cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/23xtbvk6yp
title: Dataset of Students’ Software Projects Requirements (DOSSPRE)

description: Dataset of Students’ Software Projects Requirements. The dataset has 1317 software requirements, distributed as 801 Non Security Requirements (NSR) and 516 Security Requirements (SR) constituting about 61% and 39% of the dataset respectively. The requirements were harvested from 105 students projects. Besides the original dataset, there are other 2 versions of it, one labelled for binary classification that is NSR and SR and another for multiclass classification. The later has labels in the following categories Classification for Non-Security Requirements (NSR) include Functional, Usability, Portability, Performance Requirements while Security Requirements (SR) include Availability (AVA), Authentication (THE), Authorization (THO), Immunity (IMM), Integrity (INT), Intrusion detection (IND), Confidentiality (CON), Auditing (AUD), Survivability (SUR) and Maintainability (MAI). Software Maintenance is a process that can not be avoided in the lifetime of a software product. Thus, the idea being exposed is the need to include Maintainability as a Security Requirement to prevent introduction of software vulnerabilities every time there are changes to be made to software.
DOI: 10.17632/3shw2jx2wk
title: Dataset on Crop Species Daily Light Integrals (DLIs) and Yields. 

description: A crop-type database has been conceived to relate a sunlight-informed model directly with the light requirements of different crop species. After a literature review, the table shows the twenty-six crops under study. Their light conditions were analysed, converted and mined from recent literature, which included (LEDTonic, 2021);(Currey and Yost, 2020); (Currey, Walters and Flax, 2019); (Dou et al., 2018); (Gellenbeck et al., 2019); (Engler and Krarti, 2021) and the Global CEA Census Report (Horomia and Gordon-Smith, 2021). The dataset includes the crop's ID, type, species, scientific name, Daily Light Integral (DLI), DLI group classification, yearly yield and monthly yield. The yield performance of the studied 26 crops includes data from (Gellenbeck et al., 2019); (Baktemur et al., 2022); (Mann, 2014); (Dorr et al., 2021); (Kumar et al., 2022); (Udagawa, 1992); (Pinho et al., 2018); (Bulgari et al., 2017); (Van Ginkel, Igou and Chen, 2017); (Payen et al., 2022); (Hanson and Vonweihe, 2015); (Ko, Ahn and Son, 2013); (Led et al., 2023). These studies consider the results of yield examined under optimal conditions using soilless vertical systems in CEA.
DOI: 10.17632/96wp49ty5j
title: Legislative Decentralization and Regulatory Dilution: Evidence from Air Pollution Control in China

description: Research Hypothesis:
This study hypothesizes that decentralizing legislative authority from China's central to provincial governments leads to the dilution of environmental regulations. Specifically, it explores how this dilution impacts air quality by weakening local enforcement, allowing increased pollution and the entry of more polluting firms.

What the Data Shows:
The data indicates that after the provincial legislations adapting the national Atmospheric Pollution Prevention and Control Law (APPCL) were enacted, air quality worsened by 3.5% on average. Key pollutants such as PM 2.5, PM 10, and SO2 increased in affected regions. The data suggests that local governments diluted the central regulations to prioritize economic growth, attracting more polluting industries and lowering firm closures in these sectors.

Notable Findings:

The enactment of provincial APPCLs corresponds with a deterioration in air quality.
Local environmental enforcement declines after the passage of these laws.
Cities under closer central supervision or those with political ties to central leaders experienced less legislative dilution.
Data Interpretation:
This dataset includes air quality readings (AQI, PM 2.5, PM 10, SO2), records of environmental penalties, and data on polluting firms' registration and closure. It covers 334 cities from 2014 to 2020. The difference-in-differences analysis links the introduction of local APPCLs to declines in air quality. The data reveals that local adaptations often weakened enforcement, particularly in regions with less central oversight.

Data Collection Method:
Air quality data were collected from official monitoring stations, providing monthly averages of pollutants. Legislative data on APPCL enactment was gathered from provincial records. Environmental penalties were sourced from a national legal database, while firm registration data came from the State Administration for Industry and Commerce. Meteorological data were included to account for weather effects on pollution levels, and economic data were used as controls.

How the Data Can Be Used:
This dataset is valuable for researchers studying environmental governance, decentralization, and regulatory enforcement. It offers insights into how political and institutional factors affect environmental policy outcomes at the local level. Analysts can use it to replicate or expand upon the findings regarding governance quality and environmental regulation under decentralized systems.
DOI: 10.17632/fr95xpvjt7
title: High surface area and interconnected nanoporosity of clay-rich astromaterials: N2 BET and TG-DSC-MSEGA data

description: Whereas the bulk porosity of clay-rich meteorites is well established, the magnitude of their surface area and nano-scale porosity is poorly known. Here we apply the N2 BET gas adsorption method to measure the scale-distribution and net surface area of porosity in a range of clay-rich carbonaceous chondrite (CC) meteorites: Tarda (C2-ung), Ivuna (CI1), Orgueil (CI1), Aguas Zarcas (CM2), and Murchison (CM2). For comparison, N2 BET data was also acquired from the anhydrous CC Allende (CV3). Tarda (C2-ung) has high surface area, up to 82 m2/g, dominated by an interconnected network of ~3-nm-sized pores. In comparison, Ivuna and Orgueil (CI1) and Aguas Zarcas and Murchison (CM2) have bimodal nanopore-size distributions with a lower density of ~3-nm pores and broader size distributions around 40 nm, and corresponding lower surface areas ~14-19 m2/g. A summary of the data is shown in Table 1 (file 2Table1 N2BET data CC meteorites.docx). 

Two data sets are included that accompany the paper entitled "High surface area and interconnected nanoporosity of clay-rich astromaterials": the raw N2 BET data files including the derivation of the pore size and pore-size distribution; and the TG, DSC, and MSEGA data for the unweathered and artificially weathered Tarda meteorite.

Prior to the N2 BET measurements, it is necessary to remove these physisorbed species through outgassing. The N2 BET measurements were acquired after several outgassing pretreatment - the pretreatment is listed after the meteorite name: Tarda-100 refers to the sample outgassed at 100 °C under flowing N2 for 24 hr; after prolonged storage under a dry N2 atmosphere (-NH); after being held under a vacuum for 24 hr at room temperature (-VRT); and, after heating in the presence of flowing dry nitrogen at 250 °C for 24 hr (-250) (Table 1). The N2 BET measurements are made by exposing the degassed sample to N2 at a series of controlled pressures while maintaining the sample at a constant cryogenic temperature of -195.8 °C, which corresponds to the boiling point of N2. The volume of adsorbed or desorbed gas is measured over a relative equilibrium adsorption pressure (p/p0) from near 0 to 1, where p is the absolute equilibrium pressure and p0 the saturation pressure of the gas.

The Tarda N2 BET data shows the ease with which atmospheric moisture can adsorb onto its high surface area. This magnitude of the adsorption under laboratory conditions is measured by TG-DSC-MSEGA. 

Further information on the data acquisition and the samples is provided in the attached file 1Materials and Methods - N2BET, TG, DSC, MSEGA.doc
DOI: 10.17632/ygs4nyydk4
title: Bissonnette R et al._JAAD_BALISTAD_Supplement

description: Bissonnette R. et al._Supplement_Plain Language Summary
Bissonnette R et al._Supplement_Author video
Bissonnette R et al._Supplement to Research letter
DOI: 10.25442/hku.16674565.v1
title: Weiboscope Open Data

description: Welcome to the Open Weiboscope Data Access website. Weiboscope is a data collection and visualization project developed by the research team at the Journalism and Media Studies Centre, The University of Hong Kong (JMSC). One of the objectives of the project is to make censored Sina Weibo posts of a selected group of Chinese microbloggers publicly accessible, which enables academic use of the data for better understanding of the social media in China and making the Chinese media system more transparent. Since January 2011, the project has been regularly sampling timelines of more than 350,000 Chinese microbloggers who have more than 1,000 followers. The methodology has been detailed in an IEEE Internet Computing article (Fu, Chan, Chau, 2013). Besides, we have sampled Sina Weibo accounts randomly since 2012 and the samples' most recent timeline were collected and stored into the dataset. Our sampling approach is reported in a PLOS ONE article (Fu, Chau, 2013). This site contains all the Weiboscope data collected in the year 2012. We are delighted to share the data for open access. But for ethical reason, the data are anonymized, i.e. real user and message id are replaced by pseudo ID. When using the data, please cite the paper below. King-wa Fu, CH Chan, Michael Chau. Assessing Censorship on Microblogs in China: Discriminatory Keyword Analysis and Impact Evaluation of the 'Real Name Registration' Policy. IEEE Internet Computing. 2013; 17(3): 42-50. http://doi.ieeecomputersociety.org/10.1109/MIC.2013.28 Data Set Statistics: Number of weibo messages: 226841122 Number of deleted messages: 10865955 Number of censored ('Permission Denied') messages: 86083 Number of unique weibo users: 14387628 Enquiry: Send your question/comment to weiboscope@gmail.com. The project is funded by the University of Hong Kong Seed Funding Program for Basic Research.<br>Citation:Fu KW, Chan CH, Chau M. Assessing Censorship on Microblogs in China: Discriminatory Keyword Analysis and the Real-Name Registration Policy. Internet Computing, IEEE. 2013; 17(3): 42-50.<br>
DOI: 10.17632/j72fn7rg8c
title: Sensory Profile, Functional Properties and Molecular Weight Distribution of Fermented Pea Protein Isolate

description: Raw Data from the research on pea protein isolate fermentation
DOI: 10.17632/5pwrmsy3ty
title: Role of Medium-Term Budget Framework (MTBF) in accomplishing Public Financial Management (PFM) Goals

description: MTBFs generally cover the preparation, execution, and monitoring of multiannual budget plans and encompass expenditure and revenue predictions. Overall, a well-designed MTBF reflects the impact of past budgetary obligations and the future cost of new policy measures. It is explained by the Ministry of Finance, jointly with other responsible public authorities, in accordance with this law's budgetary-fiscal principles and rules.
DOI: 10.17632/gf6xnkb5tw
title: Ecoefficency-and-Climate-data

description: It is a CSV file containing the data of 32 municipalities of Puebla related to the variables used for the Eco-efficiency and climate determinants exercise.
DOI: 10.17632/xztfbtsgys
title: Sub-hourly measurement datasets from 6 real buildings: Energy use and indoor climate - Datasets

description: The data are measurements of energy use and indoor climate from 6 real buildings in different climates. The data have a time resolution varying between 1 min and 15 min; in some case the highest resolution data are also averaged at larger intervals, up to 30 min. The data presented here were collected independently by researchers of different institutions and gathered in the context of the IEA EBC Annex 81 Data-driven Smart Buildings, as a joint effort to compile a diverse range of datasets suitable for advanced control applications of indoor climate and energy use in buildings.
DOI: 10.6084/m9.figshare.16893496.v1
title: February 2021 Covid-19 + Vaccines Twitter Streaming Dataset

description: The file contains Tweet IDs* for COVID-19 related tweets collected in <b>February, 2021</b> from <b>Twitter's COVID-19 Streaming Endpoint </b>via a custom script developed by the <b>Social Media Lab (https://socialmedialab.ca/)</b>.<br>Visit <b>our interactive dashboard at https://stream.covid19misinfo.org</b>/ for a preview and some general stats about this COVID-19 Twitter streaming dataset.<br>For more info about <b>Twitter's COVID-19 Streaming Endpoint</b>, visit <b>https://developer.twitter.com/en/docs/labs/covid19-stream/overview</b><br><b>Note</b>: In accordance with Twitter API Terms, the dataset only includes Tweet IDs (as opposed to the actual tweets and associated metadata). To recollect tweets contained in this dataset, you can use programs such as Hydrator (https://github.com/DocNow/hydrator/) or the Python library Twarc (https://github.com/DocNow/twarc/).
DOI: 10.6084/m9.figshare.7653227.v1
title: The phospholipid flippase DnfD localizes to late Golgi and is involved in asexual differentiation in <i>Aspergillus nidulans</i>

description: The maintenance of cell shape requires finely tuned and robust vesicle trafficking in order to provide sufficient plasma membrane materials. The hyphal cells of filamentous fungi are an extreme example of cell shape maintenance due to their ability to grow rapidly and respond to the environment while keeping a relatively consistent shape. We have previously shown that two phospholipid flippases, which regulate the asymmetry of specific phospholipids within the plasma membrane, are important for hyphal growth in <i>Aspergillus nidulans</i>. Here, we examine the rest of the phospholipid flippases encoded by <i>A. nidulans</i> by obtaining single and double deletions of all four family members, <i>dnfA, dnfB, dnfC</i>, and <i>dnfD</i>. We find that deleting <i>dnfC</i> does not impart a noticeable phenotype, by itself or with other deletions, but that <i>dnfD</i>, the homolog of the essential yeast gene <i>neo1</i>, is important for conidiation. <i>dnfD</i> deletion mutants form misshapen conidiophore vesicles that are defective in metulae formation. We localize DnfD to late Golgi equivalents, where it appears just before dissociation of this organelle. We propose that DnfD functions in a trafficking process that is specifically required for the morphological changes that take place during conidiation.
DOI: 10.17632/ctdvxsvxgk
title: Sb stable isotope fractionation data

description: Data for: Structure-specific Sb stable isotope fractionation during adsorption onto birnessite: a molecular perspective from X-ray absorption spectroscopy and density functional theory
DOI: 10.17632/8c9t8fsb5g
title: Оценка финансового состояния нефтегазовых компаний в условиях макроэкономических шоков

description: Панельные данные собраны по 12(российских) компаний Нефтегазового сектора ПАО
Данные для поиска показателей: СПАРК и сайт ЦБ, для получение данных по изменений ключевой ставке.
Показатели: ROE, ROA, D/E, Market Cap, EPS, DPS, Ликвидность (CR,QR,AR), OCF, Key Rate, Market Cap(млрд) в LN.
Рассматриваемый период 2014-2022г. 
Исследовательский вопрос в магистерской диссертации: Как изменения в денежно-кредитной политике будут влиять на устойчивость финансового положения российских компаний нефтегазовой отрасли?
DOI: 10.17632/67zdtdz62r
title: Tabaconomía Bolivia

description: This dataset contains images of cigarette packs collected during a field survey in Bolivia to analyze their origin and verify compliance with the Ministry of Health regulations. The photos show all sides of each pack, including official health warning pictograms and import stickers where applicable. This dataset is relevant for regulatory compliance.
DOI: 10.17632/87zcs3c8zc
title: Data for: The influence of environmental and health indicators on premature mortality: An empirical analysis of the City of Toronto’s 140 neighborhoods

description: Demographic, socioeconomic, environmental and health data for 140 neighbourhoods of the City of Toronto
DOI: 10.17632/8tggjtjxry
title: Data for: The effects of farmers' place attachment and identity on water conservation moral norms and intention

description: The data can be recovered in the SPSS software.
DOI: 10.17632/8yjtj7dhmm
title: Self-healing, biocompatible bioinks from self-assembled peptide and alginate hybrid hydrogels

description: Data for manuscript entitled self-healing, biocompatible bioinks from self-assembled peptide and alginate hybrid hydrogels
DOI: 10.6084/m9.figshare.1512426.v1
title: readme

description: a readme file to describe dataset features.
DOI: 10.6084/m9.figshare.7387130.v4
title: Generic Object Decoding

description: Here we provide preprocessed fMRI data and image features from Horikawa & Kamitani (2017) Generic decoding of seen and imagined objects using hierarchical visual features. Nat Commun.<br><br>Raw (unpreprocessed) fMRI data are available at OpenNeuro.<br><br>Analysis demo code is available at GitHub.<br><br>History:<br><br>2019-05-08 fMRI data mat files were replaced with h5 files.<br><br>
DOI: 10.17632/3cfj465shk
title: Data for: Demographic, Clinical, and Radiologic Characteristics of a Cohort of Patients with Takayasu Arteritis

description: Database.
DOI: 10.17632/552kf9bgkw
title: Employment Satisfaction Survey (ESS) in measuring and evaluating employee management expectations

description: Professional and Essential Workers that includes blue-colored jobs all over the world truly understands and have their own personal expectations with it comes to the so-called Employment Satisfactions towards their employer career advancement. A desirable career advantages and an employment criterion matrix evaluates different local employees, and other specified workers in order to realize and understands several employment satisfaction component guidelines into their personal career goals and aspirations. From this aspect, the research article is focused on the feedback of the employees whether they are still connected from their companies, and those who are considered outgoing or their separation from their employment.
DOI: 10.17632/322c766sjw
title: Supplemental data Experience of dupilumab treatment in inherited epidermolysis bullosa: a short series, Bellon et al

description: Supplemental data of article "Experience of dupilumab treatment in inherited epidermolysis bullosa: a short series", Bellon et al.
* Figure 2s (supplementary data): Heat map analysis of plasmatic cytokines
Heat map analysis of plasmatic cytokines ratios calculated as: levels measured after dupilumab treatment/levels measured before dupilumab treatment. Decreased cytokine ratios are represented in blue, and increased cytokine ratios in red. The rows and columns are ordered based on the results of the agglomerative hierarchical clustering, with dendrograms for the patients (7, 3, 10, 4, 1 and 6) and cytokines shown on the vertical and horizontal axes respectively. Heat map was created using Qlucore Omics Explorer software 3.7.
* Table 2 supplementary data: Molecular diagnosis
* Methods
* PGA EB: Physician’s global assessment of Epidermolysis bullosa
DOI: 10.17632/b93c846dhs
title: The QWalk simulator of quantum walks

description: This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018) Abstract Several research groups are giving special attention to quantum walks recently, because this research area have been used with success in the development of new efficient quantum algorithms. A general simulator of quantum walks is very important for the development of this area, since it allows the researchers to focus on the mathematical and physical aspects of the research instead of deviating the efforts to the implementation of specific numerical simulations. In this paper we present QWal... Title of program: QWalk Catalogue Id: AEAX_v1_0 Nature of problem Classical simulation of discrete quantum walks in one- and two-dimensional lattices. Versions of this program held in the CPC repository in Mendeley Data AEAX_v1_0; QWalk; 10.1016/j.cpc.2008.02.019
DOI: 10.17632/49gxpjrcn9
title: Craniofacial cartilage organoids from human neural crest stem cells

description: We hypothesize that knowledge of cell signaling pathways that drive human neural crest differentiation into craniofacial chondrocytes may be obtained using human stem cells that self-organize into organoids. We developed a differentiation protocol that generated self-organizing craniofacial cartilage organoids from human embryonic stem cell-derived neural crest stem cells. Histological staining of cartilage organoids revealed tissue architecture and staining typical of elastic cartilage. Protein and post-translational modification (PTM) mass spectrometry and snRNA-seq data showed that chondrocyte organoids expressed robust levels of cartilage extracellular matrix (ECM) components: many collagens, aggrecan, perlecan, proteoglycans, and elastic fibers.
DOI: 10.17632/rnpj8ngn5z
title: The Tunisian exchange rate regime: Is it really floating?

description: Financial statistics on exchange rates et foreign reserves
DOI: 10.17632/jmppy4h8k2
title: Emotion regulation and therapeutic alliance

description: The objective of this study is to understand emotion regulation as a predictor of the development of the therapeutic alliance in a context of post-divorce group intervention. It proposes a multilevel study to compare the therapeutic alliance established at the individual level, and the therapeutic alliance that is established as a group, taking into account both the perception of the participant and the therapist. We expected to find differences between the two situations. The data shows variables about emotion regulation, parent´s psychological symptoms, parent´s divorce adaptation difficulties, and therapeutic alliance.
DOI: 10.6084/m9.figshare.9976208.v1
title: Preventing Relapse with Personalised Smart-Messaging After Cognitive Behavioural Therapy: A Proof of Concept Evaluation

description: Objectives. Cognitive Behavioural Therapy (CBT) can improve symptoms of anxiety and depression, but also reduces the risk of future relapse after therapy completion. However, current CBT relapse prevention methods are resource intensive and can be limited in clinical practice. This paper investigates a personalised means of reducing relapse using smart-messaging in two settings; research and routine care. Design. Study 1 presents a cohort study comparing a cohort of smart-messaging users versus non-users. Study 2 presents time series follow up data from a case series of smart-messaging users from clinical practice. Methods. Fifteen of 56 CBT completers who participated in a trial for the treatment of health anxiety wrote advice they would want if in future they were doing well, experiencing early warning signs of relapse, or experiencing full relapse. Following CBT, participants received weekly text-message requests to rate their wellbeing. Dependent upon their response, participants received tailored advice they had written, appropriate to the wellbeing level reported after recovery from health anxiety. Smart-messaging was also trialled in a routine practice sample of 14 CBT completers with anxiety and depression. Results. Across a 12-month follow-up, participants receiving smart-messaging showed greater health improvements than those who did not. Wellbeing scores showed stability between CBT completion and six-month follow-up among routine care patients. Conclusions. These findings suggest that a low-intensity, personalised relapse prevention method can have a clinical benefit following CBT for common mental health problems.