cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6075/j0pz590x
title: Data From: Cross-shore deformation of a surfzone-released dye plume by an internal tide on the inner shelf. In The Cross-Surfzone/Inner-shelf Dye Exchange (CSIDE) Study

description: An inner-shelf (IS) dye plume that formed following a 3.84-h early morning surfzone (SZ) dye release off of Imperial Beach, California, is analyzed with in situ and aerial remotely sensed observations. Midmorning, 5 h after release start, the IS plume extended 800 m offshore (or ~8Lsz, where Lsz is the surfzone width) and was surface intensified. Over the next ~2 h, the IS plume deformed (narrowed) cross-shore with the offshore front progressing onshore at ~5 cm/s, deepened by up to 3 m, and elongated alongshore at ~4.5 cm/s/km (at ~2.5Lsz). Coincident with IS plume deformation and deepening, IS isotherms also deepened, with relatively stable IS plume joint dye and temperature statistics. Offshore tracer transport and subsequent IS plume deformation and deepening likely resulted from two phases of the diurnal internal tide (DIT). During and after deformation, the IS plume did not reenter the warm surfzone, which potentially acted as a thermal barrier. High-frequency internal waves (HF IWs) propagated through the IS plume at ~9 cm/s and dissipated onshore of 4Lsz. Surface HF IW signal was elevated in the plume elongation region, suggesting a linkage between plume elongation and either the DIT or HF IW. This IS plume evolution differs from previous SZ tracer releases, highlighting the effects of release timing relative to the solar cycle or the internal tide.
DOI: 10.6075/j02f7nbj
title: Data from: Long-distance/time surf-zone tracer evolution affected by inner-shelf tracer retention and recirculation. In The Cross-Surfzone/Inner-shelf Dye Exchange (CSIDE) Study

description: Surf-zone and inner-shelf transport and mixing impact nearshore systems, such as larval recruitment in intertidal ecosystems and water quality impacts from coastal pollution, and can be studied using shoreline released tracers. Surf-zone alongshore directed currents driven by oblique breaking waves transport tracers over long distances. Tracer is also mixed across the surf-zone by eddying currents and exported onto the inner-shelf by rip currents, which decrease absolute shoreline tracer concentration. Horizontal mixing also increases tracer plume length-scales, known as dispersion, and cross-shore variation in the alongshore current can induce enhanced alongshore dispersion. Over long- distances/times, tracer evolution depends on both surf-zone and inner-shelf currents and alongshore dispersion. Here, the evolution of a surf-zone released tracer is observed for ≈ 30 h and over several kilometers downstream (alongshore) of the release. Downstream of the release, the surf-zone maximum concentration decayed and concentration time-series developed long-duration tails (skewness). A surf-zone/inner-shelf box tracer model reproduces the surf-zone tracer observations, providing insight to the relative roles of cross-shore exchange, recirculation and alongshore dispersion. Importantly, recirculation between the surf-zone and the inner-shelf is a critical process that changes the tracer distribution close to shore.
DOI: 10.5281/zenodo.5602861
title: Understanding and Mitigating the Impact of Wi-Fi 6E Interference on Ultra-Wideband Communications and Ranging

description: Artifacts containing data sets and scripts for the paper "Understanding and Mitigating the Impact of Wi-Fi 6E Interference on Ultra-Wideband Communications and Ranging" under double-blind review.<br>
DOI: 10.5285/cfce79e5-93df-2d7e-e053-6c86abc033d4
title: Microcat, current meter and ADCP data from moorings of the Deep Western Boundary Current array (Irminger Sea) as part of UK OSNAP (Overturning in the Subpolar North Atlantic Programme) from 2014-2018, with recalibrated 2016-2018 microcat data.

description: UK OSNAP (Overturning in the subpolar North Atlantic Programme) is a NERC Large Grant (2013-2018) and forms part of the international OSNAP array put in place to measure the full depth, basin-wide overturning circulation and associate transport of heat and freshwater (www.ukosnap.org). The array consists of a series of vertical moorings in the boundaries of the subpolar basins, supplemented by glider missions over shallow topography and floats (RAFOS floats to track the pathways of the overflow waters, and profiling floats to provide temperature and salinity information in the interior basins). This dataset has data from the first three deployments (2014 to 2018) of the Deep Western Boundary Current Array in the Irminger Sea, operated by UK OSNAP. The 5 moorings were deployed on cruise KN221-03 (2014), serviced on cruise PE400 (2015), serviced on DY054 (2016) for a two-year long deployment and recovered on MSM74 (2018). The data sets are timeseries of pressure, temperature, salinity and currents and have been fully processed, calibrated and quality controlled. This dataset contains recalibrated microcat data for NOCM1, NOCM2 and NOCM3 for the period 2016-2018.
DOI: 10.5281/zenodo.5645254
title: African Red Slip Ware Digital (ARS3D) - Images (Comparisons)

description: Characteristic of the North African bowls, plates, and jugs are their pictorial decorations applied mainly by appliqués and stamps. As mass-produced image carriers and everyday objects, the ARS spread throughout the empire. The range of motifs includes mythological scenes as well as scenes from the Old and New Testament, circus, arena and hunting scenes as well as fish and plant motifs. The appliqués-decorated pottery thus provides insights into Late Antique imagination and its changes, as well as into the economic history of the period between the 3rd and 5th centuries AD in North Africa. Previous documentation methods were not able to capture the objects and their decoration in an adequate way. The digital recording of the RGZM's collections by 3D scans allows to compare potentially identical appliqués and to assign them to their negative forms and the corresponding stamps. Whereas vessel curvature previously falsified the assignment of appliqués and models, 3D analysis and visualisation tools now allow a comparison . Metadata created for each object increases the effectiveness and accuracy of determining image context and content. Issues related to the production of the ARS and the process flows within the workshops can be investigated through the analysis of the 3D data.
DOI: 10.5281/zenodo.5645253
title: African Red Slip Ware Digital (ARS3D) - Images (Comparisons)

description: Characteristic of the North African bowls, plates, and jugs are their pictorial decorations applied mainly by appliqués and stamps. As mass-produced image carriers and everyday objects, the ARS spread throughout the empire. The range of motifs includes mythological scenes as well as scenes from the Old and New Testament, circus, arena and hunting scenes as well as fish and plant motifs. The appliqués-decorated pottery thus provides insights into Late Antique imagination and its changes, as well as into the economic history of the period between the 3rd and 5th centuries AD in North Africa. Previous documentation methods were not able to capture the objects and their decoration in an adequate way. The digital recording of the RGZM's collections by 3D scans allows to compare potentially identical appliqués and to assign them to their negative forms and the corresponding stamps. Whereas vessel curvature previously falsified the assignment of appliqués and models, 3D analysis and visualisation tools now allow a comparison . Metadata created for each object increases the effectiveness and accuracy of determining image context and content. Issues related to the production of the ARS and the process flows within the workshops can be investigated through the analysis of the 3D data.
DOI: 10.6084/m9.figshare.14744397
title: Evolutionary genomics of phage APSE: associated data

description: Data associated with "Evolutionary genomics of APSE: a tailed phage that lysogenically converts bacterium Hamiltonella defensa into a heritable protective symbiont of aphids." Boyd BM, Chevignon G, Patel V, Oliver KM, Strand MR.<br>
DOI: 10.6084/m9.figshare.16664983.v6
title: the supplementary data.xlsx

description: These datas were based on an invitro study investigating the effect of coffee and grean tea decaffeination combination toward foam cell atherosclerosis inhibition through repairing the lipid metabolism mechanism in macrophage and suppresiion of inflammation
DOI: 10.5281/zenodo.5645237
title: African Red Slip Ware Digital (ARS3D) - Images (Features)

description: Characteristic of the North African bowls, plates, and jugs are their pictorial decorations applied mainly by appliqués and stamps. As mass-produced image carriers and everyday objects, the ARS spread throughout the empire. The range of motifs includes mythological scenes as well as scenes from the Old and New Testament, circus, arena and hunting scenes as well as fish and plant motifs. The appliqués-decorated pottery thus provides insights into Late Antique imagination and its changes, as well as into the economic history of the period between the 3rd and 5th centuries AD in North Africa. Previous documentation methods were not able to capture the objects and their decoration in an adequate way. The digital recording of the RGZM's collections by 3D scans allows to compare potentially identical appliqués and to assign them to their negative forms and the corresponding stamps. Whereas vessel curvature previously falsified the assignment of appliqués and models, 3D analysis and visualisation tools now allow a comparison . Metadata created for each object increases the effectiveness and accuracy of determining image context and content. Issues related to the production of the ARS and the process flows within the workshops can be investigated through the analysis of the 3D data.
DOI: 10.5281/zenodo.5645236
title: African Red Slip Ware Digital (ARS3D) - Images (Features)

description: Characteristic of the North African bowls, plates, and jugs are their pictorial decorations applied mainly by appliqués and stamps. As mass-produced image carriers and everyday objects, the ARS spread throughout the empire. The range of motifs includes mythological scenes as well as scenes from the Old and New Testament, circus, arena and hunting scenes as well as fish and plant motifs. The appliqués-decorated pottery thus provides insights into Late Antique imagination and its changes, as well as into the economic history of the period between the 3rd and 5th centuries AD in North Africa. Previous documentation methods were not able to capture the objects and their decoration in an adequate way. The digital recording of the RGZM's collections by 3D scans allows to compare potentially identical appliqués and to assign them to their negative forms and the corresponding stamps. Whereas vessel curvature previously falsified the assignment of appliqués and models, 3D analysis and visualisation tools now allow a comparison . Metadata created for each object increases the effectiveness and accuracy of determining image context and content. Issues related to the production of the ARS and the process flows within the workshops can be investigated through the analysis of the 3D data.
DOI: 10.5066/p9kderg6
title: Turbidity data collected by five in situ sensors at USGS site 02492620 Pearl River at NSTL station, MS from November 2017 to January 2018

description: Five commercially available turbidity sensors were field tested by the U.S. Geological Survey (USGS) Hydrologic Instrumentation Facility for accuracy and data comparability. The tested sensors were the Xylem EXO (EXO), the Hach Solitax sc (Solitax), the In-Situ Aqua TROLL sensor installed onto a TROLL 600 sonde (TROLL 600), the Campbell Scientific OBS501 (OBS501), and the Observator ANALITE NEP-5000 (NEP-5000). The sensors were deployed at Pearl River at National Space Technology Laboratories Station, Mississippi (USGS site 02492620), and were serviced weekly. In addition to the five in situ turbidity sensors, corresponding discrete samples were collected and analyzed during the evaluation on a calibrated Hach 2100N benchtop turbidimeter. The OBS501 malfunctioned early in the evaluation and eventually failed, resulting in meager data from the sensor. During this study, the four remaining sensors (minus the OBS501) changed similarly throughout the field test; however, sensor data from the EXO consistently demonstrated lower results than the Solitax, TROLL 600, and NEP-5000, possibly because of the variation in raw signal processing among manufacturers. Results from a single factor analysis of variance test and a Tukey Honestly Significant Difference test verified the low bias observed in the EXO data and indicated there was a significant difference between the EXO data and data from the Solitax, TROLL 600, and NEP-5000 but an insignificant difference among the data when the Solitax, TROLL 600, and NEP-5000 were compared to each other.
DOI: 10.23644/uu.14769675.v1
title: DATASET, CODE, AND PREPRINT: A harmonised country-level dataset to support the global stocktake regarding loss and damage from climate change

description: DATASET, CODE, AND PREPRINT for: A harmonised country-level dataset to support the global stocktake regarding loss and damage from climate change<br>Submitted for review.<br><b>Abstract</b> Under the Paris Agreement, parties should undertake a global stocktake of progress towards meeting the goals of the agreement and tackling climate change. The first global stocktake will be undertaken in 2023, and an assessment of loss and damage from climate change is an important part of the process. Loss and damage refers to the impacts of climate change felt when mitigation and adaptation efforts are inadequate. Much data, including metrics and indicators relevant for loss and damage, are held in existing global databases, but these are disparate and cannot easily be combined and compared to support the global stocktake. We combine relevant primary data sources to provide a harmonised country-level global dataset containing relevant indicators of: recorded losses and damages from climate-related events; exposure to climate-related events; country vulnerability and adaptation readiness; scientific studies of climate change attribution; financial support for climate adaptation; and contextual governance conditions. The indicators are standardised against country population and GDP where relevant. We describe original data sources, processing steps, and an overview of key indicators in the dataset. We also compare the assembled data to existing global risk databases; namely, the INFORM risk index and the World Risk Index. This comparison, provided in the Supporting Information, shows a large amount of redundancy among vulnerability and governance indicators, and we suggest that creators of new databases and risk indices be clear about data limitations and the gaps specific indices attempt to fill in the global data landscape. We recommend the standard use of ISO codes in future databases of this nature, as well as clear metadata regarding how overseas territories are treated relative to their sovereign state, and information on dissolution and creation of states over time. <br>
DOI: 10.17027/isric-soilgrids.c6cb5073-78dd-4d8d-be81-9d546a1c004f
title: SoilGrids250m 2.0 - Volumetric Water Content at 10kPa

description: Volumetric Water Content at 10kPa in 10-3 cm3cm-2 at 6 standard depths. Predictions were derived using a digital soil mapping approach based on Quantile Random Forest, drawing on a global compilation of soil profile data and environmental layers.
DOI: 10.6084/m9.figshare.16664983.v7
title: the supplementary data.xlsx

description: These datas were based on an invitro study investigating the effect of coffee and grean tea decaffeination combination toward foam cell atherosclerosis inhibition through repairing the lipid metabolism mechanism in macrophage and suppresiion of inflammation
DOI: 10.17027/isric-soilgrids.f5a1188a-09f8-4ef6-b841-93f08e3903f4
title: SoilGrids250m 2.0 - Volumetric Water Content at 1500kPa

description: Volumetric Water Content at 1500kPa in 10-3 cm3cm-2 at 6 standard depths. Predictions were derived using a digital soil mapping approach based on Quantile Random Forest, drawing on a global compilation of soil profile data and environmental layers.
DOI: 10.23644/uu.14769675
title: POST-REVIEW DATASET, CODE, AND PREPRINT (UPDATE 2021/11/04): A harmonised country-level dataset to support the global stocktake regarding loss and damage from climate change

description: DATASET, CODE, AND PREPRINT for: A harmonised country-level dataset to support the global stocktake regarding loss and damage from climate change<br>Submitted for review.<br><b>Abstract</b> Under the Paris Agreement, parties should undertake a global stocktake of progress towards meeting the goals of the agreement and tackling climate change. The first global stocktake will be undertaken in 2023, and an assessment of loss and damage from climate change is an important part of the process. Loss and damage refers to the impacts of climate change felt when mitigation and adaptation efforts are inadequate. Much data, including metrics and indicators relevant for loss and damage, are held in existing global databases, but these are disparate and cannot easily be combined and compared to support the global stocktake. We combine relevant primary data sources to provide a harmonised country-level global dataset containing relevant indicators of: recorded losses and damages from climate-related events; exposure to climate-related events; country vulnerability and adaptation readiness; scientific studies of climate change attribution; financial support for climate adaptation; and contextual governance conditions. The indicators are standardised against country population and GDP where relevant. We describe original data sources, processing steps, and an overview of key indicators in the dataset. We also compare the assembled data to existing global risk databases; namely, the INFORM risk index and the World Risk Index. This comparison, provided in the Supporting Information, shows a large amount of redundancy among vulnerability and governance indicators, and we suggest that creators of new databases and risk indices be clear about data limitations and the gaps specific indices attempt to fill in the global data landscape. We recommend the standard use of ISO codes in future databases of this nature, as well as clear metadata regarding how overseas territories are treated relative to their sovereign state, and information on dissolution and creation of states over time. <br>
DOI: 10.23644/uu.14769675.v2
title: POST-REVIEW DATASET, CODE, AND PREPRINT: A harmonised country-level dataset to support the global stocktake regarding loss and damage from climate change

description: DATASET, CODE, AND PREPRINT for: A harmonised country-level dataset to support the global stocktake regarding loss and damage from climate change<br>Submitted for review.<br><b>Abstract</b> Under the Paris Agreement, parties should undertake a global stocktake of progress towards meeting the goals of the agreement and tackling climate change. The first global stocktake will be undertaken in 2023, and an assessment of loss and damage from climate change is an important part of the process. Loss and damage refers to the impacts of climate change felt when mitigation and adaptation efforts are inadequate. Much data, including metrics and indicators relevant for loss and damage, are held in existing global databases, but these are disparate and cannot easily be combined and compared to support the global stocktake. We combine relevant primary data sources to provide a harmonised country-level global dataset containing relevant indicators of: recorded losses and damages from climate-related events; exposure to climate-related events; country vulnerability and adaptation readiness; scientific studies of climate change attribution; financial support for climate adaptation; and contextual governance conditions. The indicators are standardised against country population and GDP where relevant. We describe original data sources, processing steps, and an overview of key indicators in the dataset. We also compare the assembled data to existing global risk databases; namely, the INFORM risk index and the World Risk Index. This comparison, provided in the Supporting Information, shows a large amount of redundancy among vulnerability and governance indicators, and we suggest that creators of new databases and risk indices be clear about data limitations and the gaps specific indices attempt to fill in the global data landscape. We recommend the standard use of ISO codes in future databases of this nature, as well as clear metadata regarding how overseas territories are treated relative to their sovereign state, and information on dissolution and creation of states over time. <br>
DOI: 10.6084/m9.figshare.16664983.v8
title: the supplementary data.xlsx

description: These datas were based on an invitro study investigating the effect of coffee and grean tea decaffeination combination toward foam cell atherosclerosis inhibition through repairing the lipid metabolism mechanism in macrophage and suppresiion of inflammation
DOI: 10.6084/m9.figshare.14877765.v1
title: MRI datasets used in the manuscript: "An End-to-End AI-Based Framework for Automated Discovery of CEST/MT MR Fingerprinting Acquisition Protocols and Quantitative Deep Reconstruction (AutoCEST) "

description: The data comprises raw and analyzed .mat format images (can be read by Python, Matlab, and other software).<br>The images were acquired using a 9.4T preclinical MRI, on chemical exchange saturation transfer (CEST) in-vitro models (phantoms), including:1) Iohexol2) Phosphocreatine (pCr)3) Bovine serum albumin (BSA)4) L-arginine*In addition, a single in-vivo wild-type mouse was imaged.<br><br>Detailed datasets properties are available in the below mentioned reference.<br>Please cite the manuscript's reference in case the data are being used.<br><br>
DOI: 10.5281/zenodo.5645385
title: Radboud Lombard Corpus (Dutch) - Additional Information

description: This dataset contains additioanl files accompanying the Radboud Lombard Corpus (Dutch). Namely, speaker information, sentence information, human ratings, and HEGP ratings.
DOI: 10.5281/zenodo.5645384
title: Radboud Lombard Corpus (Dutch) - Additional Information

description: This dataset contains additioanl files accompanying the Radboud Lombard Corpus (Dutch). Namely, speaker information, sentence information, human ratings, and HEGP ratings.
DOI: 10.3886/e147843
title: Data and Code for: Inside the Box: Safety, Health, and Isolation in Prison

description: This project includes the data appendix, and the replication data and code for the paper "Inside the Box: Safety, Health, and Isolation in Prison." The appendix, a readme file, code, and data are included in a zip file.
DOI: 10.3886/e147843v1
title: Data and Code for: Inside the Box: Safety, Health, and Isolation in Prison

description: This project includes the data appendix, and the replication data and code for the paper "Inside the Box: Safety, Health, and Isolation in Prison." The appendix, a readme file, code, and data are included in a zip file.
DOI: 10.5281/zenodo.4158610
title: Empirical Analysis of Security Vulnerabilities in Python Packages

description: This dataset contains the data files used to analyze our RQs in the manuscript "Empirical Analysis of Security Vulnerabilities in Python Packages". For more information on how to understand the folder structure and dataset, please read the README.md.
DOI: 10.18430/m37skb
title: X-ray diffraction data for the crystal Structure of aspartate-semialdehyde dehydrogenase from Acinetobacter baumannii (7SKB)
DOI: 10.18430/m37sir
title: X-ray diffraction data for the crystal Structure of UDP-N-acetylmuramoylalanine-D-glutamate ligase from Acinetobacter baumannii AB5075-UW (7SIR)