cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5941496
title: Dataset for the manuscript: Probing surfactant bilayer interactions by tracking optically trapped single nanoparticles

description: <strong>Publication information</strong> Kim, J., Martin, O. J. F., Probing Surfactant Bilayer Interactions by Tracking Optically Trapped Single Nanoparticles. <em>Adv. Mater. Interfaces</em> 2023, 10, 2201793. https://doi.org/10.1002/admi.202201793 <strong>'Data manual.html'</strong>: This notebook explains the data structure and how to visualize the data using Python 3. <strong>'rawdata.zip'</strong>: The dataset containing all the video recordings and trajectories. '<strong>single-particle_trajectory.zip'</strong>: It contains a specific particle trajectory used in Figures 2 and 4. It includes two consecutive video recordings of the same particle, the corresponding trajectories, and the mean squared displacements calculated from two segmented trajectories as explained in the manuscript. This new version also includes the original Jupyter notebook file (<strong>'Data manual.ipynb'</strong>).
description: Funding from the European Research Council (ERC-2015-AdG-695206 Nanofactory)
DOI: 10.17031/63fdceac08999
title: 2002 English Nature (EN) Tweed Estuary cSAC, littoral sediment survey
title: Survey of the Littoral Sediments of the Tweed Estuary cSAC.

description: Report following a survey of the intertidal soft sediments and associated infauna of the Tweed Estuary cSAC. The aim of the survey was to acquire baseline information and maps of the main sediments and biotopes present for future management and monitoring of the cSAC.
The data is presented as a series of site descriptions and photographs which were used to assign biotopes for the mapping.
DOI: 10.5281/zenodo.7551962
title: datasets of Rainbow

description: We put datasets and regular expression sets in this directory. Each dataset includes three forms: compressed, fully decompressed, and decoded. The decompressed and decoded are converted from the compressed data.
DOI: 10.5281/zenodo.7684092
title: datasets of Rainbow

description: We put datasets and regular expression sets in this directory. Each dataset includes three forms: compressed, fully decompressed, and decoded. The decompressed and decoded are converted from the compressed data.
DOI: 10.5281/zenodo.7551961
title: datasets of Rainbow

description: We put datasets and regular expression sets in this directory. Each dataset includes three forms: compressed, fully decompressed, and decoded. The decompressed and decoded are converted from the compressed data.
DOI: 10.5523/bris.2hzqiunnryl952q4acb9yf1va5
title: Hydrogel-actuated Soft Sucker with Mucus Secretion

description: Data for publication: Hydrogel-actuated Soft Sucker with Mucus Secretion, Tianqi Yue, Alex Keller, Daniel Gosden, Hermes Bloomfield-Gadelha and Jonathan Rossiter, Proc. RoboSoft 2023, Singapore, 3-7 April 2023
DOI: 10.17031/63fdd068efc5c
title: 2018 Scottish Environment Protection Agency (SEPA) Forth Estuary Intertidal Seagrass Survey

description: Trial Intertidal seagrass survey at several sites in the Forth Estuary, Scotland for EU Water Framework Directive Monitoring using the WFD (Angiosperm) Intertidal Seagrass tool. The tool looks at the species composition of the seagrass bed, the density (as percent cover) and the extent of the seagrass bed.
DOI: 10.5519/qd.typopiiq
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (68544 records)
DOI: 10.6084/m9.figshare.22188442
title: Supplementary Material for: Minor salivary gland biopsy for the diagnosis of neurosarcoidosis

description: Introduction: The definite diagnosis of neurosarcoidosis is challenging since it requires a compatible histology of the nervous system. When neurosarcoidosis is suspected, other systemic manifestations are investigated to confirm the diagnosis. A minor salivary gland biopsy (MSGB) is often performed since it is minimally invasive. The objective of the present study was to assess its performance for the diagnosis of neurosarcoidosis. Methods: A retrospective single-center study included patients who underwent a MSGB in a tertiary neurological university hospital (Lyon, France) between 2015 and 2018. Clinical presentations unlikely to be compatible with neurosarcoidosis were excluded. Positive cases of neurosarcoidosis were defined as definite, probable, and possible cases, according to the latest international neurosarcoidosis diagnostic criteria from the Neurosarcoidosis Consortium Consensus Group. Results: A total of 529 patients underwent a MSGB for clinical manifestations compatible with neurosarcoidosis. Among the 13 who fulfilled the criteria for neurosarcoidosis, only one had a positive MSGB. The sensitivity of MSGB was 7.7% (95% CI [0.2–36.0%]) and the specificity was 100.0% (95% CI [99.3–100%]). Discussion/Conclusion: Considering the low sensitivity of MSGB for the diagnosis of NS, MSGB should be performed in selected indications, including a suspicion of spinal cord sarcoidosis, or when there is a strong clinical, laboratory and radiological suspicion of NS. MSGB should rather not be performed when the chest CT-scan does not show signs of pulmonary or lymph node sarcoidosis.
DOI: 10.6084/m9.figshare.22188442.v1
title: Supplementary Material for: Minor salivary gland biopsy for the diagnosis of neurosarcoidosis

description: Introduction: The definite diagnosis of neurosarcoidosis is challenging since it requires a compatible histology of the nervous system. When neurosarcoidosis is suspected, other systemic manifestations are investigated to confirm the diagnosis. A minor salivary gland biopsy (MSGB) is often performed since it is minimally invasive. The objective of the present study was to assess its performance for the diagnosis of neurosarcoidosis. Methods: A retrospective single-center study included patients who underwent a MSGB in a tertiary neurological university hospital (Lyon, France) between 2015 and 2018. Clinical presentations unlikely to be compatible with neurosarcoidosis were excluded. Positive cases of neurosarcoidosis were defined as definite, probable, and possible cases, according to the latest international neurosarcoidosis diagnostic criteria from the Neurosarcoidosis Consortium Consensus Group. Results: A total of 529 patients underwent a MSGB for clinical manifestations compatible with neurosarcoidosis. Among the 13 who fulfilled the criteria for neurosarcoidosis, only one had a positive MSGB. The sensitivity of MSGB was 7.7% (95% CI [0.2–36.0%]) and the specificity was 100.0% (95% CI [99.3–100%]). Discussion/Conclusion: Considering the low sensitivity of MSGB for the diagnosis of NS, MSGB should be performed in selected indications, including a suspicion of spinal cord sarcoidosis, or when there is a strong clinical, laboratory and radiological suspicion of NS. MSGB should rather not be performed when the chest CT-scan does not show signs of pulmonary or lymph node sarcoidosis.
DOI: 10.6084/m9.figshare.22188433
title: Synthetic spectra challenging dataset

description: Challenging dataset to evaluate ML/DL models for the classification of synthetic spectra
DOI: 10.5281/zenodo.6684533
title: Zona Joven

description: Este conjunto de datos incluye un directorio con los datos de las <strong>Zonas Joven</strong> de Zaragoza, que son espacios de encuentro para los jóvenes, donde los usuarios pueden participar en diversas actividades o hacer uso de las nuevas tecnologías. El Ayuntamiento de Zaragoza pone a disposición una visualización en la que se muestran datos sobre Zonas Joven. El conjunto de datos contiene información de localización (dirección, código postal, latitud y longitud), contacto (email y teléfono), horario y url a la web de cada centro. Acceso a la ficha descriptiva del dataset
DOI: 10.5281/zenodo.6684534
title: Casas de juventud

description: Este conjunto de datos incluye un directorio con los datos de los <strong>Casas de Juventud</strong> de Zaragoza, que son espacios de encuentro para los jóvenes, donde los usuarios pueden participar en diversas actividades o hacer uso de las nuevas tecnologías. El Ayuntamiento de Zaragoza pone a disposición una visualización en la que se muestran datos sobre Casas de Juventud. El conjunto de datos contiene información de localización (dirección, código postal, latitud y longitud), contacto (email y teléfono) , horario y url a la web de cada centro. Acceso a la ficha descriptiva del dataset
DOI: 10.5281/zenodo.7684144
title: Zona Joven

description: Este conjunto de datos incluye un directorio con los datos de las <strong>Zonas Joven</strong> de Zaragoza, que son espacios de encuentro para los jóvenes, donde los usuarios pueden participar en diversas actividades o hacer uso de las nuevas tecnologías. El Ayuntamiento de Zaragoza pone a disposición una visualización en la que se muestran datos sobre Zonas Joven. El conjunto de datos contiene información de localización (dirección, código postal, latitud y longitud), contacto (email y teléfono), horario y url a la web de cada centro. Acceso a la ficha descriptiva del dataset
DOI: 10.5281/zenodo.7684125
title: datasets of Rainbow

description: We put datasets and regular expression sets in this directory. Each dataset includes three forms: compressed, fully decompressed, and decoded. The decompressed and decoded are converted from the compressed data.
DOI: 10.5281/zenodo.7684124
title: datasets of Rainbow

description: We put datasets and regular expression sets in this directory. Each dataset includes three forms: compressed, fully decompressed, and decoded. The decompressed and decoded are converted from the compressed data.
DOI: 10.5523/bris.3crx74ryps8h42aol8pbjycetp
title: An expandable, modular de novo protein platform for precision redox engineering

description: Data supporting the publication 'An expandable, modular de novo protein platform for precision redox engineering', including computational design scripts, molecular dynamics simulations, molecular protein models and cryo-EM models.
DOI: 10.6084/m9.figshare.22188103
title: Solar steam-driven membrane filtration for high flux water purification

description: Source Data Supplementary Figures
DOI: 10.6084/m9.figshare.22188103.v2
title: Solar steam-driven membrane filtration for high flux water purification

description: Source Data Supplementary Figures
DOI: 10.21954/ou.rd.22121742
title: CLEAN_UniaxialTensileTest_StainlessSteel316L_ExtensionRate0_6mmMin

description: This is a part of the test dataset (Digital Image Correlation Images and CSV data) that describes the experiments done at The Open University for the Small Ring Tensile Testing of SS316L performed at various displacement rates. Unprocessed images (.NEF format) start with the prefix 'RAW' while processed images (.TIF format) start with the prefix 'CLEAN'. The following letters after that describe the test type (Small Ring Test or Uniaxial Test), followed by the material. Lastly, after the material, the crosshead extension rate is described. For instance, 'Extension Rate0_3mmMin' refers to an extension rate of 0.3 mm/min and so on. The 'RAW' folders also contain the unprocessed CSV files. The 'CLEAN' folders contain the camera information (capture interval, ISO, etc) as well as the denoised CSV experimental files. The CSV files are denoised with the help of a Butterworth filter.
DOI: 10.21954/ou.rd.22121742.v1
title: CLEAN_UniaxialTensileTest_StainlessSteel316L_ExtensionRate0_6mmMin

description: This is a part of the test dataset (Digital Image Correlation Images and CSV data) that describes the experiments done at The Open University for the Small Ring Tensile Testing of SS316L performed at various displacement rates. Unprocessed images (.NEF format) start with the prefix 'RAW' while processed images (.TIF format) start with the prefix 'CLEAN'. The following letters after that describe the test type (Small Ring Test or Uniaxial Test), followed by the material. Lastly, after the material, the crosshead extension rate is described. For instance, 'Extension Rate0_3mmMin' refers to an extension rate of 0.3 mm/min and so on. The 'RAW' folders also contain the unprocessed CSV files. The 'CLEAN' folders contain the camera information (capture interval, ISO, etc) as well as the denoised CSV experimental files. The CSV files are denoised with the help of a Butterworth filter.
DOI: 10.21954/ou.rd.22121665
title: RAW_UniaxialTensileTest_StainlessSteel316L_ExtensionRate0_7mmMin

description: This is a part of the test dataset (Digital Image Correlation Images and CSV data) that describes the experiments done at The Open University for the Small Ring Tensile Testing of SS316L performed at various displacement rates. Unprocessed images (.NEF format) start with the prefix 'RAW' while processed images (.TIF format) start with the prefix 'CLEAN'. The following letters after that describe the test type (Small Ring Test or Uniaxial Test), followed by the material. Lastly, after the material, the crosshead extension rate is described. For instance, 'Extension Rate0_3mmMin' refers to an extension rate of 0.3 mm/min and so on. The 'RAW' folders also contain the unprocessed CSV files. The 'CLEAN' folders contain the camera information (capture interval, ISO, etc) as well as the denoised CSV experimental files. The CSV files are denoised with the help of a Butterworth filter.
DOI: 10.21954/ou.rd.22121665.v1
title: RAW_UniaxialTensileTest_StainlessSteel316L_ExtensionRate0_7mmMin

description: This is a part of the test dataset (Digital Image Correlation Images and CSV data) that describes the experiments done at The Open University for the Small Ring Tensile Testing of SS316L performed at various displacement rates. Unprocessed images (.NEF format) start with the prefix 'RAW' while processed images (.TIF format) start with the prefix 'CLEAN'. The following letters after that describe the test type (Small Ring Test or Uniaxial Test), followed by the material. Lastly, after the material, the crosshead extension rate is described. For instance, 'Extension Rate0_3mmMin' refers to an extension rate of 0.3 mm/min and so on. The 'RAW' folders also contain the unprocessed CSV files. The 'CLEAN' folders contain the camera information (capture interval, ISO, etc) as well as the denoised CSV experimental files. The CSV files are denoised with the help of a Butterworth filter.
DOI: 10.6084/m9.figshare.22102289
title: all Cyclic features of neutral closed shell molecules of ChEMBL and ZINC

description: 2 SMILES lists with all the cyclic features as detected by the following program : https://github.com/BenoitDamota/gcf <br> gcf1 includes the 11013 generic cyclic features of the neutral closed shell substances of ChEMBL25 as downloaded in September 2019. After converting the SMILES to a RDKit molecular graph object, the stereochemical information is removed. Then, only non-radical neutral compounds were retained whose SMILES writing does not contain formal charges. <br> The second list gcf2 include the 15431 generic cyclic features from the ZINC20 compounds. ZINC is larger than ChEMBL and is based on commercially available compounds and not restricted to bioactive molecules. It encompass in proportion more inorganic and organometallic compounds than ChEMBL. We have used the already prepared version ZINC20-ML by Artem Cherkasov and Francesco Gentile with all the 1,006,651,037 ZINC20 molecules as of early March 2021. ZINC20-ML is available at https://files.docking.org/zinc20-ML/. Again, this set has been filtered with the same procedure. <br>
DOI: 10.21954/ou.rd.22121578
title: RAW_UniaxialTensileTest_StainlessSteel316L_ExtensionRate0_6mmMin

description: This is a part of the test dataset (Digital Image Correlation Images and CSV data) that describes the experiments done at The Open University for the Small Ring Tensile Testing of SS316L performed at various displacement rates. Unprocessed images (.NEF format) start with the prefix 'RAW' while processed images (.TIF format) start with the prefix 'CLEAN'. The following letters after that describe the test type (Small Ring Test or Uniaxial Test), followed by the material. Lastly, after the material, the crosshead extension rate is described. For instance, 'Extension Rate0_3mmMin' refers to an extension rate of 0.3 mm/min and so on. The 'RAW' folders also contain the unprocessed CSV files. The 'CLEAN' folders contain the camera information (capture interval, ISO, etc) as well as the denoised CSV experimental files. The CSV files are denoised with the help of a Butterworth filter.
DOI: 10.21954/ou.rd.22121578.v1
title: RAW_UniaxialTensileTest_StainlessSteel316L_ExtensionRate0_6mmMin

description: This is a part of the test dataset (Digital Image Correlation Images and CSV data) that describes the experiments done at The Open University for the Small Ring Tensile Testing of SS316L performed at various displacement rates. Unprocessed images (.NEF format) start with the prefix 'RAW' while processed images (.TIF format) start with the prefix 'CLEAN'. The following letters after that describe the test type (Small Ring Test or Uniaxial Test), followed by the material. Lastly, after the material, the crosshead extension rate is described. For instance, 'Extension Rate0_3mmMin' refers to an extension rate of 0.3 mm/min and so on. The 'RAW' folders also contain the unprocessed CSV files. The 'CLEAN' folders contain the camera information (capture interval, ISO, etc) as well as the denoised CSV experimental files. The CSV files are denoised with the help of a Butterworth filter.
DOI: 10.21954/ou.rd.22121488
title: CLEAN_SmallRingTensileTest_StainlessSteel316L_ExtensionRate1_1mmMin

description: This is a part of the test dataset (Digital Image Correlation Images and CSV data) that describes the experiments done at The Open University for the Small Ring Tensile Testing of SS316L performed at various displacement rates. Unprocessed images (.NEF format) start with the prefix 'RAW' while processed images (.TIF format) start with the prefix 'CLEAN'. The following letters after that describe the test type (Small Ring Test or Uniaxial Test), followed by the material. Lastly, after the material, the crosshead extension rate is described. For instance, 'Extension Rate0_3mmMin' refers to an extension rate of 0.3 mm/min and so on. The 'RAW' folders also contain the unprocessed CSV files. The 'CLEAN' folders contain the camera information (capture interval, ISO, etc) as well as the denoised CSV experimental files. The CSV files are denoised with the help of a Butterworth filter.
DOI: 10.21954/ou.rd.22121488.v1
title: CLEAN_SmallRingTensileTest_StainlessSteel316L_ExtensionRate1_1mmMin

description: This is a part of the test dataset (Digital Image Correlation Images and CSV data) that describes the experiments done at The Open University for the Small Ring Tensile Testing of SS316L performed at various displacement rates. Unprocessed images (.NEF format) start with the prefix 'RAW' while processed images (.TIF format) start with the prefix 'CLEAN'. The following letters after that describe the test type (Small Ring Test or Uniaxial Test), followed by the material. Lastly, after the material, the crosshead extension rate is described. For instance, 'Extension Rate0_3mmMin' refers to an extension rate of 0.3 mm/min and so on. The 'RAW' folders also contain the unprocessed CSV files. The 'CLEAN' folders contain the camera information (capture interval, ISO, etc) as well as the denoised CSV experimental files. The CSV files are denoised with the help of a Butterworth filter.
DOI: 10.21954/ou.rd.22121448
title: CLEAN_SmallRingTensileTest_StainlessSteel316L_ExtensionRate4_0mmMin

description: This is a part of the test dataset (Digital Image Correlation Images and CSV data) that describes the experiments done at The Open University for the Small Ring Tensile Testing of SS316L performed at various displacement rates. Unprocessed images (.NEF format) start with the prefix 'RAW' while processed images (.TIF format) start with the prefix 'CLEAN'. The following letters after that describe the test type (Small Ring Test or Uniaxial Test), followed by the material. Lastly, after the material, the crosshead extension rate is described. For instance, 'Extension Rate0_3mmMin' refers to an extension rate of 0.3 mm/min and so on. The 'RAW' folders also contain the unprocessed CSV files. The 'CLEAN' folders contain the camera information (capture interval, ISO, etc) as well as the denoised CSV experimental files. The CSV files are denoised with the help of a Butterworth filter.
DOI: 10.21954/ou.rd.22121448.v1
title: CLEAN_SmallRingTensileTest_StainlessSteel316L_ExtensionRate4_0mmMin

description: This is a part of the test dataset (Digital Image Correlation Images and CSV data) that describes the experiments done at The Open University for the Small Ring Tensile Testing of SS316L performed at various displacement rates. Unprocessed images (.NEF format) start with the prefix 'RAW' while processed images (.TIF format) start with the prefix 'CLEAN'. The following letters after that describe the test type (Small Ring Test or Uniaxial Test), followed by the material. Lastly, after the material, the crosshead extension rate is described. For instance, 'Extension Rate0_3mmMin' refers to an extension rate of 0.3 mm/min and so on. The 'RAW' folders also contain the unprocessed CSV files. The 'CLEAN' folders contain the camera information (capture interval, ISO, etc) as well as the denoised CSV experimental files. The CSV files are denoised with the help of a Butterworth filter.
DOI: 10.21954/ou.rd.22121411
title: CLEAN_SmallRingTensileTest_StainlessSteel316L_ExtensionRate3_5mmMin

description: This is a part of the test dataset (Digital Image Correlation Images and CSV data) that describes the experiments done at The Open University for the Small Ring Tensile Testing of SS316L performed at various displacement rates. Unprocessed images (.NEF format) start with the prefix 'RAW' while processed images (.TIF format) start with the prefix 'CLEAN'. The following letters after that describe the test type (Small Ring Test or Uniaxial Test), followed by the material. Lastly, after the material, the crosshead extension rate is described. For instance, 'Extension Rate0_3mmMin' refers to an extension rate of 0.3 mm/min and so on. The 'RAW' folders also contain the unprocessed CSV files. The 'CLEAN' folders contain the camera information (capture interval, ISO, etc) as well as the denoised CSV experimental files. The CSV files are denoised with the help of a Butterworth filter.
DOI: 10.21954/ou.rd.22121411.v1
title: CLEAN_SmallRingTensileTest_StainlessSteel316L_ExtensionRate3_5mmMin

description: This is a part of the test dataset (Digital Image Correlation Images and CSV data) that describes the experiments done at The Open University for the Small Ring Tensile Testing of SS316L performed at various displacement rates. Unprocessed images (.NEF format) start with the prefix 'RAW' while processed images (.TIF format) start with the prefix 'CLEAN'. The following letters after that describe the test type (Small Ring Test or Uniaxial Test), followed by the material. Lastly, after the material, the crosshead extension rate is described. For instance, 'Extension Rate0_3mmMin' refers to an extension rate of 0.3 mm/min and so on. The 'RAW' folders also contain the unprocessed CSV files. The 'CLEAN' folders contain the camera information (capture interval, ISO, etc) as well as the denoised CSV experimental files. The CSV files are denoised with the help of a Butterworth filter.