cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5066/p9ywr0oj
title: Irrigation water use reanalysis for the 2000-20 period by HUC12, month, and year for the conterminous United States (ver. 2.0, September 2024)

description: This data release provides a monthly irrigation water use reanalysis for the period 2000-20 for all USGS Watershed Boundary Dataset of Subwatersheds (HUC12) in the conterminous United States (CONUS). Results include reference evapotranspiration (ETo), actual evapotranspiration (ETa), irrigated areas, consumptive use, and effective precipitation for each HUC12. ETo and ETa were estimated using the operational Simplified Surface Energy Balance (SSEBop, Senay and others, 2013; Senay and others, 2020) model executed in the OpenET (Melton and others, 2021) web-based application implemented in Google Earth Engine. Results provided by OpenET/SSEBop were summarized to hydrologic response units (HRUs) in the National Hydrologic Model (NHM; Regan and others, 2019) to estimate consumptive use and effective precipitation on irrigated lands. Irrigated lands for the CONUS were provided by the Landsat-based Irrigation Dataset (LANID; Xie and others, 2019) for each year of the reanalysis period. Consumptive use estimates provided by the NHM were disaggregated to HUC12s using area weighted intersections with HRUs and the relative proportion of irrigated lands in each intersected area.

This data release includes data and source code required to develop the irrigation reanalysis workflow along with the scripts and data required to replicate the output results. The workflow has three main steps that were automated using python scripts: 1) convert daily OpenET/SSEBop results into input for the NHM, 2) run a modified version of the NHM that is an application of the GSFLOW software package (GSFLOW version 2.3) to estimate daily results, and 3) post-process NHM results to monthly, then summarize and disaggregate ETo, ETa, irrigated areas, consumptive use, and effective precipitation to all HUC12s in the CONUS for the period 2000-20.

The main page of this data release hosts the final outputs of the irrigation water use reanalysis, a user guide, along with a zip file that contains the data and scripts to recreate the workflow.

There are two child items:

NHM input and output &ndash; intermediary files created during the irrigation reanalysis workflow as NHM input and output.

LANID: Landsat-based irrigation dataset for CONUS 2018-20 &ndash; Irrigated lands for the CONUS.
DOI: 10.5281/zenodo.13377499
title: The experimental data of three-axis fluxgate instrument installation orientation error correction
DOI: 10.5281/zenodo.6570994
title: DFT-computed datasets for cation ordering in double perovskites

description: This repository has datasets on cation ordering of double perovskites, computed using density functional theory. The README.md file gives descriptions of each of the datasets available via this repository.
description: Github link: https://github.com/aghosh92/Cation-Ordering-ML This effort (machine learning) is based upon work supported by the U.S. Department of Energy (DOE), Office of Science, Office of Basic Energy Sciences Data, Artificial Intelligence and Machine Learning at DOE Scientific User Facilities (A.G.). Part of this research was conducted at the Center for Nanophase Materials Sciences, which is a DOE Office of Science User Facility. A.G. acknowledges Dr. Sergei V. Kalinin (ORNL) and Dr. Maxim Ziatdinov (ORNL) for introduction to causal modeling. S.G. acknowledges DST-SERB Core Research Grant File No. CRG/2018/001728 for funding. G.P. and S.G. thank High Performance Computing Center, SRM IST KTR for providing the computational facility.
description: {"references": ["https://arxiv.org/abs/2201.04970"]}
DOI: 10.5441/001/1.bj96m274
title: Data from: Wind estimation based on thermal soaring of birds

description: NOTE: An updated and larger version of this dataset is available. See doi:10.5441/001/1.ck04mn78. ABSTRACT: The flight performance of birds is strongly affected by the dynamic state of the atmosphere at the birds' locations. Studies of flight and its impact on the movement ecology of birds must consider the wind to help us understand aerodynamics and bird flight strategies. Here, we introduce a systematic approach to evaluate wind speed and direction from the high-frequency GPS recordings from bird-borne tags during thermalling flight. Our method assumes that a fixed horizontal mean wind speed during a short (18 seconds, 19 GPS fixes) flight segment with a constant turn angle along a closed loop, characteristic of thermalling flight, will generate a fixed drift for each consequent location. We use a maximum-likelihood approach to estimate that drift and to determine the wind and airspeeds at the birds' flight locations. We also provide error estimates for these GPS-derived wind speed estimates. We validate our approach by comparing its wind estimates with the mid-resolution weather reanalysis data from ECMWF, and by examining independent wind estimates from pairs of birds in a large dataset of GPS-tagged migrating storks that were flying in close proximity. Our approach provides accurate and unbiased observations of wind speed and additional detailed information on vertical winds and uplift structure. These precise measurements are otherwise rare and hard to obtain and will broaden our understanding of atmospheric conditions, flight aerodynamics, and bird flight strategies. With an increasing number of GPS-tracked animals, we may soon be able to use birds to inform us about the atmosphere they are flying through and thus improve future ecological and environmental studies.
DOI: 10.1285/i20398573v7n1p61
title: Translating Austerity. The Formation and Transformation of EU Economic Constitution as Discourse

description: The European Constitution is not a single text. Rather, it emerged, changed over time, and developed an incomplete and constantly transforming ensemble of texts, rules, institutions, competences and implementation procedures. The notion of dispositif grasps the form, outlook and logic of European economic governance and agenda-setting practices to analyse the logic of economic constitutionalism based on complex translation processes. With the ‘discursive pentagon' model, the paper will show how an economic idea, grounded within the European constitution, was implemented by Greece, Italy, and Portugal through different forms of translation in the aftermath of 2009 financial crisis. The paper argues that austerity was part of the EU constitutional system moved through a mechanism of interpretation consisting of different stages, tools and discourses before it was finally (un)realised in different member states. The interpretative flexibility of the EU economics apparatus is finally illustrated by a discourse analysis of the European semester.
DOI: 10.1285/i22390359v47p297
title: Frames Featuring in Epidemiological Crisis Communication. A Frame-Semantic Analysis of Pandemic Crisis Communication in Multilingual Belgium

description: To date, frame-semantic theory has been applied to various domain-specific discourses, such as legal, economic, and even oenological discourses. Yet, epidemiological crisis communications form a domain-specific discourse tradition which has been left untouched by frame-semanticists. As such, we will conduct a descriptive pilot study which will consider some of the frames present in these texts. To this end, we collected a pilot corpus of Dutch COVID-19-related crisis communications from the Belgian government, which according to previous research (Liégeois, Mathysen 2022) can, in fact, be regarded as epidemiological crisis communications. More concretely, we considered the frames in which five terms – virus, coronavirus, COVID-19, epidemie and pandemie – inherent to this domain could occur and investigated the following three research questions: In which frames do our five target terms resurface within this domain- specific discourse tradition (RQ1)? Which functions do these frames fulfil within this domain-specific discourse tradition and can other domain-specific features (e.g., regarding the FEs of these frames) be found (RQ2)? Can these frames and their functions be linked back to the communicative strategies singled out by previous research on these Belgian epidemiological crisis communications (RQ3)?
DOI: 10.13026/jpan-6n92
title: Pulse Transit Time PPG Dataset

description: We provide an open access, high resolution and time synchronised dataset from
multiple sensors worn at different body locations including Photoplethysmogram
(PPG), Inertial, Pressure and ECG. The recordings are from 22 healthy subjects
performing 3 physical activities. This dataset contains 66 waveform records
from multi-site and multi-wavelength PPGs, sensors' attachment pressures,
sensors' temperatures, inertial data from accelerometer and gyroscope, along
with annotated ECG data for a total of 19 channels. Additionally, systolic and
diastolic blood pressures, as well as blood oxygenation saturation levels
(SpO2) numerics are provided.
DOI: 10.4231/k4rn35sh
title: Indiana Traffic Signal Hi Resolution Data Logger Enumerations

description: This document defines the enumerations used to encode events that occur on a traffic signal controllers with high resolution data loggers. The time resolution is to the nearest 100 milliseconds.  Background information on the development of high resolution controller data in Indiana can be found at:      Smaglik E.J., A. Sharma, D.M. Bullock, J.R. Sturdevant, and G. Duncan, “Event-Based Data Collection for Generating Actuated Controller Performance Measures," Transportation Research Record, #2035, TRB, National Research Council, Washington, DC, pp.97-106, 2007.http://dx.doi.org/10.3141/2035-11  Recent applications of high resolution data to develop traffic signal performance measures in Indiana can be found at:      Outcome-Oriented Performance Measures for Management of Signalized Arterial Capacity http://dx.doi.org/10.3141/2192-03      Track Clearance Performance Measures for Railroad-Preempted Intersections http://dx.doi.org/10.3141/2192-06      Reliability, Flexibility, and Environmental Impact of Alternative Objective Functions for Arterial Offset Optimization http://dx.doi.org/10.3141/2259-02      Visual Education Tools to Illustrate Coordinated System Operation http://dx.doi.org/10.3141/2259-06.
DOI: 10.5281/zenodo.10307826
title: Atmospheric Surface Flux Station #30 measurements (level 1 Raw), Study of Precipitation, the Lower Atmosphere and Surface for Hydrometeorology (SPLASH), September 2021-July 2023

description: Raw (Level 1) measurements from the Atmospheric Surface Flux Station #30 (ASFS-30) deployed at the Kettle Ponds Annex site (38°56.3686' N, 106°58.1781' W) during the Study of Precipitation, the Lower Atmosphere, and Surface for Hydrometeorology (SPLASH) campaign near Gothic, Colorado, from September 2021 through July 2023. The ASFS measured variables comprising the surface energy budget, surface momentum flux, near-surface meteorology, and soil properties.  These measurements are included in three netCDF files per day. The "slow" files are for 1-minute averages of the measured variables, including near-surface meteorology, surface height change (due to accumulating/ablating snow), and upwelling and downwelling shortwave and longwave radiative fluxes. The "fast" files are for data at 20 Hz resolution including 3-dimensional wind, temperature, and gas concentrations of water vapor and carbon dioxide. These data are raw measurements with technical corrections applied but no quality assurance. A detailed documentation of the measurement will be provided in a forthcoming publication. For scientific purposes, we recommend using the Level 2 data files when they are available, as these will include full quality control as well as higher-order derived products.
DOI: 10.5281/zenodo.10327410
title: Continuous snow temperature profiles from the Snow Ice Mass Balance Apparatus (SIMBA) (level 1 Raw), Study of Precipitation, the Lower Atmosphere and Surface for Hydrometeorology (SPLASH), November 2022-June 2023

description: Raw (Level 1) measurements from the Snow Ice Mass Balance Apparatus (SIMBA) deployed at the Avery Picnic site (~ 38°58.345' N, 106°59.811' W) during the Study of Precipitation, the Lower Atmosphere, and Surface for Hydrometeorology (SPLASH) campaign near Gothic, Colorado, from November 2021 through June 2023. The SIMBA, originally designed for observing the mass balance of sea ice, is comprised of a thermistor chain with 2 cm spacing (Jackson et al., 2013). This system was configured for terrestrial snowpack by the manufacturer, SAMS Enterprise, to the specifications for SPLASH. The chain was installed suspended from a tripod and fixed to a rigid plastic bar near in time to the onset of snowpack in November 2022. The lowest 10 cm of the chain were buried within the soil. The top of the chain reached approximately 180 cm above the soil surface and snow was permitted to accumulate around the chain throughout the winter of 2022-2023. In the files, negative values of the "height" vector are below the soil surface and positive levels are above, which may be either snow or air depending on the snow depth. The system also uses a low-power heating cycle to measure thermistor's temperature response time for aiding in determining material interfaces: see Jackson et al. (2013) for details. 
There are several cautions to be aware of when using these data. The data has been ingested into daily netCDF and metadata (in attributes) have been provided but no quality control has been carried out on this raw version of the data set. From 1 November through 22 December 2022, the sensor obtained profiles every 10 min after which corruption of the configuration file reverted the profiles to every 6 hours (0, 6, 12, and 18 UTC). After 1 January a problem in the firmware caused the system to lose connection to the time-synching GPS network and therefore the clock drifted from January through June 2023 (the maximum potential time stamping error is likely < 81 sec). Finally, from 23 March through 4 April 2023, the depth of the snow at the location of the sensor was deeper than 180 cm and thus measurements in the upper part of the snowpack were not observed then.
Jackson, K., J. Wilkinson, T. Maksym, D. Meldrum, J. Beckers, C. Haas, and D. Mackenzie (2013) A novel and low-cost sea ice mass balance buoy. Journal of Atmosphere and Oceanic Technology, 30(11), 2676-2688, https://doi.org/10.1175/JTECH-D-13-00058.1.
DOI: 10.5281/zenodo.12800152
title: Source data for figures in the main text of the publication: "Iron-catalyzed cooperative red-ox mechanism for the simultaneous conversion of nitrous oxide and nitric oxide"

description: Source data for figures 2, 4, 5 and 6 present in the main text of the manuscript titled: "Iron-catalyzed cooperative red-ox mechanism for the simultaneous conversion of nitrous oxide and nitric oxide"
DOI: 10.5281/zenodo.12820751
title: Impacts of on-road vehicular emissions on U.S. air quality: A comparison of two mobile emission models (MOVES and FIVE)

description: Here presented CMAQ outputs used for paper of "MImpacts of on-road vehicular emissions on U.S. air quality: A comparison of two mobile emission models (MOVES and FIVE)"
DOI: 10.5281/zenodo.8185736
title: Dataset: Music Industry Professionals' Perspectives on Music Streaming Services and Recommendation

description: <strong>Questionnaire response data set</strong><br> Here, we include the data retrieved from participants at Eurosonic Noorderslag 2023, as described in the paper cited above.<br> When using, analyzing, or publishing this data in any way, please make sure to attribute it to the authors and cite it accordingly.<br> <br> We include the data in .xlsx, .csv format (semicolon-separated, and .tsv format (tab-separated). We suggest using the Excel file, as its layout makes it more easily readable.<br> <br> The complete question list as used in the questionnaire is published separately on https://doi.org/10.5281/zenodo.8121151.<br> <br> <strong>Paper title</strong><br> Looking at the FAccTs: Exploring Music Industry Professionals’ Perspectives on Music Streaming Services and Recommendations<br> <br> <strong>Paper abstract</strong><br> Music recommender systems, commonly integrated into streaming services, help listeners find music. Previous research on such systems has focused on providing the best possible recommendations for these services' consumers, as well as on fairness for artists who release their music on streaming services. While those insights are imperative, another group of stakeholders has been omitted so far: the many other professionals working in the music industry. They, too, are (in)directly affected by music streaming services. Therefore, this work explores the perspective of music industry professionals. We present a study that addresses the role of streaming services and recommender systems in their jobs. Results indicate this role is significant. Furthermore, participants feel that music recommender systems lack transparency and are insufficiently controllable, for both customers and artists. Finally, participants desire that music streaming services take charge of increasing recommendation diversity, and variety in consumers' listening behavior and taste. <strong>Citation</strong><br> Karlijn Dinnissen, Isabella Saccardi, Marloes Vredenborg, and Christine Bauer. 2023. Looking at the FAccTs: Exploring Music Industry Professionals’ Perspectives on Music Streaming Services and Recommendations. In 2nd International Conference of the ACM Greek SIGCHI Chapter (CHIGREECE 2023), September 27–28, 2023, Athens, Greece. ACM, New York, NY, USA, 5 pages. https://doi.org/10.1145/3609987.3610011
DOI: 10.5284/1028192
title: Roman Amphorae: a digital resource

description: This website is an online and introductory resource for the study of Roman amphorae, rather than a definitive study of all amphorae for specialists. It encompasses most of the principal types manufactured throughout the Roman empire between the late third century BC and the early seventh century AD. It builds upon two works published in the 1980s (Peacock and Williams, 1986; Keay, 1984) and presents basic typological information for c. 250 forms. There are basically three main sections to the website: Amphora types, fabric types and bibliographic references. These are supported by  additional background information on the resource and search tools. The information is organised in such a way as to allow a user to browse in a non-linear fashion, with hyperlinks between related concepts. For example, a user may wish to find an amphora type by name initially, then find amphorae which share a particular characteristic, and finally view which fabrics are associated with these amphorae. Alternatively, a user may be interested in a particular fabric and begin by searching the catalogue of fabric types before viewing particular amphorae of interest and finally associated references. A third option would be to search for a particular reference of interest and follow the links through to see which amphora are referred to by the specified reference. As such, there are a number of starting points and paths through the information resource.
DOI: 10.6084/m9.figshare.20377119.v3
title: Simulation Data of Employee's Cooperation and Conflict Behavior.csv

description: This file contains data received from the simulation model in our research, which is used for cusp catastrophe analysis.
DOI: 10.6084/m9.figshare.26965915.v3
title: Podiatry risk in diabetic pilgrims: a prospective study in Tunisia

description: Background: Each year, over 340,000 diabetic patients across the world travel to Saudi Arabia for the Hajj pilgrimage. As they carried out important rituals, several complications might be encountered, particularly foot lesions. We’ve been therefore interested, through this study, in the assessment of podiatric risk in diabetic pilgrims.Methods: A prospective longitudinal study was conducted in the region of Sousse, Tunisia. The evaluation of diabetic patients preparing for the pilgrimage was conducted in two phases, before and after the pilgrimage.Results: forty-three diabetic patients planning to perform pilgrimage were included in the study. Post-pilgrimage clinical exams revealed hyperkeratosis (96.8%) and superficial fungal infections (61.3%) as the most common podiatric lesions. Foot ulcers attributed to trauma from walking were found in 7% of patients. Our data showed a significant association between foot ulcer risk and lower total cholesterol (p=0.02), HDL cholesterol (p=0.02), LDL cholesterol (p=0.01), as well as higher triglyceride levels (p=0.04) only in univariate analysis. Other diabetes-related risk factors did not show significant correlations.Conclusion: Given the increased risk of foot lesions in diabetic pilgrims, a thorough assessment and tailored management based on individual risk levels are essential before, during, and after the pilgrimage.
DOI: 10.6084/m9.figshare.26984176
title: Supplementary Material for: Prediction model of in-hospital death for AECOPD patients admitted to ICU: the PD-ICU score

description: Introduction: Patients with acute exacerbation of chronic obstructive pulmonary disease (AECOPD) admitted to intensive care unit (ICU) are exposed to poor clinical outcomes, and no specific prognostic models are available among these population. We aimed to develop and validate a risk score for prognosis prediction for these patients.
Methods: This was a multicenter observation study. AECOPD patients admitted to ICU were included for model derivation from a prospective, multicenter cohort study. Logistic regression analysis was applied to identify independent predictors for in-hospital death and establish the prognostic risk score. The risk score was further validated and compared with DECAF, BAP-65, CURB-65 and APACHE Ⅱ score in another multicenter cohort.
Results: Five variables were identified as independent predictors for in-hospital death in APCOPD patients admitted to ICU, and a corresponding risk score (PD-ICU score) was established, which was composed of Procalcitonin&gt;0.5ug/L, Diastolic Blood Pressure&lt;60mmHg, Need for Invasive Mechanical Ventilation, Disturbance of Consciousness and Blood Urea Nitrogen&gt;7.2mmol/L. Patients were classified into three risk categories according to PD-ICU score. The in-hospital mortality of low-risk, intermediate-risk, and high-risk patients were 0.3%, 7.3%, and 27.9%, respectively. PD-ICU score displayed excellent discrimination ability with an area under the receiver operating characteristic curve (AUC) of 0.815 in the derivation cohort and 0.754 in the validation cohort which outperformed other prognostic models. 
Conclusion: We derived and validated a simple and clinician-friendly prediction model (PD-ICU score) for in-hospital mortality among AECOPD patients admitted to ICU. With good performance and clinical practicability, this model may facilitate early risk stratification and optimal decision-making among these patients.
DOI: 10.7295/w9ccdb6843
title: CCDB:6843, mus musculus, Neuroblastoma