cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14675616.v1
title: Drone Photographs from the Sediment Area 2019-7-30 Flight Date (Dover, NH, USA)

description: These are the raw drone aerial images taken of the sediment area on July 30, 2019 for the Evans et al. Sawyer Mill dam removal study. Alexandra Evans, a certified FAA Part 107 remote pilot, served as the remote pilot in command for the flight mission and was accompanied by spotters.<br>A DJI Phantom 3 Professional drone was used to take the images, equipped with its original RGB camera and a polarizing filter. Please see the referenced automated flight paths for details on altitude, image overlap, etc. The flight paths were executed using the Litchi flight app.<br>These materials were made using resources from an NSF EPSCoR funded project “RII Track-2 FEC: Strengthening the scientific basis for decision-making about dams: Multi-scale, coupled-systems research on ecological, social, and economic trade-offs” (a.k.a. "Future of Dams"). Support for this project is provided by the National Science Foundation’s Research Infrastructure Improvement NSF #IIA-1539071. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.
DOI: 10.6084/m9.figshare.14980383.v1
title: Supplementary Material for: Performance of Prediction Models for Contrast-Induced Acute Kidney Injury after Transcutaneous Aortic Valve Replacement

description: <b><i>Background:</i></b> Acute kidney injury (AKI) has shown to adversely affect outcomes in patients undergoing transcutaneous aortic valve replacement (TAVR), and its correct risk estimation may interfere in procedural planning and strategies. The aim of the study was to test and compare 6 scores in predicting AKI after TAVR. <b><i>Methods:</i></b> We tested 6 scores (the contrast material limit score, volume-to-creatinine clearance ratio, ACEF, CR4EATME3AD3, Mehran model A, and Mehran model B) in a total of 559 consecutive patients included in the Brazilian TAVR registry. <b><i>Results:</i></b> All scores had a poor accuracy and calibration to predict the occurrence of AKI grade 1 or 2. All scores improved the accuracy of AKI risk prediction when stratified for AKI grade 2/3 and AKI grade 3 for all scores. The CR4EATME3AD3 was the best predictor of AKI stage 2/3 (AUC: 0.62; OR: 1.12; 95% CI 1.01–1.26; <i>p</i> = 0.04) and AKI stage 3 (AUC: 0.64; OR: 1.16; 95% CI 1.02–1.32; <i>p</i> = 0.02). Mehran models A and B were both good models for AKI stage 3 (AUC: 0.63; OR: 1.10; 95% CI 1.01–1.22; <i>p</i> = 0.05; and AUC: 0.62; OR: 1.10; 95% CI 1.00–1.21; <i>p</i> = 0.05, respectively). <b><i>Conclusions:</i></b> None of the current models demonstrated validity in detecting AKI when its lower grades were evaluated. CR4EATME3AD3 was the best score in predicting moderate to severe AKI after TAVR. These findings suggest that contrast-induced AKI may not be the only factor related to kidney injury after TAVR.
DOI: 10.6084/m9.figshare.20290704.v2
title: Supplemental table summarizing the clinical and evolutive features of 27 patients with lymphoid HES or CTCL

description: Clinical and evolutive features of 27 patients with lymphoid hypereosinophilic syndrome and/or cutaneous T-cell lymphoma
DOI: 10.6084/m9.figshare.25399579.v1
title: S5_QEMSCAN results Ziller

description: This is the supplementary dataset S5 to the paper "How to quantify heavy mineral fertility from point-counting data". The dataset shows the results of <i>quantitative evaluation of minerals by scanning electron microscopy </i>(QEMSCAN) of a natural sand sample from the Ziller river (Austrian Alps, N 47.158026, E 11.876757). Three grain size fractions (63-125, 125-250 and 250-500 microns) were analysed via QEMSCAN. The data shows the resulting mineral proportions, the 2D phase map and th emineral associations.
DOI: 10.6084/m9.figshare.28910849.v1
title: public content in 202505

description: public content in 202505
DOI: 10.6084/m9.figshare.28927724.v2
title: FigS4-Φ

description: <b>Figures S4.</b> Dependence of Φ defined by Equation (3) for various NΦ (NΦ = 1, 2, ..., 15), namely the sum of σ(c) for the top NΦ spatial cluster regions, as a function of the density threshold fth.
DOI: 10.17632/kwg4mvkxpv
title: LINF_160018300

description: Lsm2; Leishmania infantum (strain JPCM5)
DOI: 10.6084/m9.figshare.1005039.v1
title: Read number pre- and post-filtering

description: Read number pre- and post-filtering, G+C content of raw data and percentage of KW1 genome positions covered at a depth of \textgreater 10X
DOI: 10.6084/m9.figshare.1451427.v1
title: netflix.part01.rar

description: This dataset was constructed to support participants in the Netflix Prize.
DOI: 10.6084/m9.figshare.26994133.v1
title: Additional file 2 of Genomic insights into local adaptation and vulnerability of Quercus longinux to climate change

description: Supplementary Material 2
DOI: 10.6084/m9.figshare.29166875.v1
title: dataset.xlsx

description: online review
DOI: 10.6084/m9.figshare.3554850.v1
title: Appendix C. List of the beetle species collected over the study period in the Yasuni National Park.

description: List of the beetle species collected over the study period in the Yasuni National Park.
DOI: 10.6084/m9.figshare.5607001.v1
title: MH6 - Mean maximum monthly flows

description: IHA metric describing mean maximum monthly flow in m3 s-1. Covering 64 years (1950-2013) for German stream network (1km grid cells)
DOI: 10.6084/m9.figshare.7106075.v1
title: PLEWA04_ORF.pep.fa.gz

description: P. waltl ORF prediction (translated)Ver. PLEWA04<br>
DOI: 10.6084/m9.figshare.14832948.v1
title: Raw data for black carbon and organic carbon in sediments from six hadal trenches

description: Although anthropogenic activities and wildfires have led to ubiquitous distribution of black carbon (BC) in environments, it has never been reported for sediments in the hadal zone, the deepest oceans with water depths &gt; 6000 m. Here, we measured the concentration, δ13C and Δ14C signatures of BC and total organic carbon (TOC) in sediments from six geographically widely distributed trenches. Extrapolation from target trenches to the global hadal zone yields BC burial rate of 1.0±0.5 Tg yr-1 that is greater than previous estimate for the deep sea by 70%. We thus propose that the hadal zone is an important but previously unrecognized BC sink in the ocean.
DOI: 10.6084/m9.figshare.19359875.v1
title: Phylogenetic analyses

description: Phylogenetic analyses
DOI: 10.6084/m9.figshare.28828484.v1
title: StatisticalAnalysisR

description: Two main hypotheses have been proposed to explain the function of ultraviolet (UV) reflection in avian eggs. The UV resistance hypothesis suggests that high UV reflectance protects against solar exposure in open nests, whereas the egg detectability hypothesis posits that higher UV reflectance helps to stand out against the dark background of the nest, making the eggs easier for parents to locate in enclosed nests. Therefore, eggshell reflection in the UV spectrum may serve multiple, possibly even opposing forces, including UV protection and visual signaling. We tested these two hypotheses using large-scale comparative analyses of eggshell UV reflection for over 500 avian species while considering the influence of various ecological, life history, and environmental traits associated with light exposure. Likewise, although no full support was found for either of the two hypotheses, two clades—passerines and Charadriiformes—exhibited notably high levels of UV reflectance. In both clades, species with higher UV reflectance values are predominantly nesting in open nests, supporting the UV resistance hypothesis. This research contributes to a deeper understanding of the mechanisms driving UV coloration in avian eggs and unravels the interplay between life history traits potentially associated with UV reflectance in specific clades under variable nesting conditions.
DOI: 10.6084/m9.figshare.28875992.v1
title: Urban Rewilding Survey Datasets of Cities in Pennsylvania

description: Urban Rewilding Survey Datasets of Cities in PennsylvaniaAllentownHarrisburgPhiladelphiaPittsburghScrantonState College<br>
DOI: 10.6084/m9.figshare.28466891.v1
title: Dataset for DREAMER

description: Dataset for DREAMER, a structured, visually guided AI prompt generation tool designed to enhance creative expression in text-to-image generation for novices.
DOI: 10.6084/m9.figshare.6880394.v1
title: China’s Nuclear Energy Policies

description: The policy documents of China’s nuclear energy planning are collected from iPolicy and www.gov.cn. The categories of policy documents include: planning, strategy, plans, programs and guidance, etc.
DOI: 10.17632/cw4dtbrjw9
title: Supplementary methods for 'No association between isotretinoin and sexual dysfunction'

description: Supplementary methods for "No association between isotretinoin and sexual dysfunction in a large retrospective cohort study of acne patients".
DOI: 10.17632/htws6xc2sp
title: DC-TCNet

description: This database is used for 《Transformer-based deep learning algorithms and DC-TCNet for medical image segmentation: a review and study》
DOI: 10.17632/w4y6h723xg
title: NSTU-BDTAKA: NSTU Bangladeshi Paper Currency Dataset

description: The "NSTU-BDTAKA" dataset has been carefully organized to facilitate two primary tasks: the identification and detection of taka, with a particular emphasis on Bangladeshi paper money. A hierarchical folder structure inside the "Detect" folder divides data into "train," "test," and "validation" subsets for the Taka detection subset, with each including "images" and "labels" subfolders. Annotation files in YOLO format are kept in the "labels" folder, which guarantees accurate object localization for YOLOv5-based object identification models. The dataset is divided into "train," "test," and "validation" subsets in the taka recognition subset, with distinct class folders for different amounts of money. These class folders include images of particular denominations, which simplifies the dataset for training recognition models and allows for precise currency classification based just on image data. This meticulous structure supports the development, training, and evaluation of models, making the "NSTU-BDTAKA" dataset a valuable resource for researchers and practitioners in computer vision and currency analysis.
DOI: 10.6084/m9.figshare.24503776.v1
title: Summer sea-ice melting enhances phytoplankton and dimethyl sulfide (DMS) productions in the Weddell–Scotia Confluence

description: The relationships among sea ice melting, phytoplankton assemblages, and the production of climate-relevant trace gases in the Southern Ocean are gaining increasing attention from the scientific community. This is especially true for dimethyl sulfide (DMS), which plays an important role in atmospheric chemistry by influencing the formation of sulfated aerosols with radiative impacts and constituting cloud condensation nuclei. In the current study, DMS and its precursors, dimethylsulfoniopropionate (DMSP) and chlorophyll <i>a</i> (Chl <i>a</i>), were quantified in the Weddell–Scotia Confluence (WSC) during the 2018 record ice extent minimum period. Mixed layer changes were found to be generally associated with spatial variation in sea ice melt, with the depth being six times deeper in ice-free, well-mixed regions than in seasonal ice-melting zones. The surface Chl <i>a</i> concentration increased from ice-free to ice-melting regions with elevated sea ice meltwater percentages and drawdown surface nutrient concentrations. The concentrations of surface and depth-integrated Chl <i>a</i> in the upper 150 m reached maxima in the ice-melting region with the highest fraction of sea ice meltwater, illustrating that sea ice melting promoted the occurrence of phytoplankton blooms. The DMS and DMSP concentrations in the vicinity of the ice-melting zone were approximately three times higher than those in the ice-free waters. The observations of this study show that the regions of ice melting in the WSC were a zone of particularly high sea–air fluxes of DMS because sea ice melting processes enhanced the production of biogenic sulfur, which could significantly contribute to the atmospheric budget of DMS in the polar regions.
DOI: 10.6084/m9.figshare.28682684.v1
title: Daily Carbon Price Data from Hubei, Guangzhou, and EU Emissions Trading Systems (2018–2024)

description: This dataset provides daily carbon price data (2018-2024) for three carbon trading systems: the Hubei Carbon Market (China), the Guangzhou Carbon Market (China), and the European Union Carbon Trading System (EUCTS), which are sourced from official exchanges and treated as closing prices. It supports comparative studies of regional carbon pricing dynamics, policy implications and cross-market risk spillovers.
DOI: 10.6084/m9.figshare.6693488.v1
title: Sunflower Atlas

description: Sunflower parts.
DOI: 10.6084/m9.figshare.12039609.v1
title: MedRed

description: A social media dataset of Reddit posts from health communities with medical entities of two types tagged: symptom and drug names.
DOI: 10.6084/m9.figshare.18441998.v2
title: Cellular Lifespan Study Data

description: The current study provides a multimodal molecular map across the entire replicative lifespan of primary human fibroblast cell lines from n=6 healthy male and female donors and n=3 donors with lifespan-altering mitochondrial disease caused by mutations in the SURF1 gene. These data include cytological (cell size, morphology), bioenergetic (energy expenditure, derived ATP synthesis rates from Seahorse), secreted proteins, telomere length, and whole-genome sequencing (WGS) data. These datasets can be integrated with other omic measures collected in parallel along the cellular lifespan, including gene expression (RNA sequencing) and DNA methylation (GSE179849).This dataset also includes experimental manipulations with treatments targeting oxidative phosphorylation (OXPHOS) and glycolysis, and glucocorticoid signaling, providing an opportunity to examine the influence of stress and bioenergetics on human aging biology. All processed data can be accessed and browsed at our webtool: https://columbia-picard.shinyapps.io/shinyapp-Lifespan_Study/. A detailed description of the study and associated methods can be found at: https://www.biorxiv.org/content/10.1101/2021.11.12.468448
DOI: 10.6084/m9.figshare.22560580.v1
title: SourceData

description: The data were corresponding to the Figures in article titled <em><strong>Compositing Effects for High Thermoelectric Performance of Cu2Se-Based Materials</strong></em>.
DOI: 10.6084/m9.figshare.25428187.v1
title: Crossmixed CNN dataset

description: Supporting dataset for the article named Crossmixed convolutional neural network for digital speech recognition.Download CitationArticle Source: <b>Crossmixed convolutional neural network for digital speech recognition</b><br>Diep QB, Phan HY, Truong TC (2024) Crossmixed convolutional neural network for digital speech recognition. PLOS ONE 19(4): e0302394. https://doi.org/10.1371/journal.pone.0302394<br>Download the article citation in the following formats:RIS (compatible with EndNote, Reference Manager, ProCite, RefWorks)BibTex (compatible with BibDesk, LaTeX)
DOI: 10.6084/m9.figshare.27270321.v1
title: <b>Supplementary Figure 1. UL12.5 is expressed early during Phase I of reactivation and co-localize with mitochondria.</b>

description: S1A. Representative immunofluorescence images (TIFs) of UL12/UL12.5 (BWp12) co-localization with mitochondria (TOM20) in SCGs following reactivation as early as 8 hours post stimuli. Primary neurons latently infected with either KOS-SPA or KOS-UL98 were reactivated with LY294002 (20 µM) and fixed 8- and 20- hours post-stimuli.S1B. Quantification of UL12.5 expressing neurons as a percentage of neurons per 10 counted cells at 8- and 20- hours after reactivation (50 cells per condition).S1C. Representative immunofluorescence images (TIFs) of UL12/UL12.5 (BWp12) and mitochondria (TOM20) co-localization following transduction with lentivirus expressing either GFP or UL12.5. Primary neurons were fixed at 72- hours post-transduction.S1D. Validation of BWp12 anti-sera specificity in primary murine neurons. Immunofluorescence images (TIFs) of UL12/UL12.5 (BWp12) and FLAG (UL12.5) co-localization following transduction with lentivirus expressing either GFP or UL12.5. Primary neurons were fixed at 72- hours post-transduction.S1E. Representative image showing intersection of UL12/12.5 (BWp12) and FLAG (UL12.5) overlap. Dataset for histogram showing the overlap of signal intensity distribution across intersection for anti-UL12/12.5 - BWp12 (Green) and anti-FLAG antibody (Red).
DOI: 10.6084/m9.figshare.5016242
title: ACTwatch Outlet Survey Files: Nigeria 2009

description: ACTwatch Nigeria 2009 files This collection contains the questionnaire, codebook, reference document and dataset (in Stata .dta format) for the Nigeria 2009 ACTwatch outlet survey. Started in 2008, ACTwatch was intended to fill evidence gaps related to malaria diagnostics, antimalarial medicines and fever case management in the private and public sectors. ACTwatch collected data to inform evidence-based malaria control policies and programmes. ACTwatch was a PSI research project in partnership with LSHTM. ACTwatch measured nationally representative surveys to all public and private health outlets within selected regions, across a total of 12 countries in sub-Saharan Africa and the Greater Mekong Sub-region and multiple years. Outlet Surveys monitored trends in the availability, volumes, and prices of antimalarials in the public and private sectors, which included the informal sector. All outlet types with the potential to sell antimalarials were included, from hospitals to private pharmacies to street hawkers. The collection and processing of these data provided sound evidence for country-specific policy recommendations. The use of standardized indicators allowed for broad trends to be identified and global policy recommendations to be implemented into policy and action. A guidance document containing comprehensive information on the ACTwatch project, design, questionnaires and data can be found by clicking on the first reference link below. All potential data users are encouraged to review this document before analyzing any ACTwatch data.
DOI: 10.6084/m9.figshare.7961120.v2
title: Reconstructed global monthly land air-temperature dataset (1880-2017)

description: <pre>[List.dat] This file stored all station with valid location information, consist of: id used in GHCN4 (column 1), code used only for pure numerical id (column 2), longitude (column 3), latitude (column 4), and elevation (column 5).</pre><pre>[Raw_GHCN4_Data.DAT] This file is all data we used for the reconstruction. It has 14 columns. The first column is station code that is consistent with List.dat, the second column is year, and columns 3-14 are data in 12 months. The data are presenting at 0.01C. Missing values are flagged as -9999.</pre><pre>[Reconstructed_GHCN4_Data.DAT] This file consists of all reconstructed data. It has exactly same data structure with Raw_GHCN4_Data.DAT.</pre><pre>Using this dataset you should cite the follow paper:</pre><pre>Wang, Kang and Clow, Gary D. (2019). Reconstructed global monthly land air-temperature dataset (1880–2017). Geoscience Data Journal. DOI: https://doi.org/10.1002/gdj3.84</pre>
DOI: 10.17632/gjw57h2spf
title: Data for: Measurement and Monte Carlo simulation of steel and copper activation at the CHARM and CSBF facilities at CERN

description: Activation experiments in selected materials commonly used in particle accelerator elements and high-energy physics detector components were conducted at the CERN High-energy AcceleRator Mixed-field (CHARM) facility. Emphasis was placed on materials that are particularly challenging in terms of activation, such as copper and steel alloys, and on medium- to long-lived radionuclides produced within them (e.g., Mn-54, Co-57, Co-58, and Co-60) that often play a crucial role in determining the radiological procedures to be applied to components of these materials. Dedicated simulations with the FLUKA Monte Carlo code (Ahdida et al., 2022; Battistoni et al., 2015) were performed, and comparisons with experimental data showed a satisfactory agreement. The description of the experiments, the analysis of the measurements and the comparison with FLUKA simulations are presented in the related publication: https://doi.org/10.1016/j.radphyschem.2025.112879
DOI: 10.6084/m9.figshare.14456559.v6
title: tested_images in tne real-time measurement test

description: The up-sampled images in the real-time measurement test.
DOI: 10.6084/m9.figshare.16897048.v2
title: NDVI observations from a UAV platform for a winter wheat field near Sun River, Montana

description: NDVI observations from a UAV platform for a winter wheat field near Sun River, Montana as described in https://eartharxiv.org/repository/view/2670/
DOI: 10.6084/m9.figshare.23982834.v1
title: Agritrap project : Enhancing Buprestidae monitoring in Europe

description: Supplements and detailed analysis of a paper submitted to Plos One :<br>Enhancing Buprestidae monitoring in Europe: trap catches increase with a fluorescent yellow colour but not with the presence of decoys.<br>Kuhn A*, San Martin G*, Hasbroucq S, Beliën T, Bonte J, Bouget C, Hautier L, Sweeney J, Grégoire JC<br>More details on the data structure and experimental design are provided in the pdf report.Abstract of the paper :This study investigated the efficacy of various traps differing in colour (green or yellow), presence or absence of decoys (dead <i>Agrilus planipennis</i>) or design (commercial MULTz or multifunnel traps, and homemade <i>bottle- </i>or <i>fan-traps</i>) for monitoring European Buprestidae in deciduous forests and pear orchards. Over two years, we collected 2220 samples on a two-week basis from 382 traps across 46 sites in Belgium and France. None of the traps proved effective for monitoring <i>Agrilus sinuatus</i> in infested pear orchards (17 specimens captured in 2021, 0 in 2022). The decoys did not affect the catch rates whatever the trap model, colour, buprestid species or sex. The fluorescent yellow traps (MULTz and yellow <i>fan-traps</i>) tended to be more attractive than the green traps (green <i>fan-traps</i> and, to a lower extent, multifunnel green traps). Most <i>Agrilus </i>species showed similar patterns in mean trap catches, with the exception of <i>Agrilus biguttatus,</i> which had the largest catches in the green multifunnel traps. Finally, we observed a high variation in catch rates between localities: the site explained 64% of the catches variance, while the tree within the site and the type of trap explained only 6-8.5% each. In many sites, we captured very few specimens, despite the abundance of dying mature trees favourable to the development of Buprestidae. For the early detection of non-native Buprestidae, it therefore seems essential to maximise the number of monitoring sites. Due to their cost-effectiveness, lightweight design, and modularity, <i>fan-traps</i> emerged as promising tools for buprestid monitoring. The study's findings extend beyond European fauna, as a preliminary trial in Canada suggested that yellow <i>fan-traps</i> could also improve captures of non-European buprestid species and catch species of interest such as <i>Agrilus bilineatus</i> (a species on the EPPO A2 list of pests/pathogens recommended for regulation in the EU).
DOI: 10.17632/cbm6xfvxwd
title: Contract farming and livelihoods

description: This data and dofile are linked to the regression analyses presented in the paper "Contract farming, contract design, and smallholder livelihoods" by Anette Ruml, Catherine Ragasa, and Matin Qaim.