cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.4121/20317941.v1
title: EDoM measurement campaign: along-channel data

description: In 2018 and 2019 field surveys were conducted to better understand water and sediment exchamge mechanisms between the lower Ems River and the outer Ems estuary. In order to capture the contrasting conditions resulting from river discharge variability, two measurement campaigns were defined: one in August 2018 (local summer with relatively low river discharge) and one in January 2019 (beginning of the wet winter conditions). The collected dataset comprises (per campaign) of 10 observation locations measuring for at least one spring-neap tidal cycle (2 RWS frames RS, 5 bottom mounts BM, and 3 mooring chains MC) 8 simultaneous 13-hrs observations (including fixed stations SB, cross-channel transects CS, and one longitudinal transect). This dataset provides the along-channel data. More detailed description of the data is provided in the accompanying report (report-EDoM-v2.0.pdf).
DOI: 10.4121/20317941
title: EDoM measurement campaign: along-channel data

description: In 2018 and 2019 field surveys were conducted to better understand water and sediment exchamge mechanisms between the lower Ems River and the outer Ems estuary. In order to capture the contrasting conditions resulting from river discharge variability, two measurement campaigns were defined: one in August 2018 (local summer with relatively low river discharge) and one in January 2019 (beginning of the wet winter conditions). The collected dataset comprises (per campaign) of 10 observation locations measuring for at least one spring-neap tidal cycle (2 RWS frames RS, 5 bottom mounts BM, and 3 mooring chains MC) 8 simultaneous 13-hrs observations (including fixed stations SB, cross-channel transects CS, and one longitudinal transect). This dataset provides the along-channel data. More detailed description of the data is provided in the accompanying report (report-EDoM-v2.0.pdf).
DOI: 10.4121/20254296.v1
title: Data underlying the study: Early initiation of extracorporeal life support in refractory ventricular fibrillation (INCEPTION-trial)

description: The dataset contains demographics and outcome data of all patients included in the multicentre randomized controlled "INCEPTION trial". The INCEPTION trial was a Dutch multicentre randomized clinical trial. The aim of the study was to evaluate wheter extracorporeal CPR would result in better outcomes than conventional CPR, using favourable neurologic outcome as primary endpoint. Prespecified data were recorded in an eCRF, quality control was performed by the executive investigator and an independent monitor. The data are stored in an online data managment system (https://ecrf.ctcm.nl). Pseudonymized data will be made available upon request after approval of the trial steering committee and shared as a .spv file
DOI: 10.4121/20254296.v2
title: Data underlying the study: Early initiation of extracorporeal life support in refractory ventricular fibrillation (INCEPTION-trial)

description: The dataset contains demographics and outcome data of all patients included in the multicentre randomized controlled "INCEPTION trial". The INCEPTION trial was a Dutch multicentre randomized clinical trial. The aim of the study was to evaluate wheter extracorporeal CPR would result in better outcomes than conventional CPR, using favourable neurologic outcome as primary endpoint. Prespecified data were recorded in an eCRF, quality control was performed by the executive investigator and an independent monitor. The data are stored in an online data managment system (https://ecrf.ctcm.nl). Pseudonymized data will be made available upon request after approval of the trial steering committee and shared as a .spv file
DOI: 10.4121/20254296
title: Data underlying the study: Early initiation of extracorporeal life support in refractory ventricular fibrillation (INCEPTION-trial)

description: The dataset contains demographics and outcome data of all patients included in the multicentre randomized controlled "INCEPTION trial". The INCEPTION trial was a Dutch multicentre randomized clinical trial. The aim of the study was to evaluate wheter extracorporeal CPR would result in better outcomes than conventional CPR, using favourable neurologic outcome as primary endpoint. Prespecified data were recorded in an eCRF, quality control was performed by the executive investigator and an independent monitor. The data are stored in an online data managment system (https://ecrf.ctcm.nl). Pseudonymized data will be made available upon request after approval of the trial steering committee and shared as a .spv file
DOI: 10.4121/20301309.v1
title: Replication Package for the master thesis "An Empirical Assessment on the Limits of Binary Code Summarisation with Transformer-based Models"

description: This dataset is published as part of the master thesis: "An Empirical Assessment on the Limits of Binary Code Summarisation with Transformer-based Models".<br> It includes both the training/evaluation data as well as trained models. <br> For more information, please refer to the data.md file or to the master thesis.
DOI: 10.4121/20301309
title: Replication Package for the master thesis "An Empirical Assessment on the Limits of Binary Code Summarisation with Transformer-based Models"

description: This dataset is published as part of the master thesis: "An Empirical Assessment on the Limits of Binary Code Summarisation with Transformer-based Models".<br> It includes both the training/evaluation data as well as trained models. <br> For more information, please refer to the data.md file or to the master thesis.
DOI: 10.4121/20308263.v1
title: EDoM measurement campaign: full data from the lower Ems River

description: A large amount of long term monitoring data collected during the Edom measurement campaign has been published in Net CDF as part of the collection 'Edom measurements campaign: data from long-term monitoring' ( https://doi.org/10.4121/19519618.v1). This dataset provides the full subset of the long term mooring data (including oxygen and flow velocities) in ASCII text format, and only for the lower Ems River
DOI: 10.4121/20308263
title: EDoM measurement campaign: full data from the lower Ems River

description: A large amount of long term monitoring data collected during the Edom measurement campaign has been published in Net CDF as part of the collection 'Edom measurements campaign: data from long-term monitoring' ( https://doi.org/10.4121/19519618.v1). This dataset provides the full subset of the long term mooring data (including oxygen and flow velocities) in ASCII text format, and only for the lower Ems River
DOI: 10.4121/20307777.v1
title: EDoM measurement campaign: settling velocity and grain size

description: In 2018 and 2019 field surveys were conducted to better understand water and sediment exchamge mechanisms between the lower Ems River and the outer Ems estuary. In order to capture the contrasting conditions resulting from river discharge variability, two measurement campaigns were defined: one in August 2018 (local summer with relatively low river discharge) and one in January 2019 (beginning of the wet winter conditions). The collected dataset comprises (per campaign) of 10 observation locations measuring for at least one spring-neap tidal cycle (2 RWS frames RS, 5 bottom mounts BM, and 3 mooring chains MC) 8 simultaneous 13-hrs observations (including fixed stations SB, cross-channel transects CS, and one longitudinal transect). This dataset provides data on settling velocity and grain size collected with a floc camera in 2018 and 2019 (station EMD) and a LISST in 2018 (station KNO).
DOI: 10.4121/20307777
title: EDoM measurement campaign: settling velocity and grain size

description: In 2018 and 2019 field surveys were conducted to better understand water and sediment exchamge mechanisms between the lower Ems River and the outer Ems estuary. In order to capture the contrasting conditions resulting from river discharge variability, two measurement campaigns were defined: one in August 2018 (local summer with relatively low river discharge) and one in January 2019 (beginning of the wet winter conditions). The collected dataset comprises (per campaign) of 10 observation locations measuring for at least one spring-neap tidal cycle (2 RWS frames RS, 5 bottom mounts BM, and 3 mooring chains MC) 8 simultaneous 13-hrs observations (including fixed stations SB, cross-channel transects CS, and one longitudinal transect). This dataset provides data on settling velocity and grain size collected with a floc camera in 2018 and 2019 (station EMD) and a LISST in 2018 (station KNO).
DOI: 10.4121/20307456.v1
title: EDoM measurement campaign: CTD data from Pogum

description: In 2018 and 2019 field surveys were conducted to better understand water and sediment exchamge mechanisms between the lower Ems River and the outer Ems estuary. In order to capture the contrasting conditions resulting from river discharge variability, two measurement campaigns were defined: one in August 2018 (local summer with relatively low river discharge) and one in January 2019 (beginning of the wet winter conditions). The collected dataset comprises (per campaign) of 10 observation locations measuring for at least one spring-neap tidal cycle (2 RWS frames RS, 5 bottom mounts BM, and 3 mooring chains MC) 8 simultaneous 13-hrs observations (including fixed stations SB, cross-channel transects CS, and one longitudinal transect). This subset provides the CTD data collected at the stationary boat location at Pogum (POG).
DOI: 10.4121/20307456
title: EDoM measurement campaign: CTD data from Pogum

description: In 2018 and 2019 field surveys were conducted to better understand water and sediment exchamge mechanisms between the lower Ems River and the outer Ems estuary. In order to capture the contrasting conditions resulting from river discharge variability, two measurement campaigns were defined: one in August 2018 (local summer with relatively low river discharge) and one in January 2019 (beginning of the wet winter conditions). The collected dataset comprises (per campaign) of 10 observation locations measuring for at least one spring-neap tidal cycle (2 RWS frames RS, 5 bottom mounts BM, and 3 mooring chains MC) 8 simultaneous 13-hrs observations (including fixed stations SB, cross-channel transects CS, and one longitudinal transect). This subset provides the CTD data collected at the stationary boat location at Pogum (POG).
DOI: 10.4121/20307171.v1
title: Edom measurements campaign: watersample data

description: In 2018 and 2019 field surveys were conducted to better understand water and sediment exchamge mechanisms between the lower Ems River and the outer Ems estuary. In order to capture the contrasting conditions resulting from river discharge variability, two measurement campaigns were defined: one in August 2018 (local summer with relatively low river discharge) and one in January 2019 (beginning of the wet winter conditions). The collected dataset comprises (per campaign) of 10 observation locations measuring for at least one spring-neap tidal cycle (2 RWS frames RS, 5 bottom mounts BM, and 3 mooring chains MC) 8 simultaneous 13-hrs observations (including fixed stations SB, cross-channel transects CS, and one longitudinal transect). This dataset provides water sample results of three stations collected in August 2018 and January 2019. More detailed description of the data is provided in the accompanying report (report-EDoM-v2.0.pdf).
DOI: 10.4121/20307171
title: Edom measurements campaign: watersample data

description: In 2018 and 2019 field surveys were conducted to better understand water and sediment exchamge mechanisms between the lower Ems River and the outer Ems estuary. In order to capture the contrasting conditions resulting from river discharge variability, two measurement campaigns were defined: one in August 2018 (local summer with relatively low river discharge) and one in January 2019 (beginning of the wet winter conditions). The collected dataset comprises (per campaign) of 10 observation locations measuring for at least one spring-neap tidal cycle (2 RWS frames RS, 5 bottom mounts BM, and 3 mooring chains MC) 8 simultaneous 13-hrs observations (including fixed stations SB, cross-channel transects CS, and one longitudinal transect). This dataset provides water sample results of three stations collected in August 2018 and January 2019. More detailed description of the data is provided in the accompanying report (report-EDoM-v2.0.pdf).
DOI: 10.4121/16413228.v1
title: Data supplementary to the publication: Magnetic-Field Universality of the Kondo Effect Revealed by Thermocurrent Spectroscopy

description: The experimental data and theoretical simulation for " Magnetic-Field Universality of the Kondo Effect Revealed by Thermocurrent Spectroscopy" published on Physical Review Letters. In this letter, we show the universality in the Kondo effect via the thermocurrent spectroscopy. It is now a new hallmark for the Kondo effect in thermoelectricity. The experimental data are collected in electromigration break junction where a radical molecule resides.
DOI: 10.4121/16413228
title: Data supplementary to the publication: Magnetic-Field Universality of the Kondo Effect Revealed by Thermocurrent Spectroscopy

description: The experimental data and theoretical simulation for " Magnetic-Field Universality of the Kondo Effect Revealed by Thermocurrent Spectroscopy" published on Physical Review Letters. In this letter, we show the universality in the Kondo effect via the thermocurrent spectroscopy. It is now a new hallmark for the Kondo effect in thermoelectricity. The experimental data are collected in electromigration break junction where a radical molecule resides.
DOI: 10.4121/19361837.v1
title: Supplementary material for the article: Soft robotic grippers for crop handling or harvesting: A review

description: Nowadays, harvesting delicate and high-value fruits, vegetables and edible fungi requires a large input of manual human labor. The relatively low wages and many health problems the workforce faces make this profession increasingly unpopular. Meanwhile, robotic systems that selectively harvest crops are being developed. Whilst the moving platform, manipulator, and recognition systems of such robots are studied the past few decades, research on the gripping end of such robots is only recently growing. This study analyses the state-of-the-art of soft grippers for crop handling and harvesting, reporting their quantitative and qualitative characteristics. Seventy-eight grippers are retrieved from the academic literature and compared with each other in terms of their design and reported performance, more specifically grasping and detachment methods, materials used, type of actuators and sensors employed, and the control of the gripping procedure. In addition, the identified grippers are classified into 13 distinct soft grasping technology categories. Moreover, the retrieved papers are analyzed with respect to their publication date and country of origin to observe the recent growth in the field. Furthermore, a subset of soft grippers is identified that was tested on the task of selectively harvesting crops, where grip and detachment success rates and plant and crop damage are compared.
DOI: 10.4121/19361837
title: Supplementary material for the article: Soft robotic grippers for crop handling or harvesting: A review

description: Nowadays, harvesting delicate and high-value fruits, vegetables and edible fungi requires a large input of manual human labor. The relatively low wages and many health problems the workforce faces make this profession increasingly unpopular. Meanwhile, robotic systems that selectively harvest crops are being developed. Whilst the moving platform, manipulator, and recognition systems of such robots are studied the past few decades, research on the gripping end of such robots is only recently growing. This study analyses the state-of-the-art of soft grippers for crop handling and harvesting, reporting their quantitative and qualitative characteristics. Seventy-eight grippers are retrieved from the academic literature and compared with each other in terms of their design and reported performance, more specifically grasping and detachment methods, materials used, type of actuators and sensors employed, and the control of the gripping procedure. In addition, the identified grippers are classified into 13 distinct soft grasping technology categories. Moreover, the retrieved papers are analyzed with respect to their publication date and country of origin to observe the recent growth in the field. Furthermore, a subset of soft grippers is identified that was tested on the task of selectively harvesting crops, where grip and detachment success rates and plant and crop damage are compared.
DOI: 10.4121/20103188.v1
title: Supplementary data for the paper 'Blinded windows and empty driver seats: The effects of automated vehicle characteristics on cyclists’ decision-making'

description: Automated vehicles (AVs) may feature blinded (i.e., blacked-out) windows and external Human-Machine Interfaces (eHMIs), and the driver may be inattentive or absent, but how these features affect cyclists is unknown. In a crowdsourcing study, participants viewed images of approaching vehicles from a cyclist’s perspective and decided whether to brake. The images depicted different combinations of traditional versus automated vehicles, eHMI presence, vehicle approach direction, driver visibility/window-blinding, visual complexity of the surroundings, and distance to the cyclist (urgency). The results showed that the eHMI and urgency level had a strong impact on crossing decisions, whereas visual complexity had no significant influence. Blinded windows caused participants to brake for the traditional vehicle. A second crowdsourcing experiment aimed to clarify the findings of Experiment 1 by also requiring participants to detect the vehicle features. It was found that the eHMI ‘GO’ and blinded windows yielded high detection rates and that driver eye contact caused participants to continue pedalling. To conclude, blinded windows increase the probability that cyclists brake, and driver eye contact stimulates cyclists to continue cycling. Our findings, which were obtained in large international samples, may help elucidate how AVs (in which the driver may not be visible) affect cyclists’ behaviour.
DOI: 10.4121/20103188.v2
title: Supplementary data for the paper 'Blinded windows and empty driver seats: The effects of automated vehicle characteristics on cyclists’ decision-making'

description: Automated vehicles (AVs) may feature blinded (i.e., blacked-out) windows and external Human-Machine Interfaces (eHMIs), and the driver may be inattentive or absent, but how these features affect cyclists is unknown. In a crowdsourcing study, participants viewed images of approaching vehicles from a cyclist’s perspective and decided whether to brake. The images depicted different combinations of traditional versus automated vehicles, eHMI presence, vehicle approach direction, driver visibility/window-blinding, visual complexity of the surroundings, and distance to the cyclist (urgency). The results showed that the eHMI and urgency level had a strong impact on crossing decisions, whereas visual complexity had no significant influence. Blinded windows caused participants to brake for the traditional vehicle. A second crowdsourcing experiment aimed to clarify the findings of Experiment 1 by also requiring participants to detect the vehicle features. It was found that the eHMI ‘GO’ and blinded windows yielded high detection rates and that driver eye contact caused participants to continue pedalling. To conclude, blinded windows increase the probability that cyclists brake, and driver eye contact stimulates cyclists to continue cycling. Our findings, which were obtained in large international samples, may help elucidate how AVs (in which the driver may not be visible) affect cyclists’ behaviour.
DOI: 10.4121/20103188
title: Supplementary data for the paper 'Blinded windows and empty driver seats: The effects of automated vehicle characteristics on cyclists’ decision-making'

description: Automated vehicles (AVs) may feature blinded (i.e., blacked-out) windows and external Human-Machine Interfaces (eHMIs), and the driver may be inattentive or absent, but how these features affect cyclists is unknown. In a crowdsourcing study, participants viewed images of approaching vehicles from a cyclist’s perspective and decided whether to brake. The images depicted different combinations of traditional versus automated vehicles, eHMI presence, vehicle approach direction, driver visibility/window-blinding, visual complexity of the surroundings, and distance to the cyclist (urgency). The results showed that the eHMI and urgency level had a strong impact on crossing decisions, whereas visual complexity had no significant influence. Blinded windows caused participants to brake for the traditional vehicle. A second crowdsourcing experiment aimed to clarify the findings of Experiment 1 by also requiring participants to detect the vehicle features. It was found that the eHMI ‘GO’ and blinded windows yielded high detection rates and that driver eye contact caused participants to continue pedalling. To conclude, blinded windows increase the probability that cyclists brake, and driver eye contact stimulates cyclists to continue cycling. Our findings, which were obtained in large international samples, may help elucidate how AVs (in which the driver may not be visible) affect cyclists’ behaviour.
DOI: 10.4121/20066333.v1
title: Data associated with the article "Satellite-derived Trends in Inundation Frequency Reveal the Fate of Saltmarshes”

description: In the publication associated with this dataset we retrieve inundation frequency change in different tidal basins over 27 years using satellite data from the entire Landsat 5 TM dataset. The method to retrieve inundation frequency is applied in Google Earth Engine (GEE). We further retrieve habitat change from the same satellite dataset and investigate how changes in inundation frequency affect saltmarsh development. In this dataset we provide time series of mean inundation frequency over the respective tidal basin; time series of habitat change; the GEE scripts which generate those time series; a pixelwise comparison of generated inundation frequency with another published inundation frequency and an elevation dataset of the same basin, as well as the GEE scripts generating this pixelwise comparison; generated maps of significant inundation frequency change between 1986 and 2010; and generated habitat classification (saltmarsh, tidal flats, water) maps from 1986 and 2010.
DOI: 10.4121/20066333.v2
title: Data associated with the article "Satellite-derived Trends in Inundation Frequency Reveal the Fate of Saltmarshes”

description: In the publication associated with this dataset we retrieve inundation frequency change in different tidal basins over 27 years using satellite data from the entire Landsat 5 TM dataset. The method to retrieve inundation frequency is applied in Google Earth Engine (GEE). We further retrieve habitat change from the same satellite dataset and investigate how changes in inundation frequency affect saltmarsh development. In this dataset we provide time series of mean inundation frequency over the respective tidal basin; time series of habitat change; the GEE scripts which generate those time series; a pixelwise comparison of generated inundation frequency with another published inundation frequency and an elevation dataset of the same basin, as well as the GEE scripts generating this pixelwise comparison; generated maps of significant inundation frequency change between 1986 and 2010; and generated habitat classification (saltmarsh, tidal flats, water) maps from 1986 and 2010.