cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/4rcbbry2sc.1
title: IoT-RPL 2021: Cyber Attack Dataset Based on RPL Routing for IoT

description: The Internet of Things (IoT) has emerged as a central focus within computer science research, with the Routing Protocol for Low Power and Lossy Networks (RPL) serving as a pivotal standard for IoT routing. Devices within IoT networks are characterized by their extensive connectivity, pervasive presence, and constrained processing capabilities. Identifying routing attacks on 6LoWPAN-based IoT devices poses a significant challenge due to network intricacies. Various techniques, including anomaly detection, have been proposed to detect and classify such attacks by analyzing network traffic characteristics. This study specifically addresses routing attacks targeting the widely utilized RPL protocol in 6LoWPAN-based IoT systems. The dataset (IoT-RPL) comprises ".csv" files documenting four distinct routing attacks—Blackhole Attack, Flooding Attack, DODAG Version Number Attack, and Decreased Rank Attack—obtained from the Cooja simulator. This dataset facilitates the development of Intrusion Detection Systems (IDS) for RPL-based IoT networks using Artificial Intelligence and Machine Learning methods, eliminating the need for attack simulations. Simulating these attacks under realistic conditions is crucial for testing protection mechanisms. This study offers an alternative to traditional intrusion detection systems, emphasizing the importance of identifying relevant attack attributes, analyzing network traffic data, and ensuring dataset balance and representativeness. In conclusion, this research represents a significant advancement in IoT security, providing a new dataset to support the application of artificial intelligence and machine learning methods in detecting routing attacks on IoT devices.
DOI: 10.17632/7hsc3z9kp4
title: Po River planimetric adjustment and degree of anthropogenic confinement (1954-2021)
DOI: 10.17632/89cnxc58kj.1
title: ESCA-dataset

description: The dataset provide a collection of images of grapevine leaves, related to two classes: unhealthy leaves acquired from plants affected by Esca disease and healthy leaves. The data presented has been collected to be used in a research project jointly developed by the Department of Information Engineering, Polytechnic University of Marche, Ancona, Italy and the STMicroelectronics, Italy, under the cooperation of the Umani Ronchi SPA winery, Osimo, Ancona, Marche, Italy.
DOI: 10.17632/ywb5zdjk5x.1
title: Open-source hybrid 3D-bioprinter for simultaneous printing of thermoplastics and hydrogels

description: 3D-bioprinting is a promising technology applicable in areas such as regenerative medicine or in vitro organ model development. Various 3D-bioprinting technologies and systems have been developed and are partly commercially available. Here, we present the construction and characterization of an open-source low-cost 3D-bioprinter that allows the alternated microextrusion of hydrogel and fused deposition modeling (FDM) of thermoplastic filaments. The presented 3D-bioprinter is based on a conventional Prusa i3 MK3 printer and features two independent printheads: the original FDM-head and a piston-driven microextrusion system for soft materials. Modifications were designed modularly to fit various syringe formats or heating elements to the device. The bioprinter is the first hybrid DIY 3D-bioprinter that allows switching between materials as often as required during a print run to produce complex multi-material constructs with arbitrary patterns in each layer. For validation of the printer, two designs suitable for relevant bioprinting applications were realized. First, a porous plastic construct filled with hydrogel was printed, serving as a mechanically stable bone replacement tissue model. Second, a plastic chamber, which might be used in organ-on-a-chip applications, was printed with an extruded silicone sealing that enables the liquid-tight attachment of glass slides to the top and bottom of the chamber.
DOI: 10.17632/7hx9mtb7gb.1
title: Estimating and Testing Investment-based Asset Pricing Models

description: This is the replication file including the data and codes for Belo, Deng, and Salomao "Estimating and Testing Investment-Based Asset Pricing Models".
DOI: 10.17632/tvkmhhyy5y.1
title: Copper Indium Sulfides Enables Li-CO2 Batteries with Boosted Reaction Kinetics and Cycling Stability 

description: CIS original data.
DOI: 10.17632/5m93twdgwv.1
title: Data for: Voice Disorders are Associated with Stress among Teachers: A Cross-Sectional Study

description: Addressed the concerns of the reviewers, we have included the questionnaire that was used for the study.
DOI: 10.17632/fvr72ncvfw.1
title: Heavy ion event generator HYDJET++ (HYDrodynamics plus JETs)

description: Abstract HYDJET++ is a Monte Carlo event generator for simulation of relativistic heavy ion AA collisions considered as a superposition of the soft, hydro-type state and the hard state resulting from multi-parton fragmentation. This model is the development and continuation of HYDJET event generator (Lokhtin and Snigirev, EPJC 45 (2006) 211). The main program is written in the object-oriented C++ language under the ROOT environment. The hard part of HYDJET++ is identical to the hard part of Fortran-wr... Title of program: HYDJET++, version 2 Catalogue Id: AECR_v1_0 Nature of problem The experimental and phenomenological study of multi-particle production in relativistic heavy ion collisions is expected to provide valuable information on the dynamical behaviour of strongly-interacting matter in the form of quark-gluon plasma (QGP) [2-4], as predicted by lattice Quantum Chromodynamics (QCD) calculations. Ongoing and future experimental studies in a wide range of heavy ion beam energies require the development of new Monte-Carlo (MC) event generators and improvement of existin ... Versions of this program held in the CPC repository in Mendeley Data AECR_v1_0; HYDJET++, version 2; 10.1016/j.cpc.2008.11.015 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.15468/dl.nh7k56
title: Occurrence Download

description: A dataset containing 672 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinus cembra L.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 672 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009197-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/tbrhznpwg9.1
title: High Volume Real-World Weather Data

description: This dataset contains daily weather data from all the 35 weather stations in Bangladesh including the features Rainfall (mm), Temperature (°C), Humidity (%), and Sunshine (hrs). The dataset has daily data from the establishment of each weather station to 2023, which have been collected from the Bangladesh Meteorological Department. The 'Weather Datasets' folder includes two subfolders: 'Combined Data' and 'Station Wise Data'. The 'Combined Data' subfolder has a CSV file that consolidates data from all the weather stations, while the 'Station Wise Data' subfolder contains 35 CSV files, each representing data from individual weather stations. In total, there are 543839 instances. The dataset can be used for numerous real-world applications such as : 
- Weather forecast modeling based on modern deep learning methods
- Climate analysis 
- Weather forecast-based agricultural decision-making, etc. 

We believe this dataset will have a significant impact on the research fields of Data Science, Climatology, Agricultural crop science, and many more.
DOI: 10.17632/hcbcg23836.2
title: Documents Data for "Composition of Heterogeneous Web Services: A Systematic Review"

description: This repository contains document data for a Systematic Literature Review (SLR) titled "Composition of Heterogeneous Web Services: A Systematic Review". Inclusion/exclusion decision and extracted data from the documents are included. Three main types can be identified on the Web and on corporate networks: SOAP services, which use the homonym protocol and well established technologies, such as WSDL; RESTful services which employ HTTP directly and conform to the constraints of the REST architectural style; and event-oriented services that take the initiative in notifying their clients about relevant facts. The co-existence of these service types has brought considerable research interest on service type heterogeneity in Web Service composition. The research question of SLR is "How are services of heterogeneous types (SOAP, RESTful and \event-oriented services) composed?". Documents that may answer this question were searched in Scopus and IEEE Xplore, from conferences and journal sources, without a time limit. Search results were last updated in July 22, 2018 and yielded 63 relevant documents published from 2005 to 2018. Most works (48) target SOAP and RESTful services heterogeneity, followed by a smaller group of 18 targeting SOAP and event-oriented heterogeneity. The other two combinations, RESTful/event-oriented and SOAP/RESTful/event-oriented sum 5 documents. Among these documents, RESTful support was found to be incipient, with most documents violating constraints of the REST architectural style. The method used for heterogeneity support were classified in 7 archetypes: 1. Common description 2. Proxy 3. Middleware 4. Workflow language 5. Event processor 6. Automatic composition 7. Direct Implementation
DOI: 10.17632/f79bw527cg.1
title: Residual depth/topographic measurements

description: Holdt_et_al_2022_SupportingInformation: Residual depth/topographic measurements published in the article "Densely sampled global dynamic topographic observations and their significance"

Citation: Holdt, M. C., White, N. J., Stephenson, S. N., & Conway-Jones, B. W. (2022). Densely sampled global dynamic topographic observations and their significance. Journal of Geophysical Research: Solid Earth, 127, e2022JB024391. https://doi.org/10.1029/2022JB024391
DOI: 10.17632/t834rtvgyx.2
title: Data compute the Economic Stability Index (ESI)

description: This database is used for manuscript title: Incorporating asset price stability in the ECB's inflation targeting framework. We use quarterly data for the EA covering the 1996:I-2016:II period (a total of 82 quarterly observations). We consider seven variables: food prices, energy prices, other goods and services (non-food and energy, which for brevity we will refer to as “other goods”) prices, house prices, stock prices, all-item prices and output gap. The ﬁrst three prices (food, energy and others) are categories of the HICP, while house prices refer to analytical house price indicators, a measure of the prices at which dwellings are bought and sold over time. Regarding the stock prices indicator, we use the Euro Stoxx 50 index, which is widely considered as the reference index of the EA. All series are obtained from the Organization for Economic Cooperation and Development data base. Following the common practice with macroeconomic data, the output gap for EA is computed by de-trending actual real GDP using the Hodrick–Prescott (HP) filter (Hodrick and Prescott, 1997). We use the weights of different sectors in the typical consumer’s budget for the EA, which are taken from Eurostat.
DOI: 10.17632/nzzmhwfgcf.1
title: Data for: Parallelograms revisited: Exploring the limitations of vector space models for simple analogies

description: Human response data related to analogical reasoning for all experiments from "Parallelograms revisited: Exploring the limitations of vector space models for simple analogies", by Joshua Peterson, Dawn Chen, and Thomas Griffiths.
DOI: 10.17632/b652yjh8pj.1
title: Data for: THE IMPACT OF CAPITAL STRUCTURE AND DIVIDEND POLICY ON FIRM PERFORMANCE: A CROSS CULTURAL STUDY

description: ABSTRACT This study is basically the impact of corporate finance on the firm performance. Two major pillars of the corporate finance are taken into the consideration for measurement of the corporate finance impact on firm performance. This concluded the results by judging the impact of capital structure and the dividend policy on firm performance. This study is cross sectional and cross cultural. South Asian countries have been taken into consideration as population and sample has been taken from manufacturing and food sectors of PSE, BSE, DSE and CSE. Overall 187 companies of four countries have been examined during the study. Panel data regression model is used to conclude the results. We have selected 6 manufacturing sectors for estimation and conclusion covering a time span of 10 years from 2007-2016. Two ratios of firm financial performance are considered to measure the impacts. Two ratios each for measurement of capital structure and dividend policy have been taken as proxies. Our results have shown highly positive impact of dividend policy on firm performance where capital structure has shown highly but negative impact on firm performance. Future research gap has also given on sector, region and variables classification. Recommendations on the basis of conclusions are also given for investors to invest in dividend paying firms, researchers to more deeply dig dividend policy and governments for new legislations.
DOI: 10.17632/dc8fyw7ww8.1
title: Cigarette Filter as a Carbon-Based Component of Galvanic Cell

description: Worldwide, more than six trillion cigarettes are produced annually, each containing filters or butts, most consisting of microplastics known as cellulose acetate fibers. Smokers indiscriminately dropped their cigarettes virtually everywhere. These cigarette filters do not naturally break down because their plastic fibers are synthetic. However, they can gradually decompose based on their environment. Only 38% decomposed after two years (Register, 2000). It is a problem that the country depends so heavily on rigid baseload fossil fuel plants. When these plants malfunction, millions of Filipinos are vulnerable to brownouts, which impact the entire Luzon grid (Cantillana, 2021). According to the Philippine Country Commercial Guide (2022), COVID-19 caused the energy sector to face numerous difficulties requiring revisions to ensure consumer energy services' continuity. The Malampaya natural gas resources, which presently provide 30% of Luzon's energy consumption, are predicted to run out by 2024, putting the Philippines amid a growing energy crisis. Realizing the danger it can bring, the researchers investigated these wastes on their potential use as an energy source. The researchers used a multiple-group posttest-only design and conducted three (3) treatments, each consisting of four (4) trials in which voltage output and time interval of cigarette filter were measured for each test. To determine the number of cigarette filters that produce the highest voltage and as shown by MANOVA, the researchers concluded that the null hypotheses for both amounts of voltage produced and the time interval are rejected with p-values that are lesser than 0.05, indicating significant differences between the treatments in terms of these variables. Therefore, this study aims to determine the potential use of cigarette filters as a carbon-based component of a galvanic cell for producing electricity and energy storage in hopes of addressing the environmental problem of waste disposal and the issue of energy scarcity in the Philippines.
DOI: 10.17632/dd95bhn7mh.1
title: A long-term database of the Integrated Drought Index for Brazil from 2003 to 2023

description: The Integrated Drought Index (IDI) was developed at the National Center for Monitoring and Early Warning of Natural Disasters (Cemaden, www.cemaden.gov.br), in Brazil, to support the monitoring of agricultural drought. The index is a combination of three components: the 3-month Standardized Precipitation Index (SPI3), the Root Zone Soil Moisture (RZSM), and the Vegetation Health Index (VHI). The SPI3 is calculated from a long-term dataset of precipitation records in Brazil with a spatial resolution of 10 km (https://ftp.cptec.inpe.br/modelos/tempo/MERGE/). The RZSM is obtained from NASA's Gravity Recovery and Climate Experiment (GRACE; 2002-2017) and GRACE Follow On (GRACE-FO; 2018-present) satellites (https://nasagrace.unl.edu). The product is released weekly since 2003 with a spatial resolution of 25 km. The VHI is obtained from NOAA's polar-orbiting satellites, available weekly with a spatial resolution of approximately 4 km (https://www.star.nesdis.noaa.gov/smcd/emb/vci/VH/vh_ftp.php).
The IDI is used in Cemaden's continuous monitoring activities of drought over Brazil, including monthly meetings with stakeholders, preparing of reports on drought conditions, and updates of an online platform (https://mapasecas.cemaden.gov.br). A previous version of IDI without RZSM was already used in reports of droughts over Brazil, such as in Cunha et al. (2019, https://doi.org/10.3390/atmos10110642). The current version of IDI is routinely assessed against reports of yield losses and other drought indicators. A publication is currently being prepared to assess its spatial and temporal accuracy when compared with other indices. Preliminary results indicate good agreement with the Standardized Precipitation Evapotranspiration Index (SPEI).
This dataset contains a netCDF file (IDI3.nc) with the index in the variable IIS3. The variable has values ranging from 1 to 6, corresponding to the following drought classes: Exceptional, Extreme, Severe, Moderate, Weak, and Normal conditions.
DOI: 10.17632/y3cw4j6dnk.1
title: Interval Valued Hesitant Fuzzy DEMATEL-Based Blockchain Technology Adoption Barriers Evaluation Methodology in The Agricultural Supply Chain Management 

description: This data is supplementary for researching Blockchain adoption barriers in Vietnamese agricultural supply chain
DOI: 10.17632/npypsrfzp6.1
title: 面向暴雨内涝的城市道路交通流特征规律研究-第3章-跟驰模型标定结果

description: 基于Forum 8三自由度模拟驾驶器和UC-win/Road软件平台，搭建了城市场景下丰富的暴雨内涝情景，暴雨内涝情景中设置了不同的降雨强度和积水深度，招募了47名被试，开展了暴雨内涝下车辆模拟驾驶实验。基于模拟驾驶实验中获得的暴雨内涝下驾驶员车辆驾驶实验数据，进行了适用于暴雨内涝情景的跟驰模型的标定和择优。
DOI: 10.17632/pnj4fk9fct.1
title: Renewable Energy Support Measures and Industrial Policies Database

description: Includes renewable energy support measures and the countries where they are utilized, as well as information on common industrial policies supporting renewable energy industries such as local content requirements and countries where utilized.
DOI: 10.17632/rnncsh6rgt.1
title: Replication Data for: The effects of virtual reality travel on satisfaction and visiting intention utilizing an extended stimulus-organism-response theory: Perspectives from Thai tourists

description: This dataset includes replication data for the paper "Sann, R., Luecha, P. and Rueangchaithanakun, R. (2023), "The effects of virtual reality travel on satisfaction and visiting intention utilizing an extended stimulus-organism-response theory: perspectives from Thai tourists", Journal of Hospitality and Tourism Insights, Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/JHTI-05-2023-0321".
DOI: 10.17632/pxxp9f5nsh.1
title: Vertical interlock and investment efficiency

description: The dataset includes data and the code for the paper of "Vertical interlock and investment efficiency".
DOI: 10.17632/tzmf2ztdwp.1
title: Bag Accessories Detection Dataset

description: The "Bag Accessories Detection" dataset is meticulously curated to enhance the object detection model, specifically focusing on identifying various accessories of bags such as handles and straps. Comprising a total of 2,528 images, this dataset captures a diverse array of bags including hard bags, soft bags, backpacks, long bags, and duffle bags. The images were collected between October and December 2023, primarily from the India Innovation Centre Vanderlande in Pune, as well as from platforms like Roboflow, YouTube, iStock, and Shutterstock. Each image is captured using an iPhone 13 12MP rear camera, ensuring high resolution and clarity, and is taken from multiple angles and distances to simulate real-world scenarios. The images are labeled with three distinct classes: "bag," "handle," and "straps," providing a detailed annotation that will facilitate the precise training of object detection models. This dataset is particularly valuable for the airport automation industry, aimed at improving the efficiency and accuracy of automated baggage handling systems.
DOI: 10.17632/vtfz6yk9mx.3
title: Human instability flooding risk in urban areas under climate change: Hydrological modeling improvements and methods comparison

description: This dataset have all the hydrodynamic runs with the HydroPol2D model.

Every run have all the necessary data to run the HydroPol2D and their respective results (every 10 minutes). Among the files are included:
- Configuration files (.ini)
- Hydrological data (base flow, rainfall intensity, water levels) (.csv)
- Grid information (DEM, LULC) (.txt - ASCII)
- Hydrologic resulting data (Outlet hydrograph) (.txt)
- Grid resulting information (Maximum Flood levels, Human instability Risk methods) (.tif) 

There are four main compressed files (.rar):
- DEMs_runs.rar contains the HydroPol2D runs for the DEM tested.
- Sensitivity_runs.rar contains the HydroPol2D runs for the sensitivity analyses.
- Climate_change_runs.rar contains the HydroPol2D runs for the calibration and validation procedure
- Calibration_validation_runs.rar contains the HydroPol2D runs for the climate change scenarios

*Gifs examples of the basin DEM, Water depth, FTI and BTI risk for and event under climate change are showed.
DOI: 10.17632/6prvyfsbsg.1
title: eWOM FFons castellano

description: La importancia del eWord-Of-Mouth para la gestión hotelera: una revisión de la literatura académica
DOI: 10.15468/dl.yvdc5y
title: Occurrence Download

description: A dataset containing 3414 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Potamotrygonidae",
 "HasCoordinate is true",
 "BasisOfRecord is Specimen",
 "Continent is South America"
 ]
}

 The dataset includes 3414 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009199-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/m425t6xtwr.1
title: The Z1+ package: Shortest multiple disconnected path for the analysis of entanglements in macromolecular systems

description: This paper describes and provides Z1+, the successor of the Z- and Z1-codes for topological analyses of mono- and polydisperse entangled linear polymeric systems, in the presence or absence of confining surfaces or nano-inclusions. In contrast to its predecessors, Z1+ makes use of adaptive neighbor lists, and keeps the number of temporary nodes relatively large, yielding improved performance for large system sizes. Z1+ also includes several features its predecessors lacked, including several that are advantageous for analyses of semi-crystalline systems, brushes, nano-composites, and flowing liquids. It offers a graphical user interface that can be used to run Z1+ and visualize the results, and a PPA+ option that allows Z1+ to perform a primitive path analysis more efficiently than the standard procedure (PPA option). In addition to describing Z1+'s and PPA+'s implementation and computational performance in detail, we use it to show that it yields entanglement lengths that agree quantitatively with both a recently proposed unified analytic theory for flexible and semiflexible polymer-melt entanglement and with the available experimental data for these systems. Finally we show that the associated theoretical expressions, which express reduced entanglement-related quantities in terms of the scaled Kuhn segment density Λ, need not describe results for model polymer solutions of different “chemistries”, i.e. different angular and dihedral interactions but the same Λ.