cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.c7tueb
title: Occurrence Download

description: A dataset containing 10209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kellicottia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10209 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003923-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eq7ar3
title: Occurrence Download

description: A dataset containing 450 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Thaumatotibia leucotreta"
 ]
}

 The dataset includes 450 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003925-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15126/surreydata.902013
title: Photo documentation of Alton Estate, Roehampton (2021)

description: This file contains photographs taken in the Alton Estate, London over 2021. The images were taken during my PhD practice project exploring the impact of a drawn-out regeneration scheme on the community.
DOI: 10.15468/dl.r3wyfu
title: Occurrence Download

description: A dataset containing 11153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Geometry POLYGON((121.22836 40.55153,122.26774 40.55153,122.26774 41.439,121.22836 41.439,121.22836 40.55153))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 11153 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003924-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7upnsb
title: Occurrence Download

description: A dataset containing 450 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Thaumatotibia leucotreta"
 ]
}

 The dataset includes 450 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003926-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hvyjjj
title: Occurrence Download

description: A dataset containing 5846 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vespa orientalis"
 ]
}

 The dataset includes 5846 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003927-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.smvkq8
title: Occurrence Download

description: A dataset containing 1150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mesophylax aspersus"
 ]
}

 The dataset includes 1150 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003928-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ra5s9k
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Geometry POLYGON((121.22836 40.55153,122.26774 40.55153,122.26774 41.439,121.22836 41.439,121.22836 40.55153))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ichthyaetus relictus"
 ]
}

 The dataset includes 20 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003929-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18731222
title: Dataset for publication "High- and medium-entropy nitride coatings from the Cr-Hf-Mo-Ta-W-N system: properties and high-temperature stability"

description: Dataset for publication "High- and medium-entropy nitride coatings from the Cr-Hf-Mo-Ta-W-N system: properties and high-temperature stability"
DOI: 10.15468/dl.mftsax
title: Occurrence Download

description: A dataset containing 7425 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Israel, Palestine, State of)",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Month is one of (January, February)",
 "Year 2026-2026"
 ]
}

 The dataset includes 7425 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003930-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/g9hmta
title: The first Symphrasinae (Neuroptera: Mantispidae) from Cretaceous Charentese amber (France)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Jouault, Corentin, Liu, Xingyue, Perrichot, Vincent (2026): The first Symphrasinae (Neuroptera: Mantispidae) from Cretaceous Charentese amber (France). Geodiversitas 48 (2): 15-23, DOI: 10.5252/geodiversitas2026v48a2ABSTRACTA new species of Symphrasinae, Carentosymphrasites zhengi n. gen., n. sp., is described and illustrated from Cenomanian Charentese amber. This taxon is classified within the crown group of the subfamily due to the presence of 3-5 trichosors between adjacent veins along the distal wing margin. The discovery of this species suggests that Symphrasinae had a relatively broad distribution during the mid-Cretaceous, but later went extinct in Europe and Asia.
DOI: 10.5281/zenodo.17953635
title: Tool 4 - Multi-objective optimization templates for PV system design support - CACTUS

description: The tool can be use to select the desired KPIs obtained from previous Tools 1-4, normalize the selected KPIs to obtain a score from 0 to 3, applying a weighting metric to the normalized KPIs.

Depending on the scope of the analysis different KPIs can be selected, and different weighting metrics can be assumed (e.g., considering scenario where environmental aspects are weighted more than performance ones, or vice versa).  

More detailed information on how to use tool are available in the User guideline.
DOI: 10.5281/zenodo.17953634
title: Tool 4 - Multi-objective optimization templates for PV system design support - CACTUS

description: The tool can be use to select the desired KPIs obtained from previous Tools 1-4, normalize the selected KPIs to obtain a score from 0 to 3, applying a weighting metric to the normalized KPIs.

Depending on the scope of the analysis different KPIs can be selected, and different weighting metrics can be assumed (e.g., considering scenario where environmental aspects are weighted more than performance ones, or vice versa).  

More detailed information on how to use tool are available in the User guideline.
DOI: 10.15468/dl.tch7vm
title: Occurrence Download

description: A dataset containing 856 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mesophylax impunctatus"
 ]
}

 The dataset includes 856 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003931-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/aam7yp
title: Replication Data for: Analysis of domestic migration patterns, Chapter 5

description: Analysis of domestic migration patterns in Figure 5.4, Table A.11. See command file for data sources. Data provided as zipped .csv file. Command file for analysis in R.
DOI: 10.15468/dl.aaefns
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Geometry POLYGON((121.22836 40.55153,122.26774 40.55153,122.26774 41.439,121.22836 41.439,121.22836 40.55153))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Calidris tenuirostris"
 ]
}

 The dataset includes 37 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003932-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ypyvy
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Geometry POLYGON((121.22836 40.55153,122.26774 40.55153,122.26774 41.439,121.22836 41.439,121.22836 40.55153))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Numenius madagascariensis"
 ]
}

 The dataset includes 72 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003935-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18743995
title: Dataset for testing galEupy performance

description: This dataset contains the genome assemblies and annotation files used to evaluate the performance of galEupy, a relational genome data management framework.

The archive includes:





Genome FASTA files




Corresponding GFF3 annotation files




EggNOG-mapper functional annotation outputs 




Configuration templates used for ingestion



The dataset comprises 13 fungal and oomycete genomes with varying genome sizes, gene counts, and scaffold fragmentation levels. These datasets were used to measure schema initialization time, genome ingestion performance, and database indexing duration as reported in the manuscript.

All genomes included in this archive are publicly available from their respective primary repositories. This archive aggregates the exact input files used for benchmarking to facilitate reproducibility.

For software and installation instructions, see:https://github.com/computational-genomics-lab/galEupy
DOI: 10.5281/zenodo.18743994
title: Dataset for testing galEupy performance

description: This dataset contains the genome assemblies and annotation files used to evaluate the performance of galEupy, a relational genome data management framework.

The archive includes:





Genome FASTA files




Corresponding GFF3 annotation files




EggNOG-mapper functional annotation outputs 




Configuration templates used for ingestion



The dataset comprises 13 fungal and oomycete genomes with varying genome sizes, gene counts, and scaffold fragmentation levels. These datasets were used to measure schema initialization time, genome ingestion performance, and database indexing duration as reported in the manuscript.

All genomes included in this archive are publicly available from their respective primary repositories. This archive aggregates the exact input files used for benchmarking to facilitate reproducibility.

For software and installation instructions, see:https://github.com/computational-genomics-lab/galEupy
DOI: 10.6084/m9.figshare.31390135
title: Table S2. RNA Sequencing Stats

description: Stats from RNA sequencing of fly heads.
DOI: 10.6084/m9.figshare.31390135.v2
title: Table S2. RNA Sequencing Stats

description: Stats from RNA sequencing of fly heads.
DOI: 10.6084/m9.figshare.31390135.v1
title: Figure S2. RNA Sequencing Stats

description: Stats from RNA sequencing of fly heads.
DOI: 10.5281/zenodo.17594828
title: Processed Seurat objects from scRNA-seq data of the aging subventricular zone (SVZ) neurogenic niche with immune-based interventions

description: This repository contains the processed Seurat objects from the publication "Targeting immune cells in the old brain with engineered proteins".

Raw sequencing data is available at the Gene Expression Omnibus (GEO) under accession number XXX. Code used to process and analyze the data is available on GitHub (https://github.com/PalomaNavarro/TargetingImmuneCellsSVZ). 

These Seurat objects are filtered to high-quality singlets for samples included in the publication. Descriptions and notable metadata:





Brain_lung_Tcells_seurat.rds - T cells freshly isolated from brain and lung of old mice




RIPR1_svz_tcr_seurat.rds - SVZ after treament with RIPR-PD1, cohort 1




RIPR2_svz_tcr_seurat.rds - SVZ after treament with RIPR-PD1, cohort 2




IL10_svz_seurat.rds - SVZ after treament with increasing concetrations of WT and engineered IL-10




WT_IL10_svz_seurat.rds - SVZ after treament with WT IL-10
DOI: 10.15468/dl.ny4wz9
title: Occurrence Download

description: A dataset containing 616 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Metanoea flavipennis"
 ]
}

 The dataset includes 616 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003934-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17594827
title: Processed Seurat objects from scRNA-seq data of the aging subventricular zone (SVZ) neurogenic niche with immune-based interventions

description: This repository contains the processed Seurat objects from the publication "Targeting immune cells in the old brain with engineered proteins".

Raw sequencing data is available at the Gene Expression Omnibus (GEO) under accession number XXX. Code used to process and analyze the data is available on GitHub (https://github.com/PalomaNavarro/TargetingImmuneCellsSVZ). 

These Seurat objects are filtered to high-quality singlets for samples included in the publication. Descriptions and notable metadata:





Brain_lung_Tcells_seurat.rds - T cells freshly isolated from brain and lung of old mice




RIPR1_svz_tcr_seurat.rds - SVZ after treament with RIPR-PD1, cohort 1




RIPR2_svz_tcr_seurat.rds - SVZ after treament with RIPR-PD1, cohort 2




IL10_svz_seurat.rds - SVZ after treament with increasing concetrations of WT and engineered IL-10




WT_IL10_svz_seurat.rds - SVZ after treament with WT IL-10
DOI: 10.5281/zenodo.18744026
title: Simulation of LLMs for Expert Elicitation

description: This cluster contains the following files (in categories):



Files used to generate variants from the 4 models,

Python scripts used to prompt the model variants,

Analysis files per research questions in the manuscript.
DOI: 10.48580/dgwqk.v1
title: Revealing new species within a species complex of Nemesia Audouin, 1826 (Araneae, Mygalomorphae) trapdoor spiders from Andalusia (Spain)
DOI: 10.25824/redu/tyr2hp
title: Análise multiproxy de âmbares da formação Romualdo, Ceará, Brasil

description: Figuras relacionadas à pesquisa realizada durante mestrado em geociências. Metodologia de fabricação de lâminas delgadas e resultados obtidos com microscopia ótica e confocal
DOI: 10.5281/zenodo.6685718
title: Fireball data for the Winchcombe meteorite

description: This is the dataset associated with the following paper:

McMullan, S., Vida, D., Devillepoix, H.A.R., Rowe, J., Daly, L., King, A.J., Cupák, M., Howie, R.M., Sansom, E.K., Shober, P., Towner, M.C., Anderson, S., McFadden, L., Horák, J., Smedley, A.R.D., Joy, K.H., Shuttleworth, A., Colas, F., Zanda, B., O'Brien, Á.C., McMullan, I., Shaw, C., Suttle, A., Suttle, M.D., Young, J.S., Campbell-Burns, P., Kacerek, R., Bassom, R., Bosley, S., Fleet, R., Jones, D., McIntyre, M., James, N., Robson, D., Dickinson, P., Bland, P.A. and Collins, G.S. (2024), The Winchcombe fireball—That lucky survivor. Meteorit Planet Sci, 59: 927-947. https://doi.org/10.1111/maps.13977

Please cite the paper if re-using this dataset.
DOI: 10.5281/zenodo.6685719
title: Fireball data for the Winchcombe meteorite

description: This is the dataset associated with the following paper:

McMullan, S., Vida, D., Devillepoix, H.A.R., Rowe, J., Daly, L., King, A.J., Cupák, M., Howie, R.M., Sansom, E.K., Shober, P., Towner, M.C., Anderson, S., McFadden, L., Horák, J., Smedley, A.R.D., Joy, K.H., Shuttleworth, A., Colas, F., Zanda, B., O'Brien, Á.C., McMullan, I., Shaw, C., Suttle, A., Suttle, M.D., Young, J.S., Campbell-Burns, P., Kacerek, R., Bassom, R., Bosley, S., Fleet, R., Jones, D., McIntyre, M., James, N., Robson, D., Dickinson, P., Bland, P.A. and Collins, G.S. (2024), The Winchcombe fireball—That lucky survivor. Meteorit Planet Sci, 59: 927-947. https://doi.org/10.1111/maps.13977

Please cite the paper if re-using this dataset.
DOI: 10.18150/x1vocb
title: Analysis data of intermodal frequency converion in tapered photonic crystal fiber

description: This data describes numerical and experimental analysis of linear and nonlinear dynamics of beam propagation in tapered graded-index-like multimode Photonic Crystal Fibers.
DOI: 10.5281/zenodo.17486793
title: A novel approach to the analysis of the tensile hardening curve

description: Original stress-strain data in tensile loading and unloading  and in cyclic loading  (individual hysteresis loops in cycling with different strain amplitudes) of copper specimens
DOI: 10.15468/dl.rsb9hk
title: Occurrence Download

description: A dataset containing 1230 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Metanoea rhaetica"
 ]
}

 The dataset includes 1230 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003938-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uttyfq
title: Occurrence Download

description: A dataset containing 1253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nemotaulius punctatolineatus"
 ]
}

 The dataset includes 1253 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003940-260221153910048/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.31390171
title: Table S3. Counts Matrix

description: Counts for each sample parsed and combined into a matrix of raw counts per gene for each sample.
DOI: 10.6084/m9.figshare.31390171.v1
title: Table S3. Counts Matrix

description: Counts for each sample parsed and combined into a matrix of raw counts per gene for each sample.
DOI: 10.15151/esrf-es-2327444836
title: Effects of ultra-short pulse to Laser Additive Manufacturing process

description: Additive manufacturing (AM) technology has garnered significant attention for its ability to fabricate three-dimensional (3D) products with complex geometries. While continuous wave (CW) lasers have traditionally been used in AM as heat sources, they face limitations in nano and micro-scale fabrication due to the diffusion of thermal energy, which results in heat-affected zones, residual stress, substrate degradation, poor dimensional accuracy, and surface finish issues. To address these challenges, ultra-short pulse lasers, such as femto- and pico-second lasers, have proven effective at micro- and nanometer scales. The ultra-short laser pulses inhibit thermally induced mechanisms, instead generating a dense photo-excited plasma that weakens lattice cohesion, introduces disorder, and increases the mobility of atoms and defects which leads to non-thermal melting, phase transformations, and mechanical effects.
DOI: 10.15468/dl.98nf3y
title: Occurrence Download

description: A dataset containing 371915 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Capreolus capreolus",
 "Year 2000-2025"
 ]
}

 The dataset includes 371915 records from 3254 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003881-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc6qc3c
title: CCDC 200232: Experimental Crystal Structure Determination

description: Related Article: C.M.Standfest-Hauser, K.Mereiter, R.Schmid, K.Kirchner|2003|Eur.J.Inorg.Chem.|2003|1883|doi:10.1002/ejic.200200695
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc6qc4d
title: CCDC 200233: Experimental Crystal Structure Determination

description: Related Article: C.M.Standfest-Hauser, K.Mereiter, R.Schmid, K.Kirchner|2003|Eur.J.Inorg.Chem.|2003|1883|doi:10.1002/ejic.200200695
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc6qc5f
title: CCDC 200234: Experimental Crystal Structure Determination

description: Related Article: C.M.Standfest-Hauser, K.Mereiter, R.Schmid, K.Kirchner|2003|Eur.J.Inorg.Chem.|2003|1883|doi:10.1002/ejic.200200695
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc6qc6g
title: CCDC 200235: Experimental Crystal Structure Determination

description: Related Article: C.M.Standfest-Hauser, K.Mereiter, R.Schmid, K.Kirchner|2003|Eur.J.Inorg.Chem.|2003|1883|doi:10.1002/ejic.200200695
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc763gz
title: CCDC 214410: Experimental Crystal Structure Determination

description: Related Article: S.Thamotharan, V.Parthasarathi, S.Kumar, V.Kumar, A.Linden|2003|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|59|o335|doi:10.1107/S0108270103009223
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.