cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.x9ya5f
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((119.143 5.803142, 119.072378 5.797571, 119.003499 5.780996, 118.938063 5.753827, 118.877683 5.716732, 118.823848 5.670629, 118.777884 5.616653, 118.740922 5.556135, 118.71387 5.490569, 118.697392 5.421568, 118.69189 5.350834, 118.697494 5.280108, 118.714065 5.21113, 118.74119 5.1456, 118.778199 5.085128, 118.824179 5.031202, 118.877998 4.985149, 118.938331 4.9481, 119.003694 4.920966, 119.07248 4.904414, 119.143 4.898852, 119.21352 4.904414, 119.282306 4.920966, 119.347669 4.9481, 119.408002 4.985149, 119.461821 5.031202, 119.507801 5.085128, 119.54481 5.1456, 119.571935 5.21113, 119.588506 5.280108, 119.59411 5.350834, 119.588608 5.421568, 119.57213 5.490569, 119.545078 5.556135, 119.508116 5.616653, 119.462152 5.670629, 119.408317 5.716732, 119.347937 5.753827, 119.282501 5.780996, 119.213622 5.797571, 119.143 5.803142))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 35 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002180-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34808/chxg-9011
title: Raw files from digital image correlation analysis of total shrinkage of 3D-printed concrete reference mixture. Part 3/4

description: Raw image files recorded by the ARAMIS digital image correlation system for 3D-printed concrete reference mixtures. The files were used for displacement and strain analysis. Sample designation in the files is consistent with the sample designation used in the manuscript associated with the dataset. Part 3/4
M0 - reference sampleM20B - 20% of aggregate replaced with brick aggregateM20M - 20% of aggregate replaced with magnetite aggregate
DOI: 10.3886/e244532
title: College of Nursing Sciences, Adazi-Nnukwu, Anambra State, 2026/2027 ADMISSION FORM is out call 09031383306 DR MR JAMES (+249031383306) for TRANSCRIPT Collection School Admin Line 09031383306 To apply Also 2026/2027 Nursing form

description: College of Nursing Sciences, Adazi-Nnukwu, Anambra State, 2026/2027 ADMISSION FORM is out call 09031383306 DR MR JAMES (+249031383306) for TRANSCRIPT Collection School Admin Line 09031383306 To apply Also 2026/2027 Nursing form
DOI: 10.15468/dl.hbej55
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Hong Kong",
 "TaxonKey is Lissodynerus septemfasciatus"
 ]
}

 The dataset includes 19 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002184-260120142942310/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/14568799
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.34808/vxha-v324
title: Raw files from digital image correlation analysis of total shrinkage of 3D-printed concrete reference mixture. Part 2/4

description: Raw image files recorded by the ARAMIS digital image correlation system for 3D-printed concrete reference mixtures. The files were used for displacement and strain analysis. Sample designation in the files is consistent with the sample designation used in the manuscript associated with the dataset. Part 2/4
M0 - reference sampleM20B - 20% of aggregate replaced with brick aggregateM20M - 20% of aggregate replaced with magnetite aggregate
DOI: 10.17632/zh8ff673j7
title: bulk blood RNA-Seq for Energy Balance in early-lactation dairy cows

description: In this dataset, we provide the supplementary material for the manuscript "Decoding early-lactation energy balance in dairy cows using blood co-expression networks and candidate markers" from the Journal of Dairy Science.
DOI: 10.17632/zh8ff673j7.1
title: bulk blood RNA-Seq for Energy Balance in early-lactation dairy cows

description: In this dataset, we provide the supplementary material for the manuscript "Decoding early-lactation energy balance in dairy cows using blood co-expression networks and candidate markers" from the Journal of Dairy Science.
DOI: 10.17632/fmtrxypdcs
title: Integrating Digital Animation in Social Sciences Education

description: Integrating Digital Animation in Social Sciences Education: A Systematic Review of Animaker’s Educational Potential and Challenges
DOI: 10.17632/fmtrxypdcs.1
title: Integrating Digital Animation in Social Sciences Education

description: Integrating Digital Animation in Social Sciences Education: A Systematic Review of Animaker’s Educational Potential and Challenges
DOI: 10.17632/5gpby78pzs
title: T-AD

description: adsorption of several dyes
DOI: 10.17632/5gpby78pzs.1
title: T-AD

description: adsorption of several dyes
DOI: 10.15468/dl.dd5vuf
title: Occurrence Download

description: A dataset containing 271 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abrodictyum obscurum, Abrophyllum ornans, Abrotanella forsteroides, Abrotanella scapigera, Acacia acanthoclada acanthoclada, Acacia acuminata, Acacia aemula muricata, Acacia alata, Acacia assimilis atroviridis)",
 "Year is greater than or equal to 2016",
 "Year is less than or equal to 2020",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 271 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002186-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/f35hwpf74x
title: Molecular dynamics simulations of interactions between polymeric nanoparticles and lipid membranes - companion dataset

description: This is a companion repository to my PhD Thesis - "Molecular dynamics simulations of interactions between polymeric nanoparticles and lipid membranes", realised at Jagiellonian University in Cracow. 

The repository contains animated trajectories, GROMACS binary topology (.tpr) files, as well as topology include files (.itp) facilitating reuse.

For more details, please consult the included Readme.pdf document.
DOI: 10.17632/f35hwpf74x.2
title: Molecular dynamics simulations of interactions between polymeric nanoparticles and lipid membranes - companion dataset

description: This is a companion repository to my PhD Thesis - "Molecular dynamics simulations of interactions between polymeric nanoparticles and lipid membranes", realised at Jagiellonian University in Cracow. 

The repository contains animated trajectories, GROMACS binary topology (.tpr) files, as well as topology include files (.itp) facilitating reuse.

For more details, please consult the included Readme.pdf document.
DOI: 10.17632/j59txzttym.1
title: Spectroelectrochemical data of dopamine/epinephrine mixtures by combining amperometry and molecular fluorescence

description: This dataset contains emission spectra obtained through the amperometry-based spectroelectrochemical analysis of solutions containing mixtures of dopamine and epinephrine in a phosphate buffer (pH 7.0). The analysis consisting in measuring emission spectra while amperograms were being measured at a fixed potential, doing so in three different potentials. These measurements used an Cary Eclipse spectrofluorometer (Agilent Technologies), an Autolab PGSTAT 101 (Metrohm), DRP-110 screen printed electrodes (DropSens) and a custom-made cell.
DOI: 10.15468/dl.s324br
title: Occurrence Download

description: A dataset containing 232026 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen)",
 "Country is one of (Korea (Democratic People’s Republic of), Korea, Republic of, China, Bhutan, Pakistan, Nepal, Japan, Mongolia, Tajikistan, Uzbekistan, Turkmenistan, India)",
 "Geometry POLYGON((-180 25,180 25,180 90,-180 90,-180 25))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Acer, Tilia, Populus, Salix, Fraxinus)"
 ]
}

 The dataset includes 232026 records from 294 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002145-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34808/85sq-yj81
title: Raw files from digital image correlation analysis of total shrinkage of 3D-printed concrete reference mixture. Part 1/4

description: Raw image files recorded by the ARAMIS digital image correlation system for 3D-printed concrete reference mixtures. The files were used for displacement and strain analysis. Sample designation in the files is consistent with the sample designation used in the manuscript associated with the dataset. Part 1/4
M0 - reference sampleM20B - 20% of aggregate replaced with brick aggregateM20M - 20% of aggregate replaced with magnetite aggregate
DOI: 10.5281/zenodo.18231325
title: mutREAD sequencing data from ""Guardian ubiquitin E3 ligases target cancer-associated APOBEC3 deaminases for degradation to promote human genome integrity""

description: Monoclonal RKO - DOX -Cas9 -P2A - GFP cell lines that also have a homozygous knock -out of UNG2 - / - and either nothing or MYC -mCherry -P2A -3xHA -A3H -I over -expressed were generated. As a control the cell line without A3H -I over -expression was transduced with sgA3B to generate A3B knock -out cells. These cells were transduced with DualCRISPR -hU6 -sgRNA -mU6 -sgRNA - iRFP670 targeting indicated genes and bulk sorted for iRFP + cells. Cas9 was induced with DOX and sequential samples collected up to 10 days after induction. Cells were harvested on Day 6 and Day 10 after Cas9 induction. E3 ligase knock -outs were verified by WB and gDNA extracted.

This dataset contains the reads of three clonal cell lines denoted RA1, R2, and R2+219. These were derived from the parental clone (RKO - DOX -Cas9 -P2A - GFP cell lines that also have a homozygous knock -out of UNG2 - / - ).Three E3-ligases (sgHUWE1, sgUBR4, and sgUBR5 ) were knocked out to test the effect of knockout versus the control genotype (sgAAVS1) on the generation of apobec related mutational signatures SBS2 and SBS13.The genetic background of the clonal cell lines  is as follows:RA1 = [UNG -/-, A3H-I overexpression]R2 =  [UNG -/-]R2+219 = [UNG -/-, sgA3B (knockout)]

Raw reads were processed according to GATK4 best practices. Briefly, reads were mapped to the GRCh38 human reference genome and single nucleotide substitutions and InDels were called with Mutect2 in tumor-only mode. Resulting variants were filtered by only retaining variants with Mutect2 quality status ‘PASS’ and variant allele frequency (VAF) between 0.3 and 0.7. Variants  In order to exclude cell-line specific variants found in the parental clone, we obtained 30x whole genome sequencing (BGITech Global, BGI Genomics Co., Ltd.) from the parental clone (RKO-DOX-Cas9-P2A-GFP) and retained only variants which were not also present in the parental clone.
DOI: 10.5281/zenodo.18231326
title: mutREAD sequencing data from ""Guardian ubiquitin E3 ligases target cancer-associated APOBEC3 deaminases for degradation to promote human genome integrity""

description: Monoclonal RKO - DOX -Cas9 -P2A - GFP cell lines that also have a homozygous knock -out of UNG2 - / - and either nothing or MYC -mCherry -P2A -3xHA -A3H -I over -expressed were generated. As a control the cell line without A3H -I over -expression was transduced with sgA3B to generate A3B knock -out cells. These cells were transduced with DualCRISPR -hU6 -sgRNA -mU6 -sgRNA - iRFP670 targeting indicated genes and bulk sorted for iRFP + cells. Cas9 was induced with DOX and sequential samples collected up to 10 days after induction. Cells were harvested on Day 6 and Day 10 after Cas9 induction. E3 ligase knock -outs were verified by WB and gDNA extracted.

This dataset contains the reads of three clonal cell lines denoted RA1, R2, and R2+219. These were derived from the parental clone (RKO - DOX -Cas9 -P2A - GFP cell lines that also have a homozygous knock -out of UNG2 - / - ).Three E3-ligases (sgHUWE1, sgUBR4, and sgUBR5 ) were knocked out to test the effect of knockout versus the control genotype (sgAAVS1) on the generation of apobec related mutational signatures SBS2 and SBS13.The genetic background of the clonal cell lines  is as follows:RA1 = [UNG -/-, A3H-I overexpression]R2 =  [UNG -/-]R2+219 = [UNG -/-, sgA3B (knockout)]

Raw reads were processed according to GATK4 best practices. Briefly, reads were mapped to the GRCh38 human reference genome and single nucleotide substitutions and InDels were called with Mutect2 in tumor-only mode. Resulting variants were filtered by only retaining variants with Mutect2 quality status ‘PASS’ and variant allele frequency (VAF) between 0.3 and 0.7. Variants  In order to exclude cell-line specific variants found in the parental clone, we obtained 30x whole genome sequencing (BGITech Global, BGI Genomics Co., Ltd.) from the parental clone (RKO-DOX-Cas9-P2A-GFP) and retained only variants which were not also present in the parental clone.
DOI: 10.17632/rgp9xy5gy2.1
title: BD Guava Fruit and Leaf Disease Dataset

description: Bangladesh, being a major guava-producing country, relies heavily on seasonal harvests. 
However, diseases such as algal leaf spot, red rust, scab, and black mold severely impact guava 
yield and farmer income [4]. Early detection is essential to prevent large-scale infection and 
ensure sustainable fruit production. With the increasing availability of affordable computing 
power and image-based data, deep learning provides a powerful solution for rapid and accurate 
disease identification. 
Previous works have demonstrated the high potential of deep learning models in similar 
agricultural domains. For example, YOLOv8 has been successfully applied in apple orchard 
segmentation tasks, outperforming Mask R-CNN in both accuracy and inference speed, 
achieving precision up to 0.93 and recall 0.97, proving its robustness for real-time agricultural 
applications [5]. Similarly, in tomato grading, YOLOv7 achieved 99.2% accuracy and 99.4% 
recovery rate in detecting and classifying tomato quality, highlighting the power of convolutional 
deep learning in fruit analysis [6]. 
Inspired by these advancements, this study applies YOLO and CNN models for guava leaf and 
fruit disease detection to enhance precision agriculture in Bangladesh. The integration of these 
models into user-friendly platforms such as Tkinter and Gradio aims to assist farmers and 
researchers in diagnosing diseases efficiently, thereby reducing crop losses and improving yield 
quality.
DOI: 10.15468/dl.h2fazy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((101.27 1.511182, 101.199713 1.505614, 101.131157 1.489048, 101.066022 1.46189, 101.005912 1.424811, 100.952308 1.378723, 100.906529 1.324763, 100.869702 1.264259, 100.842733 1.198701, 100.826287 1.129704, 100.820766 1.058967, 100.826307 0.988232, 100.842772 0.919239, 100.869754 0.853689, 100.906591 0.793194, 100.952373 0.739243, 101.005974 0.6931659999999999, 101.066075 0.656095, 101.131196 0.628945, 101.199733 0.612383, 101.27 0.606816, 101.340267 0.612383, 101.408804 0.628945, 101.473925 0.656095, 101.534026 0.6931659999999999, 101.587627 0.739243, 101.633409 0.793194, 101.670246 0.853689, 101.697228 0.919239, 101.713693 0.988232, 101.719234 1.058967, 101.713713 1.129704, 101.697267 1.198701, 101.670298 1.264259, 101.633471 1.324763, 101.587692 1.378723, 101.534088 1.424811, 101.473978 1.46189, 101.408843 1.489048, 101.340287 1.505614, 101.27 1.511182))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002187-260120142942310/datasets/export for details.
DOI: 10.17632/9v3g5x3sw5
title: Dataset of figures and summary tables supporting the review: "The Role and Mechanism of Hair Follicle Neural Crest Stem Cells and Their Exosomes in Repair of Peripheral Nerve Injury"

description: This dataset contains all summary figures and comprehensive table files directly associated with the review article titled "The Role and Mechanism of Hair Follicle Neural Crest Stem Cells and Their Exosomes in Repair of Peripheral Nerve Injury". This review systematically summarizes recent advances in using hair follicle neural crest stem cells (hfNCSCs) and their exosomes for peripheral nerve injury (PNI) repair, with a focus on molecular mechanisms and translational applications.
This dataset does not contain primary experimental data. Instead, it provides derivative content generated from the systematic analysis of existing literature, aiming to present domain knowledge in a clear and visual format. It includes:
PRISMA Flow Diagram:
Formats: SVG (editable vector)
Details: Documents literature screening process across PubMed and CNKI databases, with exclusion criteria and final inclusion count (n=89 studies). 
Comprehensive Comparison Tables:
Table 1: A comparative analysis table of the characteristics of hfNCSCs versus other stem cell types (e.g., mesenchymal stem cells), adapted from literature.
Table 2: A comparison table of mainstream exosome isolation techniques (e.g., ultracentrifugation, size-exclusion chromatography, polymer-based precipitation), detailing their principles, advantages, and limitations.
Table 3: A summary table of the therapeutic applications and outcomes of exosomes derived from various stem cell sources in different PNI animal models.
Mechanistic Schematic Diagrams:
Figure 1: A schematic diagram illustrating the mechanisms by which hfNCSCs promote nerve regeneration, including multipotent differentiation, neurotrophic factor secretion, and immunomodulation.
Figure 2: A schematic diagram illustrating the mechanisms by which stem cell-derived exosomes promote nerve repair by delivering bioactive molecules (e.g., miRNAs, proteins) to target cells.
This dataset directly supports the research presented in the manuscript titled "The Role and Mechanism of Hair Follicle Neural Crest Stem Cells and Their Exosomes in Repair of Peripheral Nerve Injury", which is under review at Stem Cells International. The DOI for the article will be added upon acceptance. These figures and tables are integral components of the article.
DOI: 10.17632/9v3g5x3sw5.1
title: Dataset of figures and summary tables supporting the review: "The Role and Mechanism of Hair Follicle Neural Crest Stem Cells and Their Exosomes in Repair of Peripheral Nerve Injury"

description: This dataset contains all summary figures and comprehensive table files directly associated with the review article titled "The Role and Mechanism of Hair Follicle Neural Crest Stem Cells and Their Exosomes in Repair of Peripheral Nerve Injury". This review systematically summarizes recent advances in using hair follicle neural crest stem cells (hfNCSCs) and their exosomes for peripheral nerve injury (PNI) repair, with a focus on molecular mechanisms and translational applications.
This dataset does not contain primary experimental data. Instead, it provides derivative content generated from the systematic analysis of existing literature, aiming to present domain knowledge in a clear and visual format. It includes:
PRISMA Flow Diagram:
Formats: SVG (editable vector)
Details: Documents literature screening process across PubMed and CNKI databases, with exclusion criteria and final inclusion count (n=89 studies). 
Comprehensive Comparison Tables:
Table 1: A comparative analysis table of the characteristics of hfNCSCs versus other stem cell types (e.g., mesenchymal stem cells), adapted from literature.
Table 2: A comparison table of mainstream exosome isolation techniques (e.g., ultracentrifugation, size-exclusion chromatography, polymer-based precipitation), detailing their principles, advantages, and limitations.
Table 3: A summary table of the therapeutic applications and outcomes of exosomes derived from various stem cell sources in different PNI animal models.
Mechanistic Schematic Diagrams:
Figure 1: A schematic diagram illustrating the mechanisms by which hfNCSCs promote nerve regeneration, including multipotent differentiation, neurotrophic factor secretion, and immunomodulation.
Figure 2: A schematic diagram illustrating the mechanisms by which stem cell-derived exosomes promote nerve repair by delivering bioactive molecules (e.g., miRNAs, proteins) to target cells.
This dataset directly supports the research presented in the manuscript titled "The Role and Mechanism of Hair Follicle Neural Crest Stem Cells and Their Exosomes in Repair of Peripheral Nerve Injury", which is under review at Stem Cells International. The DOI for the article will be added upon acceptance. These figures and tables are integral components of the article.
DOI: 10.5281/zenodo.16572821
title: Ψ-X₂ Resonance: Experimental Signatures of a 619 MeV Boson Candidate

description: This dataset contains all relevant materials related to the proposed Ψ-X₂ boson predicted by the Ψ-Theory. The ZIP archive includes real experimental resonance plots, cross section comparisons using Belle II and HEPData, a Breit–Wigner fit, and a structured readme.

The central finding is a resonance at ~619 MeV, matching the mass predicted by the Ψ-Theory.

This dataset is intended to accompany the main Ψ-Theory manuscript and serves as a standalone, citable evidence package for immediate evaluation by the scientific community.
DOI: 10.15468/dl.k73ctm
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Isistius plutodus"
 ]
}

 The dataset includes 20 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002188-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.