cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21947/awaken/1914202
title: AWAKEN

description: The American WAKE experimeNt (AWAKEN) is a landmark collaborative international wake observation and validation campaign. Wake interactions are among the least understood and most impactful physical interactions in wind plants today, leading to unexpected power losses and increased operations and maintenance costs. The AWAKEN campaign is designed to gather observational data to address the most pressing science questions about wind turbine wake interactions and aerodynamics and to further understand wake behavior and validate wind plant models. Simultaneously, the AWAKEN campaign will also focus on testing of wind farm control strategies that have been shown to increase wind plant power production. Leveraging the expertise and resources of a large body of National Laboratories, academic institutions, and industry partners will lead to improved wind farm layout with greater power production and improved reliability, ultimately leading to lower wind energy costs.
DOI: 10.34740/kaggle/ds/81794
title: Garbage Classification
DOI: 10.34740/kaggle/dsv/7718956
title: Fracture Classification Dataset
DOI: 10.3886/icpsr01202.v1
title: Wages and Risk-Taking in Occupational Credit Unions: Theory and Evidence
title: Version 1

description: Most occupational credit unions serve (in part) as a means for corporate sponsors to deliver tax-favored benefits to their employees. Credit union managers administer this transfer of benefits, but their performance is difficult to measure, particularly in larger credit unions. In this article, the authors develop a model of efficiency wages and optimal risk-taking and then provide empirical evidence from a large sample of occupational credit unions. Higher wage expenses are found in larger credit unions. In addition, the authors find a negative relationship between credit union size and risk-taking. They also find that local deposit-market concentration is a significant factor in explaining wage costs and risk-taking in occupational credit unions.
description: Datasets: 
 
 DS1: Dataset
description: (1) The files submitted for release are 9903ESP.ZIP, which unzips to the program files, 9903ESD.ZIP, which unzips to the data files, and Readme.doc, a description of the data files. (2) These data are part of ICPSR's Publication-Related Archive and are distributed exactly as they arrived from the data depositor. ICPSR has not checked or processed this material. Users should consult the investigator(s) if further information is desired.
DOI: 10.48364/isimip.571261.1
title: ISIMIP3a landuse input data

description: The Inter-Sectoral Impact Model Intercomparison Project (ISIMIP) provides a framework for the collation of a consistent set of climate impact data across sectors and scales. It also provides a unique opportunity for considering interactions between climate change impacts across sectors through consistent scenarios.<br>The ISIMIP3a part of the third simulation round is dedicated to i) impact model evaluation and improvement and ii) detection and attribution of observed impacts according to the framework of IPCC AR5 Working Group II Chapter 18. To this end all simulations are driven by observed socio-economic information combined with either observed (factual) climate data or a detrended (counterfactual) version of the observed climate allowing for the generation of a “no climate change” baseline.<br>This data set provides annual maps of various land use categories. In particular it gives annual maps of both rainfed and irrigated areas of total croplands, of 5 crop categories (C3 annual, C3 perennial, C4 annual, C4 perennial and C3 nitrogen fixing crops) and of 15 crop types/categories (C3 annual disaggregated into: rapeseed, rice, temperate cereals, temperate roots, tropical roots, sunflower, others C3 annual; C3 perennial: (no further disaggregation); C3 nitrogen-fixing disaggregated into: groundnut, pulses, soybean, others C3 nitrogen-fixing; C4 annual disaggregated into: maize, tropical cereals; C4 perennial: sugarcane). Furthermore, maps of pastures, managed rangelands and urban areas are provided.<br>Data is available for the time period: historical (1860-2018).<br>Version 1.1 of this dataset adds the 1901soc scenario with fixed year-1901 direct human influences.
description: The land use data here originates from the historic LUH2 data set (Hurtt et al, 2020, see also https://luh.umd.edu), which in turn is based on HYDE 3.2 (Klein-Goldewijk, 2016), and the Monfreda data set (Monfreda et al, 2008). All variables except for the 15 crops variables were obtained by interpolation from LUH2. The 15 crop variables distribute the coarser 5 crop types according to the Monfreda data set, which gives spatial distribution of 175 different crops in the year 2000, thereby obtaining the 15 crop types maps.
DOI: 10.48514/962k-9866
title: Flexible Array of Radars and Mesonets, non-Radar data, PERILS
DOI: 10.5281/zenodo.6946054
title: Pre-fitted Bayesian models for "Gene panel selection for targeted spatial transcriptomics"

description: simulation_parameters_DARTFISH_slim.rds: Bayesian model fitted on the Zhang dataset. simulation_parameters_MERFISH_slim.rds: Bayesian model fitted on the Moffit dataset. simulation_parameters_osmFISH_slim.rds: Bayesian model fitted on the Codeluppi dataset.
DOI: 10.5281/zenodo.8117483
title: Simulation outputs for the manuscript "Snowball Earth transitions from Last Glacial Maximum conditions provide an independent upper limit on Earth's climate sensitivity"

description: This dataset contains outputs for the simulations shown in the paper "Snowball Earth transitions from Last Glacial Maximum conditions provide an independent upper limit on Earth’s climate sensitivity" by Renoult et al. (submitted). 

The outputs contain different 2D and 3D variables described in the paper and the file "README.txt".
DOI: 10.6084/m9.figshare.26879650
title: Supplementary Material for: Outcomes of Patients with Critical Limb Ischemia and Chronic Kidney Disease: A National Perspective

description: Introduction: Studies exploring the relationship between peripheral arterial disease (PAD), critical limb ischemia (CLI), and chronic kidney disease (CKD) and its effect on in-hospital outcomes are limited. We aimed to analyze the outcomes of patients with CKD and PAD who are admitted for CLI.
Methods: We utilized the National Inpatient Sample (NIS) to capture hospitalizations for CLI from 2012-2020 and then identified cases with concomitant CKD. The primary outcome was mortality, and secondary outcomes were cerebrovascular accident, major bleeding, vasopressor requirement, percutaneous coronary intervention, cardiac arrest, acute respiratory failure, transfusion, length of stay (LOS), and total hospital charges. Multivariable logistic regression was performed to adjust for covariates.
Results: A total of 441,245 patients with CLI were identified, of which 122,370 (27.7%) reported concomitant CKD. Patients with CKD had a higher in-patient mortality (OR 1.68, CI, 1.17-1.68, p &lt; 0.001), vascular complications (OR 1.31, 95% CI, 1.17-1.48, p&lt;0.001), acute kidney injury requiring hemodialysis (OR 3.17, 95% CI, 2.64-3.80, p&lt; 0.001) and major bleeding (OR 1.12, 95% CI 1.05-1.19, p&lt;0.001). Patients with CKD underwent minimally-invasive endovascular therapy (31.08% vs 36.73%, p&lt;0.0001) and invasive procedures (14.73% vs 23.55%, p&lt;0.0001) less often. PAD-CLI with CKD was associated with major (20.54% vs. 16.17%, OR 1.04; p&lt;0.0001) and minor (26.87% vs. 19.53%, OR 1.2, p&lt;0.0001) amputations more often. 
Conclusion: Patients admitted for PAD-CLI with concomitant CKD have significantly higher in-hospital mortality as compared to patients without CKD. Moreover, patients with CKD and PAD-CLI are less likely to receive revascularization and more likely to undergo amputation.
DOI: 10.7488/ds/7515
title: Downstream rounding rate of pebbles in the Himalaya

description: This dataset includes field data, subsequent measurements, and analysis used in the manuscript submitted to the Earth Surface Dynamics journal (https://www.earth-surface-dynamics.net/) on 23/09/2023. The research is part of a PhD project. The manuscript's title is "Downstream rounding rate of pebbles in the Himalaya."
DOI: 10.1285/i20356609v12i3p819
title: Labour Activism and Social Movement Unionism in the Gig Economy. Food Delivery Workers Struggles in Italy

description: This article aims to explore the forms of collective actions that are emerging in new sectors of digital capitalism. In particular, it enquires into the mobilisation of food delivery workers that has been developing since 2016 in four Italian cities: Milan, Turin, Bologna and Florence. Despite the high level of precarisation and atomisation that characterise this subset of gig economy jobs, the so-called riders were able to organise into self-organised workers' collectives, which not only gave rise to many protest events, but also drew the attention of the institutions and the media. What are the conditions and the strategies that made this possible? And, more broadly, what does this case tell us about the possibility of labour activism in gig economy work? We argue that the high level of activation of food delivery workers is to be related to their capability to provide resources for reconstructing social ties among workers and, in turn, for translating them into political engagement and contentious action. This is realised through the combination of three factors that will be scrutinised in the paper. The analysis points out that although precarisation creates significant obstacles to organisation and mobilisation, collective action does actually take place also in the gig economy, in certain conditions.
DOI: 10.21421/d2/xfb1bz
title: District Level Data (DLD) and Dashboard for Agriculture and Allied-sectors in India

description: The District Level Database (DLD) for Indian agriculture and allied sectors provide a comprehensive one-stop-shop for India's rural sector. The DLD time-series data will be used to identify relevant regions/districts in India for targeted programs and development initiatives. It acts as a link between country-level macro data and household-level microdata. The dataset, which consists of district-level data from 1966-2017, covers 592 districts from 20 states. The DLD database has two types of datasets, namely unapportioned and apportioned datasets. The unapportioned dataset corresponds to the current district's data. In contrast, the apportioned dataset was created by giving back the newly formed districts' data to the parent districts based on the geographical area percentage. The DLD database now has three apportioned datasets with 1996, 1991, and 2001 district boundaries. We collated data from various published sources to develop a DLD database. The sources include the department of economics and statistics, the department of agriculture, the department of public works, the department of animal husbandry, the department of horticulture, the ministry of women and child welfare, and the ministry of rural development, etc. both at the center and state level. These data are secondary raw data. However, the database was compiled and organized by ICRISAT from both electronic and hardcopy sources available only in Indian government physical archival records. ICRISAT regularly updates the database, compiles the data into a consistent format: e.g., each row represents a district, the application of uniform district codes and the use of a consistent variable name across files, digitizing the database for open access, creation of user-friendly data products like district snapshots, data visualization, and spatial maps, etc. We haven't used any survey instruments since this was a collection of secondary administrative data. The datasets include metadata, interactive dashboard with other associated documentation available at: http://data.icrisat.org/dld/index.html
DOI: 10.22002/d1.20237
title: Caltech Face Dataset 1999

description: 450 face images. 896 x 592 pixels. JPEG format. 27 or so unique people with different lighting/expressions/backgrounds.
DOI: 10.3886/icpsr04572.v2
title: Survey of Inmates in State and Federal Correctional Facilities, [United States], 2004
title: Version 2

description: This survey provides nationally representative data on inmates held in state prisons and federally-owned and operated prisons. Through personal interviews conducted from October 2003 through May 2004, inmates in both state and federal prisons provided information about their current offense and sentence, criminal history, family background and personal characteristics, prior drug and alcohol use and treatment programs, gun possession and use, and prison activities, programs, and services. Prior surveys of State prison inmates were conducted in 1974, 1979, 1986, 1991, and 1997. Sentenced federal prison inmates were interviewed in the 1991 and 1997 surveys.
description: ICPSR data undergo a confidentiality review and are altered when necessary to limit the risk of disclosure. ICPSR also routinely creates ready-to-go data files along with setups in the major statistical software formats as well as standard codebooks to accompany the data. In addition to these procedures, ICPSR performed the following processing steps for this data collection: Standardized missing values.; Performed recodes and/or calculated derived variables..
description: Response Rates: The overall response rates for state and federal inmates were 89.1 percent and 84.6 percent, respectively.
description: Datasets: DS0: Study-Level Files DS1: Federal Data DS2: State Data
description: Survey of Inmates of State and Federal Correctional Facilities Series
description: computer-assisted personal interview (CAPI)
description: telephone interview
description: Inmates in state and federal prisons in the United States.
description: A two-stage sampling procedure was used. Prisons were selected in the first stage. Inmates within sampled prisons were selected in the second stage.
DOI: 10.48364/isimip.822480.2
title: ISIMIP3a population input data

description: The Inter-Sectoral Impact Model Intercomparison Project (ISIMIP) provides a framework for the collation of a consistent set of climate impact data across sectors and scales. It also provides a unique opportunity for considering interactions between climate change impacts across sectors through consistent scenarios.<br>The ISIMIP3a part of the third simulation round is dedicated to i) impact model evaluation and improvement and ii) detection and attribution of observed impacts according to the framework of IPCC AR5 Working Group II Chapter 18. To this end all simulations are driven by observed socio-economic information combined with either observed (factual) climate data or a detrended (counterfactual) version of the observed climate allowing for the generation of a “no climate change” baseline.<br>This dataset contains the national and gridded historical population data for ISIMIP3a. Estimates are available for total as well as urban and rural population counts.<br>With version 1.1, we provide gridded population data, that is based on HYDE v3.3 (private communication with K. Klein Goldewijk, to be published). Just like the original dataset we provide total, rural and urban population per grid cell.<br>Version 1.2 corrects a mistake in the coastal regions that led to a too high population in those grid cells.
description: The population data are adopted from HYDE v3.3 (private communication with K. Klein Goldewijk, to be published). Just like the original dataset we provide total, rural and urban population per grid cell. The original data was on a 1/12°×1/12° grid and has been interpolated to ISIMIP's 1/2°×1/2° grid via cdo remapcon. Furthermore, the map was modified to comply with the ISIMIP fractional land-sea-mask (Perrette 2022).<br>Before the year 2000 HYDE provides data every ten years, the intermediate years have been filled by linear interpolation. Also, the original HYDE data ends in 2020, so to cover the whole ISIMIP3a time frame the final year 2020 has been duplicated as 2021. This way annual coverage of 1850 to 2021 has been achieved.<br>All grid cells of a country, as defined by the ISIMIP fractional country map (Perrette 2022), have been rescaled such that the country's total population matches the numbers provided in the national population data (United Nations 2009). Since the national data only starts in 1950, all years prior to 1950 have been rescaled by the scaling factors of 1950.
DOI: 10.48514/jbjz-kf06
title: Flexible Array of Radars and Mesonets, Radar Data, PERILS
DOI: 10.48514/k7wx-np56
title: PERILS 2023 radar data
DOI: 10.48579/pro/pqpvtr
title: Données chrono-systémiques pour le socio-ecosystème de la Ligne Maginot Aquatique (Timeline data for the social-ecological system of the Maginot Aquatic Line)

description: Des données hétérogènes décrivant le socio-hydrosystème de la ligne Maginot aquatique ont été collectées dans différents médias, par différentes méthodes, auprès de différentes agences et/ou personnes. Elles sont regroupeés suivant les différentes composantes du schéma conceptuel des Zones Ateliers (Contraintes externes, modèle social, aménagements/pratiques, modèle biophysique, services et diservices), avec un focus sur les digues et les étangs construits dans les années 1930 pour créer sur ordre des inondations défensives. Les données sont formatées pour être lues et interprétées par le logiciel ZATimeline.
DOI: 10.5067/gpm/gmi/gprofclim/2a/07
title: GPM GMI (GPROF) Climate-based Radiometer Precipitation Profiling L2A 1.5 hours 4 km x 4 km V07
DOI: 10.5281/zenodo.3516613
title: Viral zoonotic risk is homogenous among taxonomic orders of mammalian and avian reservoir hosts

description: Data and code for the paper "Viral zoonotic risk is homogenous among taxonomic orders of mammalian and avian reservoir hosts".
DOI: 10.5281/zenodo.7267904
title: sammsherman27/CoralReefSharkRayIUCN: Data and Code Used in Sherman et al. 2022 - Half a century of rising extinction risk of coral reef sharks and rays

description: Code and data to reproduce analyses in Sherman et al. 2022 Half a century of rising extinction risk of coral reef sharks and rays.
DOI: 10.5281/zenodo.7740464
title: Cryo-ET tilt series of human GBP1 coatomers assembled on SUVs

description: Uncorrected frame stacks of cryo-tomographic tilt series acquired for human GBP1 coaotomers assembled on small unilamellar vesicles.
DOI: 10.5284/1000051
title: Kissonerga-Mylouthkia, Cyprus 1976-1996

description: The Lemba Archaeological Project of the University of Edinburgh investigates the prehistory of western Cyprus by multi-site excavations and survey. Kissonerga-Mylouthkia is one of the three Lemba cluster sites that constitute the core of its excavation research in the Ktima Lowlands, some 5 km north of the modern city of Paphos. The project archive available to download consists of the final published report, specialist data and photographs.
DOI: 10.5517/cc6njhv
title: CCDC 198477: Experimental Crystal Structure Determination

description: Related Article: J.G.Stowell, S.R.Byrn, G.Zografi, M.Yoshioka|2002|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.25853476
title: Supplementary Material for: Stratum corneum hydration measurements with a Bluetooth wireless probe: A real life study at home compared to measurements under laboratory conditions

description: Introduction and aims: Non-invasive measurement of the stratum corneum hydration (SCH) with capacitance-based instrumentation is established in dermatological and cosmetic studies. 
We wanted to test the reliability of non-invasive self-measurements for SCH performed under real-life conditions by volunteers with a Bluetooth-based (wireless) probe Corneometer® (CM825i) transmitting the data via a smartphone application to a central server. Probes and smartphones communicated using Bluetooth Low Energy (BLE). Data from the smartphone was securely transferred to a remote server in a different country with TLS encryption using HTTPS protocols. CM825i values were correlated with the established CM825 under laboratory conditions. The primary endpoint was the correlation of the two probes. Secondary endpoints were the coefficient of variation (CV) and delta values (before and after treatment). 
Material and methods: 18 healthy volunteers (f:8; m:10) participated in the prospective observational study. The real-world home use of the wireless CM825i was performed before and after treatments with base cream-DAC for 7 days. 
Results: Both instruments showed a significant and relevant correlation (p&lt;0.0001; Spearman coefficient r=0.8647). CM825i and CM825 differentiate significantly between normal and high SCH. Both devices showed comparable robustness in repeated measurements with a CV between 5.6% and 9.2%. 
Conclusion: We could show a significant correlation between both devices and a comparable differentiation between low and high SCH and comparable CVs. The real-life use demonstrated adequate acquiring and transmitting of in-vivo data to a smartphone and subsequently, transmitting to the secure-server with low numbers of missed transmissions (&lt;0.2%) and missed measurements (&lt;5%).
DOI: 10.6084/m9.figshare.26984638
title: Supplementary Material for: Glomerular Hematuria as a Predictor of Renal Prognosis in Malignant Hypertension Patients with Thrombotic Microangiopathy: A Propensity Score-matched Analysis of a Biopsy-based Cohort Study

description: Introduction: Malignant hypertension (mHTN) is a hypertensive emergency. Thrombotic microangiopathy (TMA) is a widespread complication of mHTN. Few studies have evaluated whether glomerular hematuria provides prognostic information for renal dysfunction in patients with mHTN-associated TMA.
Methods: This observational cohort study included 292 patients with mHTN-associated TMA based on renal biopsy. Propensity score matching (PSM) analysis was conducted to adjust for clinical characteristics in a comparison between with and without glomerular hematuria. Cox regression was employed to identify risk factors for renal prognosis. 
Results: A total of 70 patients with glomerular hematuria were compared to 222 patients with non-glomerular hematuria. After PSM, 67 pairs of patients with mHTN-associated TMA were matched. Patients with glomerular hematuria exhibited lower serum albumin levels, higher 24-hour proteinuria, and a higher prevalence of glomerular sclerosis than those with non-glomerular hematuria. Glomerular hematuria was independently associated with deteriorated renal function compared with non-glomerular hematuria (HR, 0.51; 95% CI, 0.29–0.89, P = 0.019). This association remained significant after PSM (HR, 0.51; 95% CI, 0.28–0.91, P = 0.022). Additionally, glomerular hematuria was independently associated with renal replacement therapy (RRT) (HR, 3.14; 95% CI, 1.87–5.26, P &lt; 0.001). This difference remained significant after PSM comparison (HR, 2.41; 95% CI, 1.34–4.33, P = 0.003). Furthermore, despite intensive blood pressure control, patients with glomerular hematuria experienced a higher incidence of RRT and a poorer recovery in renal function, specifically a 25% reduction of creatinine levels, compared to patients with non-glomerular hematuria. Conclusion: Glomerular hematuria is significantly associated with an increased risk of adverse renal outcomes in patients with mHTN-associated TMA.