cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25850/nioz/7b.b.5g
title: Dataset belonging to "Impact of seawater inorganic carbon chemistry on element incorporation in foraminiferal shell carbonate"

description: Reconstruction of the marine inorganic carbon system relies on proxy signal carriers, such as element / calcium (El/Ca) ratios in foraminiferal shells. Concentrations of boron, lithium, strontium, and sulfur have been shown to vary with carbonate system parameters, but when comparing individual proxy reconstructions based on these elements they are rarely in complete agreement. This is likely caused by the simultaneous effects of multiple environmental factors on element incorporation. Culture experiments with benthic foraminifera have revealed that the shell?s S/Ca reflects the carbon chemistry and can potentially be used as a proxy for seawater [CO32-]. Aiming to investigate the application potential of sulfur incorporation for carbonate speciation reconstruction, we present S/Ca ratios in five planktonic foraminiferal species, namely G. bulloides, G. ruber albus, G. ruber ruber, T. sacculifer, and N. incompta from core-top sediments in regions with contrasting [CO32-], [HCO3-], temperature, and salinity. Analyses of B/Ca and Mg/Ca ratios are included here since these elements have been shown to depend to a certain degree on carbon system parameters (e.g. calcite saturation state and pH, respectively) as well. Moreover, foraminiferal Mg/Ca values are covarying with S/Ca values and thereby might compromise its proxy application. In contrast to previously published results, this new dataset shows a positive correlation between the incorporation of sulfur in the foraminifer?s shell and seawater [CO32-]. As the incorporation of sulfur and magnesium are positively correlated, S/Mg values of the same foraminifer may be used to improve inorganic carbon system reconstructions.
DOI: 10.5281/zenodo.10806880
title: Diverse Orbital-scale Variations of Precipitation Oxygen Isotopes in the Northern Hemisphere Mid-latitudes: A Comparative Study Between East Asia and North America

description: The isotope-enabled climate model output data and the corresponding NCL codes used for the paper "Li et al., 2024: Diverse orbital-scale variations of precipitation oxygen isotopes in the Northern Hemisphere mid-latitudes: A comparative study between East Asia and North America".
DOI: 10.15472/dfditn
title: Lista preliminar de los mamíferos (Mammalia: Theria) del departamento de Nariño, Colombia

description: En busca de la consolidación de la información disponible sobre mamíferos del área continental y marina del departamento de Nariño, revisamos ejemplares depositados en colecciones nacionales, así como registros consignados en bases de datos de colecciones internacionales y la bibliografía disponible. Se presenta una lista de 182 especies de mamíferos, 24 de las cuales se encuentran incluidas en alguna categoría de amenaza a nivel nacional. Se resalta la necesidad de nuevas investigaciones en el departamento para complementar los grandes vacíos de información relacionados con el conocimiento de los mamíferos del suroccidente de Colombia.
DOI: 10.5281/zenodo.10680251
title: Supporting data for manuscript "Quantitative Insights on Impurities in Ice Cores at the Micro-scale from Calibrated LA-ICP-MS Imaging"

description: The datasets are supporting information for the manuscript "Quantitative Insights on Impurities in Ice Cores at the Micro-scale from Calibrated LA-ICP-MS Imaging" submitted for consideration at Geochemistry, Geophysics, Geosystems. Measurements using ice core LA-ICP-MS imaging were performed at the Ca’Foscari University of Venice, for 23Na, 24Mg, 27Al, 56Fe and 88Sr. Impurity maps are acquired as a pattern of lines, without overlap in the direction perpendicular to that of the scan, and without any further spatial interpolation. If denoted as "_calibrated" the files contain concentration values as parts per billion (ppb) after matrix-matched calibration by method B described in the manuscript, using a 40 micron spot. Datasets denoted as "MethodC_" refer to the basic grain growth experiment described in the manuscript (Figure 4). Here uncalibrated intensities are recorded as counts for a 20 micron spot.
DOI: 10.7803/501.06.1.1.30
title: BIBB/BAuA-Erwerbstätigenbefragung 2006 – Arbeit und Beruf im Wandel. Erwerb und Verwertung beruflicher Qualifikationen (SUF)
title: BIBB/BAuA Employment Survey of the Working Population on Qualification and Working Conditions in Germany 2006 (SUF)

description: Hauptdatensatz
description: Repräsentativbefragung von 20.000 Erwerbstätigen in Deutschland zu Arbeit und Beruf im Wandel und Erwerb und Verwertung beruflicher Qualifikation
description: BIBB-BAuA_ETB - BIBB/BAuA-Erwerbstätigenbefragung
description: Telephone interview: CATI
description: Erwerbstätige Personen ab 15 Jahre mit einer bezahlten Tätigkeit von mindestens zehn Stunden pro Woche in Deutschland
description: Wahrscheinlichkeitsauswahl: Mehrstufige Zufallsauswahl
DOI: 10.5281/zenodo.8165165
title: Data for "A New Year-Round Weather Regime Classification for North America"

description: This dataset supports the work presented in <em>"A New Year-Round Weather Regime Classification for North America" </em>by Lee et al. (2023), published in <em>Journal of Climate</em>: https://doi.org/10.1175/JCLI-D-23-0214.1 The dataset includes the Z500 climatology and anomalies, the EOFs/PCs, and the parameters required to attribute each day to a regime, alongside the regimes as assigned over 1979-2022 (time series in netCDF and csv formats). In addition, we also supply the standardized projection of each day onto the cluster-mean normalized Z500 anomalies for each regime, termed the Weather Regime Index (WRI).
DOI: 10.15468/dl.yecscr
title: Occurrence Download

description: A dataset containing 29243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Crepidula fornicata (Linnaeus, 1758)"
 ]
}

 The dataset includes 29243 records from 284 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117164-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12191876
title: Partitioning of water and CO2 fluxes at NEON sites into soil and plant components: a five-year dataset for spatial and temporal analysis

description: This dataset includes estimates of transpiration, evaporation, soil respiration, and plant net photosynthesis obtained using five partitioning approaches. Flux components are available at 47 NEON sites over a period of five years. Additional meteorological inputs and water-use efficiency data are also included.
DOI: 10.15472/hkwiav
title: Colección Teriológica Universidad de Antioquia

description: Registros de la Colección Teriológica Universidad de Antioquia
DOI: 10.6084/m9.figshare.25359241
title: Data for Heap et al. 2024 (JGR: Solid Earth)

description: Datasets that accompany "Compaction and permeability evolution of tuffs from Krafla volcano (Iceland)" by Heap et al. 2024 (JGR: Solid Earth). File contents are explained in "AGU_SuppInfo_HeapJGR".
DOI: 10.17882/92304
title: Global calculation of the internal M2-tide generation with a horizontal direction (mode 1)

description: This dataset represents the barotropic-to-baroclinic energy transfer of the M2-tide’s first mode in the global ocean. The method is based on linear theory and, for the first time, resolves the horizontal direction of the modal internal tide generation without resorting to WKBJ-scaling (see Pollmann et al., 2019: Resolving the horizontal direction of internal tide generation, Journal of Fluid Dynamics). By construction, the conversion field is positive definite and hence ready to use in tidal mixing parameterizations. Supercritical slopes, where linear theory breaks down, are masked in the calculations. The details of the calculations and the analysis of the results is described in the manuscript „Resolving the horizontal direction of internal tide generation: Global application for the M2-tide’s first mode“, Pollmann and Nycander, under revision at Journal of Physical Oceanography. Please refer to this publication when using this data set. The data set includes: a) the anisotropic barotropic-to-baroclinic energy flux Fphi (W/rad) at a horizontal resolution of 0.5°x0.5° and with 1000 directions in wavenumber angle space. The angle phi is zero in eastward direction, 90° in northward direction etc. b) the total conversion Conv (W/m^2), obtained by scaling the energy flux Fphi by the effective patch area pi*rG^2 and integrating over all angular points. Each value of Conv and Fphi is representative of a circular patch with a radius of 2.5*rG, whose center is located on the 0.5°x0.5° horizontal grid. The tidal currents (from TPXO9.1; Egbert and Erofeeva, 2002), the stratification (from Gouretski and Koltermann, 2004) and hence wavenumbers and phase velocities, and the topography (SRTM30+; Becker et al., 2009) from the entire patch contribute to the estimates of Fphi and Conv given at the respective patch center. c) the standard deviation of the two-dimensional Gaussian taper, rG, which is applied to the high-resolution topography (SRTM30+) in each patch to ensure a smooth decrease toward the patch average at the patch boundary. d) the bottom depth based on SRTM30+. e) the mask that excludes steep continental slopes and shelves, deep ocean trenches and shallow seas from the calculations, based on the geomorphology data of Harris et al., 2014, at 0.5° and 1/120° resolution.
DOI: 10.24432/c5fs4c
title: Water Treatment Plant
DOI: 10.5281/zenodo.13118409
title: EARice10: A 10 m Resolution Annual Rice Distribution Map of East Asia for 2023

description: This dataset provides a 10 m Resolution Annual Rice Distribution Map of East Asia for 2023 (EARice10). The accuracy of EARice10 is evaluated using more than 90,000 validation samples and achieves an overall accuracy of 90.48%, with both user’s and producer’s accuracies exceeding 90%. The reliability of the dataset is verified by an R2 values ranging between 0.94 and 0.98 with respect to official statistics, and between 0.79 and 0.98 with respect to previous rice mapping datasets.

File format: tif

Spatial extent: East Asia

Pixel size: 10 m

Projection information: EPSG: 4326 (WGS84)

Crop type: Paddy rice

Year: 2023
DOI: 10.5281/zenodo.10612343
title: CaCO3-DRS data
DOI: 10.6084/m9.figshare.26537488
title: Supplementary Material for: Rates and Impact of Serious Adverse Events after Endovascular Thrombectomy among Large Vessel Occlusion Stroke Patients

description: Objective Complications or serious adverse events (SAEs) are common in the treatment of patients with large vessel occlusion stroke. There has been limited study of the impact of SAEs for patients after endovascular thrombectomy (EVT). The goal of this study was to characterize the rates and clinical impact of SAEs following EVT.
Methods A post-hoc analysis was performed using pooled databases of the ‘DEVT’ and ‘RESCUE BT’ trials. SAEs were designated as symptomatic intracranial hemorrhage, brain herniation or craniectomy, respiratory failure, circulatory failure, pneumonia, deep venous thrombosis, and systemic bleeding. The primary endpoint was functional independence (modified Rankin Scale score 0–2 within 90 days). Logistic regression analysis was used to determine the predictors and associations between SAEs and outcomes.
Results Of 1182 enrolled patients, 402 (34%) had a procedural complication, 745 (63%) had 1404 SAEs occurrences with 4.65% in-hospital mortality. The three most frequent SAEs were pneumonia (620, 52.5%), systemic bleeding (174, 14.7%) and respiratory failure (173, 14.6%). Pneumonia, systemic bleeding or deep venous thrombosis were less life-threatening. Patients with advanced age (adjusted odds ratio, 1.28 [95% confidence interval, 1.14–1.43]), higher NIHSS (1.09 [1.06–1.11]), occlusion site (middle cerebral artery-M1 vs. intracranial cerebral artery [ICA]: 0.75 [0.53–1.04]; M2 vs. ICA: 1.30 [0.80–2.12]), longer procedure time (1.01 [1.00–1.01]) and unsuccessful vessel recanalization (1.79 [1.06–2.94]) were more likely to experience SAEs. Compared with no SAE, patients with SAEs had lower odds of functional independence (0.46 [0.40–0.54]).
Conclusions Overall, SAEs diagnosed following thrombectomy in patients with stroke were common (more than 60%) and associated with functional dependence. Patients with advanced age, higher NIHSS, longer procedure time and failed recanalization were more likely to experience SAEs. There was no statistical difference in the risk of SAEs among patient with M1 and M2 occluded compared with those ICA occluded. An understanding of the prevalence and predictors of SAEs could alert clinicians to the estimated risk of an SAE for a patient after EVT.
DOI: 10.6084/m9.figshare.26942298
title: Additional file 2 of The MAP4 kinase NbM4K3 regulates immune responses in Nicotiana benthamiana

description: Additional file 2: Table S1. Primers used in this study.
DOI: 10.23708/lxgxq9
title: ADHI: African Database of Hydrometric Indices

description: This database contains different hydrometric indices, describing runoff characteristics, seasonality, floods and low flows, for about 1500 rivers covering all regions of Africa between 1950 and 2018.
DOI: 10.6084/m9.figshare.26520031
title: Supplementary Material for: Coagulation risk predicting in anticoagulant-free CRRT

description: Introduction: Continuous Renal Replacement Therapy (CRRT) is a prolonged continuous extracorporeal blood purification therapy to replace impaired renal function. Typically, CRRT therapy requires routine anticoagulation, but for patients at risk of bleeding and with contraindications to sodium citrate, anticoagulant-free dialysis therapy is necessary. However, this approach increases the risk of CRRT circuit coagulation, leading to treatment interruption and increased resource consumption. In this study, we utilized artificial intelligence machine learning methods to predict the risk of CRRT circuit coagulation based on pre-CRRT treatment metrics.
Methods: We retrospectively analyzed 212 patients who underwent anticoagulant-free CRRT from October 2022 to October 2023. Patients were categorized into high-risk and low-risk groups based on CRRT circuit coagulation within 24 hours. We employed eight machine learning methods to predict the risk of circuit coagulation. The performance of the model was evaluated using the area under the curve (AUC) of the receiver operating characteristic (ROC). 5-fold cross-validation was used to validate the machine learning models. Feature importance and SHAP plots were used to interpret the model's performance and key drivers.
Results: We identified 88 patients (41.51%) at high risk of circuit coagulation within 24 hours of CRRT. Our machine learning models showed excellent predictive performance, with ensemble learning (EL) achieving an AUC of 0.863 (95% CI 0.860 - 0.868), outperforming individual algorithms. Random forest (RF) was the best single-algorithm model, with an AUC of 0.819(95% CI 0.814 - 0.823). The top three features identified as most important by the SHAP summary plot and feature importance graph are platelet, FF, and triglycerides. 
Conclusion: We created a model using machine learning to predict the risk of circuit coagulation during anticoagulant-free CRRT therapy. Our model performs well (AUC 0.863) and identifies key factors like platelets, filtration fraction, and triglycerides. This facilitates the development of personalized treatment strategies by clinicians, aimed at reducing circuit coagulation risk, thereby enhancing patient outcomes and reducing healthcare expenses.
DOI: 10.5281/zenodo.4292067
title: All-weather 1km land surface temperature at global scale from 2000-2020 from MODIS data

description: All-weatherLand Surface Temperature product (2000-2020): LSTs from Moderate Resolution Imaging Spectroradiometer(MODIS)/Terra have been produced. The LST data were generated by integrating multiple data from MODIS, reanalysis, and ground in situ measurements using meachine  learning method. 



The dataset is organized by year.

The data is stored in tif format.
description: The generated all-weather LST products will also be available at www.geo.cn and www.glass.umd.edu.
DOI: 10.6084/m9.figshare.25976380
title: Supplementary Material for: Surgical Complications in Subthalamic Nucleus Deep Brain Stimulation for Parkinson’s Disease: experience in 800 patients

description: Introduction. We present our surgical complications resulting in neurological deficit or additional surgery during 25 years of DBS of the subthalamic nucleus (STN) for Parkinson’s Disease (PD).
Methods. We conducted a retrospective chart review of all PD patients that received STN DBS in our DBS center between 1998 and 2023. Outcomes were complications resulting in neurological deficit or additional surgery. Potential risk factors (number of microelectrode recording tracks, age, anesthesia method, hypertension, and sex,) for symptomatic intracerebral hemorrhage (ICH) were analyzed. Furthermore, lead fixation techniques were compared. 
Results. Eight hundred PD patients (507 men, 293 women) received unilateral (n=11) or bilateral (n=789) implantation of STN electrodes. Neurological deficit due to ICH, edema, delirium or infarction was seen in 8.4% of the patients (7.4% transient, 1.0% permanent). Twenty-two patients (2.8%) had a symptomatic ICH following STN DBS, for which we did not find any risk factors, and five had permanent sequelae due to ICH (0.6%). Of all patients, 18.4% required additional surgery; the proportion was reduced from 27% in the first 300 cases to 13% in the last 500 cases (p&lt;0.001). The infection rate was 3.5%, which decreased from 5.3% in the first 300 cases to 2.2% in the last 500 cases. The use of a lead anchoring device led to significantly less lead migrations than miniplate fixation. 
Conclusion. STN DBS leads to permanent neurological deficit in a small number of patients (1.0%), but a substantial proportion needs some additional surgical procedure after the first DBS system implantation. The risk of revision surgery was reduced over time, but remained significant. These findings need to be discussed with the patient in the preoperative informed consent process in addition to the expected health benefit.
DOI: 10.25919/5d22d20bc543e
title: Silver Nanoparticle Data Set

description: This is a set of silver nanoparticle FINAL CONFIGURATIONS, for use in data driven studies. These structures have been optimized (fully relaxed) using Density Functional Tight Binding. Sizes range from 13 atoms to 2947 atoms, with a variety of shapes as described in the accompanying metadata file. All files are in XYZ format, and the naming convention is defined in the accompanying spreadsheet that lists all of the structural, statistical and energetic properties, as well as in the meta data file. This spreadsheet and meta data file is available in the Supporting Attachments.
DOI: 10.5281/zenodo.10794868
title: TVC Experiment 2018/19: TerraSAR-X backscatter data

description: This dataset contains the processed, backscatter data from TerraSAR-X (TSX) satellite data, as part of Environment and Climate Change Canada's 2018-2019 Trail Valley Creek Snow Experiment (TVC Experiment 18/19). These TSX data were collected and processed to evaluate against a network of Steven’s HydraProbe soil monitoring sensors, and coincident in situ snowpit measurements, airborne radar, and other satellite radar data to better understand soil-snow-radar interactions in a tundra environment. The TSX data was ordered to provide a wintertime series of repeat overpasses from September 2018 to June 2019, over the Trail Valley Creek research station (https://www.trailvalleycreek.ca/) in Northwest Territories, Canada. Three periods of in situ snow measurement took place in November 2018, January 2019, and March 2019. TSX data was acquired from two stripmap orbits, one in HH/HV and the other in VV/VH. The TSX products were processed using the European Space Agency’s (ESA), Sentinel Application Platform (SNAP) software which included image calibration to sigma nought and orthorectification. An average of the calibrated backscatter and incidence angles was then calculated for an area 100 x 100 meters surrounding the geographic coordinates of each snowpit.
description: The TerraSAR-X data are available through the DLR (© DLR 2019).
DOI: 10.5439/2309849
title: armtrajarscl (c1)

description: armtrajarscl
DOI: 10.6084/m9.figshare.26861029
title: Supplementary Material for: Controlled inhalation of THC-predominant cannabis flos mitigates severity of PTSD symptoms and improves quality of sleep and general mood in cannabis-experienced UK civilians: a real-world, observational study.

description: INTRODUCTION: Approximately 4% of the UK population experiences PTSD. Individuals must exhibit symptoms across four clusters to receive a diagnosis: intrusion, avoidance, altered reactivity and altered mood. Evidence suggests that cannabinoid agonists such as nabilone and tetrahydrocannabinol (THC) may alleviate PTSD symptoms. We investigated the safety and effectiveness of THC-predominant cannabis flowers for inhalation to manage PTSD symptoms in a real-world setting.
METHODS: We analysed data from the UK patient registry, T21. Validated questionnaires were used to collect PROMs for health-related quality of life (HRQoL), mood/anxiety, sleep, and PTSD-specific symptoms. Inclusion criteria were i) a confirmed diagnosis of PTSD, ii) completed PROMs questionnaires at baseline and at the 3-month follow-up, and iii) received a prescription for a chemotype 1 (THC-predominant) cannabis flower.
RESULTS: Fifty-eight patients were included, 34 of which also had PROMs recorded at 6 months. Most were males (65.5%) with an average age of 39.2 years who had previously used cannabis illicitly (95.6%). At 3 months, participants reported significant improvements in overall health, mood, and sleep quality (P&lt;0.001) but not in the proxy for HRQoL (P=0.052). Similarly, participants reported substantial benefits in managing intrusion symptoms (P&lt;0.001), mood alterations (P&lt;0.001), and reactivity alterations (P=0.002), which were sustained or further improved at 6 months. Participants did not report any side effects associated with CBMPs.
CONCLUSION: Inhalation of THC is well-tolerated and useful for managing symptoms of PTSD in cannabis-experienced individuals. However, further research is needed to evaluate the long-term safety and outcomes of controlled inhalation of CBMP in patients naïve to cannabis.
DOI: 10.6084/m9.figshare.25634556
title: <b>Evaluation of centralized and decentralized models of care during the 2020 Ebola Virus Disease outbreak in Equateur Province, Democratic Republic of the Congo: A brief report</b>

description: Traditionally in the Democratic Republic of the Congo (DRC), centralised Ebola treatment centres (ETCs) have been set exclusively for Ebola virus disease (EVD) case management during outbreaks. During the 2020 EVD outbreak in DRC’s Equateur Province, existing health centres were equipped as decentralised treatment centres (DTC) to improve access for patients with suspected EVD. Between ETCs and DTCs, we compared the time from symptom onset to admission and diagnosis among patients with suspected EVD. This was a cohort study based on analysis of a line-list containing demographic and clinical information of patients with suspected EVD admitted to any EVD health facility during the outbreak.