cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/mcjwgpp6zg
title: Data on Characterization, Model, and Adsorption Rate of Banana Peel Activated Carbon (Musa Acuminata) for Adsorbents of Various Heavy Metals (Mn, Pb, Zn, Fe)

description: This article contains data on the results of the adsorption test and characterization of banana peel-activated carbon for applied as an adsorbent to water contaminated with various heavy metals. Banana peel is a post-harvest waste that is quite abundant, so it is easy to get it. AAS (Atomic Absorption Spectroscopy) is used to investigate the heavy metal content in polluted water air. Various heavy metals are harmful to health, namely Mn, Fe, Zn, and Pb for concentrations (1,351; 1,210; 17,403; and 0,210 mg/l) exceeding the standard limits for clean water quality that are suitable for use for sanitation hygiene purposes. Banana peels made by milling process 12 hours and low-temperature carbonization method (473o K, 24 hours). Banana peel carbon samples were tested in polluted water and then re-examined using AAS. From the results of characterization using AAS obtained % adsorption, suitable adsorption model, and adsorption rate. Data for % adsorption on the four heavy metals were given with variations in adsorbent mass (0.5;1.0;1.5;2.0 grams), stirring speed (50;100;150;200;250 rpm), pH (4;5;6;7;8 ) and contact time (30;60;90;120;150 minutes). The adsorption model is the Langmuir model. The rate of adsorption using pseudo-first-order and pseudo-second-order. The morphology, material content, and crystal structure formed from the two samples, characterization was also carried out using SEM/EDS (Scanning Electron Microscope/Energy Dispersive X-Ray Spectroscopy) and XRD (X-Ray Diffraction). BET-BJH (Brunaurer, Emmet, and Teller) – (Barret, Joyner, and Halenda) to investigate the surface area, pore size, and isotherm type. These data indicate that banana peel carbon is quite the potential to be used as an adsorbent for heavy metals (Mn, Pb, Zn, Fe).
DOI: 10.4121/uuid:0e3f664a-b0e9-4dfd-b0d5-e1af0897afa9
title: KUSTGENESE2.0 X-band Radar

description: Xband radar from the lighthouse Brandaris on Terschelling.
DOI: 10.6084/m9.figshare.23799774.v1
title: Random data 5GB

description: Random data as a test. It will be deleted.
DOI: 10.6084/m9.figshare.26717926.v1
title: Functional trade-offs of regulatory mechanisms in the management of body energy, frontal plane angular momentum, and mediolateral margin of stability during hole negotiation gait

description: These files are the original measured data of the project: Functional trade-offs of regulatory mechanisms in the management of body energy, frontal plane angular momentum, and mediolateral margin of stability during hole negotiation gait. They are provided here as part of the data accessibility section of the article.
DOI: 10.6084/m9.figshare.28012586.v1
title: Dataset: U.S. Army ERDC Best Management Practices for Increasing Carbon Storage in DoD Managed Wetlands

description: This dataset is a compilation of peer-reviewed literature reporting on Best Management Practices that result in carbon storage increases in managed wetlands
DOI: 10.6084/m9.figshare.5249179.v1
title: Supplementary Material for: Chancengleichheit in der ambulanten Therapie: Ein Experiment zur Bereitschaft von niedergelassenen Psychotherapeuten, Patienten mit Schizophrenie zu behandeln

description: Hintergrund: Seit 2014 ist Psychotherapie bei psychotischen Störungen uneingeschränkt indiziert. Patienten mit psychotischen Störungen erhalten jedoch weiterhin selten eine ambulante Psychotherapie. Unklar ist, ob eine höhere Ablehnungsquote durch ambulante Psychotherapeuten dazu beiträgt. In einem Feldexperiment prüften wir, ob Patienten mit psychotischen Störungen auf Therapieplatzsuche häufiger von Therapeuten abgelehnt werden als andere Patientengruppen. Methode: Die Experimentatorin kontaktierte niedergelassene Psychotherapeuten mit dem Schwerpunkt «Verhaltenstherapie» (N = 60) und gab sich entweder als Patientin mit Schizophrenie oder als Patientin mit Depression aus. Wir erfassten die Zu- oder Absage der Therapeuten zu einem Erstgespräch, die voraussichtliche Wartezeit und Vorerfahrungen mit Schizophrenie sowie erwartete Herausforderungen bei der Schizophreniebehandlung. Ergebnisse: Dabei zeigten sich keine statistisch signifikanten Unterschiede hinsichtlich der Zusagen zu einem Erstgespräch (Schizophrenie: 60%; Depression: 53%) und der durchschnittlichen Wartezeit (Schizophrenie: M = 1,6 Monate; Depression: M = 0,8 Monate). Therapeuten, die im Nachgespräch angaben, grundsätzlich keine Patienten mit Schizophrenie zu behandeln, beklagten häufiger das Fehlen spezialisierter Supervisionsangebote und waren eher der Ansicht, Patienten mit psychotischen Störungen seien unzureichend zu rationalem Denken befähigt. Schlussfolgerung: Patienten mit psychotischen Störungen scheinen auf Therapieplatzsuche ebenso häufig ein Erstgesprächsangebot zu erhalten wie andere Patientengruppen. Mögliche Unterschiede in der Wartezeit sollten mit größeren Stichproben getestet werden. Eine spezialisierte Weiterbildung und Supervision könnten das Engagement in der Versorgung dieser Patientengruppe steigern.
DOI: 10.6084/m9.figshare.8194778.v1
title: Potential drug-food interactions in patients hospitalized in the Cardiology Unit

description: ABSTRACT Objective To analyze potential Drug-Food Interactions identified in prescriptions of patients admitted to the Cardiology Unit of a university hospital. Methods This is a descriptive, cross-sectional quantitative study carried out in the Cardiology Unit of a university hospital in the city of Rio de Janeiro, Brazil. Data collection took place in archived medical records of hospitalized patients between August and September, 2016. Results In each prescription, there were on average 7.5 drugs mentioned (Standard Deviation of 2.1). Most were tablets (93%) and antihypertensive drugs (40%). Two hundred and fifty two potential Drug-Food Interactions were identified. Acetylsalicylic acid and omeprazole were the most potentially interactive drugs. Conclusion Drug-Food Interactions occur with commonly used drugs, for example omeprazole and acetylsalicylic acid. However, health teams do not know or identify a substantial part of interactions. This factor leads to an exposure to risks related to changes in drug response and patient safety.
DOI: 10.17632/vfpf2r6gbw
title: Data for: Review on design and structural optimisation in additive manufacturing: Towards next-generation lightweight structures

description: This dataset provides a summary of software for topology optimization and lattice generation used in design for additive manufacturing to-date and represents supplementary information to the review article: Review on design and structural optimisation in additive manufacturing: Towards next-generation lightweight structures employing material isotropy.
DOI: 10.6084/m9.figshare.13498199.v1
title: Supplementary data 4 from Electrostatic resistance to alpha-neurotoxins conferred by charge reversal mutations in nicotinic acetylcholine receptors

description: Raw data - Atractaspis resistance structure-activity relationships
DOI: 10.6084/m9.figshare.19064360.v1
title: A time-series meta-transcriptomic analysis reveals the seasonal, host, and gender structure of mosquito viromes

description: The data sets and R code for the statistical tests and GLM analysis
DOI: 10.6084/m9.figshare.27094813.v1
title: Understanding the risk of enhanced particle penetration into slow sand filter beds when using underwater skimming techniques

description: data for above named manuscript
DOI: 10.6084/m9.figshare.29110160.v1
title: <b>The potential of local sea grapes from Fiji: ecophysiological, biochemical and socioeconomic investigations of „Nama“ (</b><b><i>Caulerpa racemosa</i></b><b>)</b>

description: Sea grapes (<i>Caulerpa</i> <i>spp.</i>) are valued for their nutritional benefits and are commercially farmed in several Southeast Asian countries. In many South Pacific nations, such as Fiji, sea grapes are highly valued and harvested from the wild, though not yet cultivated. Despite their importance, there is limited understanding of the ecophysiology of Fiji’s sea grapes, particularly regarding their natural growing conditions and how environmental factors, such as light irradiance, influence their physiological and biochemical responses. Conflicting information about taxonomy adds to the complexity of this issue. This study aimed to document environmental conditions at important harvest sites and identify species using DNA barcoding. Primarily, it investigated the effects of varying light irradiances (50, 100, 300, and 600 µmol photons m<sup>−2 </sup>s<sup>−1</sup>) on photosynthetic performance and recovery abilities of the test organisms. The species identified were <i>C. racemosa</i> and <i>C. oligophylla</i>. Photosynthetic efficiency remained stable under moderate light (50 µmol photons m<sup>−2 </sup>s<sup>−1</sup>; F<sub>v</sub>/F<sub>m</sub> 0.79 ± 0.02), but showed significant photoinhibition under high irradiance (600 µmol photons m<sup>−2 </sup>s<sup>−1</sup>; F<sub>v</sub>/F<sub>m</sub> 0.42 ± 0.04). However, full recovery under moderate light was observed (F<sub>v</sub>/F<sub>m</sub> 0.73 ± 0.03), indicating resilience to light stress. These findings provide important insights into the ecophysiology of Fiji’s sea grapes, laying the groundwork for future research on their aquaculture potential. This could reduce pressure on wild populations, ensure sustainability, and create economic opportunities for local and export markets, with special attention to the socio−economic role of sea grapes for local communities, particularly women.
DOI: 10.6084/m9.figshare.6834191.v1
title: SupplementaryData2-all_protein_haplotypes_GRCh37.fa.gz

description: Fasta protein sequences of all protein haplotypes in 1000 Genomes
DOI: 10.6084/m9.figshare.7334447.v2
title: MAASAI_GAIT_PERCEPTION

description: Maasai male and female strength and attractiveness ratings of strong and weak British male walkers<br>
DOI: 10.17632/6rdzdjp624
title: KrasG12D/+ co-mutation alters the landscape of lung adenocarcinoma

description: Tumor pieces from Kras-mutant genetically engineered lung adenocarcinoma mouse models with loss Lkb1 and/or Keap1 were assessed. 
Steady-state LC-MS analysis (M03818) was performed on tumor pieces; or normal lung pieces. Location is annotated.
13C,15N-Glutamine 15 minute pulse-labeling (M04050) of mice was performed at defined timepoints when tumor burden is known to be significantly progressed. Tumor pieces and plasma were isolated from n=5 mice/genotype.
Related to manuscript: 
Best et al., Glutaminase inhibition impairs CD8 T cell activation in STK11/Lkb1 deficient lung cancer. Cell Metabolism, 2022
DOI: 10.17632/wjr72tmtg3
title: raw data análisis sentimen X

description: raw data análisis sentimen X Prabowo-Gibran dalam membentuk Citra politik
DOI: 10.6084/m9.figshare.11955120.v1
title: Urinary incontinence and CO2 Laser

description: Symptoms of Urinary Stress Incontinence were evaluated before, and 1 month after the last session (3 sessions with a 30-day interval between them) in 50 post-menopausal women (Middle Age - Menopause, Interquartile Range Parity - BMI).
DOI: 10.6084/m9.figshare.13852256.v1
title: Illumina small RNA-Seq

description: Small RNA sequenced on Illumina platform were annotated.Illumina raw reads were quality-checked with FastQC, adapters and contamination removed with Cutadapt, quality-checked again, reads mapped to the tufted duck reference genome with STAR, transcripts assembled with Cufflinks, nucleotide sequences extracted with bedtools, small RNA predicted in the reference genome and annotated with assembled small RNA using the Infernal tool cmscan, output converted to gff3 with tblout3gff3.pl.cutadapt options: ${-m 9 -q 20 -a TGGAATTCTCGGGTGCCAAGG -A GATCGTCGGACTGTAGAACTCTGAAC}STAR options: ${--outSAMtype BAM SortedByCoordinate --outSAMattributes NH HI AS NM MD --outSAMstrandField intronMotif --outSAMheaderHD @HD VN:1.4 SO:coordinate --quantMode GeneCounts --outFilterMismatchNoverLmax 0.05 --outFilterMatchNmin 16 --outFilterScoreMinOverLread 0 --outFilterMatchNminOverLread 0 --alignIntronMax 1}cmscan options (brain*): ${-Z 2.420214 --cut_ga --rfam --nohmmonly --tblout ncRNA_cmscan_brain.tblout --fmt 2 --clanin Rfam.clanin Rfam.cm}*Z-value depends on input data<br>
DOI: 10.6084/m9.figshare.24080643.v1
title: BayesRUL benchmark results

description: Predictions generated by Bayesrul models on N-CMAPSS dataset benchmark study on uncertainty quantification for RUL prognostics. This data can be used for further analysis of the benchmark results by adding new metrics and plots to the library (see README in bayesrul library for details).
DOI: 10.6084/m9.figshare.25047311.v1
title: Comprehensive deciphering the alternative splicing patterns involved in leaf morphogenesis of Liriodendron chinense

description: Supplementary File S1. Updated annotation file in GFF3 format.Supplementary File S2. Genome wide alternative splicing events in L. Chinense.<br>
DOI: 10.6084/m9.figshare.6818780.v1
title: Experiment 5F-SubjectF-160210-5St-SGLHand-HFREQ

description: Experiment in which subject performed motor imagery of a single hand's 5 finger motions, recorded using higher sampling rate setting of 1000 Hz.
DOI: 10.17632/d9rpcbpyxx
title: Data for: A constant Chinese Loess Plateau dust source since the Late Miocene

description: Radiogenic isotope data from the Chinese Loess Plateau and potential source areas.
DOI: 10.26180/21811296.v1
title: Detection performance comparison dataset

description: Field data collected in Norfolk Island National Park between 2019 and 2020 to measure the presence of invasive rodents across three forest strata, and to compare the detection performance of three monitoring tools (camera traps, chew cards, tracking tunnels) across strata. Dataset includes header descriptions in a separate sheet.
DOI: 10.6084/m9.figshare.23957937.v3
title: PHE-SICH-CT-IDS

description: This publicly available dataset namely PHE-SICH-CT-IDS, which is constructed 120 CT scans of patients with spontaneous intracerebral hemorrhage. PHE-SICH-CT-IDS contains 3,511 CT images of SICH occurring in the basal ganglia region, with associated labels for the surrounding edematous zone around the hematoma. PHE-SICH-CT-IDS provides multiple functionalities including segmentation, detection, feature extraction, and more. It is divided into three sub-datasets representing different functionalities and formats: subdatasetA in NIfTI format, containing source CT data and edema zone labels, offering segmentation, feature extraction and prognosis prediction functionalities; subdatasetB and subdatasetC in JPG and PNG formats, containing sliced data with segmentation labels and detection annotations, providing segmentation and detection functionalities.
DOI: 10.17632/mvmcpwvs4k
title: Experimental data of free convection heat transfer for 12.7 and 25 um horizontal wires in rarefied atmospheres

description: When free convection is to be calculated for very thin wires in rarefied atmospheres, the Rayleigh number becomes very small. At these small Rayleigh numbers, available correlations are no longer applicable and there is also a lack of published experimental data. Therefore, new tests were performed using 12.7 and 25 um horizontal wires at low pressures. The wires were heated using electrical current and the temperature of the wires was calculated using the electrical resistance temperature coefficient. The heat transfer parameters and non-dimensional numbers were obtained using usual theoretical analysis. The gathered experimental data show that the Knudsen number must be incorporated in order to reliably describe the heat transfer in above-mentioned conditions. Data are in CSV format with utf-8 encoding. The header of each columns is the variable's name as follows: Gr: Grashof number Pr: Parndtl number Nu: Nusselt number Kn: Knudsen number h: heat transfer coefficient ( W/(m**2 K) ) Tw: wire's temperature (K) Ti: air's temperature (K) p: pressure (Pa) d: wire's diameter (m) L: wire's length (m)
DOI: 10.17632/tf8bgh75tn
title: Progressive Income Tax and Comparative Advantage in Trade

description: Data for the paper "Progressive Income Tax and Comparative Advantage in Trade"
DOI: 10.17632/yp3mw4k46y
title: Dataset for measuring Perceptions of Value Co-creation in the Smart City of Dubai: Data from Expatriate Residents of Dubai

description: Data was collected using an online survey questionnaire. A total of 445 respondent data was generated, and the sampled participants were Dubai-based expatriates. Data measures perceptions of value co-creation in the smart city of Dubai, UAE.
DOI: 10.17632/p4hwm9pd6y
title: AI & GI

description: Esta base de datos contiene información sobre el Proyecto Financiado por Minciencias 2024 Convocatoria 940 Orquídeas Mujeres en la Ciencia
DOI: 10.17632/xnbzjxhxyx
title: Advanced methods in combination theory

description: This paper introduces novel methods and perspectives in combination theory, with a focus on the concept of
choice combination. We present a new theorem for calculating choice combinations, explore its properties, and
demonstrate its applications. The work extends traditional combinatorial concepts and provides insights into
the structure of combinatorial sets. Our findings have potential applications in diverse fields such as probability
theory, statistical mechanics, and computer science. We also introduce polynomial statements and binary
polynomial statements as methods for selecting new sets from given choice combinations, and present the
Chairux Binary Set Equation as a new combinatorial identity
DOI: 10.25441/arts.24051090.v1
title: Doctor Doom: settings data

description: This dataset is a subset of the larger 'Doctor Doom In The Marvel Age' dataset available at https://doi.org/10.25441/arts.16676830. This dataset comes with a textual description of how it was gathered and a definition of what is meant by 'Marvel Age'.This subset concerns the 'settings' that appeared in texts alongside Doctor Doom. These are given overall, and then specifically for case in which Doctor Doom interacted with those settings. In each case the number of texts is given, then the same figure as a percentage of the total texts, and finally a ranking for that setting.Columns are also divided by time period. The first two sections give data across the entire 'Marvel Age' and then it is divided by the three sub-periods of 'Creation', 'Chaos' and 'Consolidation'. Definitions for these periods can be found in the main dataset.
DOI: 10.6084/m9.figshare.1455478.v6
title: Seattle Street Clock Database

description: This spreadsheet contains three tables: Clocks, Owners, and Evidence - Clocks tab's name column and Owners tab's corporation column keys in Evidence. - Evidence is a list of every unique fact I have via newspaper, photograph, document, or otherwise about when a clock was in a particular location, and who owned it at that time. v1 has 1033 pieces of evidence. Please contact me if you have additions or find errors in my data. I will be refreshing this periodically. I constantly find new resources. Along with my friend Paul Middents we have proven the connection between many owners, and I know that there will be more discoveries to show which clocks were later owned by another jeweler.<br><br>A few notes on fields: <br>- In Evidence, "Var_Year" indicates a +/- value on the Source_Year. Empty means exact. 0 means it was the first year that the clock was at that location. - If the Source_Type is Photograph, Source_ID has a value, and there is no URL, then I have the photo on my harddrive but can't post it. - In Clocks, if the Unique field is Yes, then I'm sure that this clock cannot be matched with any other clocks in the list. There are 114 clocks in the list which is excessive. It should be down closer to 60. - There are a few large sign clocks in the database. They are all in downtown. The O. B. McClintocks definitely belong in the database, and the few other signs are described that way in the Notes field of both Evidence and Clocks. On the linked page I will maintain a list of open questions, and areas I know I need to work on.
DOI: 10.6084/m9.figshare.28670264.v3
title: Fickle et al. 2025. New Phytologist. Ring-specific vulnerability to embolism reveals accumulation of damage in the xylem

description: Data and code for the manuscript Ring-specific vulnerability to embolism reveals accumulation of damage in the xylem. Using ring-specific hydraulic vulnerability curves to investigate declines in hydraulic conductivity and increases in vulnerability as tree rings age, due to evidence of xylem damages.
DOI: 10.6084/m9.figshare.7914164.v1
title: gVCF_NA19062

description: 1000 Genomes gVCF mapped to hs37d5 for NA19062. Complete collection: https://doi.org/10.6084/m9.figshare.c.4414307
DOI: 10.17632/36w7ts3r4t
title: Data for: A Detailed Li-ion Battery Operation Model

description: This files contain the data used for the computational tests in the paper "A Detailed Li-ion Battery Operation Model". The dataset includes: generator data, lines' parameters, load profile and battery sample points.
DOI: 10.17632/65x6gp5mym
title: Data for: Photo-thermal conversion characteristics of carbon black-ethylene glycol nanofluids for applications in direct absorption solar collectors

description: Absorption spectra of 15 ppm of carbon black-ethylene glycol nanofluid
DOI: 10.17632/c4gckfvj5b
title: Lagos Plastic Pollution Dataset _1

description: The data set is for the study on the determinants of waste disposal approach by households, their willingness to participate in road gutters/drainage channels cleanup programme and the number of man-days they are willing to contribute/give-up for the programme. The study was carried out in Lagos Nigeria. To ensure a representative sample of households, household selection involved sampling of households from the Enumeration Areas (EA) used by the National Bureau of Statistics (NBS). EA is a cluster of housing units as delineated by the National Population Commission. A two-stage sampling process was applied in the selection of households for the study. First, we randomly sampled a total of 30 EAs for the study. From each EA, twenty (20) households were randomly sampled, giving a total of 600 households for the study. The data covered information on local government area, enumeration area, the sector (whether urban or rural), and household identification. It also covered information on the respondents' perception of single-use plastics and their environmental problems;  information regarding respondent's willingness to participate in a program for the cleanup of wastes in road gutters/drainage channels before the onset of the rainy season and the number of man-days they were willing to volunteer in a week and also their socioeconomic attributes.
DOI: 10.17632/wbbf7b6xby
title: Supplementary Material: Changes in soil chemical properties and plant species composition during primary succession on an oceanic island.

description: This data set includes the supplementary material of the article "Changes in soil chemical properties and plant species composition during primary succession on an oceanic island". Environmental variables and floristic data of the analyzed plots.