cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5066/p9ia54pl
title: Data release for: An assessment of uncertainties attributed by analysts, array types and processing algorithms for microtremor observations, using the phased 2018 COSMOS Blind Trials

description: The Consortium of Organizations for Strong Motion Observation Systems (COSMOS) supported blind trials using passive microtremor array data for shear-wave velocity site characterization. The trials included data from four sites in order to consider limitations imposed by differing geologies, differing sparse array geometries, and differing interpretation methodologies. The trials used a four-phase approach in order to evaluate changes in blind interpretation as each phase introduced additional array data. The microtremor array data were incrementally released to approximately a dozen analysts in four phases: (1) 2-station linear arrays; (2) sparse triangular arrays; (3) complex nested triangular or circular arrays; (4) all available geological control including drillhole data. While data from one site consisted of recordings from 3-component sensors, the other three sites consisted of data from vertical-component sensors only. The sites covered a range of noise source distributions, ranging from one site with a highly directional microtremor wave field, to others with distributed or omni-directional wave fields. The four sites were located in: 1) San Jose, California, USA, 2) Trois Rivieres, Quebec, Canada, 3) La Salle, Italy, and 4) Carson, California, USA. At each site ambient noise microtremor analysis was conducted using differing geophones: Site 1) Guralp three-component CMG 40T, 2) Sercel 2 Hz vertical-component geophones, 3) I/O SM-6/U-B 4.5 Hz vertical-component geophones, and 4) Geospace GS-114D 4.5 Hz vertical-component geophones.
DOI: 10.5281/zenodo.6794562
title: Data for acp-2022-436

description: SMPS data to analyse the NPF over Lille
DOI: 10.5281/zenodo.7117619
title: Simulation dataset for "Pressure-Strain Interaction: III. Particle-in-Cell Simulations of Magnetic Reconnection"

description: Simulation dataset for the simulation figures used in the paper
DOI: 10.5281/zenodo.7424003
title: Venus Rifting: dataset vtu files

description: Dataset containing the input files and the vtu files of all the models tested for the study of rifting on Venus
DOI: 10.5281/zenodo.7594313
title: ROM model data for Eastern Mediterranean Dense Water Formation

description: ROM model data for Eastern Mediterranean Dense Water Formation
DOI: 10.6084/m9.figshare.21915237.v1
title: Greco_et_al_Ecosphere

description: Dataset for Greco et al 2023 "Calibrating occupancy to density estimations to assess abundance and vulnerability of a threatened primate in Tanzania". Ecosphere. File 1 has calibration data with site-specific densities and occupancy values; file 2 is the detection/non-detection data of the Sanje mangabey from camera traps across the 2 forests in Tanzania where it is endemic. <strong> </strong>
DOI: 10.6084/m9.figshare.22283695
title: Supplementary Material for: Heartbeat-Evoked Potential in Major Depressive Disorder: A Biomarker for Differential Treatment Prediction between Venlafaxine and rTMS?

description: <b><i>Introduction:</i></b> Currently, major depressive disorder (MDD) treatment plans are based on trial-and-error, and remission rates remain low. A strategy to replace trial-and-error and increase remission rates could be treatment stratification. We explored the heartbeat-evoked potential (HEP) as a biomarker for treatment stratification to either antidepressant medication or rTMS treatment. <b><i>Methods:</i></b> Two datasets were analyzed: (1) the International Study to Predict Optimized Treatment in Depression (iSPOT-D; <i>n</i> = 1,008 MDD patients, randomized to escitalopram, sertraline, or venlafaxine, and <i>n</i> = 336 healthy controls) and (2) a multi-site, open-label rTMS study (<i>n</i> = 196). The primary outcome measure was remission. Cardiac field artifacts were removed from the baseline EEG using independent component analysis (ICA). The HEP-peak was detected in a bandwidth of 20 ms around 8 ms and 270 ms (N8, N270) after the R-peak of the electrocardiogram signal. Differences between remitters and non-remitters were statistically assessed by repeated-measures ANOVAs for electrodes Fp1, Cz, and Oz. <b><i>Results:</i></b> In the venlafaxine subgroup, remitters showed a lower HEP around the N8 peak than non-remitters on electrode site Cz (<i>p</i> = 0.004; <i>d</i> = 0.497). The rTMS group showed a non-significant difference in the opposite direction (<i>d</i> = −0.051). Retrospective stratification to one of the treatments based on the HEP resulted in enhanced treatment outcome prediction for venlafaxine (+22.98%) and rTMS (+10.66%). <b><i>Conclusion:</i></b> These data suggest that the HEP could be used as a stratification biomarker between venlafaxine and rTMS; however, future out-of-sample replication is warranted.
DOI: 10.12755/shr.res.2006.4
title: รายงานการวิจัยเรื่องศักยภาพของไทยต่อการดำเนินการท่องเที่ยวแบบพำนักระยะยาว = Thailand's potential long-stay tourism
DOI: 10.1285/i24212113v5i2p70
title: Participatory community enterprise: A new way of doing work with inbuilt flexibility

description: The way that work is structured and produced creates dilemmas for integrating work with the rest of life – family, friends, leisure, community activism, creativity, personal development and personal interests. The way that salaried or paid work is structured creates the kinds of communities we live in. At the same time there are large numbers of people excluded from even the possibility of decent, paid work in formal organisations, confined to worklessness and poverty. The dominant response to this is skills and productivity deficit (explanation) and skills training and development (solution). I will suggest a different way of approaching community, work and family tensions: an approach that enables communities to identify need and create work to meet these needs. This approach is known variously as part of the solidarity economy or the participatory civic economy. I will present some examples of civic participatory work developments that have the potential for community building and incorporating flexibility and family support.
DOI: 10.35090/fz80-6c32
title: Microcat, Aquadopp, and ADCP data from the 2016-2018 Labrador Sea eastern boundary mooring array as part of OSNAP (Overturning in the Subpolar North Atlantic Program)
DOI: 10.5063/f1q52mzf
title: Kenai River (Alaska) Juvenile Chinook and Coho Temperature, Diet, and Growth Data

description: Datasets collected in summers 2015-2016 throughout the Kenai River watershed as part of the EPSCoR Aquatic Ecology program. Data types include water temperature, air temperature, juvenile Chinook and Coho salmon weight, length, and diet contents. We identified stomach contents to Order or Family in the laboratory and used them to estimate diet contents. We employed these datasets as part of a manuscript (Meyer et al., in prep) that examined juvenile Chinook and Coho growth rates under various future climate and diet scenarios. Manuscripts that employ the data described here will be linked to when published in the year 2020. Notes on file organization: • Each zip file contains a dataset organized by type (water temperature, air temperature, etc.) and year (2015 or 2016). • Each zip file contains a single Excel file with multiple tabs, as well as each individual tab saved as a separate csv file.
DOI: 10.5066/f7rb73v0
title: Genetic and functional connectivity data for greater sage-grouse across the species range generated 2005-2015 (ver. 2.0, December 2022)

description: Functional connectivity, quantified using landscape genetics, can inform conservation through the identification of factors linking genetic structure to landscape mechanisms. We used breeding habitat metrics, landscape attributes, and indices of grouse abundance, to compare fit between structural connectivity and genetic differentiation within five long-established Sage-Grouse Management Zones (MZ) I-V using microsatellite genotypes from 6,009 greater sage-grouse (Centrocercus urophasianus) collected across their range. We estimated structural connectivity using a circuit theory-based approach where we built resistance surfaces using thresholds dividing the landscape into 'habitat' and 'nonhabitat' and nodes were clusters of sage-grouse leks (where feather samples were collected using non-invasive techniques). The resultant resistance maps spatially depict the strength and redundancy of range-wide gene flow and can help direct conservation actions to maintain and restore functional connectivity for sage-grouse. The data presented here include the raw genetic data and the functional connectivity cumulative current.
DOI: 10.5281/zenodo.7632248
title: Data for "Turbulent drag at the ice-ocean interface of Europa in simulations of rotating convection: Implications for nonsynchronous rotation of the ice shell"

description: Data files and python Jupyter notebook to reproduce Figures 2 - 6 from the manuscript "Turbulent drag at the ice-ocean interface of Europa in simulations of rotating convection: Implications for nonsynchronous rotation of the ice shell". Contents: Package --EuropaOceanTorque.ipynb - Jupyter Notebook to load and analyse data. Reproduces figures 1-2 from the manuscript.<br> --cs510 - Grid info files<br> --mitgcm_vis - plotting and interpolation functions<br> --Results - directory for all data files<br> --Setup<br> ----runx - input files for running MITgcm<br> ----code - mods for compiling the MITgcm
DOI: 10.5445/ir/1000156174
title: experiment_evaluation

description: Python module for the evaluation of lab experiments. The module implements functions to import meta-data of measurements, filters to search for subsets of them and routines to import and plot data from this meta-data. It works well in its original context but is currently in open alpha since it will be restructured in order to be compatible with new lab environments.
DOI: 10.6084/m9.figshare.21071203
title: Data sets for 'The influence of geochemical variation among Globigerinoides ruber individuals on paleoceanographic reconstructions'

description: This dataset contains geochemical and morphological data for the planktic foraminifera <em>Globigerinoides ruber. </em>Descriptions of data can be found in the ReadME file and in the realted mansucript.
DOI: 10.7924/r4fj2dr7k
title: Microcat, Aquadopp, ADCP, and Tidbit data from the 2014-2016 Labrador Sea eastern boundary mooring array as part of OSNAP (Overturning in the Subpolar North Atlantic Program)

description: The Overturning of the Subpolar North Atlantic Program (OSNAP) is an effort to determine the strength of the meridional overturning circulation and associated heat and freshwater fluxes in the subpolar North Atlantic. It is a collaborative program with scientists from the U.S., U.K., Netherlands, Germany, France, Canada, and China. Together, moorings were deployed across the boundaries of the Labrador Sea, Irminger Sea, Iceland Basin, and eastern subpolar North Atlantic. The OSNAP West array consists of eight moorings spanning from the west Greenland shelf to the base of the continental slope. The three shelf moorings are bottom tripods, while the five offshore moorings are tall moorings extending to 100 m depth. Each of the moorings contained a weak-link extension to obtain hydrographic measurements 50 m below the surface. Velocity was measured using a combination of Aquadopps and acoustic Doppler current profilers (ADCPs), and the pressure, temperature, and salinity were measured using MicroCATs. The time period of the first deployment of the array was from August 2014 to August 2016. The sampling interval was 30 min for the Aquadopps, 1 hour for the ADCPs, and 15 min for the MicroCATs. All of the data have been calibrated, processed, and quality controlled. Overall, the data return was greater than 97% for velocity and temperature, and greater than 92% for salinity.
DOI: 10.5281/zenodo.7154725
title: cyclohexane_crystal1

description: Cyclohexane is a plastic material just below its melting-point temperature (ca. 279 K). This data set includes 1139 XRD frames (.cbf files and .xi files + main .x file, readable with X-Area software, STOE) collected on a cyclohexane single crystal at <em>T</em> = 255 K, using Ag K-alpha radiation (AXO microfocus source). Each frame is collected over a scan range of 1° in omega, during 60 s, with a DECTRIS Pilatus 100K detector (487 x 195 pixels). The diffractometer is the STOE-Stadivari system operating at BUAP, Puebla, Mexico. Data were collected on 06 December 2017, using X-Area (STOE).
DOI: 10.5281/zenodo.7819471
title: Empty micelle - 60 SDS - Na neutralized - CHARMM36m - 293K - OPC water model - replica 0 - every 100 fs

description: Empty micelle simulation to investigate the effect of water model and peptide on SRD. Use of a higher saving frequency in order to investigate the existence of faster timescales in the relaxation data. Start frame being the first frame from "Empty micelle - 60 SDS - q0.38 - PBS neutralized - CHARMM36m - 293K - OPC water model - replica 0"
DOI: 10.5281/zenodo.7819470
title: Empty micelle - 60 SDS - Na neutralized - CHARMM36m - 293K - OPC water model - replica 0 - every 100 fs

description: Empty micelle simulation to investigate the effect of water model and peptide on SRD. Use of a higher saving frequency in order to investigate the existence of faster timescales in the relaxation data. Start frame being the first frame from "Empty micelle - 60 SDS - q0.38 - PBS neutralized - CHARMM36m - 293K - OPC water model - replica 0"
DOI: 10.5281/zenodo.6842581
title: Temporal variability of the westward Labrador Current transport at the Tail of the Grand Banks - Dataset

description: Dataset used in the manuscript "Temporal variability of the westward Labrador Current transport at the Tail of the Grand Banks", submitted to Journal of Geophysical Research - Oceans. This dataset is derived from the Atlantic HYCOM stored in US ERDC archive.
DOI: 10.5281/zenodo.7734845
title: Rupture files

description: Rupture files for Small and Melgar (2022) "Can stochastic slip rupture modeling produce realistic M9+ events?" Three different earthquakes with synthetic ruptures are split into different zip files. For the Japan 2011 Tohoku Earthquake, all three rupture classes are included in separate zip files.
DOI: 10.5285/69f4b59d-4674-455c-88cc-e8b8634d2cb5
title: Water column acoustic data collected from 2016-09-26 to 2016-11-03 during cruise JR16001 in the Atlantic Ocean

description: Water column acoustic data collected in the Atlantic Ocean (from 2016-09-26 to 2016-11-03) during cruise JR16001. 
Multi-frequency (38,120 and 200 kHz) acoustic data were collected using a Simrad EK60 echo sounder. The dataset comprises of calibrated and processed 38 kHz volume backscattering strength (Sv, dB re 1m-1). Data processing was undertaken using Echoview and Matlab. Processed netCDF data files are made available as part of the NERC Southern Ocean Network of Acoustics (SONA) and the EU MESOPP project.
DOI: 10.25540/nk9v-m1f4
title: Determining Needs and Perceptions of Geriatric Oral Healthcare Among the Elderly and Their Caregivers in Intermediate and Long-Term Care Facilities in Singapore (Interview guide dental professional)

description: This interview guide was used for a qualitative research to to obtain an in-depth understanding of barriers and facilitators regarding oral healthcare provision of the Singaporean elderly in ILTCs from the perspective of dentists in Singapore. This was created based the latest litrature review(as of 2020).
DOI: 10.17189/1519447
title: MOLA INITIAL EXPERIMENT GRIDDED DATA RECORD
DOI: 10.17189/1519497
title: MSL MARS CHEMISTRY AND MINERALOGY 4 RDR V1.0
DOI: 10.4121/uuid:34850d65-1908-4249-b446-8e87c6d21ba0
title: Latency collision measurements

description: Latency mutation through congestion effects of Sybil nodes and physically separated nodes.
DOI: 10.5281/zenodo.7197431
title: Code and data for "Two-way coupled long-wave isentropic ocean-atmosphere dynamics"

description: This repository contains the code and data needed to replicate the figures and simulations in the JFM Paper: "Two-way coupled long-wave isentropic ocean-atmosphere dynamics". Please see the readme.txt file for details.
DOI: 10.5281/zenodo.7236097
title: Data set for the manuscript "Uncertainty quantification and physics-informed forecasting for improved urban flood modeling"

description: This is a data set for the manuscript "Uncertainty quantification and physics-informed forecasting for improved urban flood modeling."
DOI: 10.5281/zenodo.7526389
title: Uncertainty Driven Dynamics for Active Learning of Interatomic Potentials. Glycine and Acetylacetone Data.

description: Data generated and analyzed in <strong>M.Kulichenko <em>et. al</em>. Uncertainty Driven Dynamics for Active Learning of Interatomic Potentials. <em>Nat. Comput. Sci </em>(2023).</strong> Glycine data sets (MD-AL and UDD-AL). Acetylacetone MD and UDD trajectories. See README.md for details.
DOI: 10.17864/1947.147
title: SISAL (Speleothem Isotopes Synthesis and AnaLysis Working Group) database Version 1.0

description: Note: This edition of the SISAL database was withdrawn on 13 July 2020. It has been superseded by a new edition available at http://dx.doi.org/10.17864/1947.256. Stable isotope records from speleothems provide information on past climate changes, most particularly information that can be used to reconstruct past changes in precipitation and atmospheric circulation. SISAL (Speleothem Isotope Synthesis and Analysis) is an international working group of the Past Global Changes (PAGES) project. The working group aims to provide a comprehensive compilation of speleothem isotope records for climate reconstruction and model evaluation. The first version of the SISAL database contains oxygen and carbon isotope measurements from 371 individual speleothem records, and 10 composites from 174 cave systems worldwide, and metadata describing the cave settings and age models of these records.
description: Synthesis of speleothem data
DOI: 10.18462/iir.icr.2019.0068
title: Influence of coil geometrical parameters on the solidification process in an ice on coil cold storage system.
DOI: 10.5281/zenodo.4545790
title: Ha Noi dataset for DATAbASE

description: VOC and CO mixing ratios (in ppb) measured @ Le Hong Phong Political School in Hanoi (21°0'24" N, 105°49'4"E) on the roof of seven-story building (~ 30 m from ground) VOCs were measured every hour by a thermo-desorption dual-chanel gas chromatograph coupled to FID detectors (DC-GC-FID). The duration of the air sampling is 10 min. The local time corresponds to hourly average concentrations. CO measurements were perfomed every 3 minutes using a TA 3000 CO analyzer supplied by AMETEK Reference papers : Dominutti et al 2021 in prep, Duong Huu et al 2021 in prep
DOI: 10.5281/zenodo.7711178
title: Lausanne Historical Censuses Dataset HTR 35k

description: This training dataset includes a total of 34,913 manually transcribed text segments. It is dedicated to the handwritten text recognition (HTR) of historical sources, typically tabular records, such as censuses. This dataset is based on a sample of 83 pages from the 19th century (1805-1898) censuses of Lausanne, Switzerland. The primary language of the documents is French, although many germanic names and toponyms are also found. The training data are formatted and provided on the model of the Bentham dataset. The format thus simply consists in a list of jpeg images, one per text segments, and their corresponding transcription, stored in a txt file. The file naming convention is 'yyyy-ppp-n', where 'y' stands for the year of publication of the census, and 'p' for the page number. The digitized documents are provided by the Archives of the City of Lausanne. Please note that the annotation and extraction methodology, as well as the complete evaluation of performance, including HTR benchmark and post-correction performance is published in : Petitpierre R., Rappo L., Kramer M. (2023). <em>An end-to-end pipeline for historical censuses processing</em>. International Journal on Document Analysis and Recognition (IJDAR). doi: 10.1007/s10032-023-00428-9 Tabular dataset resulting from automatic extraction are also available on Zenodo : Petitpierre R., Rappo L., Kramer M., di Lenardo I. (2023). <em>1805-1898 Census Records of Lausanne : a Long Digital Dataset for Demographic History</em>. Zenodo. doi: 10.5281/zenodo.7711640
description: {"references": ["Petitpierre R., Rappo L., Kramer M. (2023). An end-to-end pipeline for historical censuses processing. International Journal on Document Analysis and Recognition (IJDAR). doi: 10.1007/s10032-023-00428-9"]}
DOI: 10.6084/m9.figshare.20488650
title: Profile of respondents of Awareness and Intention to Register Halal Certification [version 2]

description: This data is about the profile of respondents coming from the West Java MSME Association. The respondents are consists of 137 micro and small food producers.
DOI: 10.6084/m9.figshare.22087427.v1
title: Main characteristics and data outcome of the included studies.xlsx

description: Main characteristics and data outcome of the included studies.
DOI: 10.17632/knbbjzz3mr.1
title: Database of the study "Perceived stress in women with metabolic syndrome: a cross-sectional study"

description: Database of the study "Perceived stress in women with metabolic syndrome: a cross-sectional study"
DOI: 10.25493/6640-3xh
title: 1000BRAINS study, connectivity data (v1.1)

description: The human brain shows considerable interindividual variability, particularly during the course of aging, which is influenced by genetic and environmental factors. To characterize this variability across a wide range of subjects in the general population, large cohort data including brain imaging as well as a variety of phenotypic data are required. The 1000BRAINS study, which is based on the population-based Heinz Nixdorf Recall Study of the University of Duisburg-Essen (Germany), aims at studying this variability of brain structure, function and connectivity as well as cognition particularly in the older population in relation to influences such as genetic factors, lifestyle, urban environment or health conditions. The current data set on whole brain connectivity matrices of the HBP Human Brain Atlas regions reflects the variability of structural connections (i.e. fiber tracts) in this 1000BRAINS population sample. Structural connectivity data have been derived from diffusion-weighted magnetic resonance imaging (MRI) data (b=2700 s/mm2) obtained on a 3T MR scanner and processed with a standardized pipeline for fiber tract reconstructions based on the local constrained spherical deconvolution model for modelling the diffusion signal as implemented in MRtrix 3.0. Connectivity from each HBP Atlas region to all other brain regions was estimated as streamline counts for each participant, resulting in a connectivity matrix per brain region describing the connection strength to each other brain region as mean and per subject individual values.
DOI: 10.25828/vpag-je19
title: South African Census 1960