cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6073/pasta/33b883392937af888cbd3646680236dd
title: Eddy Flux Measurements, Pleistocene Park, Cherskii, Russia - 2016

description: In contribution to the Arctic Observing Network, the researchers have established two observatories of landscape-level carbon, water and energy balances at Imnaviat Creek, Alaska and at Pleistocene Park near Cherskii, Russia. These will form part of a network of obervatories with Abisko (Sweden), Zackenburg (Greenland) and a location in the Canadian High Arctic which will provide further data points as part of the International Polar Year. This particular part of the project focuses on simultaneous measurements of carbon, water and energy fluxes of the terrestrial landscape at hourly, daily, seasonal and multi-year time scales. These are the major regulatory drivers of the Arctic climate system and form key linkages and feedbacks between the land surface, the atmosphere and the oceans.In support of these objectives, a new 32m tower was deployed in Pleistocene Park, about 20km south of North-East Science Station in Cherskii, Russia. This station is currently measuring fluxes of carbon dioxide, methane, water vapor and energy in addition to other meteorological variables. This station was shut down August 25, 2016.
DOI: 10.17632/4dmd2bwjy3.1
title: disaster nursing competence

description: survey of nurses' disaster competence, anticipatory disaster stress and disaster engagement
DOI: 10.17632/6355smjbyd.1
title: Raw data-DCE-MRI pharmacokinetic-based phenotyping of invasive ductal carcinoma A radiomic study for prediction of histological outcomes

description: Research data
DOI: 10.21227/gf2e-az09
title: The Bot-IoT dataset

description: The proliferation of IoT systems, has seen them targeted by malicious third parties. To address this challenge, realistic protection and investigation countermeasures, such as network intrusion detection and network forensic systems, need to be effectively developed. For this purpose, a well-structured and representative dataset is paramount for training and validating the credibility of the systems. Although there are several network datasets, in most cases, not much information is given about the Botnet scenarios that were used. This paper proposes a new dataset, so-called Bot-IoT, which incorporates legitimate and simulated IoT network traffic, along with various types of attacks. We also present a realistic testbed environment for addressing the existing dataset drawbacks of capturing complete network information, accurate labeling, as well as recent and complex attack diversity. Finally, we evaluate the reliability of the BoT-IoT dataset using different statistical and machine learning methods for forensics purposes compared with the benchmark datasets. This work provides the baseline for allowing botnet identification across IoT-specific networks.
DOI: 10.5519/qd.wa7x8llw
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1716 records)
DOI: 10.17632/7xkc6txwb8.3
title: Hydrogen Permeation and Hydrogen Microprint of pipeline steel

description: The data includes the typical Permeation curve from the Permeation experiment and the EDS analysis after the Microprint experiments
DOI: 10.17632/9p5ndssx4x.1
title: Induction Heating_Aggregate Blend
DOI: 10.7910/dvn/nipyj8/imwufy
title: c4.tar.bz2

description: :unav
DOI: 10.7910/dvn/nipyj8/wcsgzp
title: district_analysis.tar.bz2

description: :unav
DOI: 10.17632/t959rnbj4b.1
title: Geochronological data for Santiago Island, Cape Verde

description: These data show the ages critical to the estimation of vertical displacements in Santiago Island, Cape Verde
DOI: 10.21227/22zw-9616
title: ToN_IoT datasets

description: Collecting and analysing heterogeneous data sources from the Internet of Things (IoT) and Industrial IoT (IIoT) are essential for training and validating the fidelity of cybersecurity applications-based machine learning. However, the analysis of those data sources is still a big challenge for reducing high dimensional space and selecting important features and observations from different data sources. The study proposes a new testbed for an IIoT network that was utilised for creating new datasets called TON_IoT that collected Telemetry data, Operating systems data and Network data. The testbed is deployed using multiple virtual machines including hosts of windows, Linux and Kali Linux operating systems to manage the interconnections between the three layers of IIoT, Cloud and Edge/Fog systems. The initial statistical evaluation of the datasets reveals their capability for evaluating cybersecurity applications such as intrusion detection, threat intelligence, adversarial machine learning and privacy-preserving models.
DOI: 10.4119/unibi/2664575
title: The USAGE review corpus for fine-grained, multi-lingual opinion analysis

description: This corpus consists of annotations of Amazon reviews for different product categories in the languages German and English. The reviews themselves are not part of this data publication. The annotations are fine-grained, including aspects and subjective phrases. In addition, the relation of an aspect to be a target of a subjective phrase is provided as well as the polarity of the subjective phrase. The corpus consists of 622 English and 611 German reviews for coffee machines, cuterly, microwaves, toaster, trash cans, vacuum cleaner, washing machines and dishwasher. The English corpus is annotated with more than 8000 aspects and 5000 subjective phrases, the German part with more than 6000 aspects and around 5000 subjective phrases (depending on the annotator). Each review is independently annotated by two annotators. Updates to these data will be available at [http://www.roman-klinger.de/usagecorpus](http://www.roman-klinger.de/usagecorpus).
DOI: 10.5285/c50bcb36-4588-4b10-98b6-d4c1466390ad
title: Pore Scale Observations of Trapped CO2 in Mixed-Wet Carbonate Rock: Applications to Storage in Oil Field

description: We investigated the physical basis of this weakened trapping using pore scale observations of supercritical CO2 in mixed-wet carbonates. The wetting alteration induced by oil provided CO2-wet surfaces that served as conduits to ﬂow. In situ measurements of contact angles showed that CO2 varied from nonwetting to wetting throughout the pore space, with contact angles ranging 25° &lt; θ &lt; 127°; in contrast, an inert gas, N2, was nonwetting with a smaller range of contact angle 24° &lt; θ &lt; 68 °. Observations of trapped ganglia morphology showed that this wettability allowed CO2 to create large, connected, ganglia by inhabiting small pores in mixed-wet rocks. The connected ganglia persisted after three pore volumes of brine injection, facilitating the desaturation that leads to decreased trapping relative to water-wet systems. This data is associated with this open access publication: Environ. Sci. Technol. 2016, 50, 18, 10282-10290. https://doi.org/10.1021/acs.est.6b03111.
DOI: 10.5285/cf603707-bd79-4025-800f-79167f9847b9
title: Dynamic reservoir-condition microtomography of reactive transport in complex carbonates: Effect of initial pore structure and initial brine pH in Ketton, Estaillades, and Portland Limestones.

description: A laboratory µ-CT scanner was used to image the dissolution of Ketton, Estaillades, and Portland limestones in the presence of CO2-acidified brine at reservoir conditions (10 MPa and 50 °C) at two injected acid strengths for a period of 4 h. Each sample was scanned between 6 and 10 times at ~4 µm resolution and multiple effluent samples were extracted. See also paper: H.P. Menke et al. / Geochimica et Cosmochimica Acta 204 (2017) 267-285.
DOI: 10.17632/99ytkx8sr3.1
title: Data for Gift-giving, Love Styles, and Sacrifice: An Analysis Among Romantic Partners published by RAC-Revista de Administração Contemporânea

description: This paper aimed to understand the gift-giving from the love types experienced in romantic relationships, investigating the frequency, the reasons for the act of giving gifts among couples, and the sacrificial perception. Through a quantitative and descriptive research, we conducted a survey with 257 people. The results revealed that the love characterized by eroticism and passion (Eros) is the predominant style among couples, and it is also, among the primary typologies, that guides individuals to gift more frequently through the social motive. In addition, among the secondary love styles, the altruist (Agape) tends to be what most often induces gift-giving, generating a sacrificial perception of the offerer. Further, it was seen that the sacrifice can be perceived in the gift-giving in other forms of love besides the Agape style. It is concluded that the gift-giving can vary according to the love styles experienced by people and that the perception of sacrifice in this act is related to these typologies of love. From the research results, we encourage the development of reflections and investigations focused on the consequences of love forms on consumer behavior, highlighting Lee's theory (1988) as capable of providing new interpretations about consumer relations.
DOI: 10.7910/dvn/qufrj5/90skdl
title: CM-Sim-Graphs.html

description: html output from Rmd code.
DOI: 10.7910/dvn/qufrj5/gqah2c
title: CM-Sim-v2.tab

description: Data produced by simulation
DOI: 10.7910/dvn/qufrj5/mj1til
title: render.sh

description: :unav
DOI: 10.7910/dvn/qufrj5/nrhykt
title: DoctorSim-v2.jl

description: Julia simulation code.
DOI: 10.7910/dvn/qufrj5/vpf9hw
title: RunDoctor-v2.jl

description: :unav
DOI: 10.7910/dvn/qufrj5/vsnd0o
title: CM-Sim-Graphs.Rmd

description: Rmd file producing the two figures for paper.
DOI: 10.17632/b3y8pktb6h.1
title: Supplementary Material for: On the Accuracy and Computational Cost of Spiking Neuron Implementation

description: This data contains the Supplementary material for the paper "On the Accuracy and Computational Cost of Spiking Neuron Implementation." This is divided into five folders: 1) Source code, 2) Raw data, 3) Calculations, 4) Tables, and 5) Figures. The Source code folder has the script files written in Python 3.7.3. There are two sub-folders inside this folder separating the scripts into constant and random input current tests, respectively. Each sub-folder has a separate Python script that performs a benchmark test for each Spiking Neuron (SN) model. The Raw data folder collects the data generated by executing the scripts in the Source code folder and by following the instructions in the Testing procedure section of the paper. This stores the raw data for several SNs, firing frequencies, and input currents. This folder has a sub-folder with several files recording the random input currents used in the benchmark tests. The Raw data folder also has two sub-folders with the benchmark test results, each for a specific stimulation current type. The Benchmark test sub-folders give the CPU execution time, the SCF (Spike Coincidence Factor), the VCF (Voltage Coincidence Factor), the last spike displacement, and the firing frequency for each Numerical Method (NM) and time step. Other four sub-folders are containing the spike-timing and voltage time course data. These data are separated into constant and random input currents and NM and time step. The Calculations folder gives two files in .xlsx format with several estimates used in the paper. These files collect the CPU time, SCF, VCF, last spike displacement, and firing frequency from Raw data folder and compute the CCF (Computational Cost Factor) and GPF (Global Performance Factor) for several SNs and firing frequencies. Also, these files calculate the average and increment/decrement percent in FLOPS, CPU time, CCF, SCF, VCF, last spike displacement, and GPF among several SNs and NMs. Furthermore, these files examine the balanced, lower limit, upper limit, Skocik-Long, and Izhikevich configurations mentioned in the paper. Fourth and fifth folders contain the supplementary tables and figures, respectively, referenced in the article.
DOI: 10.4119/unibi/2639456
title: Kinematic data of grasping movements directed towards virtual and real objects

description: Eleven right handed subjects (age: 24-39 years, 4 women) participated in a series of three experiments. All subjects had normal or corrected-to-normal vision and had no known impairments related to arm or hand movement. All subjects gave written informed consent to be part of the study. The experiment was carried out according to the principles laid out in the 1964 Declaration of Helsinki. Subjects performed all three experiments in the same order, starting with Experiment 1, directly followed by Experiment 2, and then Experiment 3. The experiments were carried out at the Manual Intelligence Lab, making use of its sophisticated multimodal set-up for investigating manual interaction (Maycock et al., 2010). During the data collection, the subjects stood in front of a table (with dimensions 210 x 130 x 100 cm). Subjects wore an Immersion CyberGlove II wireless data glove (Immersion Corp., San Jose, CA; data acquisition rate: 100Hz; sensor resolution: 1 degree) on the right hand that allowed for the recording of whole handkinematics (22 DOF). In front of the subject (at a distance of 40cm), a holding device for spherical objects (golf tee) was positioned on the table. A laptop computer screen was positioned behind the holding device. A small round bowl (10cm in diameter) located 40cm to the right of the holding device served as target for placing the objects. A 14 camera Vicon digital optical motion capture system (Vicon, Los Angeles, CA) mounted around the table was used to monitor the trajectories of the hand movements via three retro-reflective markers placed on the back of the data glove.
DOI: 10.5281/zenodo.3490856
title: 0.1 ms of asymmetric GM1:POPC/POPC (2:98/100) bilayer

description: Lollipop-like GM1. Third 25 microseconds of total 100 microseconds.
DOI: 10.7910/dvn/qufrj5/6g9jiv
title: README.md

description: Readme file.
DOI: 10.7910/dvn/qufrj5/asn3ot
title: CM-Sim-v2.md

description: Parameter values used in simulation.
DOI: 10.7910/dvn/qufrj5/f4fosj
title: DrugEffects.tab

description: Drug effects from RCT on depression drugs.
DOI: 10.7910/dvn/qufrj5/w1ur7e
title: SummaryStats.tab

description: Summary statistics for Simulations.
DOI: 10.17632/8t2pzynkw6.1
title: Dynamic imaging of RNA in living cells by CRISPR-Cas13 systems

description: Detailed description of this data can be accessed in Yang et al. Dynamic imaging of RNA in living cells by CRISPR-Cas13 systems.
DOI: 10.17632/ck6nzz8w5x.1
title: Probabilistic risk assessment of hydraulic discharge system by Bayesian Analysis

description: This dataset is uploaded for the support of the paper draft submitted to Water Research Resources titled "Probabilistic risk assessment of hydraulic discharge system by Bayesian Analysis". The dataset contains one file. The file contains information regarding the parameters used in the Matter Element Model. Other data are included in the paper draft itself.
DOI: 10.17632/ck6nzz8w5x.2
title: Probabilistic risk assessment of hydraulic discharge system by Bayesian Analysis

description: This dataset is uploaded for the support of the paper draft submitted to Water Research Resources titled "Probabilistic risk assessment of hydraulic discharge system by Bayesian Analysis". The dataset contains one file. The file contains information regarding the parameters as well as the data used in the paper, i.e., operation data and damage data.
DOI: 10.17632/ck6nzz8w5x.3
title: Probabilistic risk assessment of hydraulic discharge system by Bayesian Analysis

description: This dataset is uploaded for the support of the paper draft submitted to Water Research Resources titled "Probabilistic risk assessment of hydraulic discharge system by Bayesian Analysis". The dataset contains one file. The file contains information regarding the parameters as well as the data used in the paper, i.e., operation data and damage data.
DOI: 10.17632/yspvpgtgc3.1
title: Physical and mechanical parameters of surrounding rock in Fucun Coal Mine

description: Laboratory test results of physical and mechanical parameters of surrounding rock in Fucun Coal Mine
DOI: 10.17632/z83t75xm22.1
title: Data for: The Impact of Access to Over-the-top Services on Preferences for Mobile Services: A Conjoint Analysis of Mobile Users in Nigeria

description: A CBC experiment was designed and administered to elicit stated preferences for mobile services. Participants in the experiment are asked to choose between two different mobile bundled plans or going without mobile service under the assumption that their current mobile plan ends the next day and the plans offered are the new options available. Each mobile plan is characterized by a combination of four attributes which represent the cost of the plan and the mobile services (Internet, voice calls, and text) that can be offered on a mobile plan. Respondents were recruited between June and August 2016 from Lagos and Delta States in Nigeria using a site-based sampling method (N = 390).
DOI: 10.25919/5da6fb7df156a
title: Parkes observations for project PX501 semester 2019APRS_21

description: This proposal relates to time purchased by the Chinese Academy of Sciences for Parkes follow-up confirmation and timing of FAST discoveries. As the observing time has been purchased this proposal (and the related PX500) does not require TAC grading. The primary reason for submitting a proposal is to ensure an outreach statement and that the proposal is entered into OPAL for the data archive to access. The Chinese team have two time requests. The time scheduled for the first (PX500) will be allocated in blocks of 24 hours and the data will become available in the data archive with an 18 month embargo period. The second type of time (relating to this proposal) will be scheduled in shorter blocks and the data archived with a 10 year embargo.
DOI: 10.5281/zenodo.3460310
title: European anthropogenic AFOLU greenhouse gas emissions: a review and benchmark data

description: The files uploaded under this doi number represent the updated data sets used in the manuscript submitted to ESSDD in its revised version entitled: "European anthropogenic AFOLU greenhouse gas emissions: a review and benchmark data" Excel files including the data behind all the manuscript figures are available for download only for review purposes. We added, as sugggested by the referees, metadata belonging to UNFCCC 2018, FAOSTAT, EDGAR v4.3.2, CAPRI and CBM.
DOI: 10.5281/zenodo.3460311
title: European anthropogenic AFOLU emissions and their uncertainties: a review and benchmark data

description: The files uploaded under this doi number represent the data sets used in the manuscript submitted to ESSDD entitled: "European anthropogenic AFOLU emissions and their uncertainties: a review and benchmark data" Both excel files including figures and .pdf figures are available for download only for review purposes.
DOI: 10.17031/l87tlt
title: 1743-2010 National Marine Aquarium (NMA) United Kingdom Marine Fish Recording Scheme

description: Records of rare fish sightings and catches submitted to the National Marine Aquarium, Plymouth.
DOI: 10.17632/3dfmw68t8n.1
title: metabolomic datase manuscript: "Relatively low dosages of CeO2 nanoparticles in the solid medium induce adjustments in secondary metabolism and ionomic balance of bean (Phaseolus vulgaris L.) roots and leaves"

description: metabolomic dataset gained from UHPLC/QTOF analysis of bean roots and leaves treated with reltively low dosages of CeO2 nanoparticles
DOI: 10.17632/mzjf96t3gc.3
title: TFIIIC looping

description: Western blot images, immunofluorescence images and Matlab ChIP-seq analysis script
DOI: 10.17632/vkhm7vgvyn.1
title: Flow Regime Changes under Future Climate and Land Cover Scenarios in the Upper Beas basin of Himalaya using SWAT model
DOI: 10.17632/zrw6443z3d.1
title: Hidradenitis suppurativa and smoking: a systematic review and meta-analysis supplementary files

description: Supplementary figures for the article "Hidradenitis suppurativa and smoking: a systematic review and meta-analysis"
DOI: 10.5281/zenodo.630123
title: ASTER elevation data for the SAFE Project

description: <b>Description: </b>These files contain processed data from the Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) instrument, providing 1 arc second (~30 metre) resolution elevation data across the research areas used in the SAFE Project.<br><br>The ASTER data used in these datasets was collected by the NASA TERRA satellite. Although it is freely downloadable, ASTER data downloaded for a project <b>should not be redistributed outside of that project</b>. Accordingly, these data should <b>only</b> be used for research carried out at the SAFE Project.<br><br> These files combine four panes of ASTER data to cover the SAFE sampling region and carry out some simple geoprocessing to produce a single output files. Details of the geoprocessing can be found here: https://www.safeproject.net/dokuwiki/safe_gis/aster. In general, SRTM data is preferable for most use cases at SAFE, (see https://zenodo.org/record/3490488) but is provided here for comparison.<b>Project: </b>This dataset was collected as part of the following SAFE research project: <b>SAFE CORE DATA</b><b>XML metadata: </b>GEMINI compliant metadata for this dataset is available here<b>Files: </b>This dataset consists of 2 files: SAFE_Aster_metadata.xlsx, ASTER_WGS84_raw.tif<b>SAFE_Aster_metadata.xlsx</b>This file only contains metadata for the files below<b>ASTER_WGS84_raw.tif</b>Description: ASTER elevation data in WGS84 geotiff<b>Date range: </b>2010-10-01 to 2019-10-01<b>Latitudinal extent: </b>4.0000 to 6.0000<b>Longitudinal extent: </b>116.0000 to 118.0000
DOI: 10.7910/dvn/piv1kx/7a41uz
title: Figure1_Gender.pdf

description: Figure1_Gender.pdf
DOI: 10.7910/dvn/piv1kx/8xyjrj
title: Figure1_West.pdf

description: Figure1_West.pdf
DOI: 10.7910/dvn/piv1kx/9x1jct
title: Election_Data.RData

description: Election_Data.RData
DOI: 10.7910/dvn/piv1kx/ohyjl3
title: Election_Data_Command_File.R

description: :unav
DOI: 10.17632/vkhm7vgvyn.2
title: Flow Regime Changes under Future Climate and Land Cover Scenarios in the Upper Beas basin of Himalaya using SWAT model
DOI: 10.25919/5da7183a53b84
title: Parkes observations for project P996 semester 2019APRS_07

description: We propose to measure the polarisation of 107 southern pulsars (distance&gt;5kpc. 77 in this semester) using the Ultra-Wideband Low (UWL) receiver to investigate the structure of the Galactic disk magnetic field in and between distant spiral arms. Previous Parkes pulsar observations have revealed field reversals in nearby arm and interarm regions. We wish to exploit the greater sensitivity of the UWL receive r to extend this to more distant regions, thereby allowing us to distinguish more clearly between different models for the structure of the disk field. Because of the intrinsic uncertainty in DM-based pulsar distances, averaging data over groups of pulsars is necessary to confidently demonstrate any magnetic-field reversals. This work will have important implications for theories for the generation of Galactic magnetic fields and for other areas, e.g., cosmic-ray physics, which depend on a knowledge of the large-scale Galactic magnetic field for their interpretation.