cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.18164/e1df5764-1eec-4a9f-9c03-f515b396b717
title: Total Gaseous Mercury (TGM)
title: Mercure gazeux total

description: At all locations the TGM measurements were made using automatic Tekran ® 2537 mercury vapour analyzers (described in detail in Poissant, 1997). The air is typically sampled at flow rates between 1.0 and 1.5 L/min (depending on location) and is passed through a Teflon filter (47 mm diameter; 0.45 µm) at the sample line inlet to remove particulate matter. Inside the analyzer, the mercury in the sample air is pre-concentrated before analysis by amalgamation on gold cartridges (5-30 minute concentration time). Mercury is removed from the gold cartridges by thermal desorption and is detected using Cold Vapour Atomic Fluorescence Spectrophotometry (CVAFS). The analyzer has two gold cartridges which allow alternating accumulation and desorption to occur simultaneously resulting in the continuous measurement of mercury in the air stream at 5-30 minute intervals. The instruments are calibrated daily using an internal mercury source and verified during routine site audits by manual injections of mercury from an external source. The data are quality controlled using the Environment Canada RDMQ (Research Data Management and Quality Control) system.
description: Dans tous les sites, les mesures du mercure gazeux total sont effectuées par un analyseur automatique de vapeur de mercure Tekran® modèle 2537 (décrit en détail par Poissant, 1997). L’air est habituellement échantillonné à des débits entre 1 et 1,5 L/min (selon le site) et, pour éliminer les matières particulaires, traverse un filtre de téflon (diamètre de 47 mm; pores de 0,45 µm) à l’entrée de la conduite de prélèvement des échantillons. Dans l’analyseur, le mercure dans l’air échantillonné est préconcentré avant l’analyse, par amalgamation sur des cartouches en or (durée de concentration de 5 à 30 min.). Le mercure est retiré des cartouches en or par désorption thermique et est détecté par spectroscopie à fluorescence atomique à vapeur froide. L’analyseur possède deux cartouches en or, ainsi les opérations simultanées de recharge et de désorption permettent la mesure continue du mercure dans le flux d’air, avec un cycle de 5 à 30 minutes. Les instruments sont étalonnés chaque jour par rapport à une source de mercure interne et ils sont vérifiés lors des contrôles de routine des sites par des injections manuelles de mercure à partir d’une source externe. Les données sont soumises au contrôle de qualité du Système de gestion et de contrôle de la qualité des données de recherche (RDMQ) d’Environnement Canada.
DOI: 10.26207/1nsq-v190
title: Mechanisms for Employees to Reach a Hopeful Career State in Covid-19: A Systems Perspective
DOI: 10.4119/unibi/2993330
title: Data publication for: The Self-Control Ability Scale: Measuring a Key Construct of Situational Action Theory

description: Situational Action Theory (SAT) has emerged as a prominent theory of crime and delinquency. It includes a new conceptualization of self-control, which emphasizes its role in enabling individuals to adhere to their morality when deliberating about deviant and non-deviant action alternatives. However, existing self-control scales do not directly capture this role of self-control as a guardian of personal morality when externally challenged. To close this gap, we developed and validated the Self-Control Ability Scale (SCAS) to measure an individual’s self-perceived ability to withstand temptation, provocation, or social pressure when they conflict with their personal morality. We present the results of four studies that provide evidence for the three-dimensional structure of the SCAS, the reliability of its measures, its validity, and its measurement invariance across age, gender, and language. The SCAS promises more informative tests of SAT and new insights into individuals’ ability to adhere to their morality when challenged.
DOI: 10.4225/28/582d4f159318c
title: Science fiction and fantasy experience survey
DOI: 10.5255/ukda-sn-6614-10
title: Understanding Society: Waves 1-7, 2009-2016
DOI: 10.5281/zenodo.12687462
title: A Dynamic, D-dimer-based Thromboprophylaxis Strategy in Patients with COVID-19
DOI: 10.5281/zenodo.12787594
title: Data set, Model, and Catalog for: Data-driven stellar intrinsic colors and dust reddenings for spectro-photometric data

description: Intrinsic colors of stars are essential for the studies on both stellar physics and dust reddening. In this work, we developed an XGBoost model to predict the stellar intrinsic colors with the atmospheric parameters, Teff , log g, and [M/H], which is an improvement of the widely used blue-edge method. The dust reddening toward each line-of-sight can then be calculated by the observed colors minus the derived intrinsic colors.

Here we provide the related data sets:



xgb_model.pkl: the trained XGBoost model.

use_xgb.py: a simple script showing how to use the XGBoost model to predict intrinsic colors.

data_set.fits: this fits file contains the training and test sets, separated into four data arrays:



X_train: X-data (teff,logg,mh) of the training set.

X_test:  X-data (teff,logg,mh) of the test set.

y_train: y-data (BP-RP, BP-Ks, J-Ks) of the training set.

y_test:  y-data (BP-RP, BP-Ks, J-Ks) of the test set.



IC_catalog.csv: a catalog containing a representative set of intrinsic colors at three bands ('BPRP0', 'BPK0', and 'JK0' in columns) as a function of typical Teff, logg, and [M/H] ('teff', 'logg', and 'mh' in columns).


With the above data and model, users can apply the trained XGBoost to new sources to predict their intrinsic colors and calculate their dust reddenings. One can further control the quality of the prediction by selecting training-like sources with the training set and estimating the generalization error by the test set.
DOI: 10.5281/zenodo.13830794
title: Neurotransmitter release is triggered by a calcium-induced rearrangement in the Synaptotagmin-1/SNARE complex primary interface
DOI: 10.5281/zenodo.4519547
title: Assateague Island 2015 (ASIS15) Morphodynamic Data

description: This repository contains data collected as part of a post-Hurricane Sandy assessment of the Assateague Island National Seashore in 2014-2015 (see also Pendleton et al., 2016). The data is composed of hydrodynamic measurements collected with a Teledyne RDI Workhorse Sentinel 600 kHz acoustic Doppler current profiler (ADCP) and time-lapse sonar imagery of the seabed collected with an Imagenex 881 2.25MHz Tilt-head fanbeam rotary sonar (RS). The dataset shows time-evolving bedform dynamics and bioturbation in a sorted bedform before and after Hurricane Joaquin (2015). Acknowledgments:<br> U.S. National Park Service award (P14AC00380)<br> U.S. Geological Survey award (G14AC00088) For additional contextual data, see also:<br> Pendleton, E.A., Ackerman, S.D., Baldwin, W.E., Danforth, W.W., Foster, D.S., Thieler, E.R., and Brothers, L.L., 2016, High-resolution geophysical data collected along the Delmarva Peninsula, 2014, USGS Field Activity 2014-002-FA (ver. 4.0, October 2016): USGS data release, https://doi.org/10.5066/F7MW2F60
description: Grants: U.S. National Park Service award (P14AC00380) U.S. Geological Survey award (G14AC00088)
DOI: 10.5281/zenodo.6355709
title: Maker Laboratories in the metropolitan areas of Barcelona and Milan

description: Dataset of the Maker Laboratories in the metropolitan areas of Barcelona and Milan. The research behind this dataset has taken place at the Politecnico di Milano during Massimo Menichinelli's stay as Senior Resident Researcher from 01/02/2021 to 08/01/2022.
DOI: 10.5281/zenodo.6795735
title: Coleoptera of the California Channel Islands - digitized specimen records

description: This is a curated dataset containing over 26,000 digitized specimen records from the California Channel Islands belonging to the order Coleoptera (beetles). The live dataset is managed in the data portal 'Ecdysis' and can be accessed here: https://serv.biokic.asu.edu/ecdysis/collections/list.php?datasetid=2,3,4,5,6,7,8,9 Subsets of records for each of the 8 individual Channel Islands can be found here: San Clemente - https://serv.biokic.asu.edu/ecdysis/collections/list.php?datasetid=2 San Nicolas - https://serv.biokic.asu.edu/ecdysis/collections/list.php?datasetid=3 Santa Catalina - https://serv.biokic.asu.edu/ecdysis/collections/list.php?datasetid=4 Santa Barbara - https://serv.biokic.asu.edu/ecdysis/collections/list.php?datasetid=5 San Miguel - https://serv.biokic.asu.edu/ecdysis/collections/list.php?datasetid=6 Santa Rosa - https://serv.biokic.asu.edu/ecdysis/collections/list.php?datasetid=7 Santa Cruz - https://serv.biokic.asu.edu/ecdysis/collections/list.php?datasetid=8 Anacapa - https://serv.biokic.asu.edu/ecdysis/collections/list.php?datasetid=9
DOI: 10.5281/zenodo.7454576
title: Borealization of Arctic zooplankton—smaller and less fat zooplankton species in Disko Bay, Western Greenland

description: Data for chlorophyll a and copepods in Figure 2 in the publication, doi: 10.1002/lno.11380
DOI: 10.5517/cc3gcc8
title: CCDC 103179: Experimental Crystal Structure Determination

description: Related Article: Chunhua Yan, Zhi Lu, Zhemin Wang, Chunsheng Liao|2001|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: 10.5517/ccdc.csd.cc1m000n
title: CCDC 1489550: Experimental Crystal Structure Determination

description: Related Article: Peter G. Jones, Nora Geissler|2016|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: 10.5517/ccdc.csd.cc1m001p
title: CCDC 1489551: Experimental Crystal Structure Determination

description: Related Article: Peter G. Jones, Nora Geissler|2016|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: 10.5684/soep.iab-bamf-soep-mig.2016
title: IAB-BAMF-SOEP-Befragung Geflüchteter 2016
title: IAB-BAMF-SOEP Survey of Refugees 2016
DOI: 10.6084/m9.figshare.22217824.v1
title: Secretome carbon clearance assay dataset

description: 4 groups mice received intramuscular injection of secretome as much as 0.025 ml in. The first group received 0.00625 ml of secretome intramuscularly in each thigh (dose 1). The second group received 0.0125 ml of secretome intramuscularly in each thigh (dose 2). The third group received 0.025 ml of secretome intramuscularly in each thigh (dose 3). The control group received 0.025 ml of sterile water for injection on each thigh (negative control). After 3 days of treatment, all the groups received 0.1 ml (1 ml)/100 g of carbon ink suspension through the tail vein. Blood is collected at an interval of 0 and 15 min immediately after injection of carbon suspension. Measurement of carbon in the blood was determined using spectrophotometer at 675 nm
DOI: 10.6084/m9.figshare.25541221
title: Sustained effect of prasinezumab on Parkinson’s disease motor progression in the open-label extension of the PASADENA trial

description: This exploratory analysis, which requires confirmation in future studies, suggests that the effect of prasinezumab in slowing motor progression in PD may be sustained long-term.
DOI: 10.6084/m9.figshare.25904035
title: Genome annotation of <i>Corcyra cephalonica</i>

description: Genome annotation (repeats and protein-coding genes)
DOI: 10.6084/m9.figshare.26530693.v3
title: PRISMA Checklist for Volatilomics: An emerging discipline within Omics Sciences – A systematic review.

description: PRISMA Checklist for Volatilomics: An emerging discipline within Omics Sciences – A systematic review.
DOI: 10.6084/m9.figshare.27002098
title: Supplementary Material for: Motor function is associated with cerebral small vessel disease and can predict mortality and poor functional outcome

description: Introduction: Primary outcome of this study is to elucidate the predictive role of subtle motor impairment evaluated using the Unified Parkinson's Disease Rating Scale (UPDRS) Part III on mortality and functional outcome. Secondary outcome is to evaluate the association of motor impairment with small vessel disease (SVD) severity. Methods: We derived data from a Japanese cohort of patients with evidence of SVD who were enrolled from 2015 to 2019, and followed until 2023. The present study included 586 participants who agreed for UPDRS Part III evaluation. The severity of white matter hyperintensities (WMH) and the presence of lacunes were evaluated. Cox proportional hazard models and multiple logistic regression analysis were used to examine the association between UPDRS Part III score, and all-cause death and functional outcome defined by the modified Rankin Scale (mRS) score at last visit, respectively. Results: The median age was 71 years, and the median UPDRS Part III score was 2. The UPDRS Part III score was associated with the severity of WMH (r=0.225, P&lt;0.001) and the number (0, 1, &gt;2) of lacunes (P&lt;0.001). During a mean follow-up period of 4.8 years, 29 patients died. The Cox proportional hazard analysis revealed that high UPDRS Part III scores (&gt;5) were associated with higher risk of all-cause death compared to low (score 0) and middle (score 1-4) scores (adjusted hazard ratio 3.04; 95% confidence interval, 1.50-7.34, P=0.005). In multivariate logistic analysis, high UPDRS Part III scores were associated with poor functional outcome (mRS of 3 or more) compared with low and middle scores after adjusting for confounding factors (adjusted odds ratio 1.86; 95% confidence interval 1.02-3.41, P=0.043). Conclusions: Subtle motor impairment was associated with the severity of WMH and numbers of lacunes, and could predict mortality and poor functional outcome independently of vascular risk factors and severity of WMH and lacunes.
DOI: 10.6084/m9.figshare.27209181
title: Supplementary Material for: The Direct Medical Cost of Essential Tremor

description: Objectives: To determine the direct medical cost of illness from essential tremor (ET) from a patient perspective. 
Methods: Secondary data from the Optum’s de-identified Clinformatics® Data Mart Database (CDM) from 2018-2019 was used to assess medical resource utilization and costs. Propensity score matching was used to match patients age 40+ with to statistically similar controls. Generalized linear models were used to estimate average, adjusted total costs of care per year, by health care setting, and provider specialty. 
Results: The final sample included 41,200 patients with at least one ET claim and 36,871 matched patients. Overall, ET patients ages 40+ had about $28,217 in direct medical costs per year, which was about $1,601 more than matched comparisons (p &lt; 0.001). This was driven by greater number of outpatient visits overall and with specialists. Extrapolating the estimates from our study and pairing them with published age-specific disease prevalence statistics for ET, we calculated an annual cost for direct medical care of ET patients ages 40+ to be about $9.4 billion.
Conclusion: The estimated direct medical costs among adults age 40+ with an ET diagnosis aggregated to the population-level are non-trivial.
DOI: 10.7910/dvn/2znifv/7vphar
title: ICTRP Analysis Dataset.xlsx

description: Underlying data - Curated analysis dataset to reproduce the manuscript results.
DOI: 10.15125/bath-01423
title: Dataset for "Optical absorption spectrum reveals gaseous chlorine in anti-resonant hollow core fibres"

description: We have observed unexpected spectral attenuation of ultraviolet light in freshly drawn hollow core optical fibres, which we measure through a short length of fibre using a bentham monochromator and a broadband laser driven light source (EQ-99X). When the fibre ends are left open to atmosphere, this loss feature dissipates over time. The loss matches the absorption spectrum of gaseous (molecular) chlorine and, given enough time, the transmission spectrum of the fibre recovers to that expected from the morphological structure of the fibre. This dataset contains the spectral data output from the optical fibre that was analyzed to show this.
description: The light from a broadband laser driven light source was coupled into a hollow core optical fibre length, and the output spectrum was measured by a bentham monochromator. Transmission through a 2 metre length of fibre, which was freshly fabricated, was measured over the course of 4 days.
description: Equipment used: custom built Bentham monochromator, EQ-99X LDLS from Energetiq/Hamamatsu. Fujikura splicer was used to measure the fibre cleaves after measurements.
DOI: 10.21335/nmdc-1069717541
title: The Barents Sea ecosystem time series 1980-2019

description: The Barents Sea time series of abiotic (Water temperature at Kola section (KolaT) and Fugle Bear Island (FBT), areas of Atlantic (AW), Mixed (MW and Arctic (ArW) water masses, maximum ice coverage in April (IceMax), and minimum ice coverage in April (IceMin)) and biotic (Net primary production (NPP), mesoplankton (Plankton), macroplankton (Krill, Jelly, and fish juveniles), fish stocks (capelin, lumpfish, polar cod, cod, haddock, and redfish). Blue and grey means value below the 1980-2016 average and red and pink means above the 1980-2016 average. The background data were taken from ICES WGIBAR 2020). Time series clearly shows the «borealization» of the Barents Sea during the period 1980–2016. Increase of temperature (KolaT and FBT), areas occupied by Atlantic and Mixed Water, and decrease of the ice coverage (IceMin and IceMax) and area occupied by Arctic Water, all show a clear trend towards warmer conditions with 2016 as record warm year. Net primary production showed increasing trend also. Boreal species such as cod, lumpfish, redfish, and haddock increased abundance from 1980s to late 2000s as a result of good recruitment and good management during last two decades. Data for biomass calculation were collected during surveys: More details of each time series are given in the data file.
DOI: 10.5281/zenodo.2788666
title: Bursaphelenchus xylophilus ̶ Pest Report and Datasheet to support ranking of EU candidate priority pests

description: These two files are part of the outputs produced under the mandate M-2017-0056 of the European Commission requesting EFSA for technical assistance in the field of quarantine pests qualifying as priority pests as by Article 6(2) of the Regulation (EU) 2016/2031 <em>on protective measures against pests of plants</em>. Under the mandate EFSA produced: i) 1 methodology report (DOI available at the field "Related/alternate identifiers"), ii) 28 datasheets, one for each of the 28 candidate pests, and iii) 28 pest reports supporting the information provided in the datasheets. EFSA wishes to acknowledge the contribution of Hugh Evans and Christer Magnusson to the EKE and the review conducted by Gregor Urek.
description: EU; XLS; alpha@efsa.europa.eu
DOI: 10.6084/m9.figshare.19242741.v4
title: RAW Data for The Philanthropy's Crucial Role in Alleviating Stunting in Southeast Asian Countries through Research Funding: A Brief Policy

description: This Data for The Philanthropy's Crucial Role in Alleviating Stunting in Southeast Asian Countries through Research Funding: A Brief Policy
DOI: 10.6084/m9.figshare.25991257
title: Supplementary Material for: Are newer drugs better? An analysis of neonatal pharmacological treatments across generations

description: Introduction: We evaluated the relative effects of newer versus older medications for neonatal conditions and trends in margin of superiority across generations. Materials and Methods: We assessed network meta-analyses (NMAs) on neonatal pharmacological interventions identified from Medline, Cochrane, and PROSPERO. Interventions were chronologically arranged based on the earliest study and compared for their effects against placebo or no treatment and their immediate predecessor. We assessed the time trend in effect sizes using the Mann-Kendall test. Results: From 8048 retrieved records, 10 neonatal NMAs covering 352 trials and 102,653 participants were included. Compared to placebo, 56/61 (91.8%) interventions showed superiority with 23 (37.7%) statistically significant. Compared to previous generation, 47/72 (65.3%) showed superiority with 3 (4.2%) statistically significant. No significant trends in effect sizes were observed across generations for most conditions (p = 0.09 to 1). Conclusions: We found no evidence that newer-generation medications in neonatal care are consistently more effective than older-generation medications.
DOI: 10.13020/a88t-yb14
title: Racial Covenants in Hennepin County

description: This data was compiled by the Mapping Prejudice Project and shows the location of racial covenants recorded in Hennepin County between 1910 and 1955. Racial covenants were legal clauses embedded in property records that restricted ownership and occupancy of land parcels based on race. These covenants dramatically reshaped the demographic landscape of Hennepin County in the first half of the twentieth century. In 1948, the United States Supreme Court ruled racial covenants to be legally unenforceable in the Shelly v. Kraemer decision. Racial covenants continued to be inserted into property records, however, prompting the Minnesota state legislature to outlaw the recording of new racial covenants in 1953. The same legislative body made covenants illegal in 1962. The practice was formally ended nationally with the passage of the Fair Housing Act in 1968.
description: The data for this project was sourced from historical property records (primarily warranty deeds) in Hennepin County using optical character recognition (OCR) and crowdsourcing. OCR was used to process the entirety of the historical property record for Hennepin County between 1900 and 1960 and identified the subset of records that contained at least one instance of a predefined list of key words and word stems that indicated the presence of a racial covenant. Because the project used OCR to identify likely covenants, there are cases where covenanted deeds were missed due to the presence of handwritten documents or when the deed scan or original document was of poor quality. 

Deeds containing at least one of the key words were uploaded to Zooniverse, where volunteers read the flagged deeds and transcribed the relevant attribute information. Each deed had to be transcribed by five unique volunteers and the results were checked using a variation of Cohen’s kappa statistic to assign volunteer reliability scores. The data from volunteers whose score fell below a certain threshold was then dropped from the database. For each unique deed, we then calculated the modal value for each field based on the volunteer data that remained. When a field had no agreement, the value provided by the user with the highest Cohen’s kappa score for that deed was kept. 

The results were joined with existing parcel boundaries where possible. In cases where the covenanted parcel had no contemporary match, the original plat map for that parcel was used to create the spatial boundaries. Covenants that only covered partial lots were also drawn in manually.
DOI: 10.1594/pangaea.428900
title: Monthly sea level from coastal tide gauge station Ko_Lak, 1985-2000 (Research quality database)