cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7554815
title: Bacteremia

description: The data set consists of 14,691 observations from different patients with the clinical suspicion to suffer from bacteremia, for whom a a blood culture analysis was performed at the Vienna General Hospital, Austria, between January 2006 and December 2010. It contains the results of the blood culture analysis for bacteremia and the values of 51 potential predictors of bacteremia. To protect data privacy our version of this data was slightly modified compared to the original version, and this modified version was cleared by the Medical University of Vienna for public use (DC 2019-0054). Details on the meaning of the variables can be found in the data dictionary. The original version of the data set was used by Ratzinger et al (2014) to develop a model for screening bacteremic patients based on highly standardizable laboratory variables. This public version has been used by Gregorich et al (2021).
description: {"references": ["Ratzinger F, Dedeyan M, Rammerstorfer M, Perkmann T, Burgmann H, et al. (2014) A Risk Prediction Model for Screening Bacteremic Patients: A Cross Sectional Study. PLoS ONE 9(9): e106765. doi:10.1371/journal.pone.0106765", "Gregorich, M.; Strohmaier, S.; Dunkler, D.; Heinze, G. Regression with Highly Correlated Predictors: Variable Omission Is Not the Solution. Int. J. Environ. Res. Public Health 2021, 18, 4259. https://doi.org/10.3390/ijerph18084259"]}
DOI: 10.5281/zenodo.7554814
title: Bacteremia

description: The data set consists of 14,691 observations from different patients with the clinical suspicion to suffer from bacteremia, for whom a a blood culture analysis was performed at the Vienna General Hospital, Austria, between January 2006 and December 2010. It contains the results of the blood culture analysis for bacteremia and the values of 51 potential predictors of bacteremia. To protect data privacy our version of this data was slightly modified compared to the original version, and this modified version was cleared by the Medical University of Vienna for public use (DC 2019-0054). Details on the meaning of the variables can be found in the data dictionary. The original version of the data set was used by Ratzinger et al (2014) to develop a model for screening bacteremic patients based on highly standardizable laboratory variables. This public version has been used by Gregorich et al (2021).
description: {"references": ["Ratzinger F, Dedeyan M, Rammerstorfer M, Perkmann T, Burgmann H, et al. (2014) A Risk Prediction Model for Screening Bacteremic Patients: A Cross Sectional Study. PLoS ONE 9(9): e106765. doi:10.1371/journal.pone.0106765", "Gregorich, M.; Strohmaier, S.; Dunkler, D.; Heinze, G. Regression with Highly Correlated Predictors: Variable Omission Is Not the Solution. Int. J. Environ. Res. Public Health 2021, 18, 4259. https://doi.org/10.3390/ijerph18084259"]}
DOI: 10.5281/zenodo.7554858
title: clariallabes_melas_spades_01.fasta.gz

description: .
DOI: 10.5281/zenodo.7554857
title: clariallabes_melas_spades_01.fasta.gz

description: .
DOI: 10.34740/kaggle/dsv/4877582
title: Watson dataset
DOI: 10.34740/kaggle/dsv/4877593
title: Egypt Gold Prices | Daily Updated
DOI: 10.5281/zenodo.7554865
title: Cost Model for Electric and Adiabatic Humidification

description: These models have been developed during the bachelor thesis "Analysis of Decentralised Air Humidification Systems for the UMCG" for the University of Groningen
DOI: 10.5281/zenodo.7554864
title: Cost Model for Electric and Adiabatic Humidification

description: These models have been developed during the bachelor thesis "Analysis of Decentralised Air Humidification Systems for the UMCG" for the University of Groningen
DOI: 10.6084/m9.figshare.21931731
title: survey supplementary information.docx

description: Survey supplementry data
DOI: 10.5066/p9lj8rnn
title: Stream temperature data for sites in the Potomac River headwaters during 2022

description: This Data Release contains stream temperature data for 12 sites within the headwaters of the Potomac River basin. Data were collected between June 1-August 31, 2022 (92 days) at 30-minute increments. We collected data using Onset ProV2 gages in perforated PVC cases mounted to stream substrates with rebar. This work was funded by the USGS Priority Ecosystem Science program for the Chesapeake Bay.
DOI: 10.15131/shef.data.21842718.v1
title: Tribochemical Nanolithography: Selective Mechanochemical Removal of Photocleavable Nitrophenyl Protecting Groups with 23 nm Resolution at Speeds of up to 1 mm s­¬–1

description: Data for this paper, including AFM images and spreadsheets used to generate graphs and line sections in Figures 1-4, 6 and 7. Information on the calculations leading to Figure 5 in the paper is provided in the electronic Supplementary Information file available from the publisher's web site.
DOI: 10.15131/shef.data.21842718
title: Tribochemical Nanolithography: Selective Mechanochemical Removal of Photocleavable Nitrophenyl Protecting Groups with 23 nm Resolution at Speeds of up to 1 mm s­¬–1

description: Data for this paper, including AFM images and spreadsheets used to generate graphs and line sections in Figures 1-4, 6 and 7. Information on the calculations leading to Figure 5 in the paper is provided in the electronic Supplementary Information file available from the publisher's web site.
DOI: 10.5281/zenodo.7554905
title: clarias_laeviceps_spades_01.fasta.gz

description: .
DOI: 10.5281/zenodo.7554904
title: clarias_laeviceps_spades_01.fasta.gz

description: .
DOI: 10.5525/gla.researchdata.1389
title: Disabled women’s relationship experiences in Georgia

description: These are 30 interview transcripts in Georgian with disabled women. Interviews were about relationship experiences of women with physical impairments. The fieldwork was conducted for the PhD thesis.
DOI: 10.17632/v2wr7grbbg.1
title: Novel domestic building energy consumption dataset: 1D timeseries and 2D Gramian Angular Fields representation

description: This dataset, collected in 2022 in a domestic household in the UK, provides appliance-level power consumption data and ambient environmental conditions as a timeseries and as a collection of 2D images created using Gramian Angular Fields (GAF). The importance of the dataset lies in (a) providing the research community with a dataset that combines appliance-level data coupled with important contextual information for the surrounding environment; (b) presents energy data summaries as 2D images to help obtain novel insights from the data using data visualization and Machine Learning (ML). The methodology involves installing smart plugs to a number of domestic appliances, environmental and occupancy sensors, and connecting the plus and the sensors to a High-Performance Edge Computing (HPEC) system to privately store, pre-process, and post-process data. The heterogenous data include several parameters, including power consumption (W), voltage (V), current (A), ambient indoor temperature (C), relative indoor humidity (RH%), and occupancy (binary). This dataset is valuable for energy efficiency researchers, electrical engineers, and computer scientists to develop, validate, and deploy and computer vision and data-driven energy efficiency systems.
DOI: 10.17632/v2wr7grbbg.2
title: Novel domestic building energy consumption dataset: 1D timeseries and 2D Gramian Angular Fields representation

description: This dataset, collected in 2022 in a domestic household in the UK, provides appliance-level power consumption data and ambient environmental conditions as a timeseries and as a collection of 2D images created using Gramian Angular Fields (GAF). The importance of the dataset lies in (a) providing the research community with a dataset that combines appliance-level data coupled with important contextual information for the surrounding environment; (b) presents energy data summaries as 2D images to help obtain novel insights from the data using data visualization and Machine Learning (ML). The methodology involves installing smart plugs to a number of domestic appliances, environmental and occupancy sensors, and connecting the plus and the sensors to a High-Performance Edge Computing (HPEC) system to privately store, pre-process, and post-process data. The heterogenous data include several parameters, including power consumption (W), voltage (V), current (A), ambient indoor temperature (°C), relative indoor humidity (RH%), and occupancy (binary). The dataset also includes outdoor weather conditions  based on data from MET Norway including temperature (°C), outdoor humidity (RH%), barometric pressure (hPA), wind bearing (deg), and windspeed (m/s). This dataset is valuable for energy efficiency researchers, electrical engineers, and computer scientists to develop, validate, and deploy and computer vision and data-driven energy efficiency systems.
DOI: 10.17632/5fcvrbvnh2.1
title: 2023-Lanza et al. TMS sex differences

description: Sex differences in vascular cognitive impairment (VCI) at risk for future dementia are still debatable. Transcranial magnetic stimulation (TMS) is used to evaluate cortical excitability and the underlying transmission pathways, although a direct comparison between males and females with mild VCI is lacking. 
Sixty patients (33 females) underwent clinical, psychopathological, functional, and TMS assessment. Measures of interest consisted of: resting motor threshold, latency of motor evoked potentials (MEPs), contralateral silent period, amplitude ratio, central motor conduction time (CMCT), including the F wave technique (CMCT-F), short-interval intracortical inhibition (SICI), intracortical facilitation, and short-latency afferent inhibition, at different interstimulus intervals (ISIs).
Males and females were comparable for age, education, vascular burden, and neuropsychiatric symptoms. Males scored worse at global cognitive tests, executive functioning, and independence scales. MEP latency was significantly longer in males, from both sides, as well CMCT and CMCT-F from left hemisphere; a lower SICI at ISI of 3 ms from right hemisphere was also found. After correction for demographic and anthropometric features, the effect of sex remained statistically significant for MEP latency, bilaterally, and for CMCT-F and SICI. Diabetes, MEP latency bilaterally, and both CMCT and CMCT-F from right hemisphere inversely correlated with executive functioning, whereas TMS did not correlate with vascular burden. 
We confirm the worse cognitive profile and functional status of males with mild VCI compared to females and first highlight sex-specific changes in intracortical and cortico-spinal excitability to multimodal TMS in this population. This points to some TMS measures as potential markers of cognitive impairment, as well as targets for new drugs and neuromodulation therapies.
DOI: 10.17632/v46m6y2d42.1
title: Input and result datasets and code related to "Mannhardt et al. (2022): Overcoming the energy crisis in Europe: Collaborative and selfish mitigation strategies of the gas shortage" (submitted)

description: Datasets and raw results and code for the submitted article:

"Overcoming the energy crisis in Europe: Collaborative and selfish mitigation strategies of the gas shortage" 

by Jacob Mannhardt, Paolo Gabrielli, Giovanni Sansavini (sansavig@ethz.ch)
Reliability and Risk Engineering Lab, Institute of Energy and Process Engineering, ETH Zurich

All rights lie with the authors. Refer to the README.txt for a description of the datasets and their usage in the article.

The results were generated using a larger multipurpose optimization framework, which is not yet published. The shared code is only meant to ensure reproducibility but no support with the code will be offered until the framework is published.
DOI: 10.17632/ggbv3nshws.1
title: molecular dynamic simulation of CRBP-atREA complexes (wild-type, Q108R)

description: Original data for paper publication in the Journal of Molecular Graphics and Modelling
DOI: 10.17632/52wmxt65n6.1
title: Dataset on "Exploring the antecedents of supply chain viability in a pandemic context: An empirical study on the commercial flower supply chain of an emerging economy"

description: This supplemental data was collected from the small and medium size firms in Bangladesh. This dataset helped the researcher conduct the journal article titled "Exploring the antecedents of supply chain viability in a pandemic context: An empirical study on the commercial flower supply chain of an emerging economy" published in 'Sustainability' journal from MDPI.
DOI: 10.6084/m9.figshare.21931089.v1
title: Landsat 8 scene of the Momotombo volcano eruption of December 2015

description: Selected Landsat 8 scenes (only bands 2-7 and 10) of the December 2015 eruption of the Momotombo volcano, Nicaragua. The scene was downloaded from USGS Earth Explorer. Original data are in the public domain and are redistributed here in accordance with the Landsat Data Distribution Policy.
DOI: 10.6084/m9.figshare.20375850.v5
title: Dataset Distinct impacts of food restriction and warming on growth, reproduction and survival

description: This file contains the data and scripts used in the article "Distinct impacts of food restriction and warming on growth, reproduction and survival". Growth, fecundity and survival data are available in df_growth.csv, df_fecundity.csv and df_survival.csv. In these files, "age" is the age of the fish, "temp" is the rearing temperature (20 °C or 30 °C), "food" is the feeding modality (ad libitum ad or restriction res), "condition" is the combination of temperature and resource modalities, "length_mm" is the fish size, fecundity is the number of eggs and "event" is the survival modality (1 = dead, 0 = alive). The scripts 01_growth.R, 02_fecundity and 03_survival.R analyze the growth, fecundity and survival curves. The 01_growth.R script uses the model written in bayesian_model.txt.
DOI: 10.6084/m9.figshare.21345660.v5
title: Reservoir and FPV data in EU27 from the paper: Benefits of Pairing Floating Solar Photovoltaic with Hydropower Reservoirs in Europe (National and Regional Level).

description: Detailed geoloacted data used to estimate the Floating Photovoltaic energy output if FPV systems would be installed in operational hydropower reservoirs in EU27. The reduction of evaporation in specific reservoirs selected for four different scenarios of area coverage. For each scenario we evaluated electricity production, water savings for two alterate floating structures. <br> <strong>Benefits of Pairing Floating Solar Photovoltaic with Hydropower Reservoirs in Europe (National and Regional Level</strong>). Available at: https://doi.org/10.1016/j.rser.2022.112989 Written by Kakoulaki, Georgia and Gonzalez-Sanchez, Rocio and Gracia Amillo, Ana and Szabó, Sándor and De Felice, Matteo and Farinosi, Fabio and De Felice, Luca and Bisselink, Berny and Seliger, Roman and Kougias, Ioannis and Jäger-Waldau, Arnulf,
DOI: 10.12751/g-node.l7xbnd
title: Pop-in: the inversion of pop-out for a feature dimension during visual search in area V4 of the monkey cortex.

description: This data-set contains all data and code for the paper 'Pop-in: the inversion of pop-out for a feature dimension during visual search in area V4 of the monkey cortex.'
description: IsSupplementTo: P.C. Klink, R.R.M. Teeuwen, J.A.M. Lorteije, & P.R. Roelfsema (2022). Pop-in: the inversion of pop-out for a feature dimension during visual search in area V4 of the monkey cortex. bioRxiv. (https://doi.org/10.1101/2022.06.23.497353)
DOI: 10.5281/zenodo.7443343
title: Plazi Treatments XML Archive hash://sha256/3cfd60b8b19e76d208377537835de92efdb5b945a6a71765b74ed2fe22298b42 hash://md5/594923284e3eb9965b8cbad149c76cd0f

description: Plazi is an association supporting and promoting the development of persistent and openly accessible digital taxonomic literature. To this end Plazi will: Maintain a digital taxonomic literature repository to enable archiving of taxonomic treatments. Enhance submitted taxonomic treatments by creating TaxonX and Taxpub XML versions. Participate in the development of new models for publishing taxonomic treatments in order to maximize interoperability with other relevant cyberinfrastructure components (e.g., name servers, biodiversity resources, etc...) Advocate and educate about the vital importance of maintaining free and open access to scientific discourse and data This publication contains a snapshot of the XML data associated with over 300,000 taxonomic literature indexed by Plazi accessed via https://github.com/plazi/treatments-xml/archive/master.zip on 2022-12-14T15 using Preston, a biodiversity dataset tracker. clone this repository using: preston clone https://zenodo.org/record/7443343/files preston history<br> &lt;urn:uuid:0659a54f-b713-4f86-a917-5be166a14110&gt; &lt;http://purl.org/pav/hasVersion&gt; &lt;hash://sha256/3cfd60b8b19e76d208377537835de92efdb5b945a6a71765b74ed2fe22298b42&gt; . preston alias<br> &lt;https://github.com/plazi/treatments-xml/archive/master.zip&gt; &lt;http://purl.org/pav/hasVersion&gt; &lt;hash://sha256/56caf9620cd58df6fb517dfb7cd01e2e81e54a41eef2f562c5eddfbd70ba6197&gt; &lt;urn:uuid:a7aaf0f3-567e-4dd7-9ec7-e24cbb33516c&gt; .
DOI: 10.5281/zenodo.7555072
title: parauchenoglanis_pantherinus_spades_01.fasta.gz

description: .
DOI: 10.5281/zenodo.7555071
title: parauchenoglanis_pantherinus_spades_01.fasta.gz

description: .
DOI: 10.5517/ccdc.csd.cc229c4x
title: CCDC 1915618: Experimental Crystal Structure Determination

description: Related Article: Xiao-Gang Chen, Yao-Zu Zhang, Dong-Sheng Sun, Ji-Xing Gao, Xiu-Ni Hua, Wei-Qiang Liao|2019|Dalton Trans.|48|11292|doi:10.1039/C9DT02045D
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.cc2bwc9x
title: CCDC 2171249: Experimental Crystal Structure Determination

description: Related Article: Min-Sung Ko, Jung-Ho Hong, Adil S. Aslam, Yoon Hee Lee, Dong-Gyu Cho|2022|J.Org.Chem.|88|722|doi:10.1021/acs.joc.2c02232
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.cc2bwr33
title: CCDC 2171615: Experimental Crystal Structure Determination

description: Related Article: Linqing Wang, Feiyun Gao, Xiaoyong Zhang, Tianyu Peng, Yingfan Xu, Rui Wang, Dongxu Yang|2022|J.Am.Chem.Soc.|145|610|doi:10.1021/jacs.2c11284
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.cc2bxbrc
title: CCDC 2172193: Experimental Crystal Structure Determination

description: Related Article: Min-Sung Ko, Jung-Ho Hong, Adil S. Aslam, Yoon Hee Lee, Dong-Gyu Cho|2022|J.Org.Chem.|88|722|doi:10.1021/acs.joc.2c02232
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.cc2c29d5
title: CCDC 2176956: Experimental Crystal Structure Determination

description: Related Article: Matteo Lanzi, Torben Rogge, Tan Sang Truong, K. N. Houk, Joanna Wencel-Delord|2022|J.Am.Chem.Soc.|145|345|doi:10.1021/jacs.2c10090
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.cc2c29f6
title: CCDC 2176957: Experimental Crystal Structure Determination

description: Related Article: Matteo Lanzi, Torben Rogge, Tan Sang Truong, K. N. Houk, Joanna Wencel-Delord|2022|J.Am.Chem.Soc.|145|345|doi:10.1021/jacs.2c10090
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.cc2c29g7
title: CCDC 2176958: Experimental Crystal Structure Determination

description: Related Article: Matteo Lanzi, Torben Rogge, Tan Sang Truong, K. N. Houk, Joanna Wencel-Delord|2022|J.Am.Chem.Soc.|145|345|doi:10.1021/jacs.2c10090
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.cc2c29h8
title: CCDC 2176959: Experimental Crystal Structure Determination

description: Related Article: Matteo Lanzi, Torben Rogge, Tan Sang Truong, K. N. Houk, Joanna Wencel-Delord|2022|J.Am.Chem.Soc.|145|345|doi:10.1021/jacs.2c10090
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.cc2c38d5
title: CCDC 2177886: Experimental Crystal Structure Determination

description: Related Article: Jun-Xiang Zhang, Ming-Wei Liu, Wan-Yu Wang, Rui-Lin Jia, Man-Qing Yan, Jun Xuan, Fei Li|2022|J.Org.Chem.|88|116|doi:10.1021/acs.joc.2c01912
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.cc2c38sk
title: CCDC 2177898: Experimental Crystal Structure Determination

description: Related Article: Jun-Xiang Zhang, Ming-Wei Liu, Wan-Yu Wang, Rui-Lin Jia, Man-Qing Yan, Jun Xuan, Fei Li|2022|J.Org.Chem.|88|116|doi:10.1021/acs.joc.2c01912
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.