analysis Pipeline v5.1 · Argira Station

description: External validation of the Argira Station fractal iris analysis pipeline (v5.1) on 6 subjects from the UBIRIS v1 color-visible iris database. Reports D_global (1.76–1.83), Auric Index, and nevus metrics consistent with the original study. First observation of significant Auric Index (A=0.400, p=0.979) in an unknown subject from general population. Related preprint: DOI 10.5281/zenodo.18781344
DOI: 10.5281/zenodo.18818696
title: UBIRIS v1 External Validation - Fractal Iris Analysis Pipeline v5.1 · Argira Station

description: External validation of the Argira Station fractal iris analysis pipeline (v5.1) on 6 subjects from the UBIRIS v1 color-visible iris database. Reports D_global (1.76–1.83), Auric Index, and nevus metrics consistent with the original study. First observation of significant Auric Index (A=0.400, p=0.979) in an unknown subject from general population. Related preprint: DOI 10.5281/zenodo.18781344
DOI: 10.15468/dl.4td9f3
title: Occurrence Download

description: A dataset listing the 15533 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Botswana",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 15533 records were derived from 589 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004701-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jv7kv6
title: Occurrence Download

description: A dataset listing the 206976 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 206976 records were derived from 2678 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004700-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.muejyj
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060780-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lqfxdj
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001459-180920211646547/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7eazb5
title: Occurrence Download

description: A dataset containing 218589 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "Geometry POLYGON((-75.05859 -20.66567,-74.35547 -26.77699,-78.92578 -42.05908,-79.27734 -52.28966,-72.24609 -58.28177,-61.34766 -56.57885,-64.16016 -51.85749,-63.45703 -47.30307,-50.44922 -34.91476,-33.92578 -17.34224,-65.91797 -17.00635,-75.05859 -20.66567))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Actinopterygii",
 "TaxonKey is Elasmobranchii",
 "TaxonKey is Holocephali",
 "TaxonKey is Cephalaspidomorphi",
 "TaxonKey is Myxini",
 "TaxonKey is Sarcopterygii"
 ]
 }
 ]
}

 The dataset includes 218589 records from 208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010849-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ogrst
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001533-180920211646547/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qgi12b
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060867-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2e26d
title: Occurrence Download

description: A dataset containing 97759 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Acer rubrum L., Senecio integerrimus Nutt.)"
 ]
}

 The dataset includes 97759 records from 294 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152639-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dybfff
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060835-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.i1dobu
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001505-180920211646547/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nzkfym
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001541-180920211646547/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txuzd1
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060836-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qgfatd
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001554-180920211646547/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.