cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/rpzv9k5s49
title: Supplementary Materials - Global Research Trends in Photocatalytic Degradation of Microplastics: A Bibliometric Perspective

description: The supplementary materials accompanying the article "Global Research Trends in Photocatalytic Degradation of Microplastics: A Bibliometric Perspective" enhance the study's transparency, reproducibility, and academic significance. These materials comprise a meticulously detailed PRISMA 2020 Checklist, which systematically records the review's compliance with established reporting standards. This checklist encompasses critical components such as the search strategy, eligibility criteria, synthesis methods, and data availability. 
It is essential to note that this work represents a bibliometric review, diverging from traditional health-focused systematic reviews. Consequently, certain items within the PRISMA framework – specifically those pertaining to risk of bias assessment, protocol registration, and meta-analysis – are deemed inapplicable to this study. The checklist explicitly acknowledges and contextualizes these exceptions to uphold methodological transparency. 
The supplementary materials also list all 204 research articles used for the bibliometric analysis. Additionally, it includes a custom R-script designed to automate merging and deduplicating bibliographic data obtained from the Web of Science (WoS) Core Collection and Scopus databases. This tool significantly aids in ensuring reproducibility during the data processing phase of large-scale bibliometric analyses. To further enrich the depth of analysis provided in the main article, several supplementary tables and figures are included: 
-Table S1: This table documents the annual scientific output and average total citations per year, elucidating temporal trends in research activity within the field. 
-Table S2: This table offers a comprehensive overview of the most productive authors, institutions, and countries contributing to research on photocatalytic degradation of microplastics. 
-Figure S1: A word cloud visualization detailing the most frequently used keywords in the literature, providing insights into the evolution of research themes and focus areas over time. 
-Figure S2: A global collaboration network map illustrating the density and breadth of international research partnerships within the field. 
Collectively, these supplementary materials establish a robust foundation for transparency and facilitate future replication efforts. They deliver substantial value to researchers engaged in environmental science, materials chemistry, and strategies for mitigating plastic pollution. Moreover, they complement the findings articulated in the main text and serve as a vital resource for advancing bibliometric methodologies within interdisciplinary sustainability research.
DOI: 10.6084/m9.figshare.19453622.v2
title: Full data for wind speed post-processing

description: Full dataset for the multivariate post-processing of 10 m wind speed, data in the feather format, forecast data from ECMWF.
DOI: 10.6084/m9.figshare.27934362.v1
title: Chen et al_Supplementary data.xlsx

description: Chen et al_Supplementary Data
DOI: 10.17632/sft2pdk4nv
title: Educational Institute Dataset

description: Educational Institute Dataset
Data of various educational institutes of province Punjab, Pakistan
DOI: 10.17632/tr5tfx7gfh
title: Good and Bad classification of Banana (Musa × paradisiaca L)

description: Good Banana: Imagine a banana with a vibrant yellow peel, perhaps with a few tiny brown speckles – these are often called "sugar spots" and indicate peak sweetness and ripeness. It feels firm to the touch but yields slightly under gentle pressure. The aroma is sweet and fruity. Inside, the flesh is creamy, smooth, and a pale ivory color, offering a delightful balance of sweetness and a subtle tang. A good banana is easy to peel, with no bruising or soft spots, and provides a burst of energy and essential nutrients like potassium.
Bad Banana: On the other hand, a "bad" banana might sport a predominantly brown or black peel, signaling overripeness and potential spoilage. It could feel mushy or overly soft to the touch, possibly even leaking. The smell might be overly fermented or unpleasant. Inside, the flesh could be discolored, watery, or have a fermented taste. Bruises, cuts, or mold growth also clearly indicate a banana past its prime. While still potentially usable in baking in some cases, a bad banana in this context is generally undesirable for fresh consumption.
DOI: 10.17632/24wf7g7hvw
title: Consumer survey: product lifetimes and durability of electronics

description: This database presents a set of consumer reports (1037) on their electronics use and ownership experience focusing on lifetimes and durability of such.

It comes as a result of online survey conducted using Amazon Mechanical Turk. Consumers (80% of whom come from the USA) were asked to report on the dates of purchase (obtaining) and disposal of different electronics types. This allowed estimating possession lifetimes of such products and their durability (time until first failure). Additionally, data on repair, hibernation, brands and models, geographical, location, and prices was collected. 

Data presented in this repository is rather an initial (cleaned and aggregated) set of consumer reports, hence, is open for farther interpretation depending on practitioner's needs. 

Data fields for each consumer report that describes a single device ownership: 
- 4 digit UNU product code (e.g. "0303" for a 'Laptop computer')
- LTrecords: set of consumer reports collected for this specific product category
- LS: Time from the date when the product was obtained until its first failure (equals to LT if never failed)
- LT: Time from the date when the product was obtained until its disposal 
- LTphase: Type of ownership (LT1, LT2, LT3, LT4) depending if the product is new, second-hand, etc. Publication describing this classification is being prepared for publishing at the moment. 
- brand: brand of the reported device
- chng_user: Failed/repaired due to user related cause
- in_condition: The condition of the device at the moment of obtaining it: new, used, etc
- in_month: Month when obtained
- in_year: Year when obtained
- model: Model of the reported device
- niu_months: Hibernation period (months not being used prior to disposal)
- out_condition: The condition of the device at the moment of disposing it: used, failed, etc
- out_inpossession: Still in possession? If yes, then LT defines time in possession, otherwise LT defines possession lifetime
- out_inuse: Still in use?
- out_method: The way how was disposed of, e.g. discarded, passed over, recycled, etc
- price_range: Reported price category out of three
- report_date: Date of the report collection
DOI: 10.15468/dl.d5dbxx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platytroctes Günther, 1878",
 "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 ((36.2225 24.1647,35.9648 24.4806,35.9648 19.8496,37.7519 19.8496,37.7005 20.2556,37.7935 21.209,37.3891 21.7756,37.3588 22.2459,36.8499 22.7968,36.6611 23.2461,36.1736 23.4033,36.31 23.7463,36.2225 24.1647))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013009-250525065834625/datasets/export for details.
DOI: 10.17632/5bdgc4ndbp
title: Digital image correlation videos of 3-point test of PVA-reinforced and PP-reinforced geopolymer composites

description: Cellulose nanocrystals (CNC) were incorporated in PVA-Reinforced and PP-reinforced geopolymer composites. This Data set presents digital image correlation videos of PVA-reinforced and PP-reinforced geopolymer composites during 3-point bend testing.

Data is organized as the following:

1. Digital Image Correlation (DIC) videos of fiber-reinforced geopolymer composites reinforced with 12mm PVA fibers and PP fibers

1.1. DIC videos for bending

1.2. DIC videos for fracture

1. Digital Image Correlation (DIC) videos of fiber-reinforced geopolymer composites reinforced with long PVA (30 mm) fibers and PP fibers (50 mm)

2.1. DIC videos for bending

2.2. DIC videos for fracture
DOI: 10.17632/b83384jp92
title: فصلنامه بین المللی قانون یار-پذیرش و چاپ مقالات علمی حقوق، فقه و علوم اسلامی-سردبیر و مدیر مسئول: دکتر بهنام اسدی

description: فصلنامه بین المللی قانون یار به عنوان یکی از نشریات علمی موسسه قانون یار از سال 1396 فعالیت خود را شروع کرد و هم اکنون در حال پذیرش مقاله است. از تمامی پژوهشگران و محققین که قصد ارسال مقاله به این فصلنامه دارند درخواست می گردد به نکات زیر توجه داشته باشند:
پژوهشگر گرامی براي جلوگيري از تأخير در داوري و انتشار به موقع مقاله لطفاً به نكات زير توجه فرمايي. 
1. مقاله ارسال شده نبايد قبلاً در هيچ نشرية داخلي يا خارجي و يا مجموعه مقالات خارجي چاپ شده باشد. نويسندگان محترم تا هنگامي که جواب پذيرش از نشريه نرسيده است، مقاله خود را به نشريه ديگري براي چاپ ارسال نكنند. نویسنده مسئول عهده دار مکاتبات مقاله ارسالی می باشد و نام وی با یک ستاره نشانه گذاری می گردد و نویسنده همکار اول با دو ستاره و به همین ترتیب در زیر عنوان مقاله درج و قید می گردد. 
2. مقالات فارسي با قلم بی زر فونت شماره 13 و مقالات انگليسي با قلم Times New Roman فونت شماره 12با نرم‌افزار word تهيه شود. مقالات در سایز استاندارد A4 با حاشيه از بالا 6 و پايين 5/6 و راست 5/4 و چپ 5/4 سانتي‌متر تايپ گردد و نهایتاً فواصل بين خطوط به‌ صورت Singl باشد. 
3. براي مقالات فارسي، عنوان مقاله با در نظر گرفتن فواصل بين کلمات نبايد از 60 حرف تجاوز كند و با قلم نازنين سياه 16 تايپ گردد. 
4. نقل قول‌ها: نقل به مضمون و مطالب استنتاج شده از منابع و مآخذ، با حروف نازک و استفاده از نشانه‌گذاري‌هاي مرسوم، مشخص گردد و نام صاحبان آثار، تاريخ، و شماره صفحات منابع، بلافاصله در ميان پرانتز نوشته شود. 
5. مقالات برگرفته از رساله پايان‌نامه دانشجويان با نام استاد راهنما، مشاوران و دانشجو به صورت توأمان و با مسئوليت استاد راهنما منتشر مي‌شود. 
6. چنانچه هزينه هاي تحقيق يا تهيه مقاله از سوي مؤسسه‌اي تأمين مالي شده باشد، بايد نام مؤسسه در صفحه اول درج شود. 
7. مجله حق رد يا قبول و نيز ويراستاري مقالات را براي خود محفوظ مي‌دارد و مقالات مسترد نمي‌گردد. اصل مقالات رد يا انصراف داده شده پس از سه ماه از مجموعه آرشيو مجله خارج خواهد شد و مجله هيچ مسئوليتي در اين زمينه نخواهد داشت. 
8. جهت خدمت هرچه بهتر و بیشتر به محققین و پژوهشگران عزیز در صورت نو و جدیدبودن موضوع، استخراج مقالات از پایان نامه این دسته از عزیزان به صورت کاملاً رایگان انجام می گردد و در این رابطه هیچ هزینه ای از محقق و پژوهشگر اخذ نمی گردد. 
9. براي ارسال مقاله یا پایان نامه خویش لازم است نويسنده يا نويسندگان محترم فایل word مقاله خویش را به همراه شماره تماس به یکی از آدرس ایمیل های
 Phdsara@yahoo. com 
Ghanonyar. tehran@yahoo. com
 Ghanonyar. tehran@gmail. com
 ارسال نمایند تا پس از بررسی سردبیر و ارجاع به داوری، در صورت پذیرش در فصلنامه مذکور، اقدامات بعدی جهت چاپ مقاله انجام گیرد.
DOI: 10.17632/g78253w26n
title: Data for: An open-source implementation for fully automated quantification of DNA fibers

description: The open source code will be made available upon publication
DOI: 10.17632/zxfxd59554
title: PyFEST - a Python code for accurate frequency estimation

description: The data consist of an application, namely PyFEST, written in Python language, and a file with instructions to install and use the application. It can be used to estimate the frequencies of short-time signals with high accuracy. Along with the application, examples with generated signal (single-ton, multi-tone, noisy, damped etc.) and measured signals are delivered for testing purposes. The frequencies of the harmonic components are evaluated one-by-one with high accuracy. Because the actions performed do not imply previous expertise, the results are not influenced by human intervention.
DOI: 10.6084/m9.figshare.5765376.v1
title: Email Dataset by Department

description: The mock email entries for each department with the labelled question type.
DOI: 10.17632/c8g575ztpb
title: Coda Well-formedness in Old English

description: A good deal of Proto-Germanic words with coda clusters entered the Old English lexicon, and Old English speakers perhaps accepted the coda clusters as they were, as in segl > segl ‘sail’ and tagl > tægl ‘tail.’ However, it appears from the data available that some types of coda clusters in the Proto-Germanic words underwent a kind of repairing process in Old English so that the non-permitted coda clusters would become well-formed in Old English. 
  The data (n = 58) has been manually collected from Collins Online Dictionary (2022), Random House Webster’s College Dictionary (2001) and Ringe and Eska (2013), and shown in Table 1. The left column in the data table gives Old High German (OHG) words, Old Norse (ON) words right to the OHG words, and both or either of them perhaps were borrowed into Old English; this change is indicated by the shaftless arrow (>). The absence of a word in the table indicates that there is no word entry in the dictionary – for instance, nothing for dim in OHG. 
  The sole aim of the present data collection is to suggest potential hypotheses which are based on observation of the available data. If we are to make further progress in understanding Old English, the available data and the formulation of the hypotheses will be a necessary step forward (Ringe and Eska 2013). 
  Four hypotheses can be put forward by observing the available data, as shown in the file.
DOI: 10.6084/m9.figshare.28904696.v2
title: dragen_4.2.4_HG008_tumor.hard-filtered.hg38_multianno_clinvar.vcf.gz

description: Initial annotation of a publicly available HG008-T somatic variants called by DRAGEN v.4.2.4 (https://ftp.ncbi.nlm.nih.gov/ReferenceSamples/giab/data_somatic/HG008/Liss_lab/superseded-2022-data/analysis/DRAGEN-v4.2.4_ILMN-WGS_20230914/dragen_4.2.4_HG008_tumor.hard-filtered.vcf.gz) was performed using ANNOVAR (v2020-06-08, https://annovar.openbioinformatics.org/en/latest/).
DOI: 10.6084/m9.figshare.13280900.v1
title: Figure 1 B

description: Confocal images used to generate spatial intensity distribution analysis data for the publication figures 1 B and 4 A + C
DOI: 10.6084/m9.figshare.15023385.v1
title: SINE-Finder.py

description: Cite from Wenke et al. 2011. "Targeted identiﬁcation of short interspersed nuclear ele-ment families shows their widespread existe."<br>
DOI: 10.6084/m9.figshare.5125216.v1
title: Supplementary Material for: Change in Proportional Protein Intake in a 10-Week Energy-Restricted Low- or High-Fat Diet, in Relation to Changes in Body Size and Metabolic Factors

description: <b><i>Objective:</i></b> To investigate in a secondary analysis of a randomised trial the effects of a low-/high-fat diet and reported change from baseline in energy% from protein (prot%), in relation to changes in body size and metabolic factors. <b><i>Methods:</i></b> Obese adults (n = 771) were randomised to a 600 kcal energy-deficient low-fat (20-25 fat%) or high-fat (40-45 fat%) diet over 10 weeks. Dietary intake data at baseline and during the intervention were available in 585 completers. We used linear regression to calculate the combined effects of randomised group and groups of prot% change (2) on outcomes. <b><i>Results:</i></b> The low-fat group with &gt;2 prot% increase lost 1.1 kg more weight (p = 0.03) and reduced cholesterol by 0.25 mmol/l more (p = 0.003) than the high-fat group with &gt;2 prot% decrease. These differences were 2.5-fold and 1.8-fold greater than the differences between the low-fat and high-fat groups while not considering prot% change. The high-fat group reduced plasma triglycerides more than the low-fat group, but not compared to those in the low-fat group with &gt;2 units prot% increase (p fat-protein interaction = 0.01). <b><i>Conclusions:</i></b> Under energy restriction, participants on a low-fat diet who had increased the percentage energy intake from protein showed the greatest reduction in weight and cholesterol, and a triglyceride reduction equally large to that of participants on a high-fat diet.
DOI: 10.6084/m9.figshare.6480497.v1
title: DSC.rar

description: DSC Data
DOI: 10.6084/m9.figshare.9205208.v2
title: PSA function for single dose model from Mechanistic modelling of prostate-specific antigen dynamics shows potential for personalized prediction of radiation therapy outcome.

description: PSA function for single dose model required for the nonlinear least-squares method.
DOI: 10.6084/m9.figshare.28330520.v1
title: Metagenomic data

description: This dataset comprises all assembled estuarine cyanophage genomes obtained in this study.
DOI: 10.6084/m9.figshare.6614975.v1
title: gtReport.txt

description: We conducted extreme-phenotype GWAS comparing CHB patients who achieved functional cure before age of 60 years and those who maintained high serum levels of HBsAg even after age of 60 years.
DOI: 10.17632/94j4ws2325
title: Grape Disease Dataset

description: The environment plays a crucial role in shaping crop growth and productivity. A IoT will be utilized for monitoring temperature, humidity, and leaf wetness, all of which influence grape quality and lifespan. Furthermore, a far-reaching dataset takes into consideration the investigation of illness designs, natural elements, and potential moderation systems. By leveraging weather-related variables and sensor data, grapevine producers can create an efficient and automated disease detection system. We presents a self-created weather parameter database using sensors. The database consists of 10000 records divided into 5 categories. Here, experiment have been carried out using our dataset to predict grape diseases on various machine learning algorithm.

 Data can be collected remotely or in the field. Actual results can be taken from the field at real time after regular interval. Here, experiment have been carried out using our dataset to predict grape diseases on various machine learning algorithm. The dataset is categorized into 8 distinct classes, including 3 disease categories. The disease categories cover a range of common grape diseases, such as powdery mildew, downy mildew, bacterial leaf spot. Temperature and Leaf Wetness Sensor are needed to measure weather parameters and managed by NodeMCU. Data set were analyzed to predict the instances of diseases Downey Mildew, Powdery Mildew and Bacterial Leaf Spot using the algorithm. Additionally, we may need metadata such as the type of grape variety, location, and date of observation. Integrated the collected data means combined the grape disease data with the corresponding environmental data
DOI: 10.17632/s9mb3d437k
title: Molecular phylogeny, historical biogeography and revised classification of andrenine bees (Hymenoptera: Andrenidae)

description: We sampled ultraconserved element (UCE) sequences from 235 taxa of andrenid bees (Hymenoptera: Andrenidae), including all genera of subfamily Andreninae and 98 out of 104 currently recognized subgenera of the genus Andrena. We used 419,858 aligned nucleotide sites from 1009 UCE loci to infer a comprehensive molecular phylogenetic analysis of subfamily Andreninae.
DOI: 10.6084/m9.figshare.11815008.v1
title: Row Data_survival rate of gurami sago_6 Feb 2020.doc

description: survivate rate of gurami sago in different aquaculture system
DOI: 10.17632/dgypyc34gb
title: A finite element toolbox for the Bogoliubov-de Gennes stability analysis of Bose-Einstein condensates

description: We present a finite element toolbox for the computation of Bogoliubov-de Gennes modes used to assess the linear stability of stationary solutions of the Gross-Pitaevskii (GP) equation. Applications concern one (single GP equation) or two-component (a system of coupled GP equations) Bose-Einstein condensates in one, two and three dimensions of space. An implementation using the free software Image 1is distributed with this paper. For the computation of the GP stationary (complex or real) solutions we use a Newton algorithm coupled with a continuation method exploring the parameter space (the chemical potential or the interaction constant). Bogoliubov-de Gennes equations are then solved using dedicated libraries for the associated eigenvalue problem. Mesh adaptivity is proved to considerably reduce the computational time for cases implying complex vortex states. Programs are validated through comparisons with known theoretical results for simple cases and numerical results reported in the literature.
DOI: 10.17632/wmrwjdbg82
title: Metabolomic analysis of CD8+ naive, effector and TIL

description: LC MS analysis of intermediate metabolites extracted from FACS sorted CD8+ T cells from naive mice; mice primed with anti-CD40/pIC/OVA or infiltrating B16cOVA tumors
DOI: 10.17632/96syff2sf4
title: Factors influencing the turnover intentions of front-line employees working at airports

description: Data was collected in the first half of year 2022 at six major airports of Paksitan
DOI: 10.17632/bvckmgmwtm
title: Data for: Reduced Admission Serum Fibrinogen Predict 6-month Mortality of Poor-Grade Aneurysmal Subarachnoid Hemorrhage

description: Data for poor-grade aneurysmal subarachnoid hemorrhage
DOI: 10.17632/tnkv5z3byg
title: Psychometric Properties of the Chinese Version of the Encouragement Character Strength Scale

description: A total of 598 undergraduate students and 433 teachersfrom Guangdong Province and Guizhou Province in China were recruited by university lecturers and tutors via a convenience sampling technique. Undergraduate students completed an online version of the Chinese version of the ECSS, the Chinese Virtues Questionnaire–Kindness subscale, the Dispositional Hope Scale, and the Flourishing Scale. Teachers completed an online version of the Chinese version of the ECSS, the Extraversion and Agreeableness subscale of Chinese Big Five Personality Inventory-15 and the 3-item version of the Utrecht Work Engagement Scale.
DOI: 10.17632/ys3vrwbtzv
title: PLUMED: A portable plugin for free-energy calculations with molecular dynamics

description: This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018) Abstract Here we present a program aimed at free-energy calculations in molecular systems. It consists of a series of routines that can be interfaced with the most popular classical molecular dynamics (MD) codes through a simple patching procedure. This leaves the possibility for the user to exploit many different MD engines depending on the system simulated and on the computational resources available. Free-energy calculations can be performed as a function of many collective variables, with a partic... Title of program: PLUMED Catalogue Id: AEEE_v1_0 Nature of problem Calculation of free-energy surfaces for biological and condensed matter systems. Versions of this program held in the CPC repository in Mendeley Data AEEE_v1_0; PLUMED; 10.1016/j.cpc.2009.05.011 AEEE_v2_0; PLUMED 2; 10.1016/j.cpc.2013.09.018
DOI: 10.6084/m9.figshare.11982378.v1
title: Table S7 from Intestinal microbes: an axis of functional diversity among large marine consumers

description: This table provides lookup details for all neighbor sequences from BLAST and SILVA-ACT comparisons used in the tree from Figure 3 (main paper). In the tree, sequences are named after the isolation source (e.g., <i>Naso unicornis</i>) plus a unique abbreviated code. This table gives the full accession numbers for each leaf.