cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28830278.v1
title: Adjusted Urinary Metal Concentrations and Regional Air Pollution Data from the Swiss Plateau (2016–2019)

description: This dataset contains covariate-adjusted urinary metal concentrations from 276 patients who underwent standardized provoked metal excretion testing between January 2016 and November 2019 in central Switzerland, along with time-lagged regional air pollution data. All patients lived within a 60 km radius of our clinic in the Swiss Plateau (Mittelland), a densely populated region between the Jura and the Alps. The study was initiated following a noticeable spike in urinary uranium concentrations in spring 2017, coinciding with elevated fine dust levels and increased heating activity. Air pollution data — including PM₁₀, PM₂.₅, indirectly calculated PM₁₀–₂.₅, elemental carbon (EC), NO₂, SO₂, and CO — were retrieved from the NABEL station Zurich-Kaserne, located approximately 27 km (17 miles) from the clinic. This site was selected as the primary exposure reference due to its comprehensive and uninterrupted dataset. Given the strong synchrony of pollutant levels across official Swiss Plateau NABEL stations, confirmed by heatmap correlations (see sheet "PM10 NABEL Swiss Plateau Correl"), Zurich-Kaserne is considered representative of regional air quality for the entire patient cohort. <br><br><br>README <br>File: AP–Metals–Adjusted–DDI–PM2.5–Imputed.xlsx This Excel file contains fully processed data for environmental toxicology research, including covariate-adjusted urinary metal concentrations, lagged air pollution exposure (Lag 0 to -26), and inter-site PM₁₀ correlations. <br><br>Sheet Overview: <br><br>PM10 NABEL Swiss Plateau Correl: Spearman correlation matrix showing inter-site PM₁₀ synchrony across the Swiss Plateau. <br><br>Main pollutant sheets (e.g., PM10, PM2.5, EC, etc.): Exam date 27 lagged pollutant values (14-day means) <br><br>Patient metadata (age, sex, CRN) Fully adjusted metal values (log-transformed, age/CRN-corrected, sex-specific residuals, Yeo-Johnson transformed) <br><br>Preprocessing Summary: Creatinine values adjusted to age 50 (CRN50) using sex-specific formulas from &gt;1600 provoked urine samples. <br><br>Exclusion criteria: CRN50 &lt; 0.15 or &gt; 3.5 g/L; Aluminum/CRN &gt; 140 µg/g (to minimize dilution bias and iatrogenic contamination). <br><br>Imputation: Uranium, Bismuth: Uniform imputation in [DL/3, DL] Other metals: MICE with age, CRN, and other metal concentrations (if Al/CRN &lt; 140). Log-transformation of metals, covariate adjustment via linear regression (logCRN50, age), and sex-specific Yeo-Johnson transformation.<br>PM₂.₅ imputed using ridge regression (predictors: PM₁₀, EC, NO₂, SO₂, CO for the same lag). PM₁₀–₂.₅ calculated as PM₁₀ minus imputed PM₂.₅; not imputed separately.
DOI: 10.11583/dtu.24991326.v1
title: Data for: "Connectivity between Siberian river runoff and the lower limb of the Atlantic Meridional Overturning Circulation"

description: This dataset consists of hydrographic data collected across the northern Labrador Sea as part of the Davis Strait Program in October 2022. The dataset includes profiles of, temperature, salinity, oxygen, dissolved organic matter fluorescence and derived variables.
DOI: 10.4121/21176431.v1
title: Data underlying the publication: Preference of black soldier fly larvae for feed substrate previously colonised by conspecific larvae

description: We examined attraction of different instars via dual-choice tests in the dark with the use of video recordings. Larval choices were identified based on first substrate contact, cumulative number of substrate contacts, entry of the substrate and number of larvae present in a substrate over time.
DOI: 10.6084/m9.figshare.8259278.v1
title: Substrate and quality mangosteen seedlings

description: Abstract An obstacle to the production of mangosteen seedlings (Garcinia mangostana L.) is the long nursery time of approximately two years. Among other factors, the identification of a suitable substrate for seedling production from this species is a preponderant factor to reduce nursery time. This study aimed to evaluate the growth of seminal mangosteen seedlings grown in four different substrate compositions. Growth rate was determined using the following variables: stem diameter, plant height, stem dry mass, leaf dry mass, shoot dry mass, root dry mass, total dry mass and Dickson Quality Index (DQI). The substrate S1 (sphagnum turf and vermiculite) was superior to substrates S2 (pinus bark and vermiculite), S3 (pinus bark and coconut fiber) and S4 (soil) in all evaluated parameters. The principal component analysis separated the treatments into three response groups, in which S1 exerted the greatest influence on the growth variables, concluding that this one of the substrates tested was the most adequate for the formation of mangosteen seedlings.
DOI: 10.6084/m9.figshare.13393097.v1
title: mergemunicipaldata.dta

description: local public spending on education and performance of public school students
DOI: 10.6084/m9.figshare.6972782.v1
title: All patients list_Shirotake et al_Molecular and Clinical Oncology 2018.xlsx

description: A list of the clinical and pathological data of 209 patients with advanced renal cell carcinoma (with or without metastasis) treated with molecular targeted therapy between April 25, 2008 and February 27, 2017 in Saitama Medical University International Medical Center. These patients in this list were automatically isolated from electronic medical records using the terms “sorafenib”, “sunitinib”, “axitinib”, “pazopanib”, “temsirolimus”, “everolimus”, “renal tumor”, and “renal cell carcinoma”. The analyses of this data is published in Molecular and Clinical Oncology.
DOI: 10.6084/m9.figshare.28079705.v1
title: Kondylidis_Vavakou_vanderHeijden_2024

description: Data belonging to article "The spatial buildup of cochlear compression in the cochlea", Frontiers Neuroscience (2024),by Kostas Kondylidis; Anna Vavakou and Marcel van der Heijden
DOI: 10.6084/m9.figshare.28830506.v1
title: William Remoundos 2025 Thesis Datasets (1.0, 2.1, 2.2)

description: Datasets adapted from Zhou et al. (2024) for 2025 Government Honors Thesis, Cornell University. Zhou, S., Solomon, B., & Brown, M. (2024). <i>Replication data for: The spillover effect of </i><i>mandatory renewable portfolio standards</i> [Text/tab-separated-values,text/tab-separated-values,text/tab-separated-values,application/vnd.openxmlformats-officedocument.spreadsheetml.sheet]. Harvard Dataverse. https://doi.org/10.7910/DVN/6RYAS0Zhou, S., Solomon, B. D., and Brown, M. A. (2024). The spillover effect of mandatory renewable portfolio standards. <i>Proceedings of the National Academy of Sciences</i>, <i>121</i>(25), e2313193121. https://doi.org/10.1073/pnas.2313193121
DOI: 10.6084/m9.figshare.20485563.v2
title: Estimation of net ecosystem carbon exchange at climate sites by combing remote sensing data and FLUXNET2015 data with machine learning algorithms

description: The Eddy Covariance (EC) flux stations have great limitations in the evaluation of the global Net ecosystem carbon exchange (NEE) and in the uncertainty reduction due to their sparse and uneven distribution and spatial representation. If the EC stations are linked with widely distributed meteorological stations using machine learning (ML) and remote sensing, it will play a big role in effectively improving the accuracy of the global NEE assessment and reducing the uncertainty. In this study, we first optimized the hyperparameters and input variables of the ML model based on the adaptive genetic algorithm. Then, we developed 566 random forest (RF)-based NEE estimation models by the strategy of spatial leave-out-one cross- validation (SLOOCV). We innovatively established the Euclidean distance-based accuracy projection algorithm of the R square (R2), which could test the accuracy for each model to estimate the NEE of the specific flux at the weather station. Only the model with the highest R2 was selected from the models with a prediction accuracy of R2&gt;0.5 for the specific meteorological stations to estimate its NEE. 4,674 out of 10,289 weather stations around the world might match at least one of the 566 NEE estimation models with a projected accuracy of R2 &gt; 0.5. The NEE estimation models we screened for the meteorological stations showed a reliable performance and a higher accuracy than former studies. The NEE values of the most (96.9%) screened meteorological stations around the world are negative (carbon sink) and most (65.3%) of those showed an increasing trend in the mean annual NEE (carbon sink). The FLUXCOM NEE estimation denoted larger values than our estimations at the corresponding meteorological stations. The NEE dataset produced at the meteorological stations could be used as a supplement to the EC observations and quasi-observation data to assess the NEE products of the global grid. The results of this work will provide theoretical and technical support for the climate change policy formulation and the terrestrial carbon sink assessments.
DOI: 10.6084/m9.figshare.7315589.v1
title: Table_S2.xlsx

description: Supplementary data for "Drosophila small ovary encodes a zinc-finger protein with broad function in repressing gene expression" Benner et al.
DOI: 10.6084/m9.figshare.3520490.v1
title: Appendix A. Detailed model selection for modeling Ovenbird nonbreeding abundance from eBird data and apparent survival.

description: Detailed model selection for modeling Ovenbird nonbreeding abundance from eBird data and apparent survival.
DOI: 10.6084/m9.figshare.28548095.v1
title: Scripts and results

description: (1). Benchmark data: reconstruction benchmark. (2). Parameter fine-tuning data: reconstruction benchmark by changing parameter of SLI2Cry.
DOI: 10.1184/r1/23999709.v1
title: Mobility21_data.zip

description: Dataset generated for Mobility21 analysis report on dynamic parking space reservations (also know as 2023-7-17-10minLimit)
DOI: 10.6084/m9.figshare.27861081.v3
title: Supplementary Material for Review.docx

description: <b>Background: </b>Considering the adverse effects of marketed drugs, we isolated and analyzed topical fish oil (FO) in this study for the first time and examined its effect on obesity. Topse, scientifically known as <i>Polynemus paradiseus</i>, is a common fish species found in the maritime environment of the West Bengal region.<b>Aim: </b>To explore the role of marine <i>P. paradiseus</i> FO in alleviating obesity-related metabolic disorders <i>in vivo</i> model.<b>Methods: </b>Twenty-four male albino BALB/c mice with a standard body weight of 18.2 ± 2.1 g were taken and randomly divided into four groups: control group (C), normal chow feeding; obese control (OC), high fat diet (HFD) feeding; Treatment I (T-I) and Treatment II (T-II) group received 20mg and 40mg crude oil /100 g body weight / day by gavage along with HFD. Here, we examined the effects of <i>P. paradiseus</i> oil on white adipose tissue (WAT) weight, lipid profiles, blood glucose, and adipokine expression levels in the OC group compared to the treated groups to evaluate the anti-obesity effects of FO.<b>Results: </b>Compared to the HFD-induced OC group, the treated obese mice group (T-I and T-II) showed a significant reduction in body weight, Body Mass Index (BMI), and serum lipid profiles following the application of FO. The FO-treated HFD-induced obese mice group showed a moderate reduction in obesity and inflammatory-related adipocytokines compared to the OC group.<b>Conclusion:</b><b> </b>Topse FO was enhanced with a large amount of essential fatty acids (FAs) and it might be administered as a dietary supplement to prevent obesity.
DOI: 10.6084/m9.figshare.4285340.v2
title: Plant Genome Size Comparison

description: Visualisations of the sizes of various genomes compared to bread wheat. There exists several figures using the diameter as being proportional to the genome size and one where the area is proportional to the genome size.<br>
DOI: 10.6084/m9.figshare.17065490.v2
title: DATA

description: data
DOI: 10.6084/m9.figshare.19280114.v1
title: HILIC Positive Mode Sample Raw Data

description: Samples (2-10 mg) were extracted with 2:5:2 CDCl3:CD3OD:H2O, ground, and centrifuged to remove particulate.<br>Extracts (10 uL) were analyzed with HILIC-LC-MS using an Agilent Poroshell 120 HILIC-Z column (2.1 x 100 mm, 1.9 um particle size) at 35 C. Solvent A: 95/5 water/acetonitrile with 0.2% acetic acid and 5 mM ammonium acetate; Solvent B: 95/5 acetonitrile/water with 0.2% acetic acid and 5 m M ammonium acetate.<br>Gradient (0.3 mL/min):99% B for 1 min, decrease to 40% B over 9 min, increase to 99% B over 6 min.
DOI: 10.6084/m9.figshare.25493419.v1
title: Source data

description: Here we compile data from 537 experiments on organic and inorganic fertilization across grasslands and croplands worldwide to evaluate the responses of plant aboveground biomass, biodiversity and soil organic carbon.
DOI: 10.6084/m9.figshare.25754667.v1
title: Kitti_odom.zip

description: This is the experimental code of A novel 3D liDAR feature learning approach for uncrewed ground vehicle odometry
DOI: 10.6084/m9.figshare.20729295.v1
title: THE EFFECT OF DISTANCE LEARNING IN COLLEGES AND UNIVERSITIES ON PHYSICAL HEALTH PROMOTION IN COLLEGE STUDENTS

description: ABSTRACT Introduction Influenced by the traditional teaching methods of physical education, the teaching activities of athletics are exclusive to the outdoor environment, which is very common in China, resulting in many disadvantages in teaching these sports by distance, restricting career development and requiring adaptations due to current circumstances. Objective Provide a theoretical basis to further improve the level of physical health of university students and substantiate the necessary adaptations to the teaching of athletics in colleges and universities. Methods This paper reviews the physical health status of university students, raises the reasons for their decline, and analyzes the role of teaching athletics activities in promoting the physical health of university students. Results The performance of physical activities related to athletics promotes the physical health of university students. Conclusion Athletic sports play an important role in the health promotion of university students, not receiving proper care currently, lacking more attention in its promotion by responsible agents. Level of evidence II; Therapeutic studies - investigation of treatment outcomes.
DOI: 10.6084/m9.figshare.26073541.v1
title: Hanalei Bay GSSHA (WMS Software) Files for Compound Flood Modeling

description: This zipped file contains the files for a GSSHA model run through WMS Software. It is a flood model of Hanalei, Kauai. This research contributes to my MS degree in the Earth Science Department at the University of Hawaii. The goal of this model is to understand compound flooding from extreme rainfall and sea level rise. Within the files you will find the two tiers used to create an inset model within each numbered gage height. You can also find the rain and stream gage data used for each stream gage height flood map.
DOI: 10.6084/m9.figshare.28375673.v1
title: Data for "Abnormal Synchronization Between Cortical Delta Power and Ripples in Hippocampal Sclerosis"

description: Dataset for ‘Abnormal synchronization between cortical delta power and ripples in hippocampal sclerosis’
DOI: 10.6084/m9.figshare.19352396.v1
title: Fig. 4, MEME results dataset

description: Fig. 4, MEME results dataset. Our composed FASTA file (see Fig. 1) was uploaded onto datamonkey.org after selecting for individual site analysis. We then adjusted our p-value to &lt;0.05 to examine statistically significant sites of positive selection and exported as a CSV file.
DOI: 10.6084/m9.figshare.22437775.v5
title: Source Data.xlsx

description: Source data of Figures.
DOI: 10.6084/m9.figshare.23634006.v1
title: A dataset called GEOICS

description: - A dataset called GEOICS (georeferenced individual cocaine seizures) with 44 variables and 939 records with geospatial attributes and quantitative and qualitative data related to individual cocaine seizures (ICS) in Brazil - 2022. - Dataset with geographic coordinates of clandestine airstrips in the Amazon region. - Python code.
DOI: 10.6084/m9.figshare.26966434.v2
title: <b>Implications of the SNHG10/miR-665/RASSF5/NF-κB pathway in dihydromyricetin-mediated ischemic stroke protection</b>

description: Ischemic stroke (IS) remains a leading cause of disability and mortality worldwide, and inflammation and oxidative stress play significant roles in its pathogenesis. This study investigates the effects of dihydromyricetin (DHM) on IS using RT-qPCR and western blot with SH-SY5Y cells, focusing on its effects on the small nucleolar RNA host gene 10 (SNHG10)/microRNA (miR)-665/Ras association domain family member 5 (RASSF5) axis and nuclear factor-kappa B (NF-κB) signaling. In addition, the effects of the SNHG10/miR-665/RASSF5 axis on the activity, apoptosis, oxidative stress, and inflammation levels of SH-SY5Y cells were analyzed using 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide, flow cytometry, and enzyme-linked immunosorbent assays. Our results showed that, in response to oxygen-glucose deprivation/reperfusion (OGD/R), DHM treatment improved cell viability, reduced apoptosis, and attenuated neuroinflammation and oxidative stress in a dose-dependent manner. Interestingly, lncRNA SNHG10 was overexpressed during OGD/R and suppressed by DHM. Through bioinformatics analysis and experimental validation, we identified miR-665 as a direct target of SNHG10 and RASSF5 as a direct target of miR-665. The protective effect of DHM against OGD/R injury was partially reversed by SNHG10 overexpression and further enhanced by co-transfection with the miR-665 mimic and si-RASSF5. Our study provides novel insights into the neuroprotective mechanism of DHM against IS, which may act via modulation of the SNHG10/miR-665/RASSF5 axis and inactivation of NF-κB signaling, and offers a promising therapeutic target for IS.
DOI: 10.6084/m9.figshare.9599327.v1
title: HYBRID SOLAR HEAT PUMP SYSTEM FOR WATER HEATING

description: ABSTRACT A comparative test of water heating between the hybrid system - solar collector with heat pump - and a system with conventional supplementary heating - with high electric power - was performed. For this, a small capacity heat pump was installed, which was later installed together with a solar heating system, composed of a 250 L thermal reservoir and three thermoplastic collector plates. Tests were carried out to evaluate the COP of the heat pump and the energy consumption of the solar heating system operating with the heat pump and with an electrical resistance of 3000 W. In the laboratory tests, the heat pump presented an average COP of 2.15. In the field tests, the energy consumption of the solar system with heat pump was 54.9% lower when compared to the tests in which electrical resistance was used as a source of supplementary heating.
DOI: 10.6084/m9.figshare.19948322.v1
title: Dataset: What makes a teddy bear comforting?

description: This dataset relates to a study intended to identify whether particular physical and sensory characteristics contribute to making a bear more comforting. These data were collected as part of a participatory experiment during the European Researchers' Night, on September 27, 2019, in 13 French cities simultaneously (395 participants). The file "data_teddybears" corresponds to the raw data, whose meaning and coding of each variable is detailed in the file "data_teddybears_metadata". The file "data_teddybears_finals" corresponds to sorted data ( the stuffed animals that were not teddy bears and unusable photographs (blurred or not well framed) were removed. The outliers were identified by hand and removed. Inconsistent data in metric measurements were manually corrected using ImageJ software (https://imagej.nih.gov/ij/) based on the photographs and using the test charts as a standardized metric scale. Finally, the metric measurements were log transformed and standardized.
DOI: 10.6084/m9.figshare.25538341.v1
title: Inter-continental variability in the relationship of oxidative potential and cytotoxicity with PM2.5 mass

description: This is the source data for the manuscript " Inter-continental variability in the relationship of oxidative potential and cytotoxicity with PM2.5 mass"
DOI: 10.6084/m9.figshare.12196905.v1
title: Uterosacral Ligament Histological Images from Control Patients

description: Trichrome stained uterosacral ligament histological preparations from specimen biorepository. Images in this file were from control patients that lacked a diagnosis of pelvic organ prolapse. Specimens were evaluated using quantitative and semi-quantitative measures by a histopathologist who was blinded to non-prolapse or prolapse diagnosis. A database of measurements along with patient characteristics is available in this data repository.
DOI: 10.6084/m9.figshare.22296961.v3
title: Supplementary information of: High Utility of Ultraconserved Elements (UCE) for Disentangling the Elusive Relationships of Tarantulas

description: Although tarantulas are a widespread, highly diversified, and charismatic spider group, our understanding of their evolution remains limited. A recent transcriptome-based approach, including 16% of the nominal tarantula genera (25), provided the first robust phylogenetic hypothesis of deep tarantula relationships. However, transcriptomics has practical downsides, making it less than ideal for phylogenomic analyses. Ultraconserved Elements (UCE) sequencing, a cost-effective alternative, allows for the simultaneous reading of hundreds of loci and utilizing samples with degraded DNA, including museum material, but its utility for resolving tarantula relationships remains to be tested. In this study, I recovered up to ~850 unique UCE loci from publicly available individual tarantula transcriptomes. Phylogenetic estimation using these loci resulted in topologies identical to those obtained from the published complete transcriptomic datasets, with limited phylogenetic uncertainty restricted to two branches in the tarantula tree of life. I conclude that UCE information has great potential for resolving tarantula relationships and that numerous UCE loci can be harvested from tarantula transcriptomic data. Finally, I provide databases of transcripts and UCE loci for the 27 currently available tarantula genera, facilitating their inclusion in future phylogenomic studies with deeper taxon coverage.
DOI: 10.6084/m9.figshare.6970403.v1
title: Supplemental dataset for "Weather field reconstruction using aircraft surveillance data and a novel meteo-particle model"

description: This dataset contains the source data used for the experiments of the paper titled "Weather field reconstruction using aircraft surveillance data and a novel meteo-particle model".<br><b>Dataset structure</b><br><br>1. "modes_weather_obs_201801_01-10.zip" contains weather (wind and temperature) extracted from Mode-S and ADS-B data, from 2018-01-01 to 2018-01-10, at +/-30 minutes around 00h, 06h, 12h, and 18h of each day.<br><br>2. "gfs_201801_01-10.zip" contains the wind and temperature data extracted from GFS reanalysis data with at 00h, 06h, 12h, and 18h each day.<br>3. "ecmwf_201801_01-10-10.zip" contains the wind and temperature data extracted from ECMWF ERA5 reanalysis data with 00h, 06h, 12h, and 18h each day.<br><br>4. "modes_raw_data_20180101_0900_1000.zip" contains the raw Mode-S data collected on 2018-01-01 from 09h to 10h.<br><br>5. "modes_weather_obs_20180101_0900.csv" and "modes_weather_obs_20180101_0930.csv" are decoded weather information based on previous raw data.<br><br><br><b>CSV column definitions</b><b></b><br>ts: Unix time stamp<br>icao: aircraft ICAO Mode-S transponder identifier<br>lat: latitude<br>lon: longitude<br>alt: altitude (ft)<br>wx: wind speed at x axis (u component of wind) (m/s)<br>wy: wind speed at y axis (v component of wind) (m/s)<br>temp: temperature (K)<br>
DOI: 10.6084/m9.figshare.17348660.v1
title: QiXiang Co.xls

description: This is the record of measured water depth