cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17882/85408
title: Global estimated surfaces of Lowest Astronomical Tide (LAT) and Mean Sea Level (MSL)

description: The dataset is a netcdf surface model at a 1/16 deg resolution over the globe. The dataset contains two surfaces : Mean Sea Level (MSL) above WGS84 reference ellispoid and Lowest Astronomical Tide (LAT) referred to mean sea level surface. The LAT model is derived from FES2014 : FES2014 was produced by Noveltis, Legos and CLS and distributed by Aviso+, with support from Cnes (https://www.aviso.altimetry.fr/) The LAT prediction module was run over 18 years (2003-2020) to retrieve a min values surface all over the world. The MSL surface is derived from MSS_CNES_CLS18 by resampling to LAT surface extend and resolution. MSS_CNES_CLS18 was produced by CLS and distributed by Aviso+, with support from Cnes (https://www.aviso.altimetry.fr/) This surface model is used by Globe prediction module to predict tide referred to ellipsoid, MSL or LAT
DOI: 10.5067/modis/mod10a2.061
title: MODIS/Terra Snow Cover 8-Day L3 Global 500m SIN Grid, Version 61
DOI: 10.5255/ukda-sn-857038
title: Cardiopulmonary Resuscitation Performance: Video, Demographic and Evaluation Data, 2023

description: This project aimed to establish a video database of cardiopulmonary resuscitation performance that demonstrates a range of expertise. The original data set contains 54 examples of participants who range in expertise and experience with performing CPR. Each example was recorded from 6 angles with a checkerboard in view to allow for 3D reconstruction. Participants were asked to perform 4 sets of 30 chest compressions with a short pause in between to rest. The faces of each participant have been blurred to reduce the likelihood of identification.

The CPR performances are accompanied by the demographics of the participant and the evaluation data. The evaluation data consists of evaluation by two expert raters who teach Basic Life Support at a UK university, and their agreed rating.

Participants were able to elect for their data to be included in the available database or restricted to the research team only. Consent was given for video data and evaluation data separately. Thus, this data contains video data from 41 participants, and evaluation data from 42 participants.

This dataset is intended to be used to further understanding of expertise in CPR and facilitate the development of technology that can track movement and evaluate healthcare professional skills.
DOI: 10.5281/zenodo.10059309
title: Supporting Dataset for the article "Cross-Polarized Stimulated Brillouin Scattering in Lithium Niobate Waveguides"

description: This dataset contains:



COMSOL files configured to SBS gain in optically and acoustic anisotropic material (including piezoelectricity).

Raw experimental data (Parquet files)

Raw figure files


This work was supported by the São Paulo Research Foundation (FAPESP) through Grant No. 19/14377-5, No. 22/11486-0, No. 22/06254-3, No. 19/13564-6, No. 23/01206-3, No. 18/15577-5, No. 18/15580-6, No. 18/25339-4; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior–Brasil (CAPES) (Financial Code 001); Conselho Nacional de DesenvolvimentoCientífico e Tecnológico (CNPQ) Grant No. 409626/2022-8; andFulbright-CAPESGrant No. 88881.625368/2021-01. Further support was provided by the Defense Advanced Research Projects Agency(DARPA) (HR0011-20-C-0137)and the Harvard University Dean’s Competitive Fund for Promising Scholarship.
DOI: 10.5281/zenodo.11258819
title: Adoption of Climate-Smart Agricultural Practices and Its Impact on Crop Productivity: A Case Study of Smallholder Farmers in Nyimba District, Zambia
DOI: 10.5281/zenodo.11545913
title: GIXD data and corresponding fits for machine learning

description: This dataset contains grazing incidence x-ray diffraction (GIXD) maps projected in q-space. It contains different steps of crystallization and annealing of various perovskite thin films prepared by spin coating. This includes various 2D and 3D perovskites with varying cations (cesium,methylammonium, formamidinium, or their mixtures), anions (iodine, bromine), andspacer molecules (Phenethylammonium, phenylenedimethylammonium, pentafluorophenylethylammonium or (1-adamantyl)methylammonium) in 2D perovskites. The selected patterns contain features corresponding to the final perovskite structures as well as different intermediate products (e.g. complexes with the solvents) and precursors (lead iodide, lead bromide, etc.). A glass covered with indium tin oxide (ITO) or fluorine-doped tin oxide (FTO) and (optionally) mesoporous titanium oxide layers was used as a substrate.

The dataset contains the Q-space maps as well as their corresponding metadata:



Angle of incidence

Name of the detector

Detector pixel size

Energy of the beam

Facility

Horizontal axis (Qxy) range

Vertical axis (Qz) range


All Bragg peaks on the Q-space maps are annotated by a Gaussian fit on top of a linear background:



Center of the azimuthal angle ('angle') [degree]

Extent of the azimuthal angle ('angle_std') [degree]

Level of the linear background, beginning at beam center ('background_level') [intensity counts]

Slope of the linear background, beginning at beam center ('background_slope') [intensity counts]

Radial peak position ('radius') [pixels]



beam center starts with radius 0 

maximum radius is sqrt((Qxy-pixel-range)²+(Qz-pixel-range)²)



Full width half maximum of gaussian fit in radial direction ('width') [pixels]

Confidence level ('confidences') [float]



0.1 low confidence

0.5 medium confidence

1. high confidence
DOI: 10.5285/f98b053b-0cbc-6c23-e053-6c86abc0af7b
title: The GEBCO_2023 Grid - a continuous terrain model of the global oceans and land.

description: The GEBCO_2023 Grid is a global continuous terrain model for ocean and land with a spatial resolution of 15 arc seconds. In regions outside of the Arctic Ocean area, the grid uses as a base Version 2.5.5 of the SRTM15_plus data set (Tozer, B. et al, 2019). This data set is a fusion of land topography with measured and estimated seafloor topography. Included on top of this base grid are gridded bathymetric data sets developed by the four Regional Centers of The Nippon Foundation-GEBCO Seabed 2030 Project. The GEBCO_2023 Grid represents all data within the 2023 compilation. The compilation of the GEBCO_2023 Grid was carried out at the Seabed 2030 Global Center, hosted at the National Oceanography Centre, UK, with the aim of producing a seamless global terrain model. Outside of Polar regions, the Regional Centers provide their data sets as sparse grids i.e. only grid cells that contain data are populated. These data sets were included on to the base using a 'remove-restore' blending procedure. This is a two-stage process of computing the difference between the new data and the base grid and then gridding the difference and adding the difference back to the existing base grid. The aim is to achieve a smooth transition between the new and base data sets with the minimum of perturbation of the existing base data set. The data sets supplied in the form of complete grids (primarily areas north of 60N and south of 50S) were included using feather blending techniques from GlobalMapper software. The GEBCO_2023 Grid has been developed through the Nippon Foundation-GEBCO Seabed 2030 Project. This is a collaborative project between the Nippon Foundation of Japan and the General Bathymetric Chart of the Oceans (GEBCO). It aims to bring together all available bathymetric data to produce the definitive map of the world ocean floor by 2030 and make it available to all. Funded by the Nippon Foundation, the four Seabed 2030 Regional Centers include the Southern Ocean - hosted at the Alfred Wegener Institute, Germany; South and West Pacific Ocean - hosted at the National Institute of Water and Atmospheric Research, New Zealand; Atlantic and Indian Oceans - hosted at the Lamont-Doherty Earth Observatory, Columbia University, USA; Arctic and North Pacific Oceans - hosted at Stockholm University, Sweden and the Center for Coastal and Ocean Mapping at the University of New Hampshire, USA.
DOI: 10.5439/1095593
title: ceilpblht

description: ARM Instrument: Ceilometer
DOI: 10.5439/1238157
title: aafnavaims.a1

description: Real-time navigation datastream from AIMMS-20 system logged on M300
DOI: 10.5439/1339718
title: ARM Aerial Facility (AAF) Navigation Data

description: Aircraft velocity and position data from takeoff to landing. The ARM Aerial Facility (AAF) Differential Survey Module (DSM) 10Hz data is used if it is available, otherwise data from the AIMMS-20 system is used.
DOI: 10.5439/1349241
title: aafmetaims.b1

description: AAF metaims b1 with QC
DOI: 10.5439/1373934
title: rlproffex1thor.c0

description: Implementation of feature detection and extinction retrieval algorithms developed by Tyler Thorsen
DOI: 10.5439/1637940
title: mplcmaskml.c1

description: Cloud Mask using Machine Learning
DOI: 10.5439/1820905
title: ARM Aerial Facility (AAF) - Unmanned Aircraft Systems, Air temperature, Relative humidity

description: Data collected from aircraft, with lat/log/alt, and some qc
DOI: 10.5439/1821129
title: ARM Aerial Facility (AAF) - Unmanned Aircraft Systems, Infrared Thermometer: Sky brightness temperature with QC and lat/lon/alt

description: ARM Aerial Facility (AAF) - Unmanned Aircraft Systems, Infrared Thermometer: Sky brightness temperature with QC and lat/log/alt
DOI: 10.5439/1821176
title: ARM Aerial Facility (AAF) - Unmanned Aircraft Systems, Filter Sampler with QC and lat/lon/alt

description: ARM Aerial Facility (AAF) - Unmanned Aircraft Systems, Filter Sampler with QC and lat/lon/alt
DOI: 10.5439/1838698
title: ARM Aerial Facility (AAF) - Unmanned Aircraft Systems, Miniaturized Optical Particle Counter with QC and lat/lon/alt

description: The Miniaturized Optical Particle Counter (or mini-OPC) measures particle number size distribution. The b1 level adds standard quality control flags, and merges in flight navigation data.
DOI: 10.5439/2204047
title: ARM Aerial Facility (AAF) 100 Hz Meteorological data from AIMMS

description: ARM Aerial Facility (AAF) 100 Hz Meteorological data from AIMMS
DOI: 10.5439/2204048
title: ARM Aerial Facility (AAF) 100 Hz Navigation data from AIMMS

description: ARM Aerial Facility (AAF) 100 Hz Navigation data from AIMMS
DOI: 10.5439/2282350
title: Planetary Boundary Layer derived from Raman Lidar data using Damao Zhang algorithm

description: Planetary Boundary Layer derived from Raman Lidar data using Damao Zhang algorithm
DOI: 10.5439/2322345
title: ARM Aerial Facility (AAF) Portable Optical Particle Counter

description: ARM Aerial Facility (AAF) Portable Optical Particle Counter
DOI: 10.5439/2473260
title: armtrajaaf (c1)

description: armtrajaaf
DOI: 10.6084/m9.figshare.28304021
title: A novel multi-scale microstructure to address the strength/ductility trade off in high strength steel for fusion reactors

description: Raw data presented on excel spreadsheet
DOI: 10.6084/m9.figshare.28624451
title: Supplementary Material for: Analysis of lifestyle and genetic risk factors in urban women in China who had malignant or suspected malignant breast nodules identified via breast cancer screening

description: Objective: Breast cancer seriously endangers women's health. It is very important to analyze the lifestyle and genetic risk factors for people with malignant or suspected malignant nodules in breast cancer screening for the prevention of breast cancer.
Methods: A total of 3142 urban female residents in southern China completed a clinical screening for breast cancer. The participants completed questionnaires on living environmental factors and underwent clinical imaging examinations and genetic testing of 73 SNP loci. According to the BI-RADS classification results, the population was divided into positive and negative groups. Key factors were identified through intergroup differences and association analysis. Lifestyle models, SNP models, and lifestyle+PRS models were constructed. ROC curves and nomograms were used to evaluate the classification effect of the model.
Results: There were 10 lifestyle factors that were significantly different between the groups, 4 of which were significantly associated with positive breast imaging results (P&lt;0.05), including age (OR=0.972, 95% CI: 0.957-0.988), duration of breastfeeding (0.982, 0.970-0.994), history of benign breast disease (1.838, 1.299-2.599), and high-fat diet (1.507, 1.166-1.947). There were 5 significant SNPs, including BRCA2-rs1799955, TLR1-rs4833095, ZNF365-rs10822013, SLC4A7-rs4973768, and BRCA2-rs144848. The AUC values for the lifestyle, SNP and lifestyle+PRS models were 0.625, 0.598 and 0.633, respectively. The C-index of the lifestyle+PRS model was 0.633.
Conclusion: Advocating breastfeeding, reducing the intake of high-fat diets, and protecting breast health may help to lower the risk of positive results in breast screenings. The combination of lifestyle factors and genetic factors can enhance the predictive power of the model.
DOI: 10.6084/m9.figshare.28638965
title: Supplementary Material for: Treatment satisfaction and treatment wishes of patients with chronic cancer-related pain

description: Purpose 
Up to 40% of long-term cancer survivors suffer from chronic cancer-related pain (CCRP) with often inadequate treatment. CCRP is influenced by biopsychosocial factors, with interdisciplinary multimodal pain therapy (IMPT) being a comprehensive treatment option. In our study, patients with CCRP were asked about their treatment satisfaction and treatment wishes. 

Methods
Two anonymous online surveys on CCRP in long-term survivors were analyzed: Survey 1 from cancer self-help group members and Survey 2 from patients with CCRP assessed at the Interdisciplinary Pain Centre (IPC), resulting in recommendations ranging from outpatient treatment to IMPT. 

Results
38 members of 8 self-help groups in Survey 1 and 50 of 158 patients with CCRP in Survey 2 completed the questionnaire. In both surveys, relevant pain impairment and pain therapy dissatisfaction were identified. A higher intensity of therapy, including the implementation of IMPT, did not lead to better pain control. Consistent with the biopsychosocial factors in CCRP, increased depression scores and increased treatment dissatisfaction correlated. In both surveys participants expressed extensive therapy wishes. 

Conclusions
Despite comprehensive therapeutic approaches, long-term survivors with CCRP suffer from severe pain and treatment dissatisfaction. Biopsychosocial influences are evident, with depression worsening treatment satisfaction. Classical IMPT for CCRP may not be targeted enough and a more specific therapeutic approach should be developed and must be tested using PROMs (patient-reported outcome measures).
DOI: 10.6084/m9.figshare.28640015
title: Supplementary Material for: Telephone-guided sleep restriction for insomnia: A randomized sleep diary-controlled trial

description: Introduction: Insomnia is common, but access to its first-line treatment, Cognitive Behavioral Therapy for Insomnia (CBT-I), is limited. To explore a scalable alternative, we investigated the efficacy of Sleep Restriction Therapy (SRT), a core component of CBT-I, delivered via telephone.
Methods: In a randomized controlled trial, 147 adults with insomnia were allocated to 6 weeks of telephone-guided SRT (n = 76) or a sleep diary control group (n = 71). The SRT group received weekly supporting phone calls lasting 10 to 15 minutes. At baseline and post-test, we measured insomnia severity (primary outcome), sleep diary measures, anxiety symptoms, depressive symptoms, pre-sleep arousal, sleep-safety behaviors, daytime sleepiness, and dysfunctional sleep-related cognitions (secondary outcomes). The SRT group repeated these measures at 3- and 6-month follow-up.
Results: Telephone-guided SRT showed large between-group effects on insomnia severity at post-test relative to the sleep diary control group (d = 1.52; p &lt; .001). Based on intention-to-treat, 36 (47%) participants randomized to SRT achieved clinical improvement, and 23 (30%) achieved insomnia remission. We found medium-to-large between-group effects at post-test (d = 0.53 to 1.18) for all secondary outcomes except daytime sleepiness and total sleep time. At 3- and 6-month follow-up, the primary and all secondary outcomes, including daytime sleepiness and total sleep time, improved relative to baseline within the SRT group (d = 0.50 to 1.93).
Conclusion: This trial shows that telephone-guided SRT is an effective insomnia treatment requiring minimal therapist guidance. If direct comparisons with CBT-I corroborate these findings, SRT could be an interesting scalable alternative to CBT-I as a first-line insomnia treatment. Trial registry: NCT05548907
DOI: 10.5439/1838697
title: ARM Aerial Facility (AAF) - Unmanned Aircraft Systems, Single-Channel Tricolor Absorption Photometer with QC and lat/lon/alt

description: The STAP measures aerosol absorption and organic carbon concentration. The b1 level adds standard quality control flags, and merges in flight navigation data.
DOI: 10.17632/ks8c66myft.1
title: Alignment Within Groups is Facilitated by Interbrain Synchrony

description: The folder includes raw neural and behavioral data and R scripts used to run data analyses.
DOI: 10.17632/nrn6hfgvwn.1
title: DFT dataset of phlogopite K(Mg,Fe)3Si3AlO10(OH)2 monolayers

description: The present dataset is related to the monolayer structures of phlogopite (Phl), whose chemical formula is K(Mg,Fe)3Si3AlO10(OH)2, with Mg/Fe ratio &gt;= 2, which were investigated within the Density Functional Theory (DFT) framework. The objective was to characterise the effects of divalent iron (Fe2+) in place of magnesium cations (Mg2+) in the octahedral sheet of the single layer of the mineral on the 2D crystal structure, electronic and vibrational properties.

All the DFT simulations were carried out using the CRYSTAL code (https://www.crystal.unito.it/). This dataset reports both the input and output files produced during the simulations.

Three models were considered: (1) a stoichiometric KMg3Si3AlO10(OH)2 phlogopite monolayer, labelled as Phl-Fe0-ML; (2) a phlogopite model with a single Fe2+/Mg2+ substitution, with chemical formula KMg2.5Fe0.5Si3AlO10(OH)2 (model Phl-Fe1-ML); (3) a phlogopite model with two single Fe2+/Mg2+ substitutions in the octahedral sheet, with chemical formula KMg2FeSi3AlO10(OH)2 (model Phl-Fe2-ML).

The data are subdivided between each model and are organized as follows. The folder of each phlogopite monolayer (Phl-Fe0-ML, Phl-Fe1-ML and Phl-Fe2-ML) contains these sub-folders:

- Band structure --&gt; contains the electronic band structure of the mineral single layer;

- Density of states --&gt; contains the atom-projected (suffix "_atoms" in the file name) and shell-projected (suffix "_XX" in the file name, with "XX" being the name of the atom whose shells were considered) density of states (PDOS) calculated for the monolayer;

- Hirshfeld charges --&gt; contains the calculation of the atomic charges (valence state) for the atoms in the structure, which was performed using a iterative Hirshfeld population analysis;

- Structure --&gt; contains the relaxed monolayer structure and the associated wavefunction (file with extension ".f9") obtained with CRYSTAL;

- Spin-polarized --&gt; (only for Phl-Fe1-ML and Phl-Fe2-ML models) contains the spin-polarized self-consistent field (SCF) calculation of the wavefunction of the mineral monolayrt , which was employed for the calculation of the electronic properties;

- Topond --&gt; contains the analysis of the topological analysis of the electron density, which was used to characterise the type of bonds between the atoms in the monolayer structures;

- Vibrational properties --&gt; contains the calculated vibrational frequencies (file with extension ".out") that can be visually inspected using the Moldraw software (http://www.moldraw.unito.it) and the calculated infrared (IR) and Raman spectra of the mineral single layer.
DOI: 10.48529/0s8s-xk76
title: Global Consumption Database 2010 (version 2014-03)
title: WLD_GCD_2010_v2014-03_M
DOI: 10.5281/zenodo.13790193
title: Raw and processed single-crystal diffraction data of the compound [DPPE]2Hg[PF6]2
DOI: 10.57966/41an-ky81
title: Food Prices for Nutrition database, version 2.0
DOI: 10.12686/a19
title: Mars Seismic Catalogue, InSight Mission; V13 2023-01-01

description: The NASA InSight mission installed a single seismic station on the surface of Mars in 2019. The Marsquake Service (MQS) is an official service of the InSight ground services. MQS is tasked with detecting and characterising marsquakes, and curating the catalogue. Waveform data is publicly released on a 3 month schedule. Starting on 2 January, 2020, an updated MQS catalogue is released with each new waveform dataset. This is Data Release 13.
DOI: 10.15468/dl.jmqpsa
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is China",
 "TaxonKey is Citrus medica L."
 ]
}

 The dataset includes 166 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063189-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/r3ss3v53sj.6
title: VIFFD - A dataset for detecting video inter-frame forgeries

description: This data-set was used in evaluating "Detecting Video Inter-Frame Forgeries "
DOI: 10.18434/t4zk5s
title: NIST Libraries of Peptide Fragmentation Mass Spectra, NIST Standard Reference Database 1 C
DOI: 10.21227/63t2-ea77
title: ViFoDAC- Video Forgery Detection And Classification

description: ViFoDAC is a collection of Authentic videos and Forged videos. The dataset has a total of 16 Authentic videos and 16 Forged videos. The Authentic videos are camera recorded whereas the Forged videos are edited using Adobe Premiere Pro and Wondershare Filmora software. The dataset can be used to train and optimise video identification models. This dataset can be used for the Research and Development of fake video classification.
DOI: 10.21234/qfz1-yh02
title: IceCube Upgrade Neutrino Monte Carlo Simulation

description: Monte Carlo simulation of the interactions of 1 GeV - 1 TeV neutrinos in the IceCube Upgrade.
DOI: 10.23637/mqdlzjvf
title: The influence of large-scale climate patterns on sediment loss from agricultural land – exploration using an instrumented field and catchment scale platform
DOI: 10.48690/1523378
title: LandScan Global 2020

description: Using an innovative approach that combines Geographic Information Science, remote sensing technology, and machine learning algorithms, ORNL's LandScan is the community standard for global population distribution. At 30 arc-second (approximately 1 km) resolution, LandScan is the finest resolution global population distribution data available representing an 'ambient population' (average over 24 hours). The LandScan algorithm, an R&D 100 Award Winner, uses spatial data, high-resolution imagery exploitation, and a multi-variable dasymetric modeling approach to disaggregate census counts within an administrative boundary. LandScan population data are spatially explicit - unlike tabular Census data. Since no single population distribution model can account for the differences in spatial data availability, quality, scale, and accuracy as well as the differences in cultural settlement practices, LandScan population distribution models are tailored to match the data conditions and geographical nature of each individual country and region. By modeling an ambient population, LandScan Global captures the full potential activity space of people throughout the course of the day and night rather than just a residential location.