cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/rzd24f34h2
title: ULYSSES, universal LeptogeneSiS equation solver: Version 2

description: ULYSSES is a Python package that calculates the baryon asymmetry produced from leptogenesis in the context of a type-I seesaw mechanism. In this release, the new features include code which solves the Boltzmann equations for low-scale leptogenesis; the complete Boltzmann equations for thermal leptogenesis applying proper quantum statistics without assuming kinetic equilibrium of the right-handed neutrinos; and, primordial black hole-induced leptogenesis. ULYSSES version 2 has the added functionality of a pre-provided script for a two-dimensional grid scan of the parameter space. As before, the emphasis of the code is on user flexibility, rapid evaluation and is publicly available at https://github.com/earlyuniverse/ulysses.
DOI: 10.6084/m9.figshare.26150860.v1
title: University of Glasgow test dataset for UKRN pilot 7 and 8

description: Dataset for UKRN pilot 7 and 8 that includes details of Univeraity of Glasgow published research articles.
DOI: 10.15468/dl.pp5qg6
title: Occurrence Download

description: A dataset containing 7799 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Melitaea cinxia Linnaeus, 1758"
 ]
}

 The dataset includes 7799 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009201-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ds78b7dvh7
title: Review list of experiments on wastewater remediation of BOD and COD using Hydroponic Vetiver System (HVS)

description: The author employed the exploratory type research technique through the Grounded Literature Review Method (Dunne, 2011) to list 22 experiments on BOD reduction and 18 experiments on COD reduction in wastewater using the Hydroponic Vetiver System (HVS). The comprehensive list of 22 experiments is summarized in Table 1 below. Out of these 22 experiments, the author further identified 12 studies which clearly indicate either outlet BOD/COD data or percentage reduction data to tabulate the results. Studies that provided plant growth data only as an indicator of the phytoremediation capacity of HVS were not considered as the outlet BOD and COD data was missing. This list of 12 studies is summarized in Table 2 below.
DOI: 10.6084/m9.figshare.14535258.v1
title: Supplementary Material for: Life Satisfaction during the Transition to Widowhood among Japanese Older Adults

description: <b><i>Introduction:</i></b> The loss of a spouse is among the most stressful life events. Whilst grief and mourning vary across cultures, most longitudinal studies have been conducted in Western societies. Adding to prior research, this study examines the role of resources available prior to spousal bereavement and changes therein for trajectories of well-being in an Eastern society, namely, Japan. <b><i>Methods:</i></b> Data were derived from a nationally representative panel survey of Japanese older adults aged 60 years and above. We used data from married participants at baseline who experienced spousal loss during the 19-year follow-up period (<i>N</i> = 481). Well-being was indexed as life satisfaction. <b><i>Results:</i></b> The multiphase growth model revealed that life satisfaction typically deteriorated surrounding spousal loss and remained stable 1 year after the event. Compared with individuals coresiding with a child before and after loss, those who did not continuously coreside with a child showed lower levels of postloss life satisfaction, but better recovery. Perceiving better financial status prior to loss was related to higher levels of preloss life satisfaction and, conversely, lower levels after loss. Changes in resources were not associated with life satisfaction following widowhood. <b><i>Discussion:</i></b> Our results show that spousal bereavement has, on average, an initial negative impact on well-being with substantial individual differences in recovery 1 year later. When designing interventions to promote adaptation after spousal loss, it is important to consider the bereaved individual’s cultural background and preloss resources.
DOI: 10.17632/ytsrxwh5h8
title: WHO DALY dataset and Labor Force Participation

description: This dataset is a country panel that contains WHO's disability adjusted life years (DALY) data, separated by its constituent components the years of life lost (YLL) and years lost to disability (YLD), merged with labor force participation and other socio-economic and geographic data. It allows researchers to correlate labor force participation with disease burdens (YLL and YLD) while controlling for other country characteristics.
DOI: 10.17632/zvbb75hnd7
title: Supporting data: Mid-summer snow-free albedo across the Arctic tundra was mostly stable or increased over the past two decades

description: The source files for the Arctic summer albedo analysis. 
https://iopscience.iop.org/article/10.1088/1748-9326/aca5a1
The raw albedo data for constructing trends 2000-2021 are in the folders: sw_albedo (shortwave), nir_albedo (NIR+SWIR) and vis_albedo (visible). The ndvi data for 2000-2021 is in the ndvi folder. The data for all climate models and trends are in climate_models folder. The data for the figure 1 of the manuscript are in data_for_Fig1, and the data for Fig2 are attached to the manuscript as Supplementary table.
The code for manuscript is available here:  
https://github.com/PlekhanovaElena/aap_paper
DOI: 10.6084/m9.figshare.13435826.v1
title: Ribeira Houses Concrete 16:11 - Hyperspectral Radiance Image

description: Hyperspectral radiance data. The zipped file contains an unaveraged hyperspectral radiance image in Matlab MAT format, size 1024 × 1344 × 33, and spectral radiance in W m<sup>−2</sup> sr<sup>−1</sup> nm<sup>−1</sup>. The image is one of a pair of images acquired at different times. The zipped file also contains a BMP colour image, rendered from the radiance image, and an information document, which includes geographic location. The separate JPG image of the scene is for illustration only. Padding artefacts may be visible at the image edges. The hyperspectral images were acquired by Sérgio Nascimento, Kinjiro Amano, and David Foster from the Minho region of Portugal in 2002 and 2003.<br>This data item is part of a collection. For details see the data item "README Hyperspectral radiance image pairs 2021" and the published article https://rdcu.be/cd15y.
DOI: 10.6084/m9.figshare.28659509.v1
title: Supplementary Material for: MicroRNA-4497 is Downregulated in Pediatric Allergic Diseases and Suppresses Th2 Inflammation in an Animal Model

description: Purpose: Atopic dermatitis (AD), allergic rhinitis (AR), and bronchial asthma (BA) are major allergic diseases in childhood. Pediatric allergic diseases are characterized by the ‘atopic march,’ where two or more allergic conditions can occur either simultaneously or sequentially. MicroRNAs (miRNAs) serve as fine regulators of gene expression, capable of modulating the clinical manifestations of allergic diseases post-transcriptionally. We investigated miRNAs commonly expressed in these three allergic diseases to enhance the understanding of their development and management. 
Methods: We collected serum samples from subjects diagnosed with AD, AR, and BA as well as from healthy controls, at Korea University Anam Hospital. Their miRNA expression patterns were analyzed using microarray technology. Additionally, we examined the allergic inflammatory response of miRNA through an allergic animal model.
Results: A total of 68 subjects were enrolled in the allergy group, consisting of 42 with AD, 13 with AR, and 13 with BA, while 10 children participated as controls. Microarray analysis revealed that miR-4497 expression levels were consistently downregulated in these three allergic disease groups. Following mast cell activation and miR-4497 transfection, reduced levels of macrophage-derived chemokines (MDC) were observed. Furthermore, levels of IL-4, MDC and methacholine Penh were significantly decreased in a miR-4497 treated mouse model. 
Conclusions: miR-4497 expressions were consistently downregulated in pediatric subjects with AD, AR and BA. Allergic inflammation was significantly reduced in HMC-1 cells transfected with miR-4497 and in the treated mouse model. Further research is needed to elucidate the epigenetic mechanisms by which miR-4497 modulates allergic diseases and to explore its potential as a non-invasive biomarker for diagnosis and treatment.
DOI: 10.5281/zenodo.13357474
title: Enhanced seismicity catalog and output files of geomechanical modeling in the changning shale gas field
DOI: 10.5281/zenodo.13357475
title: Enhanced seismicity catalog for the changning shale gas field
DOI: 10.5281/zenodo.13694245
title: Enhanced seismicity catalog and output files of geomechanical modeling in the changning shale gas field
DOI: 10.5281/zenodo.14408954
title: Enhanced seismicity catalog and output files of geomechanical modeling in the changning shale gas field
DOI: 10.5281/zenodo.15309128
title: Enhanced seismicity catalog and output files of geomechanical modeling in the changning shale gas field
DOI: 10.6084/m9.figshare.749530.v1
title: USING EVALUATING AND INSTRUCTIONAL MATERIALS

description: To guide and evaluate .
DOI: 10.17632/rkz52fv463
title: Deep drop: a common finding in uroflowmetry of healthy children and adolescents

description: This database presents the results of our large-scale cross-sectional study of uroflowmetry tests in healthy children and adolescents. A total of 2299 uroflowmetry curves from 1538 children and adolescents aged 5-18 years were analyzed. Based on the results, we proposed comprehensive criteria for defining “deep drop (DD)” and assess the incidence of DD in the uroflowmetry curves of health subjects. Subsequently, we assessed the accordance with the interpretation of DD with an additional 100 randomly selected uroflowmetry curves from the urology clinic. We hope that this set of criteria will help define staccato uroflowmetry pattern and standardize terminology for future research.
DOI: 10.17632/rxdgmvx4x9
title: 16SrRNA dataset of bacterial communities of CK group, Bioconversion residue and larvae gut during the process of black soldier fly larvae bioconversion for domestic biodegradable waste

description: 16SrRNA dataset of bacterial communities of CK group, Bioconversion residue and larvae gut during the process of black soldier fly larvae bioconversion for domestic biodegradable waste.
DOI: 10.17632/yzycfs5s32
title: The sythesis of phosphorus sequestration in 108 global lake sediments during the Holocene

description: Lake sediments provide a unique archive of past phosphorus (P) burial fluxes and potentially record the disruption of the global P cycle. Here we reconstruct lake-wide P burial rates during the Holocene based on published sediment-P data of 108 lakes across the globe and assess the temporal dynamics of P sequestration in lake sediments at global and regional levels. The dataset is from Tu et al. (2023) "Anthropogenic modification of phosphorus sequestration in lake sediments during the Holocene: A global perspective". Global and Planetary Change. https://doi.org/10.1016/j.gloplacha.2023.104222
DOI: 10.6084/m9.figshare.5931472.v1
title: Modis time series for irrigated-area mapping in hydrographic basins of the Brazilian Northeastern region

description: Abstract: The objective of this work was to evaluate the applicability of time series of the enhanced vegetation index (EVI), from the moderate resolution imaging spectroradiometer (Modis), in the mapping of irrigated areas in the Northeastern region of Brazil. Annual time series from 2006 to 2015 were classified with the iterative self-organizing data analysis technique (Isodata) algorithm, generating a binary map of irrigated and nonirrigated areas for each year. In the Sertão region, the classification showed an average kappa coefficient of 0.66, underestimating the irrigated area by 7.6%, compared with data of the 2006 agricultural census. In regions more humid than the Sertão, such as Agreste and Zona da Mata Nordestina, the methodology showed limitations to distinguish irrigated areas from natural vegetation, presenting average kappa coefficients of 0.26 and 0.00, respectively. The EVI time series from Modis are applicable for the mapping of irrigated areas in the Sertão of the Northeastern region of Brazil.
DOI: 10.17632/x2v556bbst
title: Supplementary Materials: Using Multiple Real-World Dermoscopic Photographs of One Lesion Improves Melanoma Classification via Deep Learning

description: Supplementary Material for our JAAD research letter "Using Multiple Real-World Dermoscopic Photographs of One Lesion Improves Melanoma Classification via Deep Learning"
DOI: 10.6084/m9.figshare.16437684.v1
title: Raw triaxial acceleration data of actigraphic measurements – supporting information of “Detailed analysis and comparison of different activity metrics”

description: This measurement data is a part of the supporting information for our article entitled “Detailed analysis and comparison of different activity metrics”, which is accessible through the references. Besides further details of the measurements and results of our analysis presented in the paper, our work also serves as a general guide on how to proceed if one wants to determine activity from the raw acceleration data (e.g., from this measurement data).This data package contains 42 raw triaxial acceleration signals of 42 subjects measured during a 10-day observation period, each. The acceleration signals were evenly sampled with 10 Hz in the ±8 g measurement interval and were measured on different healthy and anonymized human subjects’ non-dominant wrists. The participants were instructed to minimize non-wear time, e.g., taking the device off for bathing to avoid water damage. The ethics statement can be found in our referred article.The downloadable zip file consists of 42 binary files. Each binary file holds the data of a triaxial acceleration signal and general information, which is summarized in the following list.● The time difference between two consecutive datapoints.<br>● The absolute starting time of the measurement in numerical LabVIEW timestamp format (time-zone-independent number of seconds that have elapsed since 12:00 a.m., Friday, January 1, 1904, Universal Time).<br>● The number of datapoints per axis.<br>● The x, y (vertical when the hand hung), and z-axis acceleration data.We have attached a MATLAB function to read the binary files with ease, its documentation can be found in the source file.
DOI: 10.6084/m9.figshare.22050179.v1
title: Study of Human Papillomaviruses types 16 and 18 in Oral Squamous Cell Carcinoma specimens from patients in Sudan

description: all data collected from patients enrolled in this study, such as: demographic data, habits and histopathological grade
DOI: 10.15468/dl.3avexy
title: Occurrence Download

description: A dataset containing 43678 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia longifolia (Andrews) Willd."
 ]
}

 The dataset includes 43678 records from 294 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009200-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.11888157.v2
title: DataInBrief: Bacterial AntiSMASH annotated contigs, raw data

description: Bacterial antiSMASH results of contig annotations <br>
DOI: 10.6084/m9.figshare.28522040.v1
title: Supplementary Material for: Upadacitinib monotherapy in vitiligo associated with atopic dermatitis: killing two birds with one stone

description: Introduction: An increased risk of developing vitiligo has recently been described in patients with atopic dermatitis (AD). Vitiligo and AD can be associated because of shared pathogenetic pathways, including alterations in the Janus kinases/signal transducer and activator of transcription (JAK/STAT) signaling, suggesting JAK inhibitors as a promising new therapeutic approach in vitiligo. Case Presentation: We describe a 25-year-old woman diagnosed with AD since childhood and subsequent onset of slowly progressive vitiligo at the age of 16. Systemic therapy with JAK1 inhibitor upadacitinib 15 mg daily was started, after a medical and laboratory evaluation to exclude pregnancy and other contraindications. Progressive improvement of AD was observed after the first weeks of treatment with clinical remission at week-16. At the same time, clear improvement of vitiligo was observed with an almost complete remission achieved at week-28 of treatment. Conclusion: The remission of both AD and vitiligo achieved with upadacitinib monotherapy supports the therapeutic utility of inhibition of JAK 1 signaling in these patients.
DOI: 10.6084/m9.figshare.18130526.v1
title: Cayler prairie plant species list

description: List of plant species seen at Caylor prairie by the plant taxonomy class at Iowa Lakeside Laboratory in 1983. Not a complete list, but includes major species<br>
DOI: 10.17632/8z8thsd2d7
title: Zhi Yubo_URL of Master thesis_2025

description: Current researches focus on understanding influencer marketing, the theories behind it and factors that contributes to the success of such campaigns. Even though many articles and research papers do acknowledge that relationship of the 2 parties is important and essential for influencer marketing, however, very few or no researches directly conduct empirical analysis on whether relationship between KOLs and their followers indeed influence and to what magnitude influence the success of influencer marketing campaigns and eventually impacting brand’s choice of marketing tactic or KOLs to choose. 
This study in the form of case study with KOLs on Instagram and Red platform will help to fill this void by addressing this issue which is underexplored currently and provide a deep-dive into the relationship between influencers and its followers and the impact on their followers. Together with the deep-dive, the paper will also include researches on other factors that will affect the effectiveness of influencer marketing. Empirical evidence from this research confirms that KOLs’ ability to influence their followers will impact the outcome of influencer marketing, but only effective through certain methods. Specifically, focusing on two largest social platform, Instagram and Red, the paper found that post content alignment with KOL’s persona and write-up or message interactivity are two influencing factors in determining the success of influencer marketing. While other factors such as relationship built between the KOL and followers does not seem to influence the outcome of future campaigns, potentially suggesting that past relationship built between the KOL and her followers has a short-horizon of influences, as the benefits of strong relationship with the followers seem not carry forward. The findings in this paper offer marketers and KOLs theoretical guidance for conducting influencer marketing campaigns on Instagram and Red as well as in the global and China market. 
Keywords: Brand marketing strategy, Influencer Marketing, key opinion leader, Social Media Platforms, Consumer BehaviorM
DOI: 10.17632/22n6tvjvv4
title: Data and evaluation of Digisonde campaign measurements at Průhonice and Sopron stations during the 2019 Leonids and Geminids

description: The classical ionosonde and the chirp signal ionosonde have proven their ability to detect the plasma signature of individual meteorites. This has not yet been done for DPS-4D type Digisonde.
In November and December 2019, around the Leonid and Geminid peaks, 2 ionogram/min and 1 Skymap/min campaign measurements were made in Sopron in the days. This was accompanied by optical measurements. In addition, Průhonice also made synchronized measurements during this period, although it was able to measure fewer times. This was important to be able to separate the local and the regional phenomena.
The optical data were evaluated using the Metrec program. This requires a list of reference stars. For processing 281 was used, this file can be found in the corresponding folder. Data from processing: right ascension (deg) and hour angle (hour) of starting and end points (equatorial coordinate system II), brightness, duration of event, number of frames and pixel, direction of the trace (angle, counted from east), veloctiy (deg / s), parental meteor shower. From right ascension and hour angle altitude (deg) and azimuth (deg) was calculated (horizontal cooridnate system, used site: convertalot.com).
The ionograms and the Skymaps were manually checked. A list of meteor-induced traces found on the ionograms has been compiled. The parameters recorded are: first and last appearance, maximum and minimum frequency of the trace, virtual height, direction of reflection, and some phenomena in the form of comments. The quality of reflection of the traces is also ranked. The hits around the Skymaps were also checked. The parameters are: first and last appearance, height, direction.
The optical hits were compared with the Digisonde measurements. The matches were combined after careful consideration. 
When using the data, please cite article: Szárnya, Cs., Mošna, Z., Igaz, A., Kouba, D., Verhulst, T., Koucká Knížová, P., Podolská, K., Barta, V. (2024) Technical possibilities and limitations of the DPS-4D type Digisonde in individual meteor detections (submitted to MPDI Remote Sensing).
DOI: 10.17632/8rrwnbcgmx
title: A Consensus of In-silico Sequence-based Modeling Techniques for Compound-Viral Protein Activity Prediction for SARS-COV-2
DOI: 10.17632/nzp6n4wzn4
title: Data for: Active stress field and fault kinematics of Greater Caucasus

description: Table 1s. Fault plane solution parameters of studied events. The table reports date, origin time, strike, dip and slip for first (N1_Str1, N1_dip1, N1_slip1) and second (N2_Str2, N2_dip2, N2_slip2) nodal planes, azimuth and plunge of P and T axes, FPS category (grade), number of polarities (p_n), quality factor for earthquakes Q.
DOI: 10.6084/m9.figshare.20509380.v4
title: Supplemental data describing 35 patients with low back pain having confirmed serious pathology

description: Supplemental data describing 35 patients with low back pain diagnosed as having serious pathology (e.g., cancer, infection, fracture) identified in integrated chiropractic clinics in Hong Kong and confirmed via imaging anf further follow-up testing.
DOI: 10.6084/m9.figshare.22647313.v2
title: SIS-during-natural-dialogue-Data

description: Data set from 18 sessions of pairs of spanish speaking participants engaded in dialogue while playing instances of a game.Containing:EEG: Artifact corrected continuous EEG data.Phrases: Trasncriptions from dialogues.Wavs: Audio recordingsSaves: Preprocessed EEG and Audio data to generate publication figures.github_scripts: Scripts repository. See https://github.com/jegonza66/SIS-during-natural-dialogue for an up to date version of the scripts.
DOI: 10.6084/m9.figshare.28819487.v1
title: BDV Final Project Tableau finals

description: This package includes a Tableau file and good/bad figures for the visual sequencing disorder group.