cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17167638
title: Battery Imaging Library: Neutron-CT - AAA NMC532 battery discharged C/2 (reconstructed data)

description: This entry contains the reconstructed data of a neutron-CT dataset of a AAA NMC532 battery discharged to 2.75V with a C/2 rate. 
Please see here for more information:
Cycling Rate‐Induced Spatially‐Resolved Heterogeneities in Commercial Cylindrical Li‐Ion Batteries, A. Vamvakeros et al., Small Methods, 2100512, 2021, https://doi.org/10.1002/smtd.202100512

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.fj6rt5
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Forcipomyia cinctipes"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018889-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4q6wvn
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platyeriocheir formosa",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 34 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018888-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9qhkx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Desmodium heterocarpon",
 "Country is Singapore",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018896-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v59eq9
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Forcipomyia pictoni"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018891-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15373908
title: Individual heterogeneity drives a plant macroparasite's life history

description: Data and code for "Individual heterogeneity drives a plant macroparasite's life history". 

host_metadata_raw.csv = raw host metadata, including tree species, individual ID, height

mistletoe_data_raw.csv = raw mistletoe demographic data, plus mistletoe height and extra observations

Silwood_Mistletoe_Regressions_IPM.R = R script to perform vital rate regressions on mistletoe demographic data and construct an integral projection model. Requires host_metadata_raw.csv and mistletoe_data_raw.csv as input files.

Silwood_Mistletoe_PCA.R = R script to perform principal component analysis of life history traits from 493 plants, including using the life history traits extracted from the mistletoe IPM. Requires Silwood_Mistletoe_Regressions_IPM.R to be run first.
DOI: 10.5281/zenodo.17007632
title: Battery Imaging Library: Neutron-CT - AAA NMC532 battery charged C/2 (reconstructed data)

description: This entry contains the reconstructed data of a neutron-CT dataset of a AAA NMC532 battery charged to 4.2V with a C/2 rate. 
Please see here for more information:
Cycling Rate‐Induced Spatially‐Resolved Heterogeneities in Commercial Cylindrical Li‐Ion Batteries, A. Vamvakeros et al., Small Methods, 2100512, 2021, https://doi.org/10.1002/smtd.202100512

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.17007631
title: Battery Imaging Library: Neutron-CT - AAA NMC532 battery charged C/2 (reconstructed data)

description: This entry contains the reconstructed data of a neutron-CT dataset of a AAA NMC532 battery charged to 4.2V with a C/2 rate. 
Please see here for more information:
Cycling Rate‐Induced Spatially‐Resolved Heterogeneities in Commercial Cylindrical Li‐Ion Batteries, A. Vamvakeros et al., Small Methods, 2100512, 2021, https://doi.org/10.1002/smtd.202100512

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.17167636
title: Battery Imaging Library: Neutron-CT - AAA NMC532 battery charged C/2 (reconstructed data)

description: This entry contains the reconstructed data of a neutron-CT dataset of a AAA NMC532 battery charged to 4.2V with a C/2 rate. 
Please see here for more information:
Cycling Rate‐Induced Spatially‐Resolved Heterogeneities in Commercial Cylindrical Li‐Ion Batteries, A. Vamvakeros et al., Small Methods, 2100512, 2021, https://doi.org/10.1002/smtd.202100512

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.17007647
title: Battery Imaging Library: Neutron-CT - AAA NMC532 battery pristine (reconstructed data)

description: This entry contains the reconstructed data of a neutron-CT dataset of a pristine AAA NMC532 battery. 
Please see here for more information:
Cycling Rate‐Induced Spatially‐Resolved Heterogeneities in Commercial Cylindrical Li‐Ion Batteries, A. Vamvakeros et al., Small Methods, 2100512, 2021, https://doi.org/10.1002/smtd.202100512

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.17206868
title: European mistletoe parasites share a similar demographic strategy to free-living plants

description: Data and code for "Individual heterogeneity drives a plant macroparasite's life history". 

host_metadata_raw.csv = raw host metadata, including tree species, individual ID, height

mistletoe_data_raw.csv = raw mistletoe demographic data, plus mistletoe height and extra observations

Silwood_Mistletoe_Regressions_IPM.R = R script to perform vital rate regressions on mistletoe demographic data and construct an integral projection model. Requires host_metadata_raw.csv and mistletoe_data_raw.csv as input files.

Silwood_Mistletoe_PCA.R = R script to perform principal component analysis of life history traits from 493 plants, including using the life history traits extracted from the mistletoe IPM. Requires Silwood_Mistletoe_Regressions_IPM.R to be run first.
DOI: 10.5281/zenodo.17167635
title: Battery Imaging Library: Neutron-CT - AAA NMC532 battery pristine (reconstructed data)

description: This entry contains the reconstructed data of a neutron-CT dataset of a pristine AAA NMC532 battery. 
Please see here for more information:
Cycling Rate‐Induced Spatially‐Resolved Heterogeneities in Commercial Cylindrical Li‐Ion Batteries, A. Vamvakeros et al., Small Methods, 2100512, 2021, https://doi.org/10.1002/smtd.202100512

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.17007646
title: Battery Imaging Library: Neutron-CT - AAA NMC532 battery pristine (reconstructed data)

description: This entry contains the reconstructed data of a neutron-CT dataset of a pristine AAA NMC532 battery. 
Please see here for more information:
Cycling Rate‐Induced Spatially‐Resolved Heterogeneities in Commercial Cylindrical Li‐Ion Batteries, A. Vamvakeros et al., Small Methods, 2100512, 2021, https://doi.org/10.1002/smtd.202100512

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.17007670
title: Battery Imaging Library: Neutron-CT - AAA NMC532 battery pristine (reconstructed data)

description: This entry contains the reconstructed data of a neutron-CT dataset of a pristine AAA NMC532 battery. 
Please see here for more information:
Cycling Rate‐Induced Spatially‐Resolved Heterogeneities in Commercial Cylindrical Li‐Ion Batteries, A. Vamvakeros et al., Small Methods, 2100512, 2021, https://doi.org/10.1002/smtd.202100512

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.17007669
title: Battery Imaging Library: Neutron-CT - AAA NMC532 battery pristine (reconstructed data)

description: This entry contains the reconstructed data of a neutron-CT dataset of a pristine AAA NMC532 battery. 
Please see here for more information:
Cycling Rate‐Induced Spatially‐Resolved Heterogeneities in Commercial Cylindrical Li‐Ion Batteries, A. Vamvakeros et al., Small Methods, 2100512, 2021, https://doi.org/10.1002/smtd.202100512

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.17167634
title: Battery Imaging Library: Neutron-CT - AAA NMC532 battery pristine (reconstructed data)

description: This entry contains the reconstructed data of a neutron-CT dataset of a pristine AAA NMC532 battery. 
Please see here for more information:
Cycling Rate‐Induced Spatially‐Resolved Heterogeneities in Commercial Cylindrical Li‐Ion Batteries, A. Vamvakeros et al., Small Methods, 2100512, 2021, https://doi.org/10.1002/smtd.202100512

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.17007684
title: Battery Imaging Library: Neutron-CT - AAA NMC532 batteries discharged (reconstructed data)

description: This entry contains the reconstructed data of a neutron-CT dataset of two AAA NMC532 batteries discharged to 2.75V with different C rates (C/2 (top) and C/20 (bottom)). 
Please see here for more information:
Cycling Rate‐Induced Spatially‐Resolved Heterogeneities in Commercial Cylindrical Li‐Ion Batteries, A. Vamvakeros et al., Small Methods, 2100512, 2021, https://doi.org/10.1002/smtd.202100512

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: 10.25919/qvm2-yt70
title: NBDL-HR5S2B2WJ359BZ
DOI: 10.25919/yfmk-0c11
title: NBDL-HR5S2B2SG3542V
DOI: 10.5281/zenodo.17007683
title: Battery Imaging Library: Neutron-CT - AAA NMC532 batteries discharged (reconstructed data)

description: This entry contains the reconstructed data of a neutron-CT dataset of two AAA NMC532 batteries discharged to 2.75V with different C rates (C/2 (top) and C/20 (bottom)). 
Please see here for more information:
Cycling Rate‐Induced Spatially‐Resolved Heterogeneities in Commercial Cylindrical Li‐Ion Batteries, A. Vamvakeros et al., Small Methods, 2100512, 2021, https://doi.org/10.1002/smtd.202100512

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.17167633
title: Battery Imaging Library: Neutron-CT - AAA NMC532 batteries discharged (reconstructed data)

description: This entry contains the reconstructed data of a neutron-CT dataset of two AAA NMC532 batteries discharged to 2.75V with different C rates (C/2 (top) and C/20 (bottom)). 
Please see here for more information:
Cycling Rate‐Induced Spatially‐Resolved Heterogeneities in Commercial Cylindrical Li‐Ion Batteries, A. Vamvakeros et al., Small Methods, 2100512, 2021, https://doi.org/10.1002/smtd.202100512

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.ecneuq
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Desmodium heterocarpon",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018894-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/9ax2-rz78
title: NBDL-HR5S2B2YP35C67
DOI: 10.25919/wtwg-h093
title: NBDL-HR5S2B2XG35BMB
DOI: 10.5281/zenodo.17007718
title: Battery Imaging Library: Neutron-CT - AAA NMC532 batteries charged (reconstructed data)

description: This entry contains the reconstructed data of a neutron-CT dataset of two AAA NMC532 batteries charged at 4.2V with different C rates (C/2 (top) and C/20 (bottom)). 
Please see here for more information:
Cycling Rate‐Induced Spatially‐Resolved Heterogeneities in Commercial Cylindrical Li‐Ion Batteries, A. Vamvakeros et al., Small Methods, 2100512, 2021, https://doi.org/10.1002/smtd.202100512

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: 10.25919/8nzg-ce81
title: NBDL-HR5S2B34J35XYZ
DOI: 10.25919/g91b-vp11
title: NBDL-HR5S2B2ZM35EGK
DOI: 10.5281/zenodo.17167632
title: Battery Imaging Library: Neutron-CT - AAA NMC532 batteries charged (reconstructed data)

description: This entry contains the reconstructed data of a neutron-CT dataset of two AAA NMC532 batteries charged at 4.2V with different C rates (C/2 (top) and C/20 (bottom)). 
Please see here for more information:
Cycling Rate‐Induced Spatially‐Resolved Heterogeneities in Commercial Cylindrical Li‐Ion Batteries, A. Vamvakeros et al., Small Methods, 2100512, 2021, https://doi.org/10.1002/smtd.202100512

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.17007717
title: Battery Imaging Library: Neutron-CT - AAA NMC532 batteries charged (reconstructed data)

description: This entry contains the reconstructed data of a neutron-CT dataset of two AAA NMC532 batteries charged at 4.2V with different C rates (C/2 (top) and C/20 (bottom)). 
Please see here for more information:
Cycling Rate‐Induced Spatially‐Resolved Heterogeneities in Commercial Cylindrical Li‐Ion Batteries, A. Vamvakeros et al., Small Methods, 2100512, 2021, https://doi.org/10.1002/smtd.202100512

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: 10.25919/6846-gg75
title: NBDL-HR5S2B3BM34E33
DOI: 10.25919/8tzm-ev82
title: NBDL-HR5S2B37M3517K
DOI: 10.5281/zenodo.17009916
title: Battery Imaging Library: XRD-CT - AAA NMC532 Li-ion battery cycled discharged (raw integrated diffraction data)

description: This entry contains the raw integrated diffraction data and scan parameters for AAA NMC532 Li-ion battery cycled discharged. 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: 10.25919/1v8k-7859
title: NBDL-HR5S2B3DG35JYB
DOI: 10.25919/3pha-nj52
title: NBDL-HR5S2B3FM35NTK
DOI: 10.15468/dl.xtgzmt
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tulipa linifolia"
 ]
}

 The dataset includes 156 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018893-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17167631
title: Battery Imaging Library: XRD-CT - AAA NMC532 Li-ion battery cycled discharged (raw integrated diffraction data)

description: This entry contains the raw integrated diffraction data and scan parameters for AAA NMC532 Li-ion battery cycled discharged. 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: 10.15468/dl.v5ktz7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Desmodium heterocarpon",
 "Country is Tuvalu",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018897-250920141307145/datasets/export for details.
DOI: 10.5281/zenodo.17009915
title: Battery Imaging Library: XRD-CT - AAA NMC532 Li-ion battery cycled discharged (raw integrated diffraction data)

description: This entry contains the raw integrated diffraction data and scan parameters for AAA NMC532 Li-ion battery cycled discharged. 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: 10.25919/d4ak-ms33
title: NBDL-HR5S2B3KM342P3
DOI: 10.25919/yz0z-k537
title: NBDL-HR5S2B3GJ34X9F
DOI: 10.5281/zenodo.17008453
title: Battery Imaging Library: XRD-CT - AAA NMC532 Li-ion battery cycled discharged (reconstructed data)

description: This entry contains the reconstructed data and scan parameters for AAA NMC532 Li-ion battery cycled discharged. Data were 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.