cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5499010
title: Air Quality Forecasts Improved by Combining Data Assimilation and Machine Learning with Satellite AOD

description: Input data for random forest model. 1) UM_RDAPS.egg file: It provides analysis and forecast products four times a day (00, 06, 12, 18 UTC) in 12 km x 12 km spatial resolution. In this study, analysis products were only considered as the input variables (i.e., 2m temperature and dew-point temperature, relative humidity (RH), maximum wind speed, visibility at height above the ground, planetary boundary layer height (PBLH), and surface pressure). The accumulated maximum wind speed during 1, 3, 5, 7 days were also used in this study. 2) data_1.zip file: GOCI Aerosol product, MODIS Land cover, MODIS NDVI, Population density, Road density, SRTM_DEM. The detailed information of input variables is written in the supporting information of the paper.
DOI: 10.5281/zenodo.5499009
title: Air Quality Forecasts Improved by Combining Data Assimilation and Machine Learning with Satellite AOD

description: Input data for random forest model. 1) UM_RDAPS.egg file: It provides analysis and forecast products four times a day (00, 06, 12, 18 UTC) in 12 km x 12 km spatial resolution. In this study, analysis products were only considered as the input variables (i.e., 2m temperature and dew-point temperature, relative humidity (RH), maximum wind speed, visibility at height above the ground, planetary boundary layer height (PBLH), and surface pressure). The accumulated maximum wind speed during 1, 3, 5, 7 days were also used in this study. 2) data_1.zip file: GOCI Aerosol product, MODIS Land cover, MODIS NDVI, Population density, Road density, SRTM_DEM. The detailed information of input variables is written in the supporting information of the paper.
DOI: 10.22021/bbldntz202107
title: The Linked Open British National Bibliography – Books. 1950/2021-07 – N-Triples
DOI: 10.22021/bbldrdfz202107
title: The Linked Open British National Bibliography – Books. 1950/2021-07 – RDF/XML
DOI: 10.22021/bsldntz202107
title: The Linked Open British National Bibliography – Serials. 1950/2021-07 – N-Triples
DOI: 10.22021/bsldrdfz202107
title: The Linked Open British National Bibliography – Serials. 1950/2021-07 – RDF/XML
DOI: 10.17632/b5wkf68j7t.1
title: Anexo II Validación Juicio de Expertos

description: Validación juicio de expertos sobre el cuestionario programa "Creciendo en Salud"
DOI: 10.17632/dc4sm8ygs9.1
title: An Experimental Approach to Neural Inference in Question Answering

description: This package provides the experimental configurations, data, results, and implementations required to perform an experimental approach to neural inference in question answering.  

The folder structure is as follows:

- Configurations: provides JSON files with all of the configurations that must be tried out during grid search.
- Data: provides the 01K and the 10K bAbI repositories in English (en), Spanish (es), Hindi (hn), and Portuguese (pt). 
- Results: provides the models learnt in H5 format and the experimental results.

The main script is "generate-script.cmd".  It is a factory that generates a command-line script called "run-experiments.cmd" that runs all of the experiments in sequence. The remaining are Python scripts that implement our proposal.

To run the experimentation, please, create a Python enviroment and install the requirements in file "requirements.txt" using PIP.  Activate the enviroment and the execute script "run-experiments.cmd".  Please, realise that the original experimentation took roughly 20 months to complete on a high-end server.
DOI: 10.22021/bcldntz202107
title: The Linked Open British National Bibliography – Forthcoming Books. 2021-07 – N-Triples
DOI: 10.22021/bcldrdfz202107
title: The Linked Open British National Bibliography – Forthcoming Books. 2021-07 – RDF/XML
DOI: 10.22021/bbldntz202108
title: The Linked Open British National Bibliography – Books. 1950/2021-08 – N-Triples
DOI: 10.5281/zenodo.5500160
title: Resampled Prostate MRI data from Medical Segmentation Decathlon

description: Contains the resampled prostate MRI data from Medical Segmentation Decathlon.
DOI: 10.5281/zenodo.5500159
title: Resampled Prostate MRI data from Medical Segmentation Decathlon

description: Contains the resampled prostate MRI data from Medical Segmentation Decathlon.
DOI: 10.22021/bbldrdfz202108
title: The Linked Open British National Bibliography – Books. 1950/2021-08 – RDF/XML
DOI: 10.22021/bsldntz202108
title: The Linked Open British National Bibliography – Serials. 1950/2021-08 – N-Triples
DOI: 10.22021/bsldrdfz202108
title: The Linked Open British National Bibliography – Serials. 1950/2021-08 – RDF/XML
DOI: 10.22021/bcldntz202108
title: The Linked Open British National Bibliography – Forthcoming Books. 2021-08 – N-Triples
DOI: 10.22021/bcldrdfz202108
title: The Linked Open British National Bibliography – Forthcoming Books. 2021-08 – RDF/XML
DOI: 10.17632/nz37zsy3st.1
title: Baran Ratio, Investment, and British Economic Growth and Development data

description: Data for analysis done in paper by the same name.
DOI: 10.6084/m9.figshare.16601714.v1
title: Who was the best Friend Scoring Sheet

description: Scoring sheet with raw data for analyses published in the article "Who was the best Friend?" by Mathias Basner in the October 2021 issue of Significance Magazine.
DOI: 10.6084/m9.figshare.16601714
title: Who was the best Friend Scoring Sheet

description: Scoring sheet with raw data for analyses published in the article "Who was the best Friend?" by Mathias Basner in the October 2021 issue of Significance Magazine.
DOI: 10.25422/azu.data.14707311
title: Data for "A Preliminary Regional Geologic Map in Utopia Planitia of the Tianwen-1 Zhurong Landing Region"

description: Data for "A Preliminary Regional Geomorphologic Map in Utopia Planitia of the Tianwen-1 Zhurong Landing Region" is a collection of the files used in the associated publication for this dataset. This presents the dataset used for developing an initial geomorphologic map of the landing region of the Zhurong rover from the Tianwen-1 spacecraft.Description of each item:ArcMap Data: This folder contains two subfolders: Features and Units. Each folder contains ArcMap 10.8 shapefiles and data that must be linked with the UtopiaPlanitia_22N26N_108E112E_GeomorphologicMap.mxd map file.Concentric Graben Thickness Estimates Data.txt: This file contains all measurements used in the calculations of material cover thicknesses for concentric grabens in the associated publication for this dataset.Figures: These figures are those in the publication for this dataset, in .jpg format.List of Basemap Images.txt: This file is a list of the publicly available images used as basemap images in mapping.UtopiaPlanitia_22N26N_108E112E_GeomorphologicMap.mxd: This is the ArcMap 10.8 map file. It needs to be linked with the ArcMap Data folder to access the mapped feature classes. It also needs to be linked with image files, if any listed in "List of Basemap Images.txt" (downloaded separately).<i>For inquiries regarding the contents of this dataset, please contact the Corresponding Author listed in the README.txt file. Administrative inquiries (e.g., removal requests, trouble downloading, etc.) can be directed to data-management@arizona.edu</i><br>
DOI: 10.25422/azu.data.14707311.v1
title: Data for "A Preliminary Regional Geologic Map in Utopia Planitia of the Tianwen-1 Zhurong Landing Region"

description: Data for "A Preliminary Regional Geomorphologic Map in Utopia Planitia of the Tianwen-1 Zhurong Landing Region" is a collection of the files used in the associated publication for this dataset. This presents the dataset used for developing an initial geomorphologic map of the landing region of the Zhurong rover from the Tianwen-1 spacecraft.Description of each item:ArcMap Data: This folder contains two subfolders: Features and Units. Each folder contains ArcMap 10.8 shapefiles and data that must be linked with the UtopiaPlanitia_22N26N_108E112E_GeomorphologicMap.mxd map file.Concentric Graben Thickness Estimates Data.txt: This file contains all measurements used in the calculations of material cover thicknesses for concentric grabens in the associated publication for this dataset.Figures: These figures are those in the publication for this dataset, in .jpg format.List of Basemap Images.txt: This file is a list of the publicly available images used as basemap images in mapping.UtopiaPlanitia_22N26N_108E112E_GeomorphologicMap.mxd: This is the ArcMap 10.8 map file. It needs to be linked with the ArcMap Data folder to access the mapped feature classes. It also needs to be linked with image files, if any listed in "List of Basemap Images.txt" (downloaded separately).<i>For inquiries regarding the contents of this dataset, please contact the Corresponding Author listed in the README.txt file. Administrative inquiries (e.g., removal requests, trouble downloading, etc.) can be directed to data-management@arizona.edu</i><br>
DOI: 10.17632/4rfyzwpzsc.1
title: Manuscript "Hybrid roof frame assembly"

description: Exemplary datasets for the publication entitled "Co -bonding of CFRP/galvanised steel hybrids with laser structured interfaces - Concept study of an automotive roof header assembly"
DOI: 10.25502/ny2b-gm03/d
title: Interactions between the African weaver ant Oecophylla longinoda, the invasive fruit fly Bactrocera dorsalis and the egg-larval parasitoid Fopius arisanus in laboratory conditions, Benin, West Africa

description: The project aims to understand the interactions between the weaver ant Oecophylla longinoda (predator) and the wasp Fopius arisanus (parasitoid) two natural enemies of the tephritid fruit fly Bactrocera dorsalis and the impact of their simultaneous presence on the success of the biological control against this redoubtable insect pest infesting mango and other tree crops in Benin.
DOI: 10.5281/zenodo.5500289
title: Novel mitochondrial gene rearrangements pattern in the millipede Polydesmus sp. GZCS-2019 and phylogenetic analysis of the Myriapoda

description: Novel mitochondrial gene rearrangements pattern in the millipede <em>Polydesmus</em> sp. GZCS-2019 and phylogenetic analysis of the Myriapoda-Supplementary Materials
DOI: 10.5281/zenodo.5500288
title: Novel mitochondrial gene rearrangements pattern in the millipede Polydesmus sp. GZCS-2019 and phylogenetic analysis of the Myriapoda

description: Novel mitochondrial gene rearrangements pattern in the millipede <em>Polydesmus</em> sp. GZCS-2019 and phylogenetic analysis of the Myriapoda-Supplementary Materials
DOI: 10.5281/zenodo.5045066
title: Automatic translation and multilingual cultural heritage retrieval: a case study with transcriptions in Europeana (dataset)

description: The dataset contains all the data required to reproduce the experiments done in the paper "Automatic translation and multilingual cultural heritage retrieval: a case study with transcriptions in Europeana", published in the 25th International Conference on Theory and Practice of Digital Libraries (TPDL'21). In that work we run an experiment using the Europeana CH digital library as a use case, and we evaluated the effectiveness of a multilingual information retrieval strategy using machine translations to English as pivot language. We used the CEF translation service (eTranslation) for the translation of queries and content to English (https://ec.europa.eu/cefdigital/wiki/display/CEFDIGITAL/eTranslation). The dataset is also available at https://rnd-2.eanadev.org/share/crosslingual-search/, and it is organized in four main folders: <strong>queries</strong>: sample of 68 queries and their translations to English. The queries were issued in languages other than English from the Europeana Portal, using the Europeana’s 1914-1918 thematic collection, between January and August 2019. <strong>transcriptions</strong>: sample of 18,257 handwriting transcriptions and its translations to English. The transcriptions are taken from the Europeana 1914-1918 thematic collection, and obtained from the Transcribathon crowdsourcing platform (https://europeana.transcribathon.eu/). <strong>solr_configuration</strong>: Apache Solr search engine configuration used in the experiments (which replicates the one used in Europeana). <strong>results</strong>: manual evaluation of the query translations, and automatic evaluation of the multilingual retrieval.
DOI: 10.5281/zenodo.5045065
title: Automatic translation and multilingual cultural heritage retrieval: a case study with transcriptions in Europeana (dataset)

description: The dataset contains all the data required to reproduce the experiments done in the paper "Automatic translation and multilingual cultural heritage retrieval: a case study with transcriptions in Europeana", published in the 25th International Conference on Theory and Practice of Digital Libraries (TPDL'21). In that work we run an experiment using the Europeana CH digital library as a use case, and we evaluated the effectiveness of a multilingual information retrieval strategy using machine translations to English as pivot language. We used the CEF translation service (eTranslation) for the translation of queries and content to English (https://ec.europa.eu/cefdigital/wiki/display/CEFDIGITAL/eTranslation). The dataset is also available at https://rnd-2.eanadev.org/share/crosslingual-search/, and it is organized in four main folders: <strong>queries</strong>: sample of 68 queries and their translations to English. The queries were issued in languages other than English from the Europeana Portal, using the Europeana’s 1914-1918 thematic collection, between January and August 2019. <strong>transcriptions</strong>: sample of 18,257 handwriting transcriptions and its translations to English. The transcriptions are taken from the Europeana 1914-1918 thematic collection, and obtained from the Transcribathon crowdsourcing platform (https://europeana.transcribathon.eu/). <strong>solr_configuration</strong>: Apache Solr search engine configuration used in the experiments (which replicates the one used in Europeana). <strong>results</strong>: manual evaluation of the query translations, and automatic evaluation of the multilingual retrieval.
DOI: 10.14272/kqbxwzpqdcvags-qurgraslsa-n.2
title: N-[(E)-[4-(aminomethyl)-2-[(4-methylphenyl)methyl]pyrazol-3-yl]diazenyl]-N-propan-2-ylpropan-2-amine
title: InChI=1S/C18H28N6/c1-13(2)24(14(3)4)22-21-18-17(10-19)11-20-23(18)12-16-8-6-15(5)7-9-16/h6-9,11,13-14H,10,12,19H2,1-5H3/b22-21+

description: This dataset contains experimental data from a sample (N-[(E)-[4-(aminomethyl)-2-[(4-methylphenyl)methyl]pyrazol-3-yl]diazenyl]-N-propan-2-ylpropan-2-amine, InChI=1S/C18H28N6/c1-13(2)24(14(3)4)22-21-18-17(10-19)11-20-23(18)12-16-8-6-15(5)7-9-16/h6-9,11,13-14H,10,12,19H2,1-5H3/b22-21+). The datasets from the following experiments are available: 1H nuclear magnetic resonance spectroscopy (1H NMR)
DOI: 10.14272/kqbxwzpqdcvags-qurgraslsa-n/chmo0000593
title: 1H nuclear magnetic resonance spectroscopy (1H NMR) (N-[(E)-[4-(aminomethyl)-2-[(4-methylphenyl)methyl]pyrazol-3-yl]diazenyl]-N-propan-2-ylpropan-2-amine)
title: InChI=1S/C18H28N6/c1-13(2)24(14(3)4)22-21-18-17(10-19)11-20-23(18)12-16-8-6-15(5)7-9-16/h6-9,11,13-14H,10,12,19H2,1-5H3/b22-21+

description: dataset for 1H nuclear magnetic resonance spectroscopy (1H NMR) 1H NMR (400 MHz, Chloroform-d [7.27 ppm], ppm) δ = 7.20–7.18 (m, 2H), 7.14–7.12 (m, 3H), 5.44 (s, 1H), 5.16 (s, 2H), 3.98 (s, 1H), 3.73 (s, 2H), 2.32 (s, 3H), 2.03 (s, 2H), 1.35 (bs, 6H), 1.22 (bs, 6H).
DOI: 10.5517/ccdc.csd.cc25ytfd
title: CCDC 2024654: Experimental Crystal Structure Determination

description: Related Article: J. Rolando Aguilar-Calderón, Dominik Fehn, Dieter Sorsche, Matthias Miehlich, Patrick J. Carroll, Ethan Zars, Karsten Meyer, Daniel J. Mindiola|2021|Inorg.Chem.|60|13091|doi:10.1021/acs.inorgchem.1c01509
DOI: 10.18430/m37nh4
title: X-ray diffraction data for the co-Crystal Structure of Akt1 in Complex with Covalent-Allosteric Akt Inhibitor 3 (7NH4)
DOI: 10.18430/m37nh5
title: X-ray diffraction data for the co-Crystal Structure of Akt1 in Complex with Covalent-Allosteric Akt Inhibitor 6 (7NH5)
DOI: 10.5517/ccdc.csd.cc27t418
title: CCDC 2079729: Experimental Crystal Structure Determination

description: Related Article: Shigehisa Akine, Masato Miyashita, Tatsuya Nabeshima|2021|Inorg.Chem.|60|12961|doi:10.1021/acs.inorgchem.1c01376
DOI: 10.5517/ccdc.csd.cc280qbc
title: CCDC 2086062: Experimental Crystal Structure Determination

description: Related Article: Ricardo Molina Betancourt, Phannarath Phansavath, Virginie Ratovelomanana-Vidal|2021|J.Org.Chem.|86|12054|doi:10.1021/acs.joc.1c01415
DOI: 10.25375/uct.14609838
title: Finding rare species and estimating the probability that all occupied sites have been found : Dataset

description: Data set and R code accompanying the publication "Finding rare species and estimating the probability that all occupied sites have been found" by Francois S Becker, Jasper A. Slingsby, John Measey, Krystal A. Tolley1, and Res<br>Altwegg published in Ecological Applications.<br>
DOI: 10.25375/uct.14609838.v1
title: Finding rare species and estimating the probability that all occupied sites have been found : Dataset

description: Data set and R code accompanying the publication "Finding rare species and estimating the probability that all occupied sites have been found" by Francois S Becker, Jasper A. Slingsby, John Measey, Krystal A. Tolley1, and Res<br>Altwegg published in Ecological Applications.<br>
DOI: 10.5281/zenodo.5495258
title: Dataset of EPR-monitored-redox potentiometries performed with distinct CrFdx isoforms and variants

description: The zip-folder contains the raw EPR data and data necessary for construction of the Nernst fits that appear in: Melanie Heghmanns, Alexander Günzel, Dörte Brandis, Yury Kutin, Vera Engelbrecht, Martin Winkler, Thomas Happe, Müge Kasanmascheff, "Fine-tuning of FeS Proteins Monitored via Pulsed EPR Redox Potentiometry at Q-band", Biophysical Reports, 2021, https://doi.org/10.1016/j.bpr.2021.100016. A brief explanation of the files and samples can be found in “Readme.docx”. <br> The relevant data obtained are compiled in “Summary_data.xlsx”. <br> Other experimental details can be found in the paper.
DOI: 10.5281/zenodo.5495257
title: Dataset of EPR-monitored-redox potentiometries performed with distinct CrFdx isoforms and variants

description: The zip-folder contains the raw EPR data and data necessary for construction of the Nernst fits that appear in: Melanie Heghmanns, Alexander Günzel, Dörte Brandis, Yury Kutin, Vera Engelbrecht, Martin Winkler, Thomas Happe, Müge Kasanmascheff, "Fine-tuning of FeS Proteins Monitored via Pulsed EPR Redox Potentiometry at Q-band", Biophysical Reports, 2021, https://doi.org/10.1016/j.bpr.2021.100016. A brief explanation of the files and samples can be found in “Readme.docx”. <br> The relevant data obtained are compiled in “Summary_data.xlsx”. <br> Other experimental details can be found in the paper.
DOI: 10.6084/m9.figshare.7533158.v2
title: 国际金融风险及持币成本的测度附表

description: 覆盖《<b>经济开放与货币需求：</b><b>国际金融风险及持币成本的测度</b>》正文中未报告的结果。
DOI: 10.5281/zenodo.4108608
title: Attitudes, Stressors and Work Outcomes related to the COVID-19 Pandemic among Dental Assistants in Germany: A cross-sectional Study

description: This dataset stems from across-sectional study conducted early April 2020 among n=1481 dental assistants from entire Germany during the peak of the SARS-CoV-2 pandemic. The study questionnaire was distributed online with help of the Association of Medical Professionals on their social media channels. The collected data provides insights into major stressors among dental assistants at the peak of the pandemic in Germany and allows for analysis of possible determinants of major stressors via logistic regression analysis. No funding was obtained for this study. <strong>Dataset information: </strong> File type: SPSS file (.sav) Study type: Cross-sectional study Population: Dental assistants in Germany Study period: April 7th-April 14th, 2020 Number of participants: 1481 Research question: Investigation of attitudes, stressors and work outcomes related to the COVID-19 pandemic among dental assistants in Germany Missing values: None Original variables: v_982, v_1, v_2, v_3, v_5, v_6, v_7, v_10, v_11, v_13, v_14, v_21, v_22, v_23, v_24, v_26, v_27, v_28, v_29, v_31, v_32, v_33, v_40, v_41, v_42, v_43, v_46, v_47, v_48, v_49, v_52, v_57, Beruf_ZFA Modification of variables: All other variables were calculated from the original variables bei either rescaling or dichotomization. Dichotomization of attitudes, stressors and work outcomes: <br> Answer options "Strongly disagree" and "Disagree" were labelled as "no"<br> Answer options "Agree" and "Strongly Agree" were labelled as "yes" Dichotomization of self-rated health:<br> Answer options "Very bad", "Bad" and "Moderate" were labelled as "Bad".<br> Answer options "Good" and "Very good" were labelled as "Good". Rescaling of the variable "Where do you currently work?":<br> Participants who stated "dental practice" as their place of work were labelled as working in a "dental practice". Additionally, all free text answers (v_10 and v_11) were screened and answers "Zahnarztpraxis für Kinder", "Große Zahnarztpraxis" and "Zahnarztpraxis ausschließlich Kinder" were also added to the answer option "dental practice".
description: No funding was obtained for this study.
DOI: 10.5281/zenodo.4108607
title: Attitudes, Stressors and Work Outcomes related to the COVID-19 Pandemic among Dental Assistants in Germany: A cross-sectional Study

description: This dataset stems from across-sectional study conducted early April 2020 among n=1481 dental assistants from entire Germany during the peak of the SARS-CoV-2 pandemic. The study questionnaire was distributed online with help of the Association of Medical Professionals on their social media channels. The collected data provides insights into major stressors among dental assistants at the peak of the pandemic in Germany and allows for analysis of possible determinants of major stressors via logistic regression analysis. No funding was obtained for this study. <strong>Dataset information: </strong> File type: SPSS file (.sav) Study type: Cross-sectional study Population: Dental assistants in Germany Study period: April 7th-April 14th, 2020 Number of participants: 1481 Research question: Investigation of attitudes, stressors and work outcomes related to the COVID-19 pandemic among dental assistants in Germany Missing values: None Original variables: v_982, v_1, v_2, v_3, v_5, v_6, v_7, v_10, v_11, v_13, v_14, v_21, v_22, v_23, v_24, v_26, v_27, v_28, v_29, v_31, v_32, v_33, v_40, v_41, v_42, v_43, v_46, v_47, v_48, v_49, v_52, v_57, Beruf_ZFA Modification of variables: All other variables were calculated from the original variables bei either rescaling or dichotomization. Dichotomization of attitudes, stressors and work outcomes: <br> Answer options "Strongly disagree" and "Disagree" were labelled as "no"<br> Answer options "Agree" and "Strongly Agree" were labelled as "yes" Dichotomization of self-rated health:<br> Answer options "Very bad", "Bad" and "Moderate" were labelled as "Bad".<br> Answer options "Good" and "Very good" were labelled as "Good". Rescaling of the variable "Where do you currently work?":<br> Participants who stated "dental practice" as their place of work were labelled as working in a "dental practice". Additionally, all free text answers (v_10 and v_11) were screened and answers "Zahnarztpraxis für Kinder", "Große Zahnarztpraxis" and "Zahnarztpraxis ausschließlich Kinder" were also added to the answer option "dental practice".
description: No funding was obtained for this study.