cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7770264
title: Supplementary material for "A Rapid, Open-Source CCT Predictor for Low Alloy Steels, and its Application to Compositionally Heterogeneous Material"

description: The complete collection of measured, modelled and analysed data associated with the work "A Rapid, Open-Source CCT Predictor for Low Alloy Steels, and its Application to Compositionally Heterogeneous Material" and includes: Measured and analysed dilatometry data. Optical micrographs of as-cooled microstructures. Microhardness measurements of the as-cooled samples. PAG size analysis. Modelled CCT data. SA-540 EPMA data. Modelled results from adapting the model to consider SA-540 chemical heterogeneity. Full chemical analysis for each alloy examined. Modelled Thermo-Calc CCT data. Modelled JMatPro CCT data.
DOI: 10.5281/zenodo.7770263
title: Supplementary material for "A Rapid, Open-Source CCT Predictor for Low Alloy Steels, and its Application to Compositionally Heterogeneous Material"

description: The complete collection of measured, modelled and analysed data associated with the work "A Rapid, Open-Source CCT Predictor for Low Alloy Steels, and its Application to Compositionally Heterogeneous Material" and includes: Measured and analysed dilatometry data. Optical micrographs of as-cooled microstructures. Microhardness measurements of the as-cooled samples. PAG size analysis. Modelled CCT data. SA-540 EPMA data. Modelled results from adapting the model to consider SA-540 chemical heterogeneity. Full chemical analysis for each alloy examined. Modelled Thermo-Calc CCT data. Modelled JMatPro CCT data.
DOI: 10.6084/m9.figshare.23559579
title: MDSR Dataset_Tsitsi

description: This data set contains data from interviews of health workers on maternal death surveillance and response
DOI: 10.6084/m9.figshare.23559579.v1
title: MDSR Dataset_Tsitsi

description: This data set contains data from interviews of health workers on maternal death surveillance and response
DOI: 10.5281/zenodo.8068609
title: DAS Urban Mobility Patterns Database

description: This database is based on the MINIDAS format designed by the Incorporated Research Institutions for Seismology (IRIS) with the objective of storing information captured by distributed acoustic systems. These files correspond to the hdf5 type, which facilitates their reading. In this same dataset you can find the official script to work with this kind of data (for more information see official repository, https://github.com/DAS-RCN/RCN_DASformat). New version of https://doi.org/10.5281/zenodo.7981219
DOI: 10.5281/zenodo.8068608
title: DAS Urban Mobility Patterns Database

description: This database is based on the MINIDAS format designed by the Incorporated Research Institutions for Seismology (IRIS) with the objective of storing information captured by distributed acoustic systems. These files correspond to the hdf5 type, which facilitates their reading. In this same dataset you can find the official script to work with this kind of data (for more information see official repository, https://github.com/DAS-RCN/RCN_DASformat). New version of https://doi.org/10.5281/zenodo.7981219
DOI: 10.5281/zenodo.7658249
title: Nos_Machine translation test suite English-Galician

description: 364 english-galician parallel sentences for the evaluation of machine translation. Sentences are classified in categories based on challenging linguistic phenomena.
DOI: 10.5281/zenodo.7658248
title: Nos_Machine translation test suite English-Galician

description: 364 english-galician parallel sentences for the evaluation of machine translation. Sentences are classified in categories based on challenging linguistic phenomena.
DOI: 10.5281/zenodo.7658052
title: Nos_Machine translation test suite Spanish-Galician

description: 334 spanish-galician parallel sentences for the evaluation of machine translation. Sentences are classified in categories based on challenging linguistic phenomena.
DOI: 10.5281/zenodo.7658051
title: Nos_Machine translation test suite Spanish-Galician

description: 334 spanish-galician parallel sentences for the evaluation of machine translation. Sentences are classified in categories based on challenging linguistic phenomena.
DOI: 10.6084/m9.figshare.21952826
title: Data from "Microclimatic gradients cause phenological variations within temperate tree canopies in autumn but not in spring"

description: The files contain cleaned raw data of the leaf phenology (spring_phenology.xlsx, autumn_phenology.xlsx), the calculated phenological dates (phenology_dates.xlsx), the daily microclimatic parameters (microclimate_daily.xlsx), and the calculated growing degree days (gdd.xlsx) as reported in: <br> Zahnd C, Arend M, Kahmen A & Hoch G, 2023. Microclimatic gradients cause phenological variations within temperate tree canopies in autumn but not in spring. Agric For Meteorol 331: 109340 <br> Files contain a metadata tab with the most important information. For details regarding the methods, please refer to the original publication and Table S1 in the online Supplementary Materials.
DOI: 10.5281/zenodo.8046236
title: DAS Urban Mobility Pattern Database

description: DISCONTINUED!!!! New version: https://doi.org/10.5281/zenodo.8068608 This database is based on the MINIDAS format designed by the Incorporated Research Institutions for Seismology (IRIS) with the objective of storing information captured by distributed acoustic systems. These files correspond to the hdf5 type, which facilitates their reading. In this same dataset you can find the official script to work with this kind of data (for more information see official repository, https://github.com/DAS-RCN/RCN_DASformat).
DOI: 10.5281/zenodo.7981219
title: DAS Urban Mobility Pattern Database

description: DISCONTINUED!!!! New version: https://doi.org/10.5281/zenodo.8068608 This database is based on the MINIDAS format designed by the Incorporated Research Institutions for Seismology (IRIS) with the objective of storing information captured by distributed acoustic systems. These files correspond to the hdf5 type, which facilitates their reading. In this same dataset you can find the official script to work with this kind of data (for more information see official repository, https://github.com/DAS-RCN/RCN_DASformat).
DOI: 10.57780/ers-2607327
title: ERS-2 SCATTEROMETER Surface Soil Moisture Time Series and Orbit product in High and Nominal Resolution [SSM.H/N.TS - SSM.H/N]

description: ERS-2 SCATTEROMETER Surface Soil Moisture Time Series and Orbit product in High and Nominal Resolution [SSM.H/N.TS - SSM.H/N]
DOI: 10.5281/zenodo.7788262
title: Facile Electrodeposition-Based Chemosensors Using PANI and C-Hybrid Nanomaterials for the Selective Detection of Ammonia and Nitrogen Dioxide at Room Temperature - Dataset

description: Sensor systems for monitoring indoor air quality are vital for the precise quantification of the mechanisms which lead to the deterioration of human health, with a typical person spending an average of 20 h a day in an enclosed space. Thus, a series of layered chemoresistive sensors, obtained by the facile electrodeposition of carbon nanomaterial-enhanced PANI composites, have been tested for the selective detection of two core indoor pollutants: ammonia and nitrogen dioxide. The sensors were tested with respect to sensitivity and selectivity to the target gasses, with performance being assessed based on response linearity and repeatability at room temperature. Of the tested sensors, two have been identified as having an adequate performance on ammonia, with sensitivities of up to 96.99% and resolutions of up to 0.85 ppm being observed, while on nitrogen dioxide, despite the successful sensor having a lower sensitivity, 10.71%, it has shown high resolution, 1.25 ppm, and linearity over a large concentration domain. These high performances highlight the viability of multi-layers chemosensors based on the electrodeposition of nanomaterial-enhanced conductive polymers for the detection of pollutant gasses, with finetuning of the detection layer allowing the accurate monitoring of a wide range of gasses.
description: File names are in Romanian, however the Readme file is in English.
DOI: 10.5281/zenodo.7788263
title: Facile Electrodeposition-Based Chemosensors Using PANI and C-Hybrid Nanomaterials for the Selective Detection of Ammonia and Nitrogen Dioxide at Room Temperature - Dataset

description: Sensor systems for monitoring indoor air quality are vital for the precise quantification of the mechanisms which lead to the deterioration of human health, with a typical person spending an average of 20 h a day in an enclosed space. Thus, a series of layered chemoresistive sensors, obtained by the facile electrodeposition of carbon nanomaterial-enhanced PANI composites, have been tested for the selective detection of two core indoor pollutants: ammonia and nitrogen dioxide. The sensors were tested with respect to sensitivity and selectivity to the target gasses, with performance being assessed based on response linearity and repeatability at room temperature. Of the tested sensors, two have been identified as having an adequate performance on ammonia, with sensitivities of up to 96.99% and resolutions of up to 0.85 ppm being observed, while on nitrogen dioxide, despite the successful sensor having a lower sensitivity, 10.71%, it has shown high resolution, 1.25 ppm, and linearity over a large concentration domain. These high performances highlight the viability of multi-layers chemosensors based on the electrodeposition of nanomaterial-enhanced conductive polymers for the detection of pollutant gasses, with finetuning of the detection layer allowing the accurate monitoring of a wide range of gasses.
description: File names are in Romanian, however the Readme file is in English.
DOI: 10.57780/ers-af99f2b
title: ERS-1/2 SCATTEROMETER Nominal Resolution back-scattering measurements, Ocean Wind field [UWI]

description: ERS-1/2 SCATTEROMETER Nominal Resolution back-scattering measurements, Ocean Wind field [UWI]
DOI: 10.5281/zenodo.7658033
title: Nos_Machine translation gold standard English-Galician 2

description: 1777 carefully curated Galician-English parallel sentences for the evaluation of automatic machine translation. Sentence pairs are classified according to whether the translations are highly literal or not.
DOI: 10.5281/zenodo.7658032
title: Nos_Machine translation gold standard English-Galician 2

description: 1777 carefully curated Galician-English parallel sentences for the evaluation of automatic machine translation. Sentence pairs are classified according to whether the translations are highly literal or not.
DOI: 10.57780/ers-ee9aba7
title: ERS-1/2 SCATTEROMETER Ocean Wind field and Sea Ice probability [ASPS20.H/ASPS20.N]

description: ERS-1/2 SCATTEROMETER Ocean Wind field and Sea Ice probability [ASPS20.H/ASPS20.N]
DOI: 10.6084/m9.figshare.17712089
title: handwashing scale

description: data, SPSS
DOI: 10.6084/m9.figshare.17712089.v1
title: handwashing scale

description: data, SPSS
DOI: 10.5281/zenodo.7657993
title: Nos_Machine translation gold standard Spanish-Galician 2

description: 1998 carefully curated Galician-Spanish parallel sentences for the evaluation of automatic machine translation. Sentence pairs are classified according to whether the translations are highly literal or not.
DOI: 10.5281/zenodo.7657992
title: Nos_Machine translation gold standard Spanish-Galician 2

description: 1998 carefully curated Galician-Spanish parallel sentences for the evaluation of automatic machine translation. Sentence pairs are classified according to whether the translations are highly literal or not.
DOI: 10.5281/zenodo.7657887
title: Nos_Machine translation gold standard Spanish-Galician 1

description: 1998 carefully curated Galician-Spanish parallel sentences for the evaluation of automatic machine translation. Sentence pairs are classified according to whether the translations are highly literal or not.
DOI: 10.5281/zenodo.7657886
title: Nos_Machine translation gold standard Spanish-Galician 1

description: 1998 carefully curated Galician-Spanish parallel sentences for the evaluation of automatic machine translation. Sentence pairs are classified according to whether the translations are highly literal or not.
DOI: 10.5281/zenodo.7658009
title: Nos_Machine translation gold standard English-Galician 1

description: 1777 carefully curated Galician-English parallel sentences for the evaluation of automatic machine translation. Sentence pairs are classified according to whether the translations are highly literal or not.
DOI: 10.5281/zenodo.7658008
title: Nos_Machine translation gold standard English-Galician 1

description: 1777 carefully curated Galician-English parallel sentences for the evaluation of automatic machine translation. Sentence pairs are classified according to whether the translations are highly literal or not.
DOI: 10.6084/m9.figshare.23532204
title: Alphafold prediction of the interaction of Pho81 (aa 645-724) with Pho80

description: A zip file containing all information on the prediction of the interaction of S. cerevisiae Pho80 with the minimum domain of Pho81 (residues 645-724). The top-scoring prediction underwent relaxation.
DOI: 10.6084/m9.figshare.23532204.v1
title: Alphafold prediction of the interaction of Pho81 (aa 645-724) with Pho80

description: A zip file containing all information on the prediction of the interaction of S. cerevisiae Pho80 with the minimum domain of Pho81 (residues 645-724). The top-scoring prediction underwent relaxation.
DOI: 10.5281/zenodo.7933975
title: Evaluation of a simple score-based Natural Language Processing (NLP) algorithm: Intermediary Result

description: The intermediary result of the experiment "Evaluation of a simple score-based Natural Language Processing (NLP) algorithm".
DOI: 10.5281/zenodo.2844022
title: Google Play Store Data

description: Mobile App Stores such as Google, Apple have wide range of applications to suffice every need of customers in the digital platform. Customer feedback and ratings has always been one of the major metrics that can be used to review the performance and accordingly provide suitable recommendations to enhance the functionality. The Given dataset contain the feedback of the customer regarding the app used in app store. Data Set Column Details are as given below: <strong>Column name: </strong> <strong>Description</strong>: <strong>Column Name in Working Sheet </strong> <strong>Datatype</strong> <strong>Please read the Readme.docs file</strong>
DOI: 10.5281/zenodo.3549704
title: Amazon Customer Review Data

description: <strong>Dataset</strong>: Amazon Customer Review Data for sentiment analysis <strong>Size</strong>: 60889 appox. <strong>Format</strong>: .CSV <strong>Period</strong>: 2013 to 2019 <strong>Categories</strong>: 5…… (Mobiles, Smart TV, Books, Mobile Accessories, Refrigerator) <strong>Unique_ID</strong>: Customized (Primary Key) <strong>Review_Header</strong>: user’s comment in few words <strong>Review_Text</strong>: User’s comment in details (3-4 lines) <strong>Rating</strong>: (1- Very Low, 2 🡪 Low, 3🡪 Avg, 4 🡪 Good, 5 - Excellent) <strong>Posting Period</strong>: 2013 to 2019 <strong>Own_Rating</strong>: for 1-2 🡪 Negative, 3🡪 Neutral, 4-5 🡪 Positive
DOI: 10.5281/zenodo.7933985
title: Evaluation of a simple score-based Natural Language Processing (NLP) algorithm: Result

description: The result for the experiment "Evaluation of a simple score-based Natural Language Processing (NLP) algorithm".
DOI: 10.5281/zenodo.7932987
title: Reduced ASCAT dataset for Data Stewardship Experiment 2023

description: This dataset is a derived dataset of the original experiment, created by combining the H-SAF ASCAT SSM CDR and associated static layers. The original sources are ISMN and ASCAT . The dataset includes reduced spatial and temporal coverage, providing a subset of the original data for specific analysis purposes. It consists of the reduced ASCAT soil moisture data and relevant static layers such as terrain and soil porosity. The "warp5_grid" is also included, representing the grid information. With reduced it is meant that some cell locations were omitted. The dataset serves as a preprocessed input for the research project focused on soil moisture analysis.
description: Solely here for reproducibility for the Data Stewardship assignment.
DOI: 10.5281/zenodo.7932988
title: Reduced ASCAT dataset for Data Stewardship Experiment 2023

description: This dataset is a derived dataset of the original experiment, created by combining the H-SAF ASCAT SSM CDR and associated static layers. The original sources are ISMN and ASCAT . The dataset includes reduced spatial and temporal coverage, providing a subset of the original data for specific analysis purposes. It consists of the reduced ASCAT soil moisture data and relevant static layers such as terrain and soil porosity. The "warp5_grid" is also included, representing the grid information. With reduced it is meant that some cell locations were omitted. The dataset serves as a preprocessed input for the research project focused on soil moisture analysis.
description: Solely here for reproducibility for the Data Stewardship assignment.
DOI: 10.6084/m9.figshare.777781
title: Total hard coral cover and Acropora cover for each transect pre-bleaching (2009) and post-bleaching (2011)

description: “Bleaching” denotes whether the survey was pre-bleaching (2009) or post-bleaching (2011). “Depth” is the depth of the survey in metres, “Transect” is the transect number, “Acropora” denotes the % cover of Acropora in each transect, and “Total Hard Coral” is total coral cover for each transect.
DOI: 10.5285/27c06acf-cf4f-4a1e-aafc-274f152a1fe5
title: Stratigraphic and structural interpretation of the released commercial "Bowland-12" 3D Seismic reflection survey data acquired in 2012, Lancashire UK

description: Interpretation data pack from the 3D seismic reflection survey for the commercial "Bowland-12" 3D seismic reflection survey. This survey covers the Fylde region of Lancashire west of Blackpool and Lytham St Annes. The interpretation data file contains interpreted lithostratigraphic surfaces, fault plane locations and orientations for the Permo-Triassic and Carboniferous successions. The data also includes well surface locations and well path orientation data. The interpretation data is provided as a PETREL (TM of SMB) project in PETREL format (which is widely used in industry and academia for subsurface data and should therefore be ingestible by most other 3D seismic interpretation software packages. This data pack does not however contain the raw seismic or well day necessary to visualise and understand this data. 
Note on Data Access: 
The original "Bowland-12" commercial 3D seismic survey acquired in 2012 has been released (i.e. made openly available) by the North Sea Transition Authority (NSTA) and made available through UKOGL website. All access to the seismic data is through UKOGL according to the charging policies agreed by these two organisations. Neither NGDC nor BGS are able to provide access to these data. The data pack incorporates well top interpretation data, surface well locations and well path orientation data from Grange Hill 1Z, Preese Hall 1 and Preston New Road 1 and 2 wells and sidetracks. Raw geophysical log data is available from NSTA via BGS Geoindex on the BGS Website. Please read the terms and conditions/licensing for these data upon download.
DOI: 10.17632/fbscmmg4y5.1
title: Mendeley Supplement 1 for "Disparities in Asian American Melanoma Diagnosis and Treatment from 1990-2014"

description: Mendeley Supplement 1 for "Disparities in Asian American Melanoma Diagnosis and Treatment from 1990-2014"
DOI: 10.17632/fbscmmg4y5.2
title: Mendeley Supplement 1 for "Disparities in Asian American Melanoma Diagnosis and Treatment from 1990-2014"

description: Mendeley Supplement 1 for "Disparities in Asian American Melanoma Diagnosis and Treatment from 1990-2014"
DOI: 10.17632/44yz2cr4g8.1
title: Raw Western Blot Images - New Type II JAK2 Inhibitors 

description: These are the uncropped Western blot images from the figures in the manuscript "New Scaffolds for Type II JAK2 Inhibitors Overcome the Acquired G993A Resistance Mutation." Please see the manuscript for the full descriptions about the images.
DOI: 10.6084/m9.figshare.23092424
title: Efficacy and safety of compound glycyrrhizin in the patients with vitiligo: a systematic review and meta-analysis

description: Compound glycyrrhizin (CG) is widely used to treat vitiligo in China, and the efficacy and adverse events (AEs) of CG for vitiligo need further analysis. This study aimed to systematically reevaluate the efficacy and safety of CG in the patients with vitiligo. Eight literature databases were searched up to 31 December 2022, and randomized controlled trials which compared CG plus conventional treatments with conventional treatments alone were included. 17 studies with 1492 patients were included. The pooled results showed that the combination of CG and conventional treatments was superior to conventional treatments alone in the total efficacy rate (risk ratio (RR) = 1.54, 95% confidence interval (CI) = 1.40 to 1.69, <i>P</i> &lt; 0.00001), cure rate (RR = 1.62, 95%CI = 1.32 to 1.99, <i>P</i> &lt; 0.00001), the levels of serum IL-6, TNF-α, IL-17, and TGF-ß, and the ratio of CD4<sup>+</sup>/CD8<sup>+</sup> T cell in blood. Moreover, few patients suffered from the mild and tolerable AEs of CG. CG plus conventional treatments is an effective treatment for vitiligo with mild and tolerable AEs. More high-quality and large-sample studies are required in the future to provide more evidence of CG for vitiligo. CRD42023401166
DOI: 10.6084/m9.figshare.23092424.v1
title: Efficacy and safety of compound glycyrrhizin in the patients with vitiligo: a systematic review and meta-analysis

description: Compound glycyrrhizin (CG) is widely used to treat vitiligo in China, and the efficacy and adverse events (AEs) of CG for vitiligo need further analysis. This study aimed to systematically reevaluate the efficacy and safety of CG in the patients with vitiligo. Eight literature databases were searched up to 31 December 2022, and randomized controlled trials which compared CG plus conventional treatments with conventional treatments alone were included. 17 studies with 1492 patients were included. The pooled results showed that the combination of CG and conventional treatments was superior to conventional treatments alone in the total efficacy rate (risk ratio (RR) = 1.54, 95% confidence interval (CI) = 1.40 to 1.69, <i>P</i> &lt; 0.00001), cure rate (RR = 1.62, 95%CI = 1.32 to 1.99, <i>P</i> &lt; 0.00001), the levels of serum IL-6, TNF-α, IL-17, and TGF-ß, and the ratio of CD4<sup>+</sup>/CD8<sup>+</sup> T cell in blood. Moreover, few patients suffered from the mild and tolerable AEs of CG. CG plus conventional treatments is an effective treatment for vitiligo with mild and tolerable AEs. More high-quality and large-sample studies are required in the future to provide more evidence of CG for vitiligo. CRD42023401166
DOI: 10.25375/uct.23218802
title: List of Suggested Robustness Tests for the Revised Hake OMP

description: A list of suggested robustness tests for use in OMP testing is given below. The robustness tests that were found to present the greatest challenges from a resource conservation perspective during the development of OMP-2011 (see Appendix A) are shaded below.
DOI: 10.25375/uct.23218802.v1
title: List of Suggested Robustness Tests for the Revised Hake OMP

description: A list of suggested robustness tests for use in OMP testing is given below. The robustness tests that were found to present the greatest challenges from a resource conservation perspective during the development of OMP-2011 (see Appendix A) are shaded below.
DOI: 10.6084/m9.figshare.23559849
title: <strong>Investigating the Link between Frontal Sinus Morphology and Craniofacial Characteristics with Sex: A 3D CBCT study on </strong> <strong>the South Indian Population.</strong>

description: The data contains frontal sinus and craniofacial parameters in patients using cone beam computed tomography.