cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15131/shef.data.24278329
title: Autistic adults' constructions and experiences of autism: analytical maps

description: These data are produced as part of the analytical process for the British Academy/ Leverhulme funded project 2019-2023 entitled: Autistic adults' constructions and experiences of autism <br> <br> <br> Ethics approval: 034023 The University of sheffield <br> Folder 1: These analytical maps were created from 12 different conversations around the personal meaning of autism and autism diagnosis for adults. The maps are anonymised. <br> Folder 2: These research notes, combined analytical maps, and transcript for the production of the video resource were created from 12 different conversations around the personal meaning of autism and autism diagnosis for adults and from ongoing analysis discussions about the data and what a resource might be. This folder is in a separate record linked below. <br> These documents were bundled for archiving on 10.10.23 following project completion in March 2023. <br> The PIs are Harriet Cameron (University of Sheffield) and Luke Beardon (Sheffield Hallam)
DOI: 10.15131/shef.data.24278332
title: Autistic adults' constructions and experiences of autism: combined analytical maps and notes

description: These data are produced as part of the analytical process for the British Academy/ Leverhulme funded project 2019-2023 entitled: Autistic adults' constructions and experiences of autism<br>Ethics approval: 034023 The University of sheffieldFolder 1: These analytical maps were created from 12 different conversations around the personal meaning of autism and autism diagnosis for adults. The maps are anonymised. This folder is in a separate record linked below.Folder 2: These research notes, combined analytical maps, and transcript for the production of the video resource were created from 12 different conversations around the personal meaning of autism and autism diagnosis for adults and from ongoing analysis discussions about the data and what a resource might be.These documents were bundled for archiving on 10.10.23 following project completion in March 2023.The PIs are Harriet Cameron (University of Sheffield) and Luke Beardon (Sheffield Hallam)
DOI: 10.15131/shef.data.24278332.v1
title: Autistic adults' constructions and experiences of autism: analytical maps and notes

description: These data are produced as part of the analytical process for the British Academy/ Leverhulme funded project 2019-2023 entitled: Autistic adults' constructions and experiences of autism <br> Ethics approval: 034023 The University of sheffield Folder 1: These analytical maps were created from 12 different conversations around the personal meaning of autism and autism diagnosis for adults. The maps are anonymised. Folder 2: These research notes, combined analytical maps, and transcript for the production of the video resource were created from 12 different conversations around the personal meaning of autism and autism diagnosis for adults and from ongoing analysis discussions about the data and what a resource might be. These documents were bundled for archiving on 10.10.23 following project completion in March 2023. The PIs are Harriet Cameron (University of Sheffield) and Luke Beardon (Sheffield Hallam)
DOI: 10.15131/shef.data.24278332.v2
title: Autistic adults' constructions and experiences of autism: combined analytical maps and notes

description: These data are produced as part of the analytical process for the British Academy/ Leverhulme funded project 2019-2023 entitled: Autistic adults' constructions and experiences of autism<br>Ethics approval: 034023 The University of sheffieldFolder 1: These analytical maps were created from 12 different conversations around the personal meaning of autism and autism diagnosis for adults. The maps are anonymised. This folder is in a separate record linked below.Folder 2: These research notes, combined analytical maps, and transcript for the production of the video resource were created from 12 different conversations around the personal meaning of autism and autism diagnosis for adults and from ongoing analysis discussions about the data and what a resource might be.These documents were bundled for archiving on 10.10.23 following project completion in March 2023.The PIs are Harriet Cameron (University of Sheffield) and Luke Beardon (Sheffield Hallam)
DOI: 10.6084/m9.figshare.20401962
title: Integrating geographical information systems, remote sensing, and machine learning techniques to monitor urban expansion: an application to Luanda, Angola

description: According to many previous studies, application of remote sensing for the complex and heterogeneous urban environments in Sub-Saharan African countries is challenging due to the spectral confusion among features caused by diversity of construction materials. Resorting to classification based on spectral indices that are expected to better highlight features of interest and to be prone to unsupervised classification, this study aims (1) to evaluate the effectiveness of index-based classification for Land Use Land Cover (LULC) using an unsupervised machine learning algorithm Product Quantized K-means (PQk-means); and (2) to monitor the urban expansion of Luanda, the capital city of Angola in a Logistic Regression Model (LRM). Comparison with state-of-the-art algorithms shows that unsupervised classification by means of spectral indices is effective for the study area and can be used for further studies. The built-up area of Luanda has increased from 94.5 km<sup>2</sup> in 2000 to 198.3 km<sup>2</sup> in 2008 and to 468.4 km<sup>2</sup> in 2018, mainly driven by the proximity to the already established residential areas and to the main roads as confirmed by the logistic regression analysis. The generated probability maps show high probability of urban growth in the areas where government had defined housing programs.
DOI: 10.6084/m9.figshare.20401962.v2
title: Integrating geographical information systems, remote sensing, and machine learning techniques to monitor urban expansion: an application to Luanda, Angola

description: According to many previous studies, application of remote sensing for the complex and heterogeneous urban environments in Sub-Saharan African countries is challenging due to the spectral confusion among features caused by diversity of construction materials. Resorting to classification based on spectral indices that are expected to better highlight features of interest and to be prone to unsupervised classification, this study aims (1) to evaluate the effectiveness of index-based classification for Land Use Land Cover (LULC) using an unsupervised machine learning algorithm Product Quantized K-means (PQk-means); and (2) to monitor the urban expansion of Luanda, the capital city of Angola in a Logistic Regression Model (LRM). Comparison with state-of-the-art algorithms shows that unsupervised classification by means of spectral indices is effective for the study area and can be used for further studies. The built-up area of Luanda has increased from 94.5 km<sup>2</sup> in 2000 to 198.3 km<sup>2</sup> in 2008 and to 468.4 km<sup>2</sup> in 2018, mainly driven by the proximity to the already established residential areas and to the main roads as confirmed by the logistic regression analysis. The generated probability maps show high probability of urban growth in the areas where government had defined housing programs.
DOI: 10.6084/m9.figshare.20401962.v3
title: Integrating geographical information systems, remote sensing, and machine learning techniques to monitor urban expansion: an application to Luanda, Angola

description: According to many previous studies, application of remote sensing for the complex and heterogeneous urban environments in Sub-Saharan African countries is challenging due to the spectral confusion among features caused by diversity of construction materials. Resorting to classification based on spectral indices that are expected to better highlight features of interest and to be prone to unsupervised classification, this study aims (1) to evaluate the effectiveness of index-based classification for Land Use Land Cover (LULC) using an unsupervised machine learning algorithm Product Quantized K-means (PQk-means); and (2) to monitor the urban expansion of Luanda, the capital city of Angola in a Logistic Regression Model (LRM). Comparison with state-of-the-art algorithms shows that unsupervised classification by means of spectral indices is effective for the study area and can be used for further studies. The built-up area of Luanda has increased from 94.5 km<sup>2</sup> in 2000 to 198.3 km<sup>2</sup> in 2008 and to 468.4 km<sup>2</sup> in 2018, mainly driven by the proximity to the already established residential areas and to the main roads as confirmed by the logistic regression analysis. The generated probability maps show high probability of urban growth in the areas where government had defined housing programs.
DOI: 10.5281/zenodo.10043713
title: 2D NMR specrta of PVD_P482

description: This is a supporting NMR dataset for the manuscript "An iron fist in a velvet glove: The cooperation of a novel pyoverdine from Pseudomonas donghuensis P482 (PVDP482) with 7-hydroxytropolone is pivotal for its antibacterial activity." by S. Jafra et al. 
Original FIDs for PVDP482  2D NMR spectra are uploaded: DQF-COSY, TOCSY, ROESY and 1H-13C HSQC.
DOI: 10.5281/zenodo.10043712
title: 2D NMR specrta of PVD_P482

description: This is a supporting NMR dataset for the manuscript "An iron fist in a velvet glove: The cooperation of a novel pyoverdine from Pseudomonas donghuensis P482 (PVDP482) with 7-hydroxytropolone is pivotal for its antibacterial activity." by S. Jafra et al. 
Original FIDs for PVDP482  2D NMR spectra are uploaded: DQF-COSY, TOCSY, ROESY and 1H-13C HSQC.
DOI: 10.5281/zenodo.10043309
title: Multifunctional Catalyst Combination for the Direct Conversion of CO2 to Propane

description: Supplementary Material:  CO2 hydrogenation thermodynamics, kinetic model for CO2 hydrogenation, catalyst regeneration data, chemical and textural characterisaton (EDS, N2 absorption, PXRD), spectroscopic characterisation (EXAFS, FTIR, Raman), imaging (HAADF-STEM)
DOI: 10.5281/zenodo.10043308
title: Multifunctional Catalyst Combination for the Direct Conversion of CO2 to Propane

description: Supplementary Material:  CO2 hydrogenation thermodynamics, kinetic model for CO2 hydrogenation, catalyst regeneration data, chemical and textural characterisaton (EDS, N2 absorption, PXRD), spectroscopic characterisation (EXAFS, FTIR, Raman), imaging (HAADF-STEM)
DOI: 10.34740/kaggle/dsv/6733917
title: 5G-SliciNdd
DOI: 10.6084/m9.figshare.24441448
title: Badminton session on Cardiovascular and Neuromuscular functions- Supplementary research data.xlsx

description: Badminton session on Cardiovascular and Neuromuscular functions among older adults in the United Arab Emirates
DOI: 10.6084/m9.figshare.24441448.v1
title: Badminton session on Cardiovascular and Neuromuscular functions- Supplementary research data.xlsx

description: Badminton session on Cardiovascular and Neuromuscular functions among older adults in the United Arab Emirates
DOI: 10.5281/zenodo.10012324
title: All-metallic magnetic Purcell enhancement in a thermally stable room-temperature maser

description: This contains the experimental raw data:

01_SRRcluster_ThersholdExperiment_RawData.zip

1,300 maser pulses recorded by oscilloscope along with gradually increased laser excitation energy
corresponding laser excitation energy
S11 parameter of the resonator measured using vector network analyzer (VNA) 
02_SRRcluster_ThermalStabilityExperiment_RawData.zip

Due to the large amount of data, here we only uploaded parts of the 18,000 maser pulses recorded by oscilloscope:

01: 1 - 1,000 pulses
03: 2,001 - 3,000 pulses
09: 8,001 - 9,000 pulses
18: 17,001 - 18,000 pulses
The rest of data is available from the corresponding author upon request
corresponding laser excitation energy
S11 parameters of the resonator before and after the masing experiment, measured using vector network analyzer (VNA) 
03_SrTiO3_ThermalStabilityExperiment_RawData_part01.zip & 03_SrTiO3_ThermalStabilityExperiment_RawData_part02.zip

Due to the large amount of data, here we only uploaded parts of the 12,000 maser pulses recorded by oscilloscope:

01: 1 - 1,000 pulses
03: 2,001 - 3,000 pulses
09: 8,001 - 9,000 pulses
12: 11,001 - 12,000 pulses
The rest of data is available from the corresponding author upon request
corresponding laser excitation energy
S11 parameters of the resonator before and after the masing experiment, measured using vector network analyzer (VNA)
DOI: 10.5281/zenodo.10012323
title: All-metallic magnetic Purcell enhancement in a thermally stable room-temperature maser

description: This contains the experimental raw data:

Model_SRRcluster.stl

the 3D model of the clustered SRR 
01_SRRcluster_ThersholdExperiment_RawData

1,300 maser pulses recorded by oscilloscope along with gradually increased laser excitation energy
corresponding laser excitation energy
S11 parameter of the resonator measured using vector network analyzer (VNA) 
02_SRRcluster_ThermalStabilityExperiment_RawData

18,000 maser pulses recorded by oscilloscope:
corresponding laser excitation energy
S11 parameters of the resonator before and after the masing experiment, measured using vector network analyzer (VNA) 
03_SrTiO3_ThermalStabilityExperiment_RawData

12,000 maser pulses recorded by oscilloscope:
corresponding laser excitation energy
S11 parameters of the resonator before and after the masing experiment, measured using vector network analyzer (VNA)
DOI: 10.5281/zenodo.10043312
title: All-metallic magnetic Purcell enhancement in a thermally stable room-temperature maser

description: This contains the experimental raw data:

Model_SRRcluster.stl

the 3D model of the clustered SRR 
01_SRRcluster_ThersholdExperiment_RawData

1,300 maser pulses recorded by oscilloscope along with gradually increased laser excitation energy
corresponding laser excitation energy
S11 parameter of the resonator measured using vector network analyzer (VNA) 
02_SRRcluster_ThermalStabilityExperiment_RawData

18,000 maser pulses recorded by oscilloscope:
corresponding laser excitation energy
S11 parameters of the resonator before and after the masing experiment, measured using vector network analyzer (VNA) 
03_SrTiO3_ThermalStabilityExperiment_RawData

12,000 maser pulses recorded by oscilloscope:
corresponding laser excitation energy
S11 parameters of the resonator before and after the masing experiment, measured using vector network analyzer (VNA)
DOI: 10.6084/m9.figshare.21842034.v4
title: Venom-gland transcriptomics and proteomics of the Tibellus oblongus spider

description: The EST database includes 1733 records, including 1263 nucleotide sequences with ORFs, of these 942 have been identified as toxin-coding. The database of peptide sequences was built on the basis of the transcriptomics results. It contains 217 new toxins, 212 of them were detected in the <em>T. oblongus</em> venom by the proteomics.
DOI: 10.6084/m9.figshare.21842034.v3
title: Venom-gland transcriptomics and proteomics of the Tibellus oblongus spider

description: The EST database includes 1733 records, including 1263 nucleotide sequences with ORFs, of these 942 have been identified as toxin-coding. The database of peptide sequences was built on the basis of the transcriptomics results. It contains 217 new toxins, 212 of them were detected in the <em>T. oblongus</em> venom by the proteomics.
DOI: 10.6084/m9.figshare.21842034
title: Venom-gland transcriptomics and proteomics of the Tibellus oblongus spider

description: The EST database includes 1733 records, including 1263 nucleotide sequences with ORFs, of these 942 have been identified as toxin-coding. The database of peptide sequences was built on the basis of the transcriptomics results. It contains 217 new toxins, 212 of them were detected in the <em>T. oblongus</em> venom by the proteomics.
DOI: 10.34740/kaggle/dsv/5185943
title: ArabicSL-Bench
DOI: 10.6084/m9.figshare.24441475
title: Source Data.xlsx

description: The dataset contains the source data of the charts in the manuscript entitled “<b>In situ Imaging of the Atomic Phase Transition Dynamics in Metal Halide Perovskites</b>”.
DOI: 10.6084/m9.figshare.24441475.v1
title: Source Data.xlsx

description: The dataset contains the source data of the charts in the manuscript entitled “<b>In situ Imaging of the Atomic Phase Transition Dynamics in Metal Halide Perovskites</b>”.
DOI: 10.4121/da3376f2-ea1d-453a-89e7-d607f93a7e8b.v1
title: The geochemical and zircon U-Pb dating data of the Milai section in the Gonjo Basin, Southeast Tibet

description: The geochemical data (in our case Rb/Sr and Ti/Ca data) were measured using an Innov-X Systems X-ray fluorescence (XRF) spectrometer, and used to carried out cyclostratigraphic analysis (and establish a floating astronomical timescale) and trace orbital-scale climate changes in the Gonjo Basin. The zircon U-Pb dating were performed using an Agilent 7900 ICP-MS equipped with a coherent 193 nm excimer laser ablation system (GeoLas HD) and identified the age of the volcanic layer at 866 m in the Gonjo Basin, and anchored in numerical time in order to obtain an absolute astronomical timescale.
DOI: 10.6084/m9.figshare.24271828
title: Spectral Flow Cytometry Experiment (Young & Aged)

description: csv files of Spectral Flow Cytometry analysis of the small intestine of 3 young and 3 aged mice.Data related to Figures 4A-D+G, S3F and S4A-I of the manuscript.Data analysis as described in the Star Methods section of the manuscript.
DOI: 10.4121/0e7e37c0-2149-4870-8c9e-13a77a85d9f6
title: Data underlying the publication: "On-Demand Release of Secondary Amine Bases for the Activation of Catalysts and Crosslinkers"

description: Complete set of data underlying the experiments conducted in "On-Demand Release of Secondary Amine Bases for the Activation of Catalysts and Crosslinkers". The objective of this work is to demonstrate that Dynamic Covalent (DCv) ureas can be used not only in self healing materials, but further as latent catalytic species that can be triggered by heat or the addition of water. We show this with the triggered release of aniline and subsequent catalysis of acylhydrazone formation, and the triggered formation of an organogel based on chlorooxime chemistry. The findings are backed by kinetic NMR experiments that show the conversions over time. As such, we have attached the MNova files analysing the experimental data, as well as showing the characterisation of the compounds that were synthesised in this work. To exclude any influence from potential supramolecular structures, we have also attached DLS data as Excel files. Please refer to the readme file, explaining the experiment identifiers and conditions of each experiment.
DOI: 10.4121/0e7e37c0-2149-4870-8c9e-13a77a85d9f6.v1
title: Data underlying the publication: "On-Demand Release of Secondary Amine Bases for the Activation of Catalysts and Crosslinkers"

description: Complete set of data underlying the experiments conducted in "On-Demand Release of Secondary Amine Bases for the Activation of Catalysts and Crosslinkers". The objective of this work is to demonstrate that Dynamic Covalent (DCv) ureas can be used not only in self healing materials, but further as latent catalytic species that can be triggered by heat or the addition of water. We show this with the triggered release of aniline and subsequent catalysis of acylhydrazone formation, and the triggered formation of an organogel based on chlorooxime chemistry. The findings are backed by kinetic NMR experiments that show the conversions over time. As such, we have attached the MNova files analysing the experimental data, as well as showing the characterisation of the compounds that were synthesised in this work. To exclude any influence from potential supramolecular structures, we have also attached DLS data as Excel files. Please refer to the readme file, explaining the experiment identifiers and conditions of each experiment.
DOI: 10.5281/zenodo.4161469
title: Atmospheric hydroxyl distribution from EMAC/MOM model

description: This dataset contains the output from the simulations with the EMAC model/MOM kinetic chemistry mechanism presented in Lelieveld et al. (2016) study, in particular the computed atmospheric hydroxyl radical (OH) abundance and related model fields facilitating usage/comparison of these results with other estimates. The data containers format is netCDF v.4 (compressed); please refer to the container variables/attributes for the extended information. We present here the actual model output (weekly averages for the 2013−2014 period, in EMAC-MOM__hydroxyl.nc) and the monthly “climatology” fields (average, SD, minima and maxima of the time steps falling in particular month, in EMAC-MOM__hydroxyl--clim.nc). See the .README.pdf file for additional notes. Changes w.r.t. previous version: updated attributes and DOIs in nc/jnl files, added OH "climatology", updated README.
description: {"references": ["Lelieveld, J., Gromov, S., Pozzer, A., and Taraborrelli, D.: Global tropospheric hydroxyl distribution, budget and reactivity, Atmos. Chem. Phys., 16, 12477\u201312493, https://doi.org/10.5194/acp-16-12477-2016, 2016.", "Lawrence, M. G., J\u00f6ckel, P., and von Kuhlmann, R.: What does the global mean OH concentration tell us?, Atmos. Chem. Phys., 1, 37\u201349, https://doi.org/10.5194/acp-1-37-2001, 2001."]}
DOI: 10.5281/zenodo.4044500
title: Atmospheric hydroxyl distribution from the EMAC model (MOM kinetic chemistry mechanism)

description: This dataset contains the output from the simulations with the EMAC model implementing the MOM kinetic chemistry mechanism presented in Lelieveld et al. (2016) study. In addition to the computed atmospheric hydroxyl (OH) and hydroperoxyl (HO2) radicals abundance distributions, we add related model fields facilitating usage/comparison of these results with other estimates.
The data containers format is netCDF v.4 (compressed); please refer to the container variables/attributes for the extended information. We present here the actual model output (weekly averages for the 2013−2014 period, in EMAC-MOM__*.nc) and the monthly "climatology" fields (average, SD, minima and maxima of the time steps falling in particular month, in EMAC-MOM__*--clim.nc, respectively).
See the .README.pdf file for additional notes.
Changes w.r.t. initial version from 2020/09/22:
2020/10/30: Updated attributes and DOIs in .nc/.jnl files, added OH "climatology", updated README.
2020/10/31: Updated description and "climatology" (SD fields were missing).
2022/06/19: Added hydroperoxyl (HO2) fields, updated species average concentration plot sample script.
2023/10/26: Dataset title adjusted for clarity
DOI: 10.5281/zenodo.4044501
title: Atmospheric hydroxyl distribution from EMAC/MOM model

description: This dataset contains the output from the simulations with the EMAC model/MOM kinetic chemistry mechanism presented in Lelieveld et al. (2016) study, in particular the computed atmospheric hydroxyl radical (OH) abundance and related model fields facilitating usage/comparison of these results with other estimates. The data container format is netCDF v.4 (compressed); please refer to the container variables/attributes for the extended information. See the .README.pdf file for additional notes.
description: {"references": ["Lelieveld, J., Gromov, S., Pozzer, A., and Taraborrelli, D.: Global tropospheric hydroxyl distribution, budget and reactivity, Atmos. Chem. Phys., 16, 12477\u201312493, https://doi.org/10.5194/acp-16-12477-2016, 2016.", "Lawrence, M. G., J\u00f6ckel, P., and von Kuhlmann, R.: What does the global mean OH concentration tell us?, Atmos. Chem. Phys., 1, 37\u201349, https://doi.org/10.5194/acp-1-37-2001, 2001."]}