cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15243033
title: Acral Melanoma Mexican Cohort - Proteomic Data

description: Serial sections from the tissue microarray (TMA) were used for GeoMx DSP profiling, containing a subset of these tumours and additional ones. Representative histological regions of interest from the TMA cores were selected using morphology markers (IF) to identify CD45 (immune cells), S100/Pmel17 (tumour cells) and SYTO13 (nuclei). Data underwent quality control and negative-control normalization.
DOI: 10.5281/zenodo.17010115
title: Battery Imaging Library: Laboratory X-ray micro-CT - AAA NiMH ROI (raw data)

description: This entry contains the raw data and scan parameters for a AAA NiMH region of interest scan (ROI). Data acquired at Imperial College London using a Phoenix X-ray CT instrument.

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.5281/zenodo.17010122
title: Battery Imaging Library: Laboratory X-ray micro-CT - AAA LiFeS2 ROI (rawdata)

description: This entry contains the raw data and scan parameters for a AAA LiFeS2 region of interest scan (ROI). Data acquired at Imperial College London using a Phoenix X-ray CT instrument.

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.5281/zenodo.17410516
title: Supplemental material for paper "Radiosonde-to-Space (R2S) atmospheric specifications: Bridging observations and models for infrasound propagation"

description: This document describes the supplemental materials for the paper: Schaible & Silber "Radiosonde-to-Space (R2S) atmospheric specifications: Bridging observations and models for infrasound propagation", Geophysical Research Letters

This dataset contains eight subfolders, each for a specific date and UTC time (in format YYYY-MM-DD_HH). All eight of these dates are exemplified and described in the manuscript. Within each folder is six documents. As an example, consider the folder "2022-12-31_00". The six files are comprised of:   -- Two text files (extension .txt) that describe the atmospheric specifications of Albuquerque, NM. One is the G2S model, the other is the R2S model."G2S_2022-12-31_00.txt""R2S_2022-12-31_00.txt"   -- Two text files (extension .dat) that contain the ground arrivals predicted by infraGA using the parameters described in the manuscript. One each for the two atmospheric specification models above, G2S and R2S."G2S_2022-12-31_00.arrivals.dat""R2S_2022-12-31_00.arrivals.dat"   -- Two image files (extension .png) that illustrate the predicted arrivals contained in the two files above. One image shows all arrivals as either black (G2S) or red (R2S). The other image shows the same but with arrivals common to both models in gray."2022-12-31_00_Arrivals.png""2022-12-31_00_DifArrivals.png"
DOI: 10.5281/zenodo.14242897
title: Root Shoot Database

description: The root shoot database is a collection of literature data gathered over the space of a year covering studies up until the end of 2022. The primary driver for the development of the root shoot database was to provide root and shoot estimates for key European crops. The specific criteria for a study to be included in the data base are the following:

Overall criteria for a study to qualify:

1)      Contain root and shoot estimates and/or RS ratios

2)      Originate from annual and perennial crops grown in Europe (according to list of countries defined by EJP Soil)

3)      Include a minimum of necessary meta-data

4)      Originates from field studies (i.e. pot studies were excluded because of artificial effects on roots)

During the initial literature survey, a range of existing databases were assessed to identify suitable articles for inclusion in this analysis. This included existing data collections, data from partners and literature review:

•       Data from Martin Bolinder’s (SLU) collection

•       Data from several project partners (From France, Denmark, Portugal, Switzerland)

•       GrooT and TRY database screening

In addition to gathering data from published articles, where appropriate, contact was made with corresponding authors to resolve uncertainties and fill gaps in the associated meta data. This resulted in a library of assessments for each country and entries in the RS database. In total we identified 23 studies resulting in 451 individual measurements across 11 countries in Europe (including the UK).
DOI: 10.5281/zenodo.16901709
title: Dataset for paper "Local phosphorus deficit modifies the response of Glomeromycotina and Mucoromycotina symbionts of plant seedlings to nitrogen fertilisation under field conditions"

description: This dataset provides all data used when preparing the manuscript
DOI: 10.5281/zenodo.17008556
title: Battery Imaging Library: XRD-CT - 18650 Na-ion battery charged (raw data)

description: This entry contains the sinogram data and scan parameters for 18650 Na-ion (HAKADI 1500mAh) battery charged to 4V. Data acquired at beamline P07 at DESY.

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.5281/zenodo.17010210
title: Battery Imaging Library: Laboratory X-ray micro-CT - AAAA Alkaline Zn/MnO2 (reconstructed data)

description: This entry contains the reconstructed data for a AAAA Alkaline Zn/MnO2. Data acquired at MuVIS X-ray Imaging Centre at the University of Southampton using a Diondo D5 X-ray CT instrument.

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.5281/zenodo.17011362
title: Battery Imaging Library: Laboratory X-ray micro-CT - 21700 Li-ion (reconstructed data)

description: This entry contains the reconstructed data for a 21700 Li-ion. Data acquired at Imperial College London using a Phoenix X-ray CT instrument.

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.5281/zenodo.16087428
title: GIS Dataset for Hotels with beach access in Morocco (Mediterranean), Tunisia and Egypt

description: This dataset is under embargo until the associated publication is released. 

This dataset contains point shapefiles for hotels with beaches in Morocco, Tunisia, and Egypt. A raw dataset on accommodation was sourced from Humanitarian Data Exchange (2025a, b, c) to extract hotels at a buffer zone of 300 m from the coastline. Each site was validated via Google Maps to add missing entries and exclude those lacking direct beach access. Eco-labelled beaches and hotels were identified through local tourism authorities and ecolabel websites.

Each country’s dataset is projected using the most appropriate UTM zone for its geographical location.

For more information, please refer to the README file.
DOI: 10.5281/zenodo.17010242
title: Battery Imaging Library: Laboratory X-ray micro-CT - AAAA Alkaline Zn/MnO2 ROI (reconstructed data)

description: This entry contains the reconstructed data for a AAAA Alkaline Zn/MnO2 region of interest scan (ROI). Data acquired at Imperial College London using a Phoenix X-ray CT instrument.

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.5281/zenodo.13927735
title: Dataset of Abrupt and Standard Industrial Gestures (DASIG)

description: The dataset DASIG (Dataset of Abrupt and Standard Industrial Gestures) contains both standard typical industrial movements and abrupt movements registered through MIMUs. Sixty healthy participants in working age were asked to perform standard pick-and-place gestures interspersed with abrupt movements induced by visual or acoustic alarms. The dataset contains MIMUs signals collected during the execution of the task, data related to the temporal generation of alarms, and anthropometric data of all participants. Since all raw data are provided, the collected dataset is suitable for several analyses related to the industrial context (statistics, ergonomics, machine learning, etc.).
DOI: 10.5281/zenodo.17333666
title: Vulnerability of the narrow endemic Cedrus brevifolia from Cyprus - Datasets of phenotypic traits and genotypic data

description: The dataset was obtained from the implementation of the research project “Vulnerability of the narrow endemic Cedrus brevifolia from Cyprus”. The project aimed at the detection of gene and phenotypic-anatomic traits diversity of Cedrus brevifolia, as a consequence of this species' adaptation (genetic and morphological) in its natural population. The project was co-funded by the European Regional Development Fund and the Republic of Cyprus through the Research Promotion Foundation (now Research and Innovation Foundation); project code: DIDAKTOR/0609/13.

Cedrus brevifolia is a narrow endemic coniferous tree species on the island of Cyprus. The species occurs in a single population within Pafos forest, covering an area of 264 ha (approx.), with altitudinal distribution from the upper limits of the meso-Mediterranean to the mid supra-Mediterranean zone (900 m–1400 m above sea level). The population of Cedrus brevifolia has a non-uniform distribution, since it is fragmented into five sites (subpopulations).



The file “Needle-Morphoanatomical-Traits_Cedrus-brevifolia.xlsx” provides data from needles’ morphological and anatomical traits, from a total of 320 trees distributed across the identified sites.
DOI: 10.5281/zenodo.14975431
title: Dataset of Standard and Abrupt Industrial Gestures (DASIG)

description: The dataset DASIG (Dataset of Standard and Abrupt Industrial Gestures) contains both standard typical industrial movements and abrupt movements registered through MIMUs. Sixty healthy participants in working age were asked to perform standard pick-and-place gestures interspersed with abrupt movements induced by visual or acoustic alarms. The dataset contains MIMUs signals collected during the execution of the task, data related to the temporal generation of alarms, and anthropometric data of all participants. Since all raw data are provided, the collected dataset is suitable for several analyses related to the industrial context (statistics, ergonomics, machine learning, etc.).
DOI: 10.5281/zenodo.15812061
title: F. suffruticosa genome assembly and single-cell RNA sequencing data

description: 1. single_cell: raw data of single-cell RNA sequencing; rep1 and rep22. genome: genome assembly (fs.genome.fa) and gene annotation (processed_braker.gtf) used for single-cell RNA sequencingbraker_utr.aa is a fasta file containing protein sequences correspond to the processed_braker.gtf file.
DOI: 10.5281/zenodo.17782250
title: An annual eDNA survey in a temperate estuary: similar fish assemblages supported by aquaculture gear and natural rock reefs

description: Acknowledgements

This work was supported by the NOAA Fisheries Northeast Fisheries Science Center and the NOAA Fisheries Office of Aquaculture.

Background Information

Environmental DNA (eDNA) is increasingly being used as a non-invasive and highly sensitive technique for rapid biodiversity assessments, however, in coastal marine systems its application remains limited. We conducted an eDNA metabarcoding survey alongside video collection with GoPro cameras from May-September 2018 in nearshore Long Island Sound, Connecticut, USA. The goal of this work wass to compare the video collected by GoPro cameras to that of environmental DNA collected from water samples to assess community dynamics at off-bottom oyster aquaculture cage farms and a nearby, naturally occurring, rock reef. Shellfish aquaculture gear can support shelter oriented wild fish by providing structurally complex habitat (Mercaldo-Allen et al. 2021, Ferriss et al. 2021, Theuerkauf et al. 2021). A better understanding of the interactions of wild fish with shellfish farms can inform fisheries resource management through quantification of the potential benefits provided to fish by aquaculture gear (Mercaldo-Allen et al. 2024, Farrell et al. 2023, Ambrose and Munroe 2025).
DOI: 10.5281/zenodo.14726493
title: European-scale responses of yields, soil organic carbon stocks, nitrous oxide emissions and nitrate leaching to a 20 % reduction in mineral nitrogen fertilization

description: This data set was used for the trade-off analysis described in Anjum et al. (2025). It consists mainly of model-based changes in: yields, soil organic carbon (SOC) stocks, nitrous oxide emissions (N2O) and nitrate leaching (NO3) in response to a generic 20 % reduction in mineral nitrogen (N) fertilization for the entire European Union plus Switzerland and the UK. As spatial units we used all NUTS2 regions in which the six main crops wheat, maize, barley, rapeseed, potato and sugar beet were grown (1059 out of 2400 NUTS2 regions). Environmental data are included which were used for additional analysis (hierarchical clustering and random forest modelling) as described in Anjum et al. (2025). 

To estimate the response of crop yields to a 20 % reduction in mineral N fertilization, an approach was used based on previously published equations and data sets (Madenoglu et al. 2024). This is the only data set that has a national, spatial resolution. Changes in SOC stocks of topsoils (0-30 cm) were estimated at the European-scale with the SOC model RothC (Pape 2024). Responses of N2O emissions and NO3 leaching to reductions in N fertilization were estimated using the N flow model MITERRA-Europe (Lesschen et al. 2025).

Please note that these modelled data are based mostly on national statistics and therefore results at crop- and NUTS2-levels are uncertain and should not be used for very specific studies. Please also note the special units for crop residues and organic matter inputs where UAA refers to utilized agricultural area. Furthermore, changes in SOC stocks are averages for 30 years. 

References

Anjum, M. M., Lesschen, J. P., Madenoglu, S., Pape, B., Pinar, M. Ö., Leifeld, J., & Keel, S. G. (2025). Synthesis report: European-scale trade-off analysis of reduced mineral nitrogen fertilization. Zenodo. https://doi.org/10.5281/zenodo.14644095

Lesschen, J.P., Hendriks, C., Nikolaus, K. & Duan, K. (2025). EU scale simulations on N2O and other N losses. EJP Soil SIMPLE Deliverable 5.1. Zenodo. https://doi.org/10.5281/zenodo.14621078

Madenoglu, S., Keel, S., Kätterer, T., & Pinar, M. Ö. (2024). Creating a dataset on fertilizers and fertilization recommendations [Data set]. Zenodo. https://doi.org/10.5281/zenodo.14244316

Pape, B. (2024). Europe scale simulation of reduced fertilization scenarios. Zenodo. https://doi.org/10.5281/zenodo.14069147
DOI: 10.5281/zenodo.17010124
title: Battery Imaging Library: Laboratory X-ray micro-CT - AAA LiFeS2 (reconstructed data)

description: This entry contains the reconstructed data for a AAA LiFeS2. Data acquired at Imperial College London using a Phoenix X-ray CT instrument.

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.5281/zenodo.17011348
title: Battery Imaging Library: Laboratory X-ray micro-CT - 21700 Li-ion (raw data)

description: This entry contains the raw data and scan parameters for a 21700 Li-ion. Data acquired at Imperial College London using a Phoenix X-ray CT instrument.

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.5281/zenodo.17102176
title: Battery Imaging Library: XRD-CT - 21700 Li-ion battery charged to 4.2 CCCV (positive terminal) (reconstructed data)

description: This entry contains the reconstructed data and scan parameters for 21700 Li-ion battery charged to 4.2 CCCV (positive terminal)

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.5281/zenodo.17161663
title: 4site water models - dielectric constant 45
DOI: 10.5281/zenodo.17010099
title: Battery Imaging Library: Laboratory X-ray micro-CT - AAA NiMH ROI (reconstructed data)

description: This entry contains the reconstructed data for a AAA NiMH region of interest scan (ROI). Data acquired at Imperial College London using a Phoenix X-ray CT instrument.

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.5281/zenodo.17011284
title: Battery Imaging Library: Laboratory X-ray micro-CT - AAAA Alkaline Zn/MnO2 (raw data)

description: This entry contains the raw data and scan parameters for a AAAA Alkaline Zn/MnO2. Data acquired at Imperial College London using a Phoenix X-ray CT instrument.

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.5281/zenodo.17013913
title: Battery Imaging Library: Laboratory X-ray micro-CT - 18650 Li-ion (reconstructed data)

description: This entry contains the reconstructed data for 18650 Li-ion. Data acquired at MuVIS X-ray Imaging Centre at the University of Southampton using a Diondo D5 X-ray CT instrument.

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.15468/dl.b4fg62
title: Occurrence Download

description: A dataset containing 5476 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Buddleja cordata"
 ]
}

 The dataset includes 5476 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002725-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfzys7
title: Occurrence Download

description: A dataset listing the 2294 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-98.18493 17.50139,-98.36757 17.45253,-98.44997 17.31862,-98.38984 17.14844,-98.20498 17.06329,-98.02012 17.11864,-97.91321 17.25482,-98.0023 17.41853,-98.18493 17.50139))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 2294 records were derived from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002723-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18436466
title: Appendix for the paper: A Reproducible Methodology for Evaluating WCAG-Aligned Alt Text Generation by General-Purpose Generative AI

description: This record provides the supplementary materials for our paper evaluating how mainstream, general-purpose generative AI models generate WCAG-aligned alternative text under a standardized protocol. It includes the 37-image gold-standard reference set, the study webpage (HTML+images with intentionally empty alt=""), the print-friendly PDF version, model outputs, and ROUGE scoring spreadsheets/figures used for analysis.
DOI: 10.5281/zenodo.18436467
title: Appendix for the paper: A Reproducible Methodology for Evaluating WCAG-Aligned Alt Text Generation by General-Purpose Generative AI

description: This record provides the supplementary materials for our paper evaluating how mainstream, general-purpose generative AI models generate WCAG-aligned alternative text under a standardized protocol. It includes the 37-image gold-standard reference set, the study webpage (HTML+images with intentionally empty alt=""), the print-friendly PDF version, model outputs, and ROUGE scoring spreadsheets/figures used for analysis.
DOI: 10.5281/zenodo.18436966
title: linaria_aeruginea_spades_01.fasta.gz
DOI: 10.5281/zenodo.18436967
title: linaria_aeruginea_spades_01.fasta.gz
DOI: 10.15468/dl.nrhr3d
title: Occurrence Download

description: A dataset containing 155995 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Honduras",
 "Geometry POLYGON((-86.85773 16.42998,-87.1909 16.04421,-86.84604 15.89808,-85.52505 16.42414,-85.78808 16.62287,-86.85773 16.42998))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 155995 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002719-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.