cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6579061
title: Urban form data for climate modelling: Sydney at 300 m resolution derived from building-resolving and 2 m land cover datasets

description: <strong>Sydney morphology and land surface dataset</strong> This dataset for Sydney, Australia, represents land cover, building morphology, vegetation morphology and other parameters appropriate for input into local or mesoscale urban climate models. The dataset is provided in netCDF4 and GeoTiff formats. Associated manuscript: A transformation in city-descriptive input data for urban climate models Citation for the open dataset:<br> - Lipson, M., Nazarian, N., Hart, M. A., Nice, K. A., and Conroy, B.: Urban form data for climate modelling: Sydney at 300 m resolution derived from building-resolving and 2 m land cover datasets (v1.01), https://doi.org/10.5281/zenodo.6579061, 2022. Citation for the associated manuscript:<br> - Lipson, M. J., Nazarian, N., Hart, M. A., Nice, K. A., and Conroy, B.: A Transformation in City-Descriptive Input Data for Urban Climate Models, Frontiers in Environmental Science, 10, https://doi.org/10.3389/fenvs.2022.866398, 2022. Location of associated processing code:<br> - https://github.com/matlipson/geoscape_processing_public.git <strong>Acknowledgments</strong> We gratefully acknowledge the Australian Urban Research Infrastructure Network (AURIN) and Geoscape Australia for <br> providing the datasets necessary for this study, drawing on Geoscape Buildings, Surface Cover and Trees datasets, <br> © Geoscape Australia, 2020: https://geoscape.com.au/legal/data-copyright-and-disclaimer/. <br> This research was supported by the Australian Research Council (ARC) Centre of Excellence for Climate System Science <br> (grant CE110001028), the ARC Centre of Excellence for Climate Extremes (grant CE170100023).
description: {"references": ["A transformation in city-descriptive input data for urban climate models"]}
DOI: 10.5281/zenodo.6565324
title: Urban form data for climate modelling: Sydney at 300 m resolution derived from building-resolving and 2 m land cover datasets

description: <strong>Sydney morphology and land surface dataset</strong> This dataset for Sydney, Australia, represents land cover, building morphology, vegetation morphology and other parameters appropriate for input into local or mesoscale urban climate models. The dataset is provided in netCDF4 and GeoTiff formats. Associated manuscript: A transformation in city-descriptive input data for urban climate models Citation for the open dataset:<br> - Lipson, M., Nazarian, N., Hart, M. A., Nice, K. A., and Conroy, B.: Urban form data for climate modelling: Sydney at 300 m resolution derived from building-resolving and 2 m land cover datasets (v1.01), https://doi.org/10.5281/zenodo.6579061, 2022. Citation for the associated manuscript:<br> - Lipson, M. J., Nazarian, N., Hart, M. A., Nice, K. A., and Conroy, B.: A Transformation in City-Descriptive Input Data for Urban Climate Models, Frontiers in Environmental Science, 10, https://doi.org/10.3389/fenvs.2022.866398, 2022. Location of associated processing code:<br> - https://github.com/matlipson/geoscape_processing_public.git <strong>Acknowledgments</strong> We gratefully acknowledge the Australian Urban Research Infrastructure Network (AURIN) and Geoscape Australia for <br> providing the datasets necessary for this study, drawing on Geoscape Buildings, Surface Cover and Trees datasets, <br> © Geoscape Australia, 2020: https://geoscape.com.au/legal/data-copyright-and-disclaimer/. <br> This research was supported by the Australian Research Council (ARC) Centre of Excellence for Climate System Science <br> (grant CE110001028), the ARC Centre of Excellence for Climate Extremes (grant CE170100023).
description: {"references": ["A transformation in city-descriptive input data for urban climate models"]}
DOI: 10.17632/p8gxgfrbwy.1
title: An exploratory study of financial behaviour using handwriting analysis

description: The primary data was collected using a questionnaire tool developed in the English language. It was administered to 900 participants based on convenience sampling with 44% success rate, i.e 402 respondents filled the questionnaire and provided the needed information. 
The handwriting features used for analysis were extracted from the questionnaire using the sample text “The London Letter” originally designed by Osborn in 1929 (Harralson & Miller, 2018) as a predetermined text (Gavrilescu & Vizireanu, 2018) This paragraph has been used to collect handwriting samples in order to extract handwriting features for published studies. 
The behavioral statements were included to gather data that could be used for classification according to the Big Five Personality Traits Model. The questionnaire is based on the big five personality traits, and uses  related facets along with correlated adjectives from John & Srivastava’s well cited work (John & Srivastava, 1999).
DOI: 10.17632/p8gxgfrbwy.2
title: An exploratory study of financial behaviour using handwriting analysis for personality trait of openness to experience

description: The primary data was collected using a questionnaire tool developed in the English language. It was administered to 900 participants based on convenience sampling with 44% success rate, i.e 402 respondents filled the questionnaire and provided the needed information. 
The handwriting features used for analysis were extracted from the questionnaire using the sample text “The London Letter” originally designed by Osborn in 1929 (Harralson & Miller, 2018) as a predetermined text (Gavrilescu & Vizireanu, 2018) This paragraph has been used to collect handwriting samples in order to extract handwriting features for published studies. 
The behavioral statements were included to gather data that could be used for classification according to the Big Five Personality Traits Model. The questionnaire is based on the big five personality traits, and uses  related facets along with correlated adjectives from John & Srivastava’s well cited work (John & Srivastava, 1999).
DOI: 10.17632/h9tf7m77pj.1
title: Ice nucleation observation raw data 

description: This study used a novel designed experimental setup to online measure the INPs concurrently for the ambient and heated aerosols (at 350 ℃), using a continuous flow diffusion chamber (CFDC) and other composition measurements. The difference between both measurements reflects the IN activities for non-refractory OA. We found the more oxygenated OA produced by photooxidation at noon preferentially acted as INPs. Our results give first direct evidence that the organic aerosols from anthropogenically polluted region could importantly contribute to the INPs well above the homogeneous ice nucleation temperature, when in high oxidation state and lower ambient relative humidity. Considering the abundant OA loadings over global scale, the role of OA in modulating ice number concentration and its potential consequent impacts on weather and climate should be attended.
DOI: 10.17632/n3kxggbxrf.1
title: Integrated geospatial and geophysical mapping for groundwater potential assessment: A study at granite-gneiss aquifer system IIAB, Ranchi, India 

description: These datasets include remotely-sensed map of geology, geomorphology, sub-surface hydrogeological models, groundwater zonation and various physiographic units used in this study have a significant contribution towards groundwater recharge in the study area (IIAB, Ranchi) which lies under the Chotanagpur-granite-gneiss complex. One can use or refer to these datasets in their study after providing the proper citation.
DOI: 10.6084/m9.figshare.20326824.v1
title: RBRP reactivity

description: Bigwig files that contain RBRP reactivities for HCQ-AI, Lev-AI, and Das-AI.
DOI: 10.6084/m9.figshare.14806644
title: Praxis in healthcare OR: An empirical behavioural OR study

description: Operational researchers working in academia commonly struggle in attempts to influence practice and decision making in healthcare amid a growing recognition that behaviour is key to effective operational research (OR). To further our understanding of the behavioural factors that operational researchers working in healthcare consider influence their work’s impact, we interviewed 24 OR practitioners working in academia and with experience of working with the UK National Health Service (NHS). The semi-structured interviews were consented, recorded, transcribed, and analysed thematically using a framework approach. Five dominant themes emerged that highlighted: behavioural challenges concerning flexibility, pivoting and the abandonment of projects; the influence of the evolving ambitions, maturity and behaviours of a practitioner’s OR group; the hidden and changing motivations of host healthcare organisations; the reliance of practitioners on intuition and how their praxis is influenced by their agency within their group and its relationships with healthcare organisations; and how attributes of altruism, broader life experience and creative risk-taking influence an individuals’ praxis. In summary, we identified numerous behavioural factors considered important to success that operate within and across individual projects.
DOI: 10.6084/m9.figshare.14806644.v1
title: Praxis in healthcare OR: An empirical behavioural OR study

description: Operational researchers working in academia commonly struggle in attempts to influence practice and decision making in healthcare amid a growing recognition that behaviour is key to effective operational research (OR). To further our understanding of the behavioural factors that operational researchers working in healthcare consider influence their work’s impact, we interviewed 24 OR practitioners working in academia and with experience of working with the UK National Health Service (NHS). The semi-structured interviews were consented, recorded, transcribed, and analysed thematically using a framework approach. Five dominant themes emerged that highlighted: behavioural challenges concerning flexibility, pivoting and the abandonment of projects; the influence of the evolving ambitions, maturity and behaviours of a practitioner’s OR group; the hidden and changing motivations of host healthcare organisations; the reliance of practitioners on intuition and how their praxis is influenced by their agency within their group and its relationships with healthcare organisations; and how attributes of altruism, broader life experience and creative risk-taking influence an individuals’ praxis. In summary, we identified numerous behavioural factors considered important to success that operate within and across individual projects.
DOI: 10.5281/zenodo.6851837
title: Fitofaladoiro IES Escolas Proval. Nigrán (Pontevedra)

description: Datos recollidos nos cursos 2019-2020, 2020-2021, 2021-2022.
DOI: 10.5281/zenodo.6851836
title: Fitofaladoiro IES Escolas Proval. Nigrán (Pontevedra)

description: Datos recollidos nos cursos 2019-2020, 2020-2021, 2021-2022.
DOI: 10.34740/kaggle/dsv/3954869
title: OntoUML/UFO Catalog
DOI: 10.5519/qd.tij2okuo
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (132 records)
DOI: 10.6084/m9.figshare.20288601
title: Chapter 5_Correlation_cell to characteristic_95CI.xlsx

description: Total correlation matrix partially presented in chapter 5 Table 5.3
DOI: 10.6084/m9.figshare.20288601.v1
title: Chapter 5_Correlation_cell to characteristic_95CI.xlsx

description: Total correlation matrix partially presented in chapter 5 Table 5.3
DOI: 10.6084/m9.figshare.20327226
title: Chapter 6- Deep Immunoprofiling HBV PD1/PD-L1

description: Correlation analysis is partially displayed in chapter 6 of thesis. Includes Spearmans R, 95% CI and P-values
DOI: 10.6084/m9.figshare.20327226.v1
title: Chapter 6- Deep Immunoprofiling HBV PD1/PD-L1

description: Correlation analysis is partially displayed in chapter 6 of thesis. Includes Spearmans R, 95% CI and P-values
DOI: 10.25919/vzwp-0w88
title: RGB and Hyperspectral images of building facades

description: The dataset includes hyperspectral and RGB images of building facades in a light industrial environment as well as the annotation labels. This dataset was collected to develop deep learning methods for segmenting building facade materials.
DOI: 10.6084/m9.figshare.20236509.v4
title: Single-nucleus and bulk ATAC-seq of liver from rat fed high fat diet

description: Non-alcoholic fatty liver disease (NAFLD) develops from fatty liver to steatohepatitis during which multiple cell types play different roles. Aiming to understand the cell type composition, gene expression and global gene regulation in NAFLD development, we performed single-nucleus and bulk ATAC-seq on the liver of rats fed high-fat diet. By machine learning, we divided the global gene expression into modules, such that the transcription factors in a module regulate the genes in the same module. Many of the modules rediscovered known regulatory relation between transcription factors and biological processes. For the discovered biological processes, we searched core genes, which were defined as genes central with regards to co-expression and protein-protein interaction. Half of the core genes overlapped with previously implicated NAFLD genes. Our statistical methods can elucidate the global gene regulation <em>in vivo</em> as a combination of modules and discover core genes of relevant biological processes.
DOI: 10.26182/fyec-gy35
title: Histomorphometric Age-At-Death Estimates
DOI: 10.34740/kaggle/dsv/3955016
title: Our World in Data - COVID-19
DOI: 10.25919/p8a7-6468
title: Parkes observations for project P1128 semester 2022APRS_07

description: This proposal requests 4 hours to carry out regular monitoring an eclipsing binary millisecond pulsar in the globular cluster NGC 6397, which we discovered with the Parkes UWL.
DOI: 10.5281/zenodo.6852523
title: Simulations of cosmogenic isotopes production via CCM SOCOL-AERv2-BE

description: Simulations of cosmogenic isotopes production via CCM SOCOL-AERv2-BE. Production for 10Be, 7Be, 36Cl and 14C.
DOI: 10.5281/zenodo.4696223
title: Simulations of cosmogenic isotopes production via CCM SOCOL-AERv2-BE

description: Simulations of cosmogenic isotopes production via CCM SOCOL-AERv2-BE. Production for 10Be, 7Be, 36Cl and 14C.
DOI: 10.5281/zenodo.6521139
title: Datasets -- supplemental material for ISWC'22 review

description: This Zenodo digital object contains three different datasets as supplemental material in support of verifiability and reproducibility of submission #288 for review at ISWC 2022 Research Track: local_redis_data.tar.gz contains a data dump (dump.rdb) for import into a local Redis instance that captures part of the Wikidata knowledge graph used by the entity linker local_elastic_data.tar.gz contains two json files (db_sitelinks-index_data.json and db_sitelinks-index_mappings.json) for import into a local Elasticsearch index to capture part of the Wikidata knowledge graph used by the entity linker corpus-json-extract.tar.gz contains the json representation of metadata (and over 120,000 HTML-formatted tables) drawn from over 62,700 PMC articles -- to be used for reproducing table characterization counts
DOI: 10.5281/zenodo.6521138
title: Datasets -- supplemental material for ISWC'22 review

description: This Zenodo digital object contains three different datasets as supplemental material in support of verifiability and reproducibility of submission #288 for review at ISWC 2022 Research Track: local_redis_data.tar.gz contains a data dump (dump.rdb) for import into a local Redis instance that captures part of the Wikidata knowledge graph used by the entity linker local_elastic_data.tar.gz contains two json files (db_sitelinks-index_data.json and db_sitelinks-index_mappings.json) for import into a local Elasticsearch index to capture part of the Wikidata knowledge graph used by the entity linker corpus-json-extract.tar.gz contains the json representation of metadata (and over 120,000 HTML-formatted tables) drawn from over 62,700 PMC articles -- to be used for reproducing table characterization counts
DOI: 10.5517/ccdc.csd.cc29wr10
title: CCDC 2141822: Experimental Crystal Structure Determination

description: Related Article: Francesco Papi, Albert Rosado, Oriol Valcorba, Arianna E. Lanza, Mauro Gemmi, Núria Portolés-Gil, Ana M. López-Periago, Concepción Domingo, José A. Ayllón|2022|Cryst.Growth Des.|22|4463|doi:10.1021/acs.cgd.2c00406
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc29wr21
title: CCDC 2141823: Experimental Crystal Structure Determination

description: Related Article: Francesco Papi, Albert Rosado, Oriol Valcorba, Arianna E. Lanza, Mauro Gemmi, Núria Portolés-Gil, Ana M. López-Periago, Concepción Domingo, José A. Ayllón|2022|Cryst.Growth Des.|22|4463|doi:10.1021/acs.cgd.2c00406
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc29wr43
title: CCDC 2141825: Experimental Crystal Structure Determination

description: Related Article: Francesco Papi, Albert Rosado, Oriol Valcorba, Arianna E. Lanza, Mauro Gemmi, Núria Portolés-Gil, Ana M. López-Periago, Concepción Domingo, José A. Ayllón|2022|Cryst.Growth Des.|22|4463|doi:10.1021/acs.cgd.2c00406
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc284dkd
title: CCDC 2089603: Experimental Crystal Structure Determination

description: Related Article: Souvik Maity, Tanmoy Kumar Ghosh, Saki Ito, Pradip Bhunia, Takayuki Ishida, Ashutosh Ghosh|2022|Cryst.Growth Des.|22|4332|doi:10.1021/acs.cgd.2c00298
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.2qe3we
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllanthus samarensis Müll.Arg."
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074533-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.25515415
title: Supplementary Material for: Exploring the impacts of age at menarche on cognitive aging in late adulthood: Evidence from a Mendelian randomization study on the Taiwanese population

description: INTRODUCTION: The potential influence of age at menarche (AM) on cognitive aging remains inadequate, partly because of the difficulties presented by multiple confounders. To address this issue, the Mendelian randomization (MR) analysis was used to explore the causal impacts of AM on cognitive aging.

METHODS: Using the publicly accessible Taiwan Biobank, we identified single nucleotide polymorphisms (SNPs) significantly associated with AM as instrumental variables to estimate the effects of instruments on cognitive function assessed with the Mini-Mental State Examination (MMSE). We employed several MR methods, including two-stage least squares, inverse variance weighting (IVW), MR-Egger, weighted median, weighted mode, and constrained maximum-likelihood (cML) MR methods, to ensure the stability and reliability of the results. 

RESULTS: MR analyses indicated no significant causal relationship between genetically determined AMs and total and subdomain MMSE scores, except the G5 subdomain (βIVW = 0.156, 95% confidence interval [CI]: 0.005, 0.307; βcML = 0.161, 95% CI: 0.014, 0.309). However, in a leave-one-out sensitivity analysis, we found a significant relationship between AM and cognitive aging after eliminating rs157863 and rs6758290, thus demonstrating the potential pleiotropic effects of these two SNPs. After these two SNPs were eliminated, a significant causal relationship between AM and overall MMSE scores (βIVW = 0.425, 95% CI 0.011, 0.839), though.

CONCLUSION: Evidence from the present MR study did not fully support a causal relationship between AM and cognitive function decline in later life. Potential pleiotropic effects of the genes underlying these two traits are worth of further investigation.
DOI: 10.15468/dl.amz5kf
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pimpinella chungdienensis C.Y.Wu"
 ]
}

 The dataset includes 17 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074534-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.939gfz
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plagiostachys albiflora Ridl."
 ]
}

 The dataset includes 94 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074535-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c6frrs
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phlomoides ferganensis (Popov) Adylov, Kamelin & Makhm."
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074537-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kw3eqk
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poikilospermum micranthum (Miq.) Merr."
 ]
}

 The dataset includes 40 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074538-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sdvacj
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plectranthus hirsutus Hedge"
 ]
}

 The dataset includes 42 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074536-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vf8g5
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllanthus sambiranensis Leandri"
 ]
}

 The dataset includes 130 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074539-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.