cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17176807
title: Battery Imaging Library: Laboratory 2D FIB SEM NMC811 electrode, partial Pt infiltration

description: This entry contains the raw data for 2D FIB SEM NMC811 electrode with partial platinum infiltration. Data acquired at the University of Manchester.

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
DOI: 10.5281/zenodo.17176746
title: Battery Imaging Library: NMC - kintsugi attempt

description:  







Description



This entry contains the data for an SEM of an NMC cathode. Data acquired at the University of Manchester.

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
DOI: 10.5281/zenodo.17176747
title: Battery Imaging Library: NMC - kintsugi attempt

description:  







Description



This entry contains the data for an SEM of an NMC cathode. Data acquired at the University of Manchester.

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
DOI: 10.5281/zenodo.17014114
title: Battery Imaging Library: Laboratory X-ray micro-CT - 18650 Na-ion (raw data)

description: This entry contains the reconstructed data for a 18650 Na-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: 10.5281/zenodo.17014115
title: Battery Imaging Library: Laboratory X-ray micro-CT - 18650 Na-ion (raw data)

description: This entry contains the reconstructed data for a 18650 Na-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: 10.5281/zenodo.17007129
title: Battery Imaging Library: Neutron-CT - AAA NMC532 batteries discharged (raw data)

description: This entry contains the radiographs, flat field and dark current 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.17007128
title: Battery Imaging Library: Neutron-CT - AAA NMC532 batteries discharged (raw data)

description: This entry contains the radiographs, flat field and dark current 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.17167644
title: Battery Imaging Library: Neutron-CT - AAA NMC532 batteries discharged (raw data)

description: This entry contains the radiographs, flat field and dark current 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.17007183
title: Battery Imaging Library: Neutron-CT - AAA NMC532 battery pristine (raw data)

description: This entry contains the radiographs, flat field and dark current 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.17007182
title: Battery Imaging Library: Neutron-CT - AAA NMC532 battery pristine (raw data)

description: This entry contains the radiographs, flat field and dark current 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.17167643
title: Battery Imaging Library: Neutron-CT - AAA NMC532 battery pristine (raw data)

description: This entry contains the radiographs, flat field and dark current 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.17007206
title: Battery Imaging Library: Neutron-CT - AAA NMC532 battery pristine (raw data)

description: This entry contains the radiographs, flat field and dark current 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.17007205
title: Battery Imaging Library: Neutron-CT - AAA NMC532 battery pristine (raw data)

description: This entry contains the radiographs, flat field and dark current 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.17167642
title: Battery Imaging Library: Neutron-CT - AAA NMC532 battery pristine (raw data)

description: This entry contains the radiographs, flat field and dark current 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.17007224
title: Battery Imaging Library: Neutron-CT - AAA NMC532 battery charged C/2 (raw data)

description: This entry contains the radiographs, flat field and dark current 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.17007223
title: Battery Imaging Library: Neutron-CT - AAA NMC532 battery charged C/2 (raw data)

description: This entry contains the radiographs, flat field and dark current 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.17167641
title: Battery Imaging Library: Neutron-CT - AAA NMC532 battery charged C/2 (raw data)

description: This entry contains the radiographs, flat field and dark current 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.17007232
title: Battery Imaging Library: Neutron-CT - AAA NMC532 battery charged C/20 (raw data)

description: This entry contains the radiographs, flat field and dark current data of a neutron-CT dataset of a AAA NMC532 battery charged to 4.2V with a C/20 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.17007231
title: Battery Imaging Library: Neutron-CT - AAA NMC532 battery charged C/20 (raw data)

description: This entry contains the radiographs, flat field and dark current data of a neutron-CT dataset of a AAA NMC532 battery charged to 4.2V with a C/20 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.17167640
title: Battery Imaging Library: Neutron-CT - AAA NMC532 battery charged C/20 (raw data)

description: This entry contains the radiographs, flat field and dark current data of a neutron-CT dataset of a AAA NMC532 battery charged to 4.2V with a C/20 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.17007256
title: Battery Imaging Library: Neutron-CT - AAA NMC532 battery discharged C/2 (raw data)

description: This entry contains the radiographs, flat field and dark current 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.qdsxeb
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Chrysanthemum alpinum)"
 ]
}

 The dataset includes 148 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018886-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17007255
title: Battery Imaging Library: Neutron-CT - AAA NMC532 battery discharged C/2 (raw data)

description: This entry contains the radiographs, flat field and dark current 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: 10.5281/zenodo.17167639
title: Battery Imaging Library: Neutron-CT - AAA NMC532 battery discharged C/2 (raw data)

description: This entry contains the radiographs, flat field and dark current 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.j9fzgu
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((26.3984 37.6439,26.35473 37.55658,26.46091 37.44147,26.6574 37.48414,26.6177 37.6181,26.52145 37.66474,26.45297 37.66574,26.3984 37.6439))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 102 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018887-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17007587
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: 10.5281/zenodo.17007586
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.