cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.4121/16896406
title: Papyrus - A large scale curated dataset aimed at bioactivity predictions

description: This repository contains the Papyrus dataset, an aggregated dataset of small molecule bioactivities, as described in the manuscript "Papyrus - A large scale curated dataset aimed at bioactivity predictions" (Work in Progress).With the recent rapid growth of publicly available ligand-protein bioactivity data, there is a trove of viable data that can be used to train machine learning algorithms. However, not all data is equal in terms of size and quality, and a significant portion of researcher’s time is needed to adapt the data to their needs. On top of that, finding the right data for a research question can often be a challenge on its own. As an answer to that, we have constructed the Papyrus dataset, comprised of around 60 million datapoints. This dataset contains multiple large publicly available datasets such as ChEMBL and ExCAPE-DB combined with smaller datasets containing high quality data. This aggregated data has been standardised and normalised in a manner that is suitable for machine learning. We show how data can be filtered in a variety of ways, and also perform some rudimentary quantitative structure-activity relationship and proteochemometrics modeling. Our ambition is to create a benchmark set that can be used for constructing predictive models, while also providing a solid baseline for related research.
DOI: 10.4121/18133973
title: Amplitude and Temporal Dynamics of Motion Sickness Dataset

description: The relationship between the amplitude of motion and the accumulation of motion sickness in time is unclear. Here, we investigated this relationship at the individual and group level. 17 participants were exposed to four oscillatory motion stimuli, in four separate sessions, separated by at least one week to prevent habituation. Motion amplitude was varied between sessions at either 1, 1.5, 2 or 2.5 ms<sup>-2</sup>. Time evolution was evaluated within sessions applying: an initial motion phase for up to 60 minutes, a 10-minute rest, a second motion phase up to 30 minutes to quantify hypersensitivity and lastly, a 5-minute rest. <br><br>Experiment data includes MISC, MSSQ, magnitude estimates of discomfort and Verbal Quantifiers along with the ages and biological genders of the participants. the structure of the data can be found in the README.txt file. The method of data collection and type of data can be found in the linked journal paper(DOI: 10.3389/fnsys.2022.866503)<br>
DOI: 10.4121/15104343.v1
title: Data underlying the publication: The importance of marshes providing soil stabilization to resist fast-flow erosion in case of a dike breach

description: This dataset contains the data obtained and utilized for the manuscript: The importance of marshes providing soil stabilization to resist fast-flow erosion in case of a dike breach. The aim was to quantify the topsoil erosion resistance from marshes and bare tidal flats with different soil types to understand the extent to which they can help reduce breach depth in case of a dike breach during a storm. Intact soil samples were collected from eleven locations in the Netherlands at different tidal elevations and then exposed for three hours to 2.3 m s-1 currents in a flow flume. The topsoil erosion was measured for each sample. The dataset includes 1) a file with the belowground vegetation properties, sediment properties and erosion values for each soil sample; 2) a file with soil stability data from artificial cracks made in some of the samples at the end of the topsoil erosion experiment; and 3) the code for the data analysis in R.<br>
DOI: 10.4121/15104343
title: Data underlying the publication: The importance of marshes providing soil stabilization to resist fast-flow erosion in case of a dike breach

description: This dataset contains the data obtained and utilized for the manuscript: The importance of marshes providing soil stabilization to resist fast-flow erosion in case of a dike breach. The aim was to quantify the topsoil erosion resistance from marshes and bare tidal flats with different soil types to understand the extent to which they can help reduce breach depth in case of a dike breach during a storm. Intact soil samples were collected from eleven locations in the Netherlands at different tidal elevations and then exposed for three hours to 2.3 m s-1 currents in a flow flume. The topsoil erosion was measured for each sample. The dataset includes 1) a file with the belowground vegetation properties, sediment properties and erosion values for each soil sample; 2) a file with soil stability data from artificial cracks made in some of the samples at the end of the topsoil erosion experiment; and 3) the code for the data analysis in R.<br>
DOI: 10.4121/14501130
title: Data underlying the publication: Tensions in transparent urban AI: designing a smart electric vehicle charge point

description: Data and materials used in a study of the diverging conception of transparency by experts and citizens in the context of smart electric vehicle (EV) charging. The data consists of: documents produced during a design project of a transparent smart EV charge point; two versions of a user interface (UI) prototype in PDF format; and transcripts of interviews with design evaluation participants. Using reflective thematic analysis, we generated a number of themes that capture how project team members ("experts") and EV drivers ("citizens") understand and respond to transparency of an urban AI system. These findings are described in a forthcoming publication. Approval was obtained from the university's Human Research Ethics Committee. All participants in this study gave their informed consent to participation and publication.
DOI: 10.4121/14501130.v1
title: Data underlying the publication: Tensions in transparent urban AI: designing a smart electric vehicle charge point

description: Data and materials used in a study of the diverging conception of transparency by experts and citizens in the context of smart electric vehicle (EV) charging. The data consists of: documents produced during a design project of a transparent smart EV charge point; two versions of a user interface (UI) prototype in PDF format; and transcripts of interviews with design evaluation participants. Using reflective thematic analysis, we generated a number of themes that capture how project team members ("experts") and EV drivers ("citizens") understand and respond to transparency of an urban AI system. These findings are described in a forthcoming publication. Approval was obtained from the university's Human Research Ethics Committee. All participants in this study gave their informed consent to participation and publication.
DOI: 10.4121/19390835
title: Data underlying the publication: Long-term infrasonic monitoring of land and marine-terminating glaciers in Greenland

description: Number of infrasonic detections per day for 2004-2021 for four glaciers surrounding Qaanaaq (Greenland). The observations, data processing and interpretation are described in Evers et al., Geophysical Research Letters, 2022.A period of 18 years of infrasonic recordings was analyzed from a microbarometer array (I18DK) in northwestern Greenland, near Qaanaaq. A huge number of infrasonic detections, over 700,000, have been made in I18DKs soundscape during the Arctic summers. Simultaneously identified were both calving events from marine-terminating glaciers and discharge related acoustics from a land-terminating glacier. This infrasonic activity is correlated to sea-surface and atmospheric temperature, respectively. Inter-yearly to daily variations were retrieved showing a strong variability in infrasonic detection rates and hence glacier activity. The highest number of infrasonic detections were found in recent years from the land-terminating glacier. The latter is supported by actual discharge measurements and partly by a discharge model. It is concluded that monitoring infrasound from glaciers can complement other techniques to remotely and passively get insights into glacier dynamics with high temporal and spatial resolution.<br>
DOI: 10.4121/19390835.v1
title: Data underlying the publication: Long-term infrasonic monitoring of land and marine-terminating glaciers in Greenland

description: Number of infrasonic detections per day for 2004-2021 for four glaciers surrounding Qaanaaq (Greenland). The observations, data processing and interpretation are described in Evers et al., Geophysical Research Letters, 2022.A period of 18 years of infrasonic recordings was analyzed from a microbarometer array (I18DK) in northwestern Greenland, near Qaanaaq. A huge number of infrasonic detections, over 700,000, have been made in I18DKs soundscape during the Arctic summers. Simultaneously identified were both calving events from marine-terminating glaciers and discharge related acoustics from a land-terminating glacier. This infrasonic activity is correlated to sea-surface and atmospheric temperature, respectively. Inter-yearly to daily variations were retrieved showing a strong variability in infrasonic detection rates and hence glacier activity. The highest number of infrasonic detections were found in recent years from the land-terminating glacier. The latter is supported by actual discharge measurements and partly by a discharge model. It is concluded that monitoring infrasound from glaciers can complement other techniques to remotely and passively get insights into glacier dynamics with high temporal and spatial resolution.<br>
DOI: 10.5281/zenodo.7035034
title: Risk Classification of contaminates sites in Anderstorp using the German Einzelfallbewertung Altlastenstandorte (EB) method from the Hessian Agency for Nature Conservation, Environment and Geology (HLNUG)

description: This data set includes the documents for risk classifying contaminated sites in Anderstorp, Sweden using the German Einzelfallbewertung Altlastenstandorte (EB) method from the Hessian Agency for Nature Conservation, Environment, and Geology (HLNUG).
DOI: 10.5281/zenodo.7035033
title: Risk Classification of contaminates sites in Anderstorp using the German Einzelfallbewertung Altlastenstandorte (EB) method from the Hessian Agency for Nature Conservation, Environment and Geology (HLNUG)

description: This data set includes the documents for risk classifying contaminated sites in Anderstorp, Sweden using the German Einzelfallbewertung Altlastenstandorte (EB) method from the Hessian Agency for Nature Conservation, Environment, and Geology (HLNUG).
DOI: 10.4121/19448789.v1
title: Workbook with calculations for journal article "An agent-based exploration of the effect of multi-criteria decisions on complex socio-technical heat transitions"

description: A version of this workbook was used to prepare input data for the following publication:<br>"Nava-Guerrero, G.D.C., Hansen, H. H., Korevaar, G., & Lukszo, Z. (2022) An agent-based exploration of the effect of multi-criteria decisions on complex socio-technical heat transitions. Applied Energy, 306(Part B), 118118. https://doi.org/10.1016/j.apenergy.2021.118118."<br>The workbook contains a READ ME tab with a description of the purpose of each tab. Sources of the data and explanation of the original calculations with the NetLogo model and assumptions are described in the publication above (https://doi.org/10.1016/j.apenergy.2021.118118).<br><br>To refer to the workbook, please use: Nava-Guerrero, G.D.C., Hansen, H.H., Korevaar, G., & Lukszo, Z. (2022). Workbook with calculations for journal article "An agent-based exploration of the effect of multi-criteria decisions on complex socio-technical heat transitions". Publisher of workbook: 4TU Repository. DOI of workbook: 10.4121/19448789.<br>To cite the data and the data sources, refer to the sources described in the journal article.
DOI: 10.4121/19448789.v2
title: Workbook with calculations for journal article "An agent-based exploration of the effect of multi-criteria decisions on complex socio-technical heat transitions"

description: A version of this workbook was used to prepare input data for the following publication:<br>"Nava-Guerrero, G.D.C., Hansen, H. H., Korevaar, G., & Lukszo, Z. (2022) An agent-based exploration of the effect of multi-criteria decisions on complex socio-technical heat transitions. Applied Energy, 306(Part B), 118118. https://doi.org/10.1016/j.apenergy.2021.118118."<br>The workbook contains a READ ME tab with a description of the purpose of each tab. Sources of the data and explanation of the original calculations with the NetLogo model and assumptions are described in the publication above (https://doi.org/10.1016/j.apenergy.2021.118118).<br><br>To refer to the workbook, please use: Nava-Guerrero, G.D.C., Hansen, H.H., Korevaar, G., & Lukszo, Z. (2022). Workbook with calculations for journal article "An agent-based exploration of the effect of multi-criteria decisions on complex socio-technical heat transitions". Publisher of workbook: 4TU Repository. DOI of workbook: 10.4121/19448789.<br>To cite the data and the data sources, refer to the sources described in the journal article.
DOI: 10.4121/19448789
title: Workbook with calculations for journal article "An agent-based exploration of the effect of multi-criteria decisions on complex socio-technical heat transitions"

description: A version of this workbook was used to prepare input data for the following publication:<br>"Nava-Guerrero, G.D.C., Hansen, H. H., Korevaar, G., & Lukszo, Z. (2022) An agent-based exploration of the effect of multi-criteria decisions on complex socio-technical heat transitions. Applied Energy, 306(Part B), 118118. https://doi.org/10.1016/j.apenergy.2021.118118."<br>The workbook contains a READ ME tab with a description of the purpose of each tab. Sources of the data and explanation of the original calculations with the NetLogo model and assumptions are described in the publication above (https://doi.org/10.1016/j.apenergy.2021.118118).<br><br>To refer to the workbook, please use: Nava-Guerrero, G.D.C., Hansen, H.H., Korevaar, G., & Lukszo, Z. (2022). Workbook with calculations for journal article "An agent-based exploration of the effect of multi-criteria decisions on complex socio-technical heat transitions". Publisher of workbook: 4TU Repository. DOI of workbook: 10.4121/19448789.<br>To cite the data and the data sources, refer to the sources described in the journal article.
DOI: 10.4121/17056340
title: Data underlying the publication: Electrocatalytic Reaction Induced Colloidal Accumulation: The Role of Dielectrophoresis

description: These are dataset set belonging to the publication: Electrocatalytic Reaction Induced Colloidal Accumulation: The Role of Dielectrophoresis Abimbola A. Ashaju, Jeffery A. Wood, and Rob G. H. Lammertink Langmuir 2022 38 (10), 3040-3050, The dataset set contains Tiff, mph and xlsx files A full description of these datasets can be seen in the readme.txt file. 7zip software may be needed to extract one of the dataset.
DOI: 10.4121/17056340.v1
title: Data underlying the publication: Electrocatalytic Reaction Induced Colloidal Accumulation: The Role of Dielectrophoresis

description: These are dataset set belonging to the publication: Electrocatalytic Reaction Induced Colloidal Accumulation: The Role of Dielectrophoresis Abimbola A. Ashaju, Jeffery A. Wood, and Rob G. H. Lammertink Langmuir 2022 38 (10), 3040-3050, The dataset set contains Tiff, mph and xlsx files A full description of these datasets can be seen in the readme.txt file. 7zip software may be needed to extract one of the dataset.
DOI: 10.4121/19433867
title: Everyday environments as cues to smoke: Personalized environments in virtual reality to elicit smoking cravings - Data and Analysis Code

description: Herein is the dataset collected during our VR experiment and the data analysis code used, as part of my MSc thesis project, titled "Everyday environments as cues to smoke: Personalized environments in virtual reality to elicit smoking cravings."<br>Our experiment involved presenting personalized and non-personalized virtual reality environments to participants and asking them how familiar was the experience at the end of each timed environment presentation. After all environments had been presented, participants were asked to fill-in questionnaires regarding the sense of presence elicited by our system, as well as give scores for the usability of the user interface they were asked to interact with.<br>We performed data analysis to determine:1. Whether personalized virtual environments elicited higher experience familiarity than non-personalized ones.2. Whether sense of presence positively affected elicited experience familiarity. 3. How our system scored on the sense of presence elicited and how it compared to norm values reported by the questionnaire providers.4. How our system scored on a component-based usability questionnaire and whether it scored higher than a norm value reported by the questionnaire providers.5. How our system scored on additional usability questions we formulated.<br>More information can be found in the README file contained.
DOI: 10.35090/gatech/67341
title: Dataset for "Propulsion cost changes of ultra-lightweight manual wheelchairs after one year of simulated use"
DOI: 10.4121/19422194.v1
title: Webinar #9: Verder kijken dan versterken | Looking beyond reinforcement

description: <em>For English scroll down</em><br>De uitvoering van grootschalige infrastructuurprojecten voor waterveiligheid vraagt om een goed samenspel tussen waterbeheerders, gemeenten, grondeigenaren en maatschappelijke organisaties. Wilt u de presentaties van de onderzoekers terugzien? U kunt ze hier bekijken.<br>Implementing large-scale infrastructure projects for flood risk management requires good collaboration between water authorities, municipalities, landowners and societal organisations. Would you like to see the presentations of the researchers? You can view them here.
DOI: 10.4121/19422194
title: Webinar #9: Verder kijken dan versterken | Looking beyond reinforcement

description: <em>For English scroll down</em><br>De uitvoering van grootschalige infrastructuurprojecten voor waterveiligheid vraagt om een goed samenspel tussen waterbeheerders, gemeenten, grondeigenaren en maatschappelijke organisaties. Wilt u de presentaties van de onderzoekers terugzien? U kunt ze hier bekijken.<br>Implementing large-scale infrastructure projects for flood risk management requires good collaboration between water authorities, municipalities, landowners and societal organisations. Would you like to see the presentations of the researchers? You can view them here.
DOI: 10.4121/19422092.v1
title: Webinar #7: Datagedreven dijkversterking: bouwen op nieuwe en historische data | Data-driven dike reinforcements – Constructive feedback from new and historical sources

description: <em>For English scroll down</em>De technische beoordeling van dijkversterkingsprojecten in Nederland wordt overspoeld met gegevens. Voor, tijdens en na dijkversterkingen worden veel gegevens verzameld en opgeslagen. Dit webinar probeert een brug te slaan tussen conventionele en nieuwe databronnen door nieuwe methoden te presenteren voor het verbeteren van de veiligheid van dijken door middel van data en het bespreken van het algemene gebruik van verschillende databronnen.Wilt u de presentaties van de onderzoekers terugzien? Dat kan door op hier.<br><br>The technical assessment of dike reinforcement projects in the Netherlands is flooded with data. Before, during and after dike reinforcements, a lot of data is collected and stored. This webinar attempted to bridge the gap between conventional and new data sources by presenting new methods for improving dike safety through data and discussing the general use of different data sources. Would you like to see the presentations of the researchers? You can view them here.
DOI: 10.4121/19422092
title: Webinar #7: Datagedreven dijkversterking: bouwen op nieuwe en historische data | Data-driven dike reinforcements – Constructive feedback from new and historical sources

description: <em>For English scroll down</em>De technische beoordeling van dijkversterkingsprojecten in Nederland wordt overspoeld met gegevens. Voor, tijdens en na dijkversterkingen worden veel gegevens verzameld en opgeslagen. Dit webinar probeert een brug te slaan tussen conventionele en nieuwe databronnen door nieuwe methoden te presenteren voor het verbeteren van de veiligheid van dijken door middel van data en het bespreken van het algemene gebruik van verschillende databronnen.Wilt u de presentaties van de onderzoekers terugzien? Dat kan door op hier.<br><br>The technical assessment of dike reinforcement projects in the Netherlands is flooded with data. Before, during and after dike reinforcements, a lot of data is collected and stored. This webinar attempted to bridge the gap between conventional and new data sources by presenting new methods for improving dike safety through data and discussing the general use of different data sources. Would you like to see the presentations of the researchers? You can view them here.
DOI: 10.4121/19422095.v1
title: Webinar #8: Risicogebaseerde inspecties en interacties tussen faalmechanismen | Risk-based inspection and interactions between failure mechanisms

description: <em>For English scroll down</em>De waterveiligheidsnormen gaan uit van een kans op overstromen. Die kans proberen we met allerlei faalmodellen en statistische technieken zo goed mogelijk te benaderen, en vervolgens met gerichte maatregelen te reduceren. Maar in hoeverre levert dat een goed inzicht van de overstromingskans op? En vergeten we geen belangrijke factoren? In dit webinar kijken we naar twee aspecten die tot dusver niet expliciet worden meegenomen bij het bepalen van de overstromingskans: de invloed van schade van de bekleding door bijvoorbeeld graverij op de faalkans, en interacties tussen faalmechanismen die kunnen leiden tot ander faalgedrag dan nu wordt aangenomen. Hoe kunnen we hier rekening mee houden, en hoe beïnvloedt dit het handelingsperspectief in de praktijk? Wilt u de presentaties van de onderzoekers terugzien? U kunt ze hier bekijken.<br>Safety standards of flood defences are based on probabilities of flooding. Using a variety of failure models and statistical methods, we try to assess these probabilities as well as possible, in order to take effective measures for flood risk reduction. The question is how well we actually have insight into the flooding probability, and whether we take all relevant factors into account. In this webinar, we consider two aspects that have not been explicitly accountedfor in flood probability estimates: influence damage of the revetment due burrowing and interactions between failure mechanisms leading to failure behaviour that deviates from currently considered behaviour. How can we account for these effects? And how does it influence the practicalaction perspective? Would you like to see the presentations of the researchers? You can view them here.<br>