cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29105459.v1
title: 数据上传.zip

description: Background: The purpose of this study was to explore how semaglutide, a GLP-1RA, regulates serum metabolism and gut microbiota to improve obesity in mice and whether fecal microbiota transplantation (FMT) can transmit the beneficial effects of semaglutide to recipient mice. Methods: Male C57BL/6J mice were given standard diet (ND), high-fat diet (HFD), or high-fat diet with semaglutide (SHF, 100 μg/kg). Fecal microbiota transplantation was used to transplant the fecal suspension supernatant (MT) and bacteria (FMT) from SHF group mice to antibiotic-induced pseudo-germ-free mice. Results: Results showed that semaglutide significantly reduced the body weight, body fat, FBG, and insulin levels induced by high-fat diet, and improved insulin resistance and sensitivity damage (p &lt; 0.05). This was achieved by regulating the expression of genes related to lipid metabolism such as Pparα, Pparγ, Cpt1a, and Pgc1α in the liver and adipose tissue, as well as the appetite-related genes Leptin, Agrp, Npy, and Pomc in the hypothalamus. After stopping semaglutide intervention four weeks, the body weight of the mice rebounded significantly. Fecal microbiota transplantation could transmit the beneficial effects of semaglutide to recipient mice. Semaglutide and fecal microbiota transplantation affected metabolic pathways such as serum amino acid metabolism and pyrimidine metabolism in obese mice, and reshaped the composition and proportion of fecal gut microbiota in obese mice. Conclusions: In summary, semaglutide could inhibit food intake and improve obesity, regulate serum metabolism and the composition of gut microbiota in mice. Bacterial transplantation is key to transmitting the improvement brought about by fecal microbiota transplantation of semaglutide to recipient mice.
DOI: 10.17632/6dgkv6kpr2
title: Student grade Prediction

description: This dataset contains semester-wise academic performance data of BTech students from GIET University. It includes the grades of students from their 1st to 4th semesters, along with their corresponding 5th-semester grades. The dataset is intended for use in educational data mining and machine learning applications, specifically for predicting the 5th-semester grades of students based on their past performance.The dataset consists of 379 student records, with each record containing the following attributes:

SEM 1: Grade obtained in the 1st semester.

SEM 2: Grade obtained in the 2nd semester.

SEM 3: Grade obtained in the 3rd semester.

SEM 4: Grade obtained in the 4th semester.

SEM 5: Grade obtained in the 5th semester (target variable for prediction).The grades are represented on a scale of 0 to 10, where 10 is the highest achievable grade. This dataset can be used to develop predictive models for academic performance, identify trends in student performance, and support decision-making in educational institutions.

Keywords:
Grade Prediction, Student Performance, Educational Data Mining, Academic Analytics, Machine Learning, GIET University

Potential Applications:

Predicting student performance in future semesters.

Identifying at-risk students for early intervention.

Analyzing trends in academic performance over time.
DOI: 10.6084/m9.figshare.19904953.v2
title: Supporting information - Molecular-dynamics-based generation of high affinity hACE2 decoys for neutralization of SARS-CoV-2 complemented by artificial neural network preselection

description: Supporting information and datsets for the article <strong>Molecular-dynamics-based generation of high affinity hACE2 decoys for neutralization of SARS-CoV-2 complemented by artificial neural network preselection</strong>
DOI: 10.6084/m9.figshare.6026471.v1
title: Bird Audio Detection: public data for DCASE Challenge 2018 Task 3

description: Data labels for the public development data for Task 3 of the DCASE Challenge 2018 on "Bird Audio Detection".<br><br>These annotations indicate the presence/absence of bird sounds in various datasets of 10-second audio clips. The label "hasbird" represents whether a sound clip contains any audible bird sound. Note that there may be other sounds such as weather or humans, occasionally loud - the label does not mean that bird sound predominates.<br><br>For more info, and to download WAV audio data:<br>http://dcase.community/challenge2018/task-bird-audio-detection<br><br>
DOI: 10.6084/m9.figshare.10290578.v1
title: Recent life stress predicts blunted acute stress response and the role of executive control

description: The present study examined the associations between recent life stress and responses to acute psychological stress, and how these associations varied with executive control. Heart rate (HR), heart rate variability (HRV), salivary cortisol, and affective states were measured before, during and after the Trier Social Stress Test (TSST), an effective laboratory stressor, in 54 healthy participants, and executive control function was tested with a Go/No-Go task in a neutral context on a different day. The hierarchical multiple regression analysis showed that high frequency of life stress during the last twelve months predicted blunted cardiovascular acute stress response, i.e., smaller HR and HRV reactivity. Moreover, the low executive control group showed a significant association between higher recent life stress and blunted acute stress response, which was not apparent in the high executive control group. The results suggested that greater executive control may benefit us with adaptive acute stress response under recent life stress.HighlightsThe Trier Social Stress Test induces cardiovascular and cortisol responses.Higher life event frequency (LEF) predicts smaller cardiovascular stress response.Executive control plays a role in the link of LEF to stress response. The Trier Social Stress Test induces cardiovascular and cortisol responses. Higher life event frequency (LEF) predicts smaller cardiovascular stress response. Executive control plays a role in the link of LEF to stress response.
DOI: 10.6084/m9.figshare.1098961.v8
title: smFRET μs-ALEX: 5 dsDNA samples

description: Single-molecule FRET measurement of 5 dsDNA sample using a single-spot usALEX system. <b>Copyright 2016 The Regents of the University of California</b>
DOI: 10.6084/m9.figshare.16669279.v1
title: 739_sc_counts.csv

description: The data set "739_sc_counts.csv" contains full-quantile normalised gene expression data of selected 739 CD4+ T cells from blood sample of 4 Celiac disease patients. CD4+ T cells were sorted by HLA-DQ-gluten tetramers carrying four immunodominant gluten epitopes, denoted as "Tet+T" in column "specificity" in meta data (739_sc_metadata.csv). All single cell libraries were constructed following SmartSeq2 and sequenced on Illumina NextSeq 500.<br>
DOI: 10.17028/rd.lboro.26021572.v1
title: Pitching Aerofoil

description: This data is for NWTF database
DOI: 10.17632/zfw758v6sv
title: Moonlight drives nocturnal vertical flight dynamics in black swifts

description: Activity_and_barometric data.txt: Data file in plain text containing time stamped accelerometer, pressure and temperature data for different individuals of black swifts. The first column indicates individual and the second column is date and time. Act0 means number of sequences that scored 0 during the preceding hour (12 measurements per sequence), and the next five columns, Act1-Act5 follow the same pattern, where Act 5 is the number of sequences that scored 5. The column “SUM” is the sum of all activity counts and should be 12 if sampling worked as intended. The column “Pressure” is barometric pressure in hPa and the column “Temp” is temperature in Celsius.

X0nn_light data.txt: Seven files in plain text containing light data for seven different individuals of black swift used to determine their geographical positions (geolocation) in the manuscript. The first column is date, the second column is time and the third column is light level in lux.
DOI: 10.6084/m9.figshare.17096783.v1
title: Blood pressure data #1

description: Cardiovascular parameters (heart rate, pulsatile arterial pressure, mean arterial pressure) were measured on conscious rats (Wistar) after intra-venous (folder "Femoral") or intra-arterial (folder "Carotida") administration of BK-(1-9), BK-(1-7) or BK-(1-5).
DOI: 10.6084/m9.figshare.24923418.v1
title: Temperature and sex shape reproductive barriers in a climate change hotspot

description: Climate change is altering species ranges and reproductive interactions in existing ranges, offering species new scope to mate and hybridize. The outcomes will depend on how environmental factors shape reproductive barriers across life stages, yet this is rarely assessed across the environments that species encounter in nature. We assess prezygotic and postzygotic barriers, and their dependence on temperature and parental sex, in species of a reef-building tubeworm (<i>Galeolaria</i>) from a fast-warming biodiversity hotspot in southern Australia. By replicating pure and reciprocal hybrid crosses across five temperatures spanning species’ thermal ranges, we estimate thermal tolerance curves (defining niches) for crosses and reproductive isolation at each temperature. By also replicating crosses at three life stages, we partition the contributions of prezygotic barriers at fertilization, postzygotic barriers at embryogenesis, and postzygotic barriers at larval development to reproductive isolation. We show that barriers are weaker at fertilization and embryogenesis, but stronger and more temperature-sensitive at larval development, as species diverge in thermal niche. Asymmetry of barriers between parental sexes, moreover, suggests a complex interplay between niche differentiation and maternal inheritance. Our findings point to a key role for temperature in reproductive isolation, but also challenges for predicting the fate of isolation in future climates.
DOI: 10.6084/m9.figshare.26132677.v1
title: Zhang et al.rar

description: Simulation setup for interactions between wind-induced internal waves and eddy flows
DOI: 10.6084/m9.figshare.27745770.v2
title: <b>Global database of actual nitrogen loss rates in coastal and marine sediments</b>

description: “Upload_data.xlsx” includes the compiled data. The “Raw_data” sheet included data on nitrogen loss rates and environmental parameters, while the “Experiment information” sheet included data on controlled conditions related to intact core incubation experiments.“Raw_data references.docx” contains all the references of the articles used in the database.Welcome readers to contact us to indicate errors or update the data in the database.
DOI: 10.6084/m9.figshare.28938866.v1
title: Supplementary Material for: Pilot-scale Preparation of Broad-spectrum CBD: Extraction Optimization and Purification using Centrifugal Partition Chromatography

description: Introduction: Cannabinoids, a class of compounds found in Cannabis sativa L. have wide range of pharmacological properties. While Δ9-tetrahydrocannabinol (Δ9-THC) is strictly regulated due to its psychoactive effects, cannabidiol (CBD), a non-psychoactive compound, is permitted in certain countries. This study aimed to optimize the preparation of ethanolic cannabis extracts using response surface methodology (RSM) and to develop an effective system for removing Δ9-THC through centrifugal partition chromatography (CPC) to produce broad-spectrum CBD (hemp extract containing CBD and other compounds with minimal or no Δ9-THC). 
Methods: Three variables and six responses were assessed to optimize extraction conditions. Predictions were made using Design-Expert® software, and experimental conditions were identified using the Box‒Behnken design. Extracts were analyzed via HPLC and a chromameter. Optimal conditions were used for pilot-scale extraction, and the CPC process was optimized by determining the partition coefficient of target cannabinoids in various solvent systems and the maximum sample load.
Results: The optimal extraction conditions were -31°C, 33 min, and a sample-to-solvent ratio of 1:8% w/v, with a desirability value of 0.576. Temperature was the most influential factor. Although the total yield decreased, this condition provided the highest concentration of light-colored cannabinoids and was successfully scaled up for three other cannabis samples. The optimal CPC solvent system, consisting of hexane/0.1% FA in ACN/20 mM ammonium formate at a ratio of 10/6.5/3.5% v/v, demonstrated a yield recovery of 89.3 ± 0.21% w/w with a maximum load of 5 grams’ sample per run. The resulting broad-spectrum CBD extract had a high CBD content (73.3 ± 0.37% w/w) and minimal Δ9-THC content (0.2 ± 0.00% w/w)
Conclusion: The BBD-RSM optimization of ethanolic cannabis extraction provided the highest cannabinoid concentration with a short extraction time and desirable appearance. The CPC process successfully separated Δ9-THC, yielding a high-purity, broad-spectrum CBD extract.
DOI: 10.6084/m9.figshare.4868093.v1
title: Gene Expression Atlas of Schistosoma Mansoni - Part I

description: This data set (part I of two) was obtained from the RNA-Seq analysis of transcriptomes of adult <i>Schistosoma mansoni </i>and their gonads. All genes represented by transcripts identified in the analysis were given by their Smp numbers. In addition to the avrage transcript amounts (Reads per Kilobase Million (RPKM), Y-axis) and occurrence, log<sub>2</sub> ratios were given as well as adjusted <i>P</i> values of pairing-, gender,- and tissue-related expression patterns. <br>Abbreviations used for the bar plots (X-axis) are:<br>bM (bisex males), paired males; sM (single-sex males), unpaired males; bF (bisex females), paired females; sF (single-sex females), unpaired females; bT, testis of bM; sT, testis of sM; bO, ovary of bM; sO, ovary of sO. <br>
DOI: 10.6084/m9.figshare.9619571.v1
title: Simulated phenotypes and markers applied to splitting methods of validation sets based on entropy and mutual information

description: The file "pheno_tbv.txt" contains the individuals' code, phenotype and true breeding value for simulated data.<br>The file "markers.txt" contains all the markers coded as 0, 1 or 2 in the columns and individuals in the rows for simulated data.
DOI: 10.17608/k6.auckland.14280203.v1
title: Supplementary data 9. The central proteins are the targets of FDA approved drugs.

description: We used DGIdb to find the draggability of the central proteins. About 46% (N=80 of 173) of the central proteins across all the modules were targeted by FDA approved drugs. The list of central proteins and their drug targets, and the shared central proteins, their target drugs and the disease informations are provided here.
DOI: 10.17632/mw36j2nm7x
title: Regulatory mechanisms governing RNA-Binding Protein LIN-28 transcription

description: LIN28A is an RNA-binding protein that plays a central role in maintaining pluripotency and regulating developmental timing by suppressing let-7 miRNA biogenesis. While much is known about its downstream effects, how LIN28A itself is transcriptionally regulated has remained elusive. In this study, we identified multiple intragenic enhancers within the Lin28a locus that give rise to enhancer RNAs (eRNAs) exhibiting strand-specific expression and context-dependent activation. These eRNAs are not uniformly expressed but are activated in a sequential and combinatorial manner, depending on the type and timing of external stimuli. Functional studies demonstrate that antisense eRNAs are particularly important for proper Lin28a expression, and their depletion leads to impaired pluripotency maintenance, altered let-7 miRNA levels, and defective embryoid body formation. This regulation is dynamic: different eRNAs contribute at distinct phases of differentiation or under metabolic perturbations, fine-tuning Lin28a output in response to cellular cues. Our findings reveal that the transcriptional regulation of Lin28a is governed by an unexpectedly complex mechanism involving multiple eRNAs working in coordination, highlighting a broader role for eRNAs in modulating gene expression programs during early development.
DOI: 10.6084/m9.figshare.25101971.v1
title: Danish version of Physical Activity Enjoyment Scale (PACES-8)

description: Danish version of the <i>Physical Activity Enjoyment Scale</i> with eight items (PACES-8). The questionnare is available in Danish.DOI: 10.6084/m9.figshare.25101971
DOI: 10.6084/m9.figshare.29085791.v1
title: Supplementary information for "Effective Treatment of Systemic Candidiasis by Synergistic Targeting of Cell Wall Synthesis."

description: This dataset contains the supplementary data associated with the article titled "Effective Treatment of Systemic Candidiasis by Synergistic Targeting of Cell Wall Synthesis." It includes additional experimental results, control data, extended analyses, and supporting figures referenced in the Supplementary Information section of the manuscript. These supplementary materials provide further validation of the main findings and offer additional insights into the antifungal mechanism and efficacy of antisense oligonucleotide-based therapies targeting Candida. The data are provided in standard formats and are organized to complement the main manuscript.
DOI: 10.6084/m9.figshare.20454933.v1
title: Synthetic case - Validation

description: This item is used in the publication "Computationally-feasible uncertainty quantification in model-based landslide risk assessment" published in <em>Frontiers in Earth Science: Geohazards and Georisks</em>.
DOI: 10.6084/m9.figshare.24093639.v1
title: Data and code for Sagi & Hawlena (2023), Ecology Letters, Climate dependence of the macrofaunal effect on litter decomposition – a global meta-regression analysis.

description: This item contains the data and code used to produce the results of the published study.
DOI: 10.6084/m9.figshare.24926304.v1
title: Graph Data.xlsx

description: Data used to generate graphs in publication
DOI: 10.17632/bzg5hc65h6
title: BDSIM: An accelerator tracking code with particle-matter interactions

description: Beam Delivery Simulation (BDSIM) is a program that simulates the passage of particles in a particle accelerator. It uses a suite of standard high energy physics codes (Geant4, ROOT and CLHEP) to create a computational model of a particle accelerator that combines accurate accelerator tracking routines with all of the physics processes of particles in Geant4. This unique combination permits radiation and detector background simulations in accelerators where both accurate tracking of all particles is required over long range or over many revolutions of a circular machine, as well as interaction with the material of the accelerator.
DOI: 10.15468/dl.ak6a38
title: Occurrence Download

description: A dataset listing the 34 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myosotis sylvatica"
 ]
}

 The dataset's 34 records were derived from 999 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000685-260129131611470/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.29916596
title: Robin dataset + readme

description: In this excel file there are 6 sheets:<br>Sheet 1: metadata summary<br>Sheet 2: urban songs data<br>Sheet 3: rural songs dataSheet 4: all urban-rural songs data<br>Sheet 5: ups-downs songs data, used in the final analysis in RSheet 6: data from the re-recording experiment<br>
DOI: 10.6084/m9.figshare.29916596.v4
title: Robin dataset + readme

description: In this excel file there are 4 pages:<br>Page 1: metadata summary<br>Page 2: urban songs data<br>Page 3: rural songs dataPage 4: all urban-rural songs data<br>Page 5: ups-downs songs data, used in the final analysis in R
DOI: 10.6084/m9.figshare.29916596.v5
title: Robin dataset + readme

description: In this excel file there are 6 sheets:<br>Sheet 1: metadata summary<br>Sheet 2: urban songs data<br>Sheet 3: rural songs dataSheet 4: all urban-rural songs data<br>Sheet 5: ups-downs songs data, used in the final analysis in RSheet 6: data from the re-recording experiment<br>
DOI: 10.15468/dd.95nu4q
title: Dataset generated from Esri tool

description: Derived dataset generated by Esri geoprocessing tool using GBIF API
DOI: 10.15468/dl.benrd8
title: Occurrence Download

description: A dataset containing 1750 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Gentianopsis thermalis"
 ]
}

 The dataset includes 1750 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000682-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ktspx8
title: Occurrence Download

description: A dataset containing 5882 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Acer saccharum"
 ]
 },
 "HasCoordinate is TRUE",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2024",
 "DecimalLatitude is greater than or equal to 44.71795160294854",
 "DecimalLatitude is less than or equal to 56.75958730908668",
 "DecimalLongitude is greater than or equal to -85.75030315326683",
 "DecimalLongitude is less than or equal to -41.661221691324556",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 5882 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000683-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2gyeda
title: Occurrence Download

description: A dataset containing 431 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is c54097e6-0972-4acb-b849-eaeba29c917d",
 "TaxonKey is Inia geoffrensis",
 "Year 2000-2026"
 ]
}

 The dataset includes 431 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000684-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/28831
title: Chandra X-ray Observatory ObsId 28831

description: The rise in flux of zeta Puppis
DOI: 10.25574/28834
title: Chandra X-ray Observatory ObsId 28834

description: The rise in flux of zeta Puppis
DOI: 10.25574/28843
title: Chandra X-ray Observatory ObsId 28843

description: Continue to observe the ULX M33 X-8 wih HETG
DOI: 10.5281/zenodo.18420993
title: wacl-york/York_LIF_Instrument_Paper2026: Data and code for 'An intercomparison of aircraft sulfur dioxide measurements in clean and polluted marine environments' publication

description: Data and code to produce the figures in the publication 'An intercomparison of aircraft sulfur dioxide measurements in clean and polluted marine environments' by L. G. Temple et al. (2026). Contains the following data:

University of York LIF-SO2 data by Temple, L. G., Young, S., Vallow, J., & Edwards, P. M. (https://doi.org/10.5281/zenodo.18417210) 

University of Manchester I-CIMS SO2 data by Matthews, E. & Bannan, T. 

FAAM PF SO2 data by Bauguitte, S. & Batten, S.
DOI: 10.5281/zenodo.18420994
title: wacl-york/York_LIF_Instrument_Paper2026: Data and code for 'An intercomparison of aircraft sulfur dioxide measurements in clean and polluted marine environments' publication

description: Data and code to produce the figures in the publication 'An intercomparison of aircraft sulfur dioxide measurements in clean and polluted marine environments' by L. G. Temple et al. (2026). Contains the following data:

University of York LIF-SO2 data by Temple, L. G., Young, S., Vallow, J., & Edwards, P. M. (https://doi.org/10.5281/zenodo.18417210) 

University of Manchester I-CIMS SO2 data by Matthews, E. & Bannan, T. 

FAAM PF SO2 data by Bauguitte, S. & Batten, S.