cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/jv9db33x5d
title: Dataset of comparative analysis of emergency medical services' dispatcher pre-arrival instructions and provisions of national/international guidelines on first aid in generalized seizures

description: English
The dataset contains results of comparative analysis of emergency medical services' dispatcher pre-arrival instructions on first aid in generalized seizures and relevant provisions of national/international guidelines on first aid. The analysis was carried out in September-October 2022. The dataset is presented in two languages, English (Dataset_Seizures_English.xlsx) and Russian (Dataset_Seizures_Russian.xlsx).

Русский
Представленный массив данных включает результаты сравнительного анализа инструкций по оказанию первой помощи при генерализованных судорогах, предназначенных для дистанционного (по телефону) консультирования лиц, вызывающих скорую медицинскую помощь, диспетчерами скорой медицинской помощи, и соответствующих положений международных/национальных рекомендаций по первой помощи. Анализ был выполнен в сентябре-октябре 2022 года. Массив данных представлен на двух языках - английском (Dataset_Seizures_English.xlsx) и русском (Dataset_Seizures_Russian.xlsx).
DOI: 10.17632/62rv743zzz
title: Supplementary data files for "Quantifying the impact of green bonds: using life-cycle assessment to measure comprehensive financial and environmental return on investment "

description: Supplementary data for described green bonds impact framework, including raw data, pro formas, and aggregation steps for scientific reproducibility.
DOI: 10.17632/99ngcz6fwj
title: Replication Package for "Debtor Income Manipulation in Consumer Credit Contracts"

description: Replication package for "Debtor Income Manipulation in Consumer Credit Contracts." Includes documentation, programs, and fabricated datasets to replicate all figures and tables in the paper.
DOI: 10.17632/stjfr9xvxg
title: Living foraminifera relative abundances and total organic carbon in European Atlantic intertidal and transitional areas

description: This database was built to assign benthic foraminiferal species to ecological groups of sensitivity to total organic carbon (see Bouchet et al, 2021 in Marine Pollution Bulletin for more details). Because of the particular characteristics of foraminiferal habitats and communities, we decided to present the database split in two: one for the English Channel/European Atlantic and one for the Mediterranean region. The overall aim of this paper is to provide foraminiferal ecologists with a ready-to-use database detailing foraminiferal species relative abundances and total organic content (%) in the studied sampling site to be used for ecological, biogeographical and environmental monitoring purpose.
DOI: 10.17632/d8vgk47fnz
title: Intertidal eelgrass (Zostera marina) resilience traits in oyster aquaculture, US west coast

description: In spring and summer 2020-2022, intertidal sites differing in elevation, sediment conditions, and presence of oyster aquaculture were surveyed for eelgrass (Zostera marina) in estuaries along the U.S. west coast (Samish Bay, Hood Canal, Grays Harbor, Willapa Bay, Tillamook Bay, Humboldt Bay, Tomales Bay). Each bay included 1-6 sites. Each site included positions that differed in amount of eelgrass and presence of off-bottom or ground-cultured oysters. Each position was surveyed with 20 quadrats (0.25 m2) and by collection of up to 50 terminal shoots. At the quadrat level, data were recorded for vegetative and flowering shoot count and terminal shoot length. At the shoot level, data were recorded for shoot and sheath length, sheath width, above-ground dry mass, rhizome dry mass per length, internode length, and branching frequency at the four most recent rhizome nodes. All data are georeferenced in WGS84 datum.
DOI: 10.17632/zkstkgkxvd
title: KeFRA Images: Key-fob RKE Replay Attack

description: Description
This dataset was obtained using a remote controlled electronic access system of a 2016 model vehicle. Ad hoc, the Remote Keyless Entry -RKE, was used to remotely lock or unlock doors. Furthermore, the key-fob is a small handheld remote control device that controls a remote keyless entry system.

Acquisition Method
Measurements have been taken with different antenna polarizations at different distances (40 cm, 1m, 2m, 3m, 4m and 5m). The RF operating frequency was 433 MHz and the signals were obtained using a Software Defined Radio (SDR) RTL-SDR that is a module tuned to a frequency of 433.427 MHz and with a bandwidth of 2 MHz.

Set-up
The images are the fast fourier FFT transform of each one of the original signals (Original signal) and each one of the false signals (Fake signal) transmitted by both devices the key-Fob and the Hack RF-SDR.
The obtained signal is processed in baseband using the GNU-Radio software to suppress the blank spaces of the signal in time (time without transmission). Then, the fast fourier transform of the resulting signal is obtained.
The dataset is made up of three types of signals.
a. The first type of signals are the so-called original Key-Fob
b. The second type of signals are the so-called retransmitted high-gain signals. They are made up of the original Key-Fob but retransmitted by an open source Hack RF-SDR hardware platform that acts as an attacker in a replay scheme. This device is configured with high RF gain.
c. The third type of signals are the so-called low-gain retransmitted signals. They are made up of the original Key-Fob but retransmitted by a Hack RF-SDR device acting as an attacker in a replay scheme. This device is configured with low RF gain.

Format
Images are stored in .bmp format. Each image has a dimension of 1288 X 421 pixels with 24 bit depth per pixel. The size of each image is 1589 KBytes.

Data set
a. Key-Fob original file: 110 images.
Folder name: Real_Signal
b. High-gain retransmitted: 110 images.
Folder name: Fake_Signal_High_Gain
c. Low-gain retransmitted: 120 images.
Folder name: Fake_Signal_Low_Gain
The files were named with the following nomenclature: 
First configuration: unlock(X)
Frequency: 433.427MHz
Distance: 40 cm
File number: 001
File name: unlock(X)_433_427_40_001

Original configuration: unlockO
Frequency: 433.427MHz
Distance: 40 cm
file number: 001
File name: unlockO_433_427_40_001.bmp

Low configuration: unlockFSL
Frequency: 433.427MHz
Distance: 40 cm
file number: 001
File name: unlockFSL 433_427_40_001.bmp

High configuration: unlockFSH
Frequency: 433.427MHz
Distance: 40 cm
file number: 001
File name: unlockFSH_433_427_40_001.bmp
DOI: 10.17632/zy6pk2s3dc
title: CapacityVsCycleNumber

description: This data represents the battery SOH variations with the cycle number.
DOI: 10.17632/zyffwjfysp
title: Tracing sediment melt activity in the sub-continental lithosphere: Insights from Zn-Fe stable isotopes

description: The supplementary tables which support for the manuscript 'Tracing sediment melt activity in the sub-continental lithosphere: Insights from Zn-Fe stable isotopes'
DOI: 10.17605/osf.io/yw7ar
title: CAPTCHAs: I’m not human

description: This dataset is created through an online exam system consisting of a large number of data where real user behavior is obtained in a real environment. It also contains CAPTCHA images as Base64, and security features.
DOI: 10.17632/684v4r8wfr
title: FMCW radar-based multi-person vital sign monitoring data.

description: The proposed dataset captures dual-subject respiration and heartbeat data using a 60GHz FMCW radar (TI's IWR6843ISK radar board and the DCA1000EVM real-time data acquisition board) , with the data stored in .bin format. To provide validation data, the human subjects were equipped with an electrocardiogram (ECG) front-end during the radar monitoring, enabling the collection of actual respiration and heartbeat waveforms in .csv format. These validation data can be processed to derive the true number of respirations and heartbeats during the radar monitoring, facilitating the verification of the accuracy of various radar-based vital sign monitoring algorithms. The proposed dataset serves as a valuable resource for research in FMCW radar applications, including human localization, signal separation, and vital signs monitoring, supporting the development of more advanced and accurate algorithms.
DOI: 10.17632/sd4239z35x
title: Data for: Understanding trust in varied information sources, use of news media, and perception of misinformation regarding COVID-19 in Pakistan

description: An online survey was administered through Qualtrics (one of the leading tools to collect data online). We used social networking sites, personal connections, and emails to collect representative data from Pakistani nationals currently living in Pakistan. Anyone who had access to the Internet could take the survey. The survey questionnaire is provided as a supplementary file.
DOI: 10.17632/xjxfth5dwm
title: Tools for Soil Moisture Data Extraction from the SMOS Satellite

description: Application for extracting soil moisture data from the SMOS satellite at a specific coordinate
DOI: 10.17632/zykyrtg36g
title: Southern California 60-cm Urban Land Cover Classification 

description: This dataset represents a high resolution urban land cover classification map across the southern California Air Basin (SoCAB) with a spatial resolution of 60 cm in urban regions and 10 m in non-urban regions. This map was developed to support NASA JPL-based urban biospheric CO2 modeling in Los Angeles, CA. Land cover classification was derived from a novel fusion of Sentinel-2 (10-60 m x 10-60 m) and 2016 NAIP (60 cm x 60 cm) imagery and provides identification of impervious surface, non-photosynthetic vegetation, shrub, tree, grass, pools and lakes. 

Land Cover Classes in .tif file: 
0: Impervious surface
1: Tree (mixed evergreen/deciduous)
2: Grass (assumed irrigated)
3: Shrub
4: Non-photosynthetic vegetation
5: Water (masked using MNDWI/NDWI)

Google Earth Engine interactive app displaying this map: https://wcoleman.users.earthengine.app/view/socab-irrigated-classification 

A portion of this research was carried out at the Jet Propulsion Laboratory, California Institute of Technology, under a contract with the National Aeronautics and Space Administration. Support from the Earth Science Division OCO-2 program is acknowledged. Copyright 2020. All rights reserved.
DOI: 10.17632/zyhy8z69kt
title: Experimental Babesia rossi infection data

description: This includes supplementary data with the statistical analysis as well as the original data for independent assessment.
DOI: 10.6084/m9.figshare.29176472.v1
title: Figure data for the article on the study of glass defects

description: This dataset provides data for the computational study of dynamical defects in glassy solids, revealed by molecular dynamics simulations of model systems and vibration mode analysis methods.
DOI: 10.6084/m9.figshare.25239559.v1
title: Hysteresis_stormtrack_Hwang.et.al.zip

description: The data for the research (Asymmetric hysteresis response of midlatitude storm tracks to CO<sub>2</sub> removal)
DOI: 10.17632/2ts58f6wz2
title: Dataset_DFD2PSEINT

description: Dataset to train a T5 transformer to pass programs from the DFD to pseudocode in PseInt.
The CSV contains a total of 2350 training data, each line consisting of an input and a target. The input represents the code of the DFD diagram, and the output is the equivalent code in PseInt.
DOI: 10.17632/xnrfv9pgb5
title: DualSPHysics+: An enhanced DualSPHysics with improvements in accuracy, energy conservation and resolution of the continuity equation

description: This paper presents an enhanced version of the well-known SPH (Smoothed Particle Hydrodynamics) open-source code DualSPHysics for the simulation of free-surface fluid flows, leading to the DualSPHysics+ code. The enhancements are made through incorporation of several schemes with respect to stability, accuracy and energy/volume conservation issues in simulating incompressible free-surface fluid flows within the weakly compressible SPH formalism. The Optimized Particle Shifting (OPS) scheme is implemented to improve the accuracy of particle shifting vectors in the free-surface region. To mitigate energy dissipation and maintain consistency, the artificial viscosity in δ-SPH is substituted with a Riemann stabilization term, leading to the δR-SPH. The Velocity divergence Error Mitigating (VEM) and Volume Conservation Shifting (VCS) schemes are adopted in DualSPHysics+ to mitigate the velocity divergence error and improve the volume conservation, and hence to enhance the resolution of the continuity equation. To further reduce both the instantaneous and accumulated errors in velocity divergence, a Hyperbolic/Parabolic Divergence Cleaning (HPDC) scheme is incorporated in addition to the VEM scheme. The implementations of the introduced schemes on both CPU and GPU-based versions of the DualSPHysics+ code along with details on the compilation, running and computational performance are presented. Validations in terms of accuracy, energy conservation and convergence of DualSPHysics+ are shown via several relevant benchmarks. It is demonstrated that a better velocity divergence error cleaning in both instantaneous and accumulated errors can be achieved by the combination of VEM and HPDC. Meanwhile, the excessive energy dissipation by the artificial viscosity is shown to be suppressed by adopting the Riemann stabilization term. Enhanced resolution of the continuity equation along with improved energy conservation of DualSPHysics+ advance the SPH-based simulation of incompressible free-surface fluid flows.
DOI: 10.15468/dl.wyfsbb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argentina Linnaeus, 1758",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((47.7498 -11.7869,47.7727 -11.4035,47.4196 -11.0667,47.0031 -11.1387,46.8237 -11.3675,46.8362 -11.7955,47.1096 -12.0382,47.5164 -12.0227,47.7498 -11.7869))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012876-250525065834625/datasets/export for details.
DOI: 10.17632/45v5s69n9t
title: Dataset of Reasoning and Proof Test Result

description: The data obtained are the results of reasoning and proof tests of 302 high school students in Indonesia in 2019. The test was carried out for two days with a duration of 90 minutes. Schools selected as research subjects are schools that have implemented learning and assessment of reasoning and mathematical proof. There are 8 questions that were tested consisting of 4 questions of reasoning and 4 questions of proof. From this data will be analyzed the characteristics of test item items including test item parameters, confirmatory factor analysis (validity and reliability), and test item information. The data can be of interest for researchers who want to generate data related to mathematical abilities.
DOI: 10.15468/dl.vtw4yn
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "GadmGid is one of (COL.4_2, COL.6_2, COL.29_2, COL.14_2)",
 "Geometry POLYGON((-76.02519 9.25196,-74.5837 9.25196,-74.5837 11.14012,-76.02519 11.14012,-76.02519 9.25196))",
 "TaxonKey is Chrysomelidae"
 ]
}

 The dataset includes 126 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012875-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/bbszz9tv26
title: Metabolite dataset of some African spices

description: Untargeted metabolite dataset of black pepper (Piper guineense), chilli pepper (Capsicum annuum), garlic (Allium sativum), and ginger (Zingiber officinale) were detected using a gas chromatography time-of-flight high-resolution mass spectrometry. This file contains the raw data of compounds detected in the spices, and the processed data. The compounds were classified by their observed ion mass-to-charge ratio, retention time, molecular formula and average peak. This piece of data will encourage the utilisation of these spices in developing functional foods, and application in therapeutic medicine.
DOI: 10.17632/st6gpmrnnz
title: Supplementary Materials

description: Calibration graph of different minerals standard solution and Study area map
DOI: 10.17632/wmb4prh9ft
title: The Role of Germline BRCA1 & BRCA2 Mutations in Familial Pancreatic Cancer: A Systematic Review

description: This is the PRISMA checklist guideline of The Role of Germline BRCA1 & BRCA2 Mutations in Familial Pancreatic Cancer: A Systematic Review
DOI: 10.17632/7x3tgtskyj
title: Data for: Clinical Assessment of Scleral Canal Expansion in Glaucoma Using Spectral Domain Optical Coherence Tomography

description: These data includes demographic data and optic disc structural data of the patients with unilateral glaucoma and bilateral glaucoma. The data are from the paired eyes of the patients, and they are divided into the eyes with and without glaucoma in the patients with glaucoma, and eyes with worse and better visual field defect in the patients with bilateral glaucoma.
DOI: 10.17632/623sshkdrz
title: Benign and malicious domains based on DNS logs

description: The dataset is meant for supervised machine learning based analysis of malicious and non-malicious domain names. The dataset was created from scratch, using publicly DNS logs of both malicious and non-malicious domain names. Using the domain name as input, 34 features were obtained. Features like the domain name, entropy, number of strange characters and domain name length were obtained directly from the domain name. Other features like, domains name creation date, IP, open ports, geolocation were obtained from data enrichment processes (e.g. OSINT). This dataset consists of data from 90000 domains names and it is balanced between 50% non-malicious and 50% of malicious domain names.
DOI: 10.17632/hcyg643sym
title: A comprehensive methodology for the optimization of condition-based maintenance in power transformer fleets

description: Title: A comprehensive methodology for the optimization of condition-based maintenance in power transformer fleets
Version: 1.0
Date of Release: 07/02/2022
Identifier: 10.17632/hcyg643sym.1

Associated publication: D.A. Zaldivar, A. Sanchez, A.A. Romero, "A comprehensive methodology for the optimization of condition-based maintenance in power transformer fleets." 

This directory contains the following datasets and supplementary materials:
Explenation of all steps to calculate HI, II ,Risk and solve markov chains
Matlab Codes:
Algoritmo_Tesis_Final2.m : Main code of the methodology
Matlab FIS Codes:
Furanos6.fis : Fuzzy inference system file containing the inference rules and membership functions for the determination of the DP value.
Indice_salud_DPTesis.fis: Fuzzy inference system file containing the inference rules and membership functions for the determination of the health index for power transformers evaluated using IEEE standards.
Indice_salud_DPTesisIEC2.fis: Fuzzy inference system file containing the inference rules and membership functions for the determination of the health index for power transformers evaluated using IEC standards.
Tranformadores.xlsx: Excel file containing the information of the 58 power transformer units necessary for the calculation of the health index, importance index and maintenance strategies.
DOI: 10.17632/d82rr4xx3x
title: Genitourinary Syndrome of Menopause: An Important Diagnosis for Dermatologists. Table S1

description: Results of a PubMed search using the terms “genitourinary syndrome of menopause” and “dermatology”. Search revealed 21 publications; 17 are listed in the chart, 4 were excluded (papers written in a foreign language, case reports, and those not relevant to the topic). 15 out of the 17 reports primarily featured energy-based devices (bold font).
DOI: 10.17632/s6mdsmb53j
title: Extent of As(III) versus As(V) adsorption on iron (oxyhydr) oxides depends on the presence of micropore sites

description: Research Data
DOI: 10.17632/tcvxw3z5m2
title: Dataset on the literature on public participation and consensus building: Bibliography and meta-analysis of selected studies

description: This dataset offers an insight into the scientific literature on conceptual and empirical approaches to public participation and consensus-building in urban planning, including heritage planning. It consists of 121 articles retrieved from the Scopus search engine which feature “public participation”, “consensus”, and “value and attribute” in the title, abstract, and author keywords.
DOI: 10.15468/dl.4x8mdn
title: Occurrence Download

description: A dataset containing 43887780 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "License is CC0 1.0",
 "Year 2000-2010"
 ]
}

 The dataset includes 43887780 records from 887 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012869-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4nmrr7
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Caulerpa racemosa (Forssk.) J.Agardh"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016364-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wcshme
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vachellia farnesiana",
 "Country is Indonesia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024926-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.435chg
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vachellia farnesiana",
 "Country is Iraq",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024927-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.385n4j
title: Occurrence Download

description: A dataset containing 1042 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pterygoplichthys pardalis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1042 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024925-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.