cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/rnr3tpp8rb
title: Water distribution network reliability

description: The dataset originates from an analysis of the long-term records of failures of a water distribution network (WDN) which provides the water supply in a town of about 30 000 inhabitants. The town is situated in Central Europe and covers approximately 24 km2. The failure records available covered the period from 2000 to 2016. The information available are not directly about WDN failures, but only about the repairs performed, accessible in the form of an aggregate record which included the number of repairs per calendar month. The dataset is based on the simplified assumption that the number of recorded repairs equals the number of failures which occurred during a given month. Information on the specific times at which individual failures occurred are not available. The numbers of failures recorded in this dataset are derived from the numbers of repairs performed. These repairs involved not only pipe breaks, but also all cases when the relevant WDN lost its ability to perform as required, e.g. pump failures and failures occurring when operating stop valves, water flow meters and other WDN parts.
DOI: 10.17632/26ws7mh45h
title: FMS-AGV-dataset

description: Modelling and simulation of a Flexible Manufacturing System with AGV transport
DOI: 10.17632/9nrdzdpcjd
title: Financial disclosures on renewable energy generation in Europe

description: The raw data extracted from the annual reports of European renewable energy producers.
DOI: 10.17632/dkgmybmc84
title: High speed and high spatial resolution IR imaging data for single spot melting

description: This dataset including the high-speed and high-spatial resolution IR data for single spot ti-6-4 melting.
The high speed dataset was captured by Telops m3k high speed camera with 20kHz frame rate and 30um spatial resolution.
The high spatial dataset was captured by Micro-Epsilon M1 IR camera with 1kHz frame rate and 8um spatial resolution.
The details description is included inside the folder
DOI: 10.17632/mydtvrjpxk
title: Data for: Numerical Simulation and Correction of Electric Logging Under the Condition of Oil-based Mud Invasion

description: figure data of manuscripts
DOI: 10.17632/tzkph6ypgy
title: Data for: Unravelling complex geologic histories using U-Pb and trace element systematics of titanite

description: Supplementary material to Olierook et al., "Unravelling complex geologic histories using U–Pb and trace element systematics of titanite"
DOI: 10.17632/v8czc8ppxh
title: supplyment file (Complexation of bovine lactoferrin with selected phenolic acids via non-covalent interactions: binding mechanism and altered functionality)

description: The detailed information for UV absorption spectra and Far UV Circular Dichroism spectra of LF-phenolic acids complexes.
DOI: 10.17632/xcvckyc9mh
title: OPEN SOURCE AUTOMATED WESTERN BLOT PROCESSOR

description: The device is to automate Western Blot
DOI: 10.17632/9pjp2sn6d3
title: داده های مدلسازی عددی

description: داده ست مدلسازی عددی (زهکش لوله ای و پنجه ای)
DOI: 10.17632/bx89rwd33c
title: Data for: Sweet and bitter near-threshold solutions activate cross-modal correspondence between taste and shapes of cups

description: It's an excel file with two sheets. In the first one, you can find the data, trial by trial. In the second, you can find the description of each variable
DOI: 10.17632/jvr8zrv3fz
title: An Overview on Recycling of Photovoltaic Modules at the End of Life (EoL)

description: Abstract
“Solar energy is the clean, renewable, sustainable, and cost effective, but it also requires time to develop by individual”. 
Due to the current situation of fossil fuels eradication and over exploitation across the world. The energy demands of the world are to be fulfilled by the renewable energy sources. Among this Solar energy has the maximum potential to be exploited to the maximum level to full fill the energy demands of the world. Renewable energies contribute toward the environmental, social, and economic development of countries [1]. There are various of clean and renewable energy sources such as Solar, biomass, wind, hydrogen, fuel cell, nanocomposite, and supercapacitor. Each of the energy sources are suitable for specific geographical locations and can suits from region to region [6]. Since ages Sun has been praised as vitalizer of life. The total Solar energy absorbed by Earth's atmosphere, oceans and land masses is approximately 122 PW·year = 3,850,000 exajoules (EJ) per year. Most of the world's population live in areas with insolation levels of 150–300 watts/m2, or 3.5–7.0 kWh/m2 per day [2 	google- Solar Wikipedia]. Solar energy is the most secure and ubiquitous source of energy to meet the power needs after coal exploitation. In present time installation of photovoltaic (PV) Solar modules are growing extremely fast. As result of the increase, the volume of modules that reach the end of their life will grow at the same rate in the near future. Global installed PV capacity reached around 773 GW at the end of 2020 [3] and is expected to rise further to 2840 GW by 2030 and 4500 GW by 2050  [4, 5-Abstract ]. Considering an average module lifetime of 25 years, the worldwide Solar PV waste is anticipated to reach between 4%-14% of total generation capacity by 2030 and rise to over 80% (around 78 million tonnes) by 2050 [5-Abstract]. Therefore, the disposal of PV modules will become a pertinent environmental issue in the next decades. Eventually, there is plenty of room for progress in this area. This review present core reality of Photovoltaic Life Cycle, Photovoltaic Technology, Photovoltaic Recycling Process as well as global Waste Management Regulation in different countries and the Environmental & Economic Aspects of recycling. At present, PV recycling management in many countries envisages to extend the duties of the manufacturers of PV materials to encompass their eventual disposal or reuse. However, further improvements in the economic viability, practicality, high recovery rate and environmental performance of the PV industry with respect to recycling its products are indispensable. There is potential to develop new pathway for PV waste management industry development and offer employment and prospects for both public and private sector investors.

Keywords: Recycling, End of life (EoL), Photovoltaic, Waste, Regulatory, c-Si, Thin film, Life cycle
DOI: 10.17632/bdcmkzzn6s
title: REFLECTIONS ON SOFTWARE LICENSING AGREEMENTS IN THE ANDEAN COMMUNITY

description: This working paper examines software licensing agreements in the Andean Community (CAN), comprising Colombia, Ecuador, Peru, and Bolivia. It highlights that these agreements, lacking normative standardization, constitute atypical contracts requiring special attention to ensure proper exploitation of protected works. The CAN operates under a common copyright framework established by Decision 351 (1993), which recognizes software as protected literary works.

While each CAN member state has harmonized its national legislation with this Decision, they retain autonomy in dispute resolution. All four countries recognize software under copyright regimes but acknowledge the need for common procedural laws to effectively resolve conflicts. The study concludes that despite existing legal protections, more efficient mechanisms are required to strengthen software licensing frameworks across the region.
DOI: 10.17632/j7ps93fbtt
title: Trends and Impact of Local Wisdom in Sustainable Energy: A Bibliometric and Future Directions

description: "Trends and Impact of Local Wisdom in Sustainable Energy: A Bibliometric and Future Directions" ends with a heavy focus on the vital contribution local knowledge performs in forward development of sustainable energy solutions. Combining indigenous and traditional knowledge systems with modern sustainable energy models reveals enormous opportunities to address present energy problems according to bibliometric analysis of the research. The study also underlines how extremely necessary local knowledge, accumulated over generations is to ensure that energy systems are not only technologically efficient but also socially inclusive and environmentally sustainable. Key areas where the confluence of local knowledge and sustainable energy solutions might provide interesting research are Southeast Asia, Latin America, and Africa, where communities have strong links to their ecosystems.
DOI: 10.17632/4njddyw68t
title: A data set for the paper "Combining Fuzzy Logic and CEP Technology to Improve Air Quality in Cities"

description: CEP: - EPL patterns and data necessary to reproduce the analysis using Esper EPL on-line. MATLAB-FIS: - Fuzzy Inference System to be opened with MATLAB framework.
DOI: 10.17632/sy58zbv3s2
title: DAISIE objects used for the global analysis of island birds

description: DAISIE R objects including the required data for running DAISIE maximum likelihood analyses as presented in Valente et al. Nature. The main dataset is D1. The other datasets are those used in the sensitivity analyses. (Luis Valente, Albert B. Phillimore, Martim Melo, Ben H. Warren, Sonya M. Clegg, Katja Havenstein, Ralph Tiedemann, Juan Carlos Illera, Christophe Thébaud, Tina Aschenbach, Rampal S. Etienne. A simple dynamic model explains island bird diversity worldwide. Nature).
DOI: 10.17632/xpm9tnpg69
title: Food waste in households in Latvia

description: In order to find out the habits and opinions of Latvian citizens regarding food waste and to understand the real situation in Latvian households, a survey questionnaire was developed. The questionnaire was based on a questionnaire developed by Polish researchers (Misiak & Sobol, 2020) - the Food Wasting Behaviours Questionnaire, which was supplemented with questions according to the objectives of the study. The questionnaire was designed in three parts, where the first part focused on daily habits related to food, the second part - consumers' opinions on food waste and food waste management, the third part - frequency of shopping for different product groups and finally basic information about the household. The questionnaire was designed in the form of statements where the respondent had to choose the most appropriate answer. The questionnaire was created in the Google Forms template, published on the website of the Latvian University of Life Sciences and Technologies, distributed on social networks, and informed about the survey on radio and television. The questionnaire was distributed from 6 June 2024 to 30 January 2025. 1336 respondents from different regions of Latvia, representing different age groups with different numbers of household members, participated in the survey.
DOI: 10.17632/b2pfx6dsmn
title: Polymetallic Te-rich melts contribute to efficient enrichment and precipitation of gold in hydrothermal ore deposits

description: Supplementary tables for version 2. This file in xlsx (two worksheets) contains the compositions of calaverite, petzite, and altaite, and native gold by EMP analysis, and the information on the temperature as a function of time during three in-situ experiments.
DOI: 10.17632/htdwwx3ftm
title: tetsts

description: jfd;kfvbkfdjbnv
DOI: 10.17632/j9z7hhvxsy
title: Social discounting and horizontal and vertical individualism and collectivism (HVIC)

description: This dataset contains information for a group of 133 students from the University of the Free State in South Africa. The subjects completed the standard Social Discounting Task (SDT) and the 14-item version of the IND-COL scale. Altruism is measured using the amount given in the SDT as well as the social discounting rate (k'). The first outcome is measured at task-level and the latter outcome at subject-level. The general hypotheses here are that individuals exhibiting individualistic traits are less altruistic, while individuals who are more collectivist are more altruistic, with the specific hypotheses spelt out in more detail in the publication accompanying this dataset.
DOI: 10.17632/9pwy7rgzkt
title: WEBNET moment tensor catalogue 2008-2018

description: The dataset represents a unique catalogue of full moment tensors (MTs) of earthquakes with ML between 0.5 and 4.4 that occurred in West Bohemia, Czech Republic, in the period from 2008 to 2018. The MTs were calculated from vertical components of P-wave amplitudes. The MT inversion was based on the principal component analysis applied to optimally filtered velocity records of local seismic stations deployed in the West Bohemia area. The minimum number of inverted stations is 15 and the RMS between theoretical and observed amplitudes is lower than 0.5. The catalogue is exceptional in several aspects: (1) it represents an extraordinary extensive dataset of more than 5.000 MTs, (2) it covers a long period of seismicity in the studied area, during which several prominent earthquake swarms took place, (3) the locations and retrieved MTs of earthquakes are of a high accuracy. Additionally, the dataset provides three-component records at the West Bohemia (WEBNET) seismic stations, the velocity model in the region, and the technical specification of the stations. 

The dataset is ideal for being utilized by a large community of researchers for various seismological purposes, e.g., for studies of (1) the migration of foci and the spatiotemporal evolution of seismicity, (2) redistribution of stress during periods of intense seismicity, (3) the interaction of faults, (4) the Coulomb stress along the faults and local stress anomalies connected to fault irregularities, (5) diffusivity of fluids along the activated faults, or (6) the time-dependent seismic risk due to the migration of seismicity in the region. In addition, the dataset is optimum for developing and testing new inversions for MTs and for tectonic stress. Since most of the earthquakes are non-shear, the dataset can contribute to studies of non-double-couple components of MTs and their relation to shear-tensile fracturing and/or seismic anisotropy in the focal zone.

A detailed description of the MT catalogue can be found in the following paper: 

Vavrycuk, V., Adamova, P., Doubravova, J., Horalek, J., 2021. Moment tensor catalogue of earthquakes in West Bohemia from 2008 to 2018, Earth System Science Data, [preprint], https://doi.org/10.5194/essd-2021-349, in review.
DOI: 10.17632/ncf89jddcw
title: The chemical and isotopic characterization of the pyrite to pyrrhotite desulfidation reaction across the metamorphic gradient of a metasedimentary basin

description: Data S1 includes location and petrographic description of samples from the Pontiac Subprovince. Data S2 includes SIMS multiple sulfur isotope (33S, 34S, 36S) of pyrite, pyrrhotite and chalcopyrite from the Pontiac Subprovince metamorphic zones (biotite, garnet and staurolite). Data S2 includes LA-ICP-MS trace element analyses (including errors and detection limits) of pyrite and pyrrhotite from the Pontiac Subprovince (biotite, garnet, staurolite, sillimanite metamorphic zones).
DOI: 10.17632/5zwbdhy94t
title: Experimental investigation of water sensitivity effects on microscale mechanical behavior of shale

description: Clay enrichment experiments were carried out with the Chinese national standards “SYT 5163-2010” to semi-quantitative study of each type of clay mineral in samples. Contact resonance (CR) technique was performed to characterize micromechanics of shale after exposure to water. A total of 64 plus A16 test areas in samples of terrestrial shale in the Ordos Basin and of marine shale in the Sichuan Basin were selected for testing. The results indicated that the compositions of the terrestrial and marine shales were significantly different. Moreover, strength-related mechanical properties, such as storage modulus, of shale would decrease after shale interacts with water, but with different contributions from brittle minerals and clay, as well as variations depending on bedding plane orientation.
DOI: 10.17632/c2gpgny8tz
title: Redox-sensitive partitioning of vanadium and other heterovalent elements between apatite and biotite in high silica magmas

description: Apatite and biotite, ubiquitous minerals in a multitude of rock types, host a variety of trace elements, including those whose valence state, and hence ionic radius and charge, can vary over the oxygen fugacity (fO2) of natural magmatic systems. In this study, we determine trace element (X) partition coefficients in five suites of natural, mostly silicic, metaluminous to peraluminous rocks that formed under reduced to oxidized conditions (FMQ-3.6 to +6.2; FMQ = fayalite-magnetite-quartz buffer). The analyzed suites include Fish Canyon tuff (FCT, USA), Mascota minette (MM, Mexico), Picotani intrusive suite (MAC, Peru), Tuk-Tuk tuff (TT, Indonesia), and Umiakovik pluton (UP, Canada). In three of the suites (MAC, TT, FCT), representing a narrower fO2 range (FMQ-3.6 to 2.9), trace element apatite/glass and biotite/glass partition coefficients (DXap/gl =CXapatite/CXglass and DXbt/gl = CXbiotite/CXglass, respectively) were also determined. Elements considered include alkalis, alkaline earths, rare earth elements, transition metals, metalloids, and high field strength elements, of which V, As, Eu, Mo, Sn, and W are expected to be present in species of more than one valence state (heterovalent) over the fO2 range considered.
Results reveal changes in partitioning behavior of the heterovalent elements over the sample fO2 range. With increasing fO2 from FMQ-3.6 to FMQ+2.9, values of DVbt/gl decrease from ~580 to ~50 whereas DVap/gl increases from ~0.5 to ~5. Arsenic becomes more compatible in apatite with DAsap/gl increasing from ~ 0.04 to ~1.6. Values of Dap/gl for Eu increase from ~20 to ~90. Molybdenum Dbt/gl decreases from ~2 to ~0.1. Tin becomes more compatible with both minerals as fO2 increases, with DSnbt/gl increasing from ~0.1 to ~1.0 and DSnap/gl from ~0.05 to ~0.3. Although the uncertainty on DWap/gl is too large to derive a meaningful fO2 relation, values for DWbt/gl decrease from ~0.13 to ~0.02 with increasing fO2. As a result of DVap/gl and DVbt/gl exhibiting opposite relations with fO2, values of apatite/biotite partitioning (DVap/bt) systematically increase from ~0.001 to ~0.5 with an increase in fO2.
DOI: 10.17632/jxptxx985d
title: Polycomb- and methylation-independent roles of EZH2 as a transcription activator

description: Raw images of Western blot and IHC data
DOI: 10.17632/967tzggnxh
title: Open die forging simulation dataset: 2D cross-sections with equivalent strain values for various process parameters

description: This data set contains the open die forging simulation results for varying aspect ratio of the geometry as well as bite ratio and height reduction. The results are assembled into files that include the node values for position and equivalent strain in a 2D cross-section. This data is recorded for time increments before and after the forging strokes. Each result file contains data for three forging strokes indicated in the header. Addtional information regarding the structure of the data and the data collection methodology can be found in the file 'readme.txt'.
DOI: 10.17632/d5dtz46xcz
title: Diabetes

description: Here's a concise description for your dataset that fits within the 3000-character limit:

---

The dataset comprises 250,000 records and includes information on various health-related factors and conditions, designed to facilitate diabetes prediction and analysis. The dataset includes the following features:

1. Diabetes_012: A categorical variable indicating the presence of diabetes, with possible values of 0 (no diabetes), 1 (pre-diabetes), or 2 (diabetes).
2. HighBP: A binary indicator of whether the individual has high blood pressure.
3. HighChol: A binary indicator of whether the individual has high cholesterol.
4. CholCheck: A binary variable denoting whether the individual has had a cholesterol check in the past year.
5. BMI: The body mass index of the individual, a continuous variable used to categorize weight status.
6. Smoker: A binary indicator showing if the individual is a smoker.
7. Stroke:A binary variable indicating whether the individual has experienced a stroke.
8. HeartDiseaseorAttack: A binary indicator for the presence of heart disease or a heart attack.
9. PhysActivity:A binary variable showing whether the individual engages in physical activity.
10. HvyAlcoholConsump:A binary indicator of heavy alcohol consumption.
11. AnyHealthcare: A binary variable indicating whether the individual has access to any form of healthcare.
12. NoDocbcCost: A binary indicator of whether the individual did not visit a doctor due to cost concerns.
13. GenHlth: A categorical variable representing the individual's general health status, ranging from excellent to poor.
14. MentHlth: A continuous variable indicating the number of days in the past month the individual experienced poor mental health.
15. Sex: The gender of the individual.
16. Age: The age of the individual.
17. Income:The individual's income level, categorized into brackets.
18. Diabetes_binary:A binary outcome variable indicating the presence or absence of diabetes (1 for diabetes, 0 for no diabetes).

This dataset is intended for research and analysis in the field of health and diabetes prediction. It provides a comprehensive view of various health indicators and conditions, making it suitable for developing predictive models and understanding the relationship between diabetes and other health factors.
DOI: 10.17632/wtsx23dhv9
title: Kravic et al. Mol Cell 2022_part 3

description: Microscopy images used for the Figure S8.
DOI: 10.17632/ttf62npkk4
title: Nurses Mental Health Process Care in School context with Adolescents: Mixed methods systematic review.Data from Secondary Research article submited IJNS

description: The authors' choice to conduct a Mixed Methods Systematic Review-MMRS, (Lizarondo et al., 2020)  by integrated convergent approach (Pearson et al., 2014; JBI 2020; Aromataris & Munn, 2020), data extraction process is carried out simultaneously, whether the studies have a quantitative, qualitative or mixed design, providing for data transformation. Data transformation consists of converting quantitative data into qualitative data or vice versa, quantitative data into 'underlying' qualitative data (consisting of the transformation into textual descriptions of the quantitative results) in order to be combined and synthesised in the overall data summary. 
Each eligible study was subjected to methodological and critical appraisal in accordance with its methodology. The researchers decided to use the JBI methodological assessment tools, in accordance with the methodological framework adopted. These tools are available online, have international consensus and guarantee accuracy and reliability. Thus, the resources were used for the assessment of qualitative and mixed studies (Lockwood, Munn, & Porrit, 2017) and Quasi-experimental studies (Tufanaru, Munn, Aromataris, Campbell, & Hopp, 2020) and case series (Munn et al., 2020).
Authors present:
- Prisma Flow of Records: Fig.1
- Table 1. Studies Synthesis - Mixed Method Systematic Review
- Table 2 and 3. Critical Appraisal Tools (CAT), Joanna Briggs Institute (JBI): Synthesis for each elegible studie
- Table 4. Thematic Syntesis