cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.16617634.v1
title: Data Set for Dispersed Gunshot CNN

description: Data sets that contains single and multi-modal gunshot spectrograms and their labels (training/validation). The noise file contains spectrograms without any gunshot calls.<br>
DOI: 10.14473/csda/81qumg/zsv0nw
title: OM02_ZBP_vlna1az34.tab

description: Ostatní materiály 02 - Seznam proměnných
DOI: 10.14473/csda/81qumg/f1vd0u
title: OM01_ZBP_vlna1az34.pdf

description: Ostatní materiály 01 - Dokumentace k veřejnému datovému souboru
DOI: 10.14473/csda/81qumg/d8xpcr
title: OM03_ZBP_vlna1az34.sps

description: Ostatní materiály 03 - skript příjem ekvivalizace
DOI: 10.14473/csda/81qumg/5ykkek
title: TI_ZBP_vlna1az34.pdf

description: Technická informace 1. až 34. vlna
DOI: 10.14473/csda/81qumg/sv4dl3
title: zbp_w30_fromWide_FIN.tab

description: Data
DOI: 10.14473/csda/81qumg/wg4ghi
title: D_ZBP_vlna1az34.pdf

description: Dotazník 1. až 34. vlna
DOI: 10.34740/kaggle/dsv/6044787
title: AutoXGB
DOI: 10.14473/csda/lfsbmt/l4m2jz
title: OM03_ZBP_vlna1az34.sps

description: Ostatní materiály 03 - skript příjem ekvivalizace
DOI: 10.14473/csda/lfsbmt/gpty50
title: OM01_ZBP_vlna1az34.pdf

description: Ostatní materiály 01 - Dokumentace k veřejnému datovému souboru
DOI: 10.14473/csda/lfsbmt/mwrd0o
title: D_ZBP_vlna1az34.pdf

description: Dotazník 1. až 34. vlna
DOI: 10.14473/csda/lfsbmt/id2c2d
title: OM02_ZBP_vlna1az34.tab

description: Ostatní materiály 02 - Seznam proměnných
DOI: 10.14473/csda/lfsbmt/4rgiur
title: TI_ZBP_vlna1az34.pdf

description: Technická informace 1. až 34. vlna
DOI: 10.14473/csda/lfsbmt/qycf5v
title: zbp_w31_fromWide_FIN.tab

description: Data
DOI: 10.6084/m9.figshare.22123245
title: The effect of differentiated science module application on the scientific reasoning and scientific process skills of gifted students in a blended learning environment

description: The aim of this study is to examine the effect of the science module which was designed using the problem-based learning method on the basis of the Integrated Curriculum Model and applied in the blended learning environment on the scientific reasoning and scientific process skills of gifted students. The study was carried out with 9 gifted 5th grade students studying in an institution that provides support education for the gifted in Turkey. The case study method was used in the study which lasted 8 weeks. The science module was implemented in a blended learning environment. Qualitative data were obtained through reflective diaries and semi-structured interview form. In addition to the qualitative method, a single group pre-test post-test experimental design was used as a quantitative method, quantitative data were obtained with the ‘Scientific Process Skills Test’ and ‘Lawson Scientific Reasoning Test’ and analyzed with a statistical program. In the research findings, it was observed that there was a significant difference in favour of the post-test in the pre-test and post-test scores. The students stated that they used reasoning in identifying a problem in the activities, thinking about ways to solve the problem, and developing a design for the solution.
DOI: 10.6084/m9.figshare.22123245.v1
title: The effect of differentiated science module application on the scientific reasoning and scientific process skills of gifted students in a blended learning environment

description: The aim of this study is to examine the effect of the science module which was designed using the problem-based learning method on the basis of the Integrated Curriculum Model and applied in the blended learning environment on the scientific reasoning and scientific process skills of gifted students. The study was carried out with 9 gifted 5th grade students studying in an institution that provides support education for the gifted in Turkey. The case study method was used in the study which lasted 8 weeks. The science module was implemented in a blended learning environment. Qualitative data were obtained through reflective diaries and semi-structured interview form. In addition to the qualitative method, a single group pre-test post-test experimental design was used as a quantitative method, quantitative data were obtained with the ‘Scientific Process Skills Test’ and ‘Lawson Scientific Reasoning Test’ and analyzed with a statistical program. In the research findings, it was observed that there was a significant difference in favour of the post-test in the pre-test and post-test scores. The students stated that they used reasoning in identifying a problem in the activities, thinking about ways to solve the problem, and developing a design for the solution.
DOI: 10.25345/c5v698p01
title: MassIVE MSV000092295 - production, composition, and proteomes of Helicobacter pylori outer membrane vesicles
title: OMVs were isolated from H. pylori grown during pH 5.3 conditions with the addition of urea to supplement bacterial growth, or during pH 7.2 conditions with or without the addition of urea. Growth of H. pylori during acidic conditions reduced the quantity and size of OMVs produced. Additionally, acidic growth conditions resulted in the production of OMVs with increased packaging of protein, DNA, and RNA compared to OMVs produced during neutral growth conditions. A global data-independent acquisition proteomic analysis comparing the proteomes of OMVs to their parent bacteria demonstrated significant differences in the enrichment of proteins within bacteria and OMVs, supporting that differing conditions of growth impacts OMV composition. We also identified select and marginal differences in the enrichment of proteins within OMVs produced during different pH growth conditions. Overall, our findings reveal that growth of H. pylori during altered pH growth conditions is a factor that determines OMV proteomes, which may affect their subsequent functions in the host.
DOI: 10.5258/soton/d2689
title: Dataset supporting a publication "Protein-ligand free energies of binding from full-protein DFT calculations: convergence and choice of exchange correlation functional".

description: This Dataset is made in two parts that provide input and output files for the publication: https://doi.org/10.1039/D1CP00206F "Protein-ligand free energies of binding from full-protein DFT calculations: convergence and choice of exchange-correlation functional" . Corresponding author: C.K Skylaris, c.skylaris@soton.ac.uk Explanations of files present in README file in each subdirectory
DOI: 10.14473/csda/ym9zla/su69yk
title: zbp_w32_fromWide_FIN.tab

description: Data
DOI: 10.14473/csda/ym9zla/ckvbl2
title: D_ZBP_vlna1az34.pdf

description: Dotazník 1. až 34. vlna
DOI: 10.14473/csda/ym9zla/wdxb2b
title: OM02_ZBP_vlna1az34.tab

description: Ostatní materiály 02 - Seznam proměnných
DOI: 10.14473/csda/ym9zla/i2f7u5
title: OM03_ZBP_vlna1az34.sps

description: Ostatní materiály 03 - skript příjem ekvivalizace
DOI: 10.14473/csda/ym9zla/sc0hkf
title: OM01_ZBP_vlna1az34.pdf

description: Ostatní materiály 01 - Dokumentace k veřejnému datovému souboru
DOI: 10.14473/csda/ym9zla/zzuos8
title: TI_ZBP_vlna1az34.pdf

description: Technická informace 1. až 34. vlna
DOI: 10.5281/zenodo.8087267
title: Towards a mechanistic description of autoxidation chemistry: from precursors to atmospheric implications (data)

description: The files contain the raw data from simulations of the plots for main manuscript figures 2 & 3. Any data not archived here (mainly ADCHEM simulations) can be provided upon request (contact: lukas.pichelstorfer@helsinki.fi) On the data naming, content and structure: file names are structured as &lt;Facility/experiment type&gt;_&lt;experimental conditions&gt;_&lt;data_content&gt;.dat "..._time.dat": contains all data output times during the simulation [s] "...T.dat": gas phase temperature during the simulation [K] for all output times (columns) "..._DIAMETER.dat" contains the diameters [nm] of all (100) size bins (lines) for each output time (columns); "...SPC_NAMES.dat": contains the chemical species names "...N_bins.dat": particle number concentration [1/m3] for each size bin (lines) and each output time (columns) "...conc.dat": contains the gas-phase concentrations [1/ccm] of chemical species for all output times (number of species * number of times) "mass_spec.dat": contains the particle phase mass ([µg/m3] for all chemical species -&gt; lines) sum over 100 size bins and for all output times (columns) "FlowTube_autoAPRAM_composition.dat": composition C/H/O/N for each autoAPRAM-fw species "FlowTube_autoAPRAM_names.dat": autoAPRAM-fw species
DOI: 10.5281/zenodo.8087266
title: Towards a mechanistic description of autoxidation chemistry: from precursors to atmospheric implications (data)

description: The files contain the raw data from simulations of the plots for main manuscript figures 2 & 3. Any data not archived here (mainly ADCHEM simulations) can be provided upon request (contact: lukas.pichelstorfer@helsinki.fi) On the data naming, content and structure: file names are structured as &lt;Facility/experiment type&gt;_&lt;experimental conditions&gt;_&lt;data_content&gt;.dat "..._time.dat": contains all data output times during the simulation [s] "...T.dat": gas phase temperature during the simulation [K] for all output times (columns) "..._DIAMETER.dat" contains the diameters [nm] of all (100) size bins (lines) for each output time (columns); "...SPC_NAMES.dat": contains the chemical species names "...N_bins.dat": particle number concentration [1/m3] for each size bin (lines) and each output time (columns) "...conc.dat": contains the gas-phase concentrations [1/ccm] of chemical species for all output times (number of species * number of times) "mass_spec.dat": contains the particle phase mass ([µg/m3] for all chemical species -&gt; lines) sum over 100 size bins and for all output times (columns) "FlowTube_autoAPRAM_composition.dat": composition C/H/O/N for each autoAPRAM-fw species "FlowTube_autoAPRAM_names.dat": autoAPRAM-fw species
DOI: 10.14473/csda/c1xkar/krzva6
title: zbp_w33_fromWide_FIN.tab

description: Data
DOI: 10.14473/csda/c1xkar/h8cz93
title: OM02_ZBP_vlna1az34.tab

description: Ostatní materiály 02 - Seznam proměnných Seznam proměnných z 1. až 34. vlny
DOI: 10.14473/csda/c1xkar/fkwlbk
title: D_ZBP_vlna1az34.pdf

description: Dotazník 1. až 34. vlna Spojený dotazník vztahující se k vlně 1 až 34
DOI: 10.14473/csda/c1xkar/pnxorx
title: OM03_ZBP_vlna1az34.sps

description: Ostatní materiály 03 - skript příjem ekvivalizace
DOI: 10.14473/csda/c1xkar/5yfpcy
title: TI_ZBP_vlna1az34.pdf

description: Technická informace 1. až 34. vlna Technická informace vztahující se k vlně 1 až 34
DOI: 10.14473/csda/c1xkar/zzflhn
title: OM01_ZBP_vlna1az34.pdf

description: Ostatní materiály 01 - Dokumentace k veřejnému datovému souboru Dokumentace vztahující se k vlně 1. až 34.
DOI: 10.14473/csda/9vu3st/oau83x
title: TI_ZBP_vlna1az34.pdf

description: Technická informace 1. až 34. vlna
DOI: 10.14473/csda/9vu3st/5gaz7k
title: OM03_ZBP_vlna1az34.sps

description: Ostatní materiály 03 - skript příjem ekvivalizace
DOI: 10.14473/csda/9vu3st/cbpst5
title: OM01_ZBP_vlna1az34.pdf

description: Ostatní materiály 01 - Dokumentace k veřejnému datovému souboru
DOI: 10.14473/csda/9vu3st/nc491w
title: OM02_ZBP_vlna1az34.tab

description: Ostatní materiály 02 - Seznam proměnných
DOI: 10.14473/csda/9vu3st/pyvnme
title: zbp_w34_fromWide_FIN.tab

description: Data
DOI: 10.14473/csda/9vu3st/8dezpc
title: D_ZBP_vlna1az34.pdf

description: Dotazník 1. až 34. vlna
DOI: 10.25345/c5qf8jv7r
title: MassIVE MSV000092296 - 17 Pools containing 508 characterized Natural Products from different sources_Negative mode_30eV
title: Analzyed by Giovanni Andrea Vitale and Christian Geibel from Petras Lab. negative mode CE 30 eV Res MS1= 30K, MS2=15k Fragment= Top 5 ions
DOI: 10.18712/nsd-nsd1697-v2
title: How Accurate and Complete are the Contents of General Practitioners' Electronic Medical Record System? 2000

description: The background for "How Accurate and Complete are the Contents of General Practitioners' Electronic Medical Record System?, 2000" was the improvement potential the data material in electronic pasient journals (EPJs) had, in addition to research on epidemiology and further societal medicine. It was necessary to know more about the extents of the EPJ data, and how this data material could be compiled with what all involved agents knew about the patient. Therefore the project had several objectives: 1) To evaluate the completeness of the data material in EPJs. Was any data missing? 2) Evaluate the correctness of the data material in EPJs. Was the data correct? 3) Describe variations concerning eight frequent diagnosis, between medical offices. 4) Evaluate the practitioner's satisfaction with our feedback and software. 

We could by the use of a program called QTools extract fields from EPJs. To find out how extensive the EPJ was, we counted blank fields. To retrieve information concerning correctness, we used several methods. For example we tied together different EPJ fields, for example diagnosis and medication, to identify each patient with a particular medical condition. Short informal interviews with practitioners and employees gave us more information concerning the data of the practices. The data material in practitioners' EPJs were very extensive, except for some fields (for example smoking, habits and field of work), but to interpret the correctness, a great caution was needed. A large part of the EPJs could be used for quality improvement and research, but one would then have to analyze the data material in close cooperation with the practices.
DOI: 10.18712/nsd-nsd1758-1-v3
title: Value of Time, Safety and Environment in Passenger Transport - Pedestrians and Cyclists, 2007-2010

description: This study is part of "The Norwegian Valuation Study" conducted in 2007-2010 by the Institute of Transport Economics. The purpose was to obtain unit prices on saved travel time and other time components for various segments of travelers. The unit prices is going to be used in economic analyzes of investments and other measures in the transport sector. The study covers long journeys (longer than 200 km one way) with the means of transport vehicle and public transport. Furthermore, covering the time and cycling as the main means of transport (not supply travels) and ferry (as part of a car journey) and express boat.

This data set covers walking and cycling as the main means of transport and focuses on travel time, number of stops at intersections, access to bike paths and separate pathways, the level of cleaning of pathways and bicycle paths and the removal of ice and snow.
DOI: 10.18712/nsd-nsd2296-v3
title: Multiple-Documents Literacy: Understanding, Assessing, and Improving Students' Learning from Conflicting Information Sources, 2010

description: The data set "Multiple-Documents Literacy: Understanding, Assessing, and Improving Students' Learning from Conflicting Information Sources, 2010" is based on a study conducted in 2010 by Ivar Bråten at the Faculty of Educational Sciences, University of Oslo. Multiple-documents literacy refers to the ability to locate, evaluate, and use diverse sources of information for the purpose of constructing and communicating an integrated, meaningful representation of a subject, issue, or situation. In Norway and many other countries, researchers, educators, and policy-makers are concerned that this crucial competency is not adequately developed through schooling. Based on existing theory and research pertaining to multiple-documents literacy, three questions were addressed. First, which learning processes and competencies are involved in the comprehension and integration of multiple documents and how are those processes and competencies interrelated? Second, how can the learning outcomes of multiple-documents literacy be reliably and validly assessed? Third, how can multiple-documents literacy be effectively promoted?
DOI: 10.18712/nsd-nsd2333-v2
title: Faroe Bank Channel Overflow: Dynamics and Mixing, 2013

description: The aim of this project was to investigate the mixing and entrainment of the dense oceanic overflow from the Faroe Bank Channel. A large part of the deep, cold waters in the Nordic Seas flow out through the Faroe Bank Channel and into the North Atlantic as a subsea flow. These currents flow over the thresholds between the Nordic Seas and The North Atlantic and mix with the surrounding water masses, and become an important part of the global ocean circulation and the climate. Since there is a lack of observations and we don't quite understand how the water masses mix, these processes are poorly represented in climate models. The mixing happens at a small scale (0,1-1 m), but are dependent on processes on a larger scale (10 m - 100 km). The connection between what happens at a small and large scale is of great importance, and requires dedicated and complex observation systems as well as process based observations. Expertise and new instrumentation were united in this project to meet these requirements. The goal was, based on observations, to improve the knowledge about the dynamics and mixing in dense deep ocean currents, with a special focus on the Faroe Bank Channel. Detailed measurements of the movements were gathered, from a large scale to the smaller scales where the energy “died out”. The observations were collected from ships and gliders, and from instrumented rigs deployed in the ocean over a whole year. The data set from these rigs are unique in the way that they for the first time provide us with measurements over a cross section that covers width and height of the whole outflow area. This made it possible to make a heat budget over the outflow area, which in turn produced time series of vertical mixing, volume transport and heat content.  Data is available for downloading at www.pangaea.de. 

For further information regarding "Faroe Bank Channel Overflow: Dynamics and Mixing, 2013", please contact the primary investigator.
DOI: 10.6084/m9.figshare.23592024
title: p10dataset.xlsxAssociation Between Ambient particulate matters and semen quality parameters

description: "Exploring the Relationship Between Ambient Particulate Matters and Semen Quality"
DOI: 10.6084/m9.figshare.23592024.v1
title: p10dataset.xlsxAssociation Between Ambient particulate matters and semen quality parameters

description: "Exploring the Relationship Between Ambient Particulate Matters and Semen Quality"
DOI: 10.6084/m9.figshare.23592051
title: p2.5dataset.xlsxAssociation Between Ambient particulate matters and semen quality parameters

description: "Exploring the Relationship Between Ambient Particulate Matters and Semen Quality"
DOI: 10.6084/m9.figshare.23592051.v1
title: p2.5dataset.xlsxAssociation Between Ambient particulate matters and semen quality parameters

description: "Exploring the Relationship Between Ambient Particulate Matters and Semen Quality"
DOI: 10.5281/zenodo.8089520
title: Data from: The role of knowledge in the decision to drink bottled water

description: Bottled water consumption has risen despite its economic and environmental costs. This study assesses the level of knowledge about the impact of bottled water consumption and the extent to which it leads to a reduction in consumption. We analyse a sample of 454 students at the University of Granada, Spain, using Spearman’s correlation and OLS. Results indicate that students have low level of knowledge about the amount of water required to produce bottled water, the energy used to produce it and the water source, and that knowledge of the last two issues is negatively associated with bottled water consumption.
description: The Readme file data-knowledge_and_bottled_water_consumption_README.txt contains information about the dataset.
DOI: 10.5281/zenodo.8089519
title: Data from: The role of knowledge in the decision to drink bottled water

description: Bottled water consumption has risen despite its economic and environmental costs. This study assesses the level of knowledge about the impact of bottled water consumption and the extent to which it leads to a reduction in consumption. We analyse a sample of 454 students at the University of Granada, Spain, using Spearman’s correlation and OLS. Results indicate that students have low level of knowledge about the amount of water required to produce bottled water, the energy used to produce it and the water source, and that knowledge of the last two issues is negatively associated with bottled water consumption.
description: The Readme file data-knowledge_and_bottled_water_consumption_README.txt contains information about the dataset.
DOI: 10.5281/zenodo.8089513
title: Cognitive proximity, business cycles, and the fate of VC-backed startups: evidence from a worldwide 34-year-long dataset

description: To estimate the influence of proximities on VC-backed startups' fate, we extracted data on startups and their VC investors over 34 years between 1980 and 2014. The data were extracted from Dow Jones’ VentureSource data platform. They cover VC deals in sixty-eight countries worldwide. We selected only startups financed by a VC round at least once in their lifetime. They belong to twenty-four industrial sectors (GICS 3-digit). We collected the available information on their financing rounds, investors and investment types, industry segments, and localization. For each startup in the dataset, we obtained information on VC funding rounds (“seed, 1st, 2nd, …, 9th, later, restart”) and on other sources of new funding, such as private equity investments and debt funding. Some of these funding rounds are exit events: acquisitions, mergers, IPOs or SPOs, and court liquidations. When VC investors liquidate their investments, and some new non-VC investors take over, the company is no longer VC-backed; thus, it is no longer tracked in the database. Consequently, the dataset exhibits a duration/survival structure: startups in the cross-sectional dimension but funding or exit event dates instead of calendar dates in the longitudinal dimension. The sample covers 51,969.
DOI: 10.5281/zenodo.8089512
title: Cognitive proximity, business cycles, and the fate of VC-backed startups: evidence from a worldwide 34-year-long dataset

description: To estimate the influence of proximities on VC-backed startups' fate, we extracted data on startups and their VC investors over 34 years between 1980 and 2014. The data were extracted from Dow Jones’ VentureSource data platform. They cover VC deals in sixty-eight countries worldwide. We selected only startups financed by a VC round at least once in their lifetime. They belong to twenty-four industrial sectors (GICS 3-digit). We collected the available information on their financing rounds, investors and investment types, industry segments, and localization. For each startup in the dataset, we obtained information on VC funding rounds (“seed, 1st, 2nd, …, 9th, later, restart”) and on other sources of new funding, such as private equity investments and debt funding. Some of these funding rounds are exit events: acquisitions, mergers, IPOs or SPOs, and court liquidations. When VC investors liquidate their investments, and some new non-VC investors take over, the company is no longer VC-backed; thus, it is no longer tracked in the database. Consequently, the dataset exhibits a duration/survival structure: startups in the cross-sectional dimension but funding or exit event dates instead of calendar dates in the longitudinal dimension. The sample covers 51,969.
DOI: 10.57745/gic7zs
title: rpg_complete_2021_d88.zip

description: :unav
DOI: 10.57745/unxmp2
title: notice_RPG_complété.pdf

description: :unav
DOI: 10.57745/bkbzlj
title: rpg_complete_2021_d57.zip

description: :unav
DOI: 10.57745/sgrndn
title: rpg_complete_2021_d67.zip

description: :unav
DOI: 10.57745/g1vp1s
title: rpg_complete_2021_d68.zip

description: :unav
DOI: 10.57745/9g10kd
title: rpg_complete_2021_d54.zip

description: :unav
DOI: 10.57745/ql5flc
title: rpg_complete_2021_d55.zip

description: :unav
DOI: 10.5281/zenodo.8089457
title: Microscopic View of the iRGD Peptide Binding Mechanism

description: Input and trajectory files used to obtain an atomistic picture of the folding and mechanism of binding of the iRGD peptide to RGD integrin receptors.