cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.y2cc6g
title: Occurrence Download

description: A dataset containing 4693 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 Mimas tiliae Linnaeus, 1758"
 ]
}

 The dataset includes 4693 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009596-250426092105405/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.19126682.v1
title: Supplements.rar

description: <b>Confidence_of_BL.tif</b> - Raster file contains confidence map of black locust in SWF; <b>Danubian_lowland.shp</b> - Dataset contains border of study area; <b>Distribution_of_BL.tif</b> – Raster file contains the distribution map of black locust from multitemporal classification model; <b>Proportion_of_BL_1km.tif</b> – Raster file contains RGB composition of proportion of black locust in 1*1 km window, red band represnest black locust in SWF, blue band SWF without black locust, green band SWF with black locust; <b>Proportion_of_BL_in_SWF.shp</b> – Dataset of black locust proportion in SWF, the attribute table contains fields like ID represents ID of polygon; field Area_m2 represents area in square meters of black locust; field AG_pro represents percentual proportion of black locust in polygon of SWF; <b>Reference_data.shp</b> – Reference dataset, the attribute table contains fields like Class where is information about stands affect with or without black locust; field Trieda represent the same infomation but in integer format: 1 – stands are not affected with black locust and 2 – affected stands with black locust; field Area represent size of polygon in square meters; field Perim represent perimeter of polygons in square meters; field ShapIndex represents Shape Index <br>
DOI: 10.6084/m9.figshare.27020479.v1
title: DFT Results with analysis scripts

description: Files contain the DFT results.
DOI: 10.6084/m9.figshare.11317070.v1
title: Supplementary Material for: Additive Value of Transrectal Systematic Ventral Biopsies in Combination with Magnet Resonance Imaging/Ultrasound Fusion-Guided Biopsy in Patients with 3 or More Negative Prostate Biopsies

description: <b><i>Introduction:</i></b> Patients with consistent suspicion for prostate cancer (PCa) and multiple negative prebiopsies prior to multiparametric magnetic resonance imaging (mpMRI) are still frequently evaluated for an image-guided biopsy and are reported with heterogeneous detection rates. The inclusion of a systematic biopsy (SB) is also still recommended with predominant sampling within the posterior/peripheral zone of the prostate. The aim of this study was (I) to evaluate PCa detection rates using a modified 10 core SB template including anterior biopsies in combination with mpMRI/ultrasound fusion-guided targeted biopsy (TB) in patients with 3 or more negative prebiopsies and (II) to compare mpMRI index lesion localization with histologically confirmed locali­zation from associated prostatectomy samples. <b><i>Methods:</i></b> Overall 1,337 consecutive patients underwent sensor-based registration TB of the prostate and a subsequent 10-core SB between January 2012 and December 2015 at our institution. For this study, 101 patients with ≥3 negative prebiopsies and prostate imaging – reporting data system lesions ≥3 were pooled prospectively and underwent TB and a modified SB including 2 ventral (anterior) biopsies. Detection rates were estimated for the modified SB, TB, and its combination. A subgroup analysis of 35 patients undergoing prostatectomy was performed by a head-to-head comparison of mpMRI index lesion and histologically confirmed PCa index lesion localization. <b><i>Results:</i></b> The overall detection rate for PCa was 54.5%. The combination of TB and SB detected 14 (25.4%) more cases missed by TB alone (<i>p</i> &lt; 0.001) and 7 (12.7%) more cases missed by SB alone (<i>p</i> = 0.016), respectively. A postoperative Gleason upgrade was seen in 12/35 (34.3%) cases within the TB group and in 14/35 (40.0%) in the SB group, respectively. The subgroup analysis showed a predominant location of PCa index lesions anteriorly at the level of the midgland. The MRI detection rate of the anteriorly located index lesions was 70.4% (15/21 cases) with a clinically significant Gleason score (≥3 + 4 = 7a [International Society of Urological Pathology grade 2]) in 80.9%. Interestingly a modified SB template detected 90.5% (19/21) of the anteriorly located index lesions. <b><i>Conclusion:</i></b> Our data suggest that in patients with multiple prebiopsies PCa seems to be predominantly located anteriorly. We suggest the general integration of anterior biopsies despite TB in repeat biopsy patients.
DOI: 10.6084/m9.figshare.15177876.v3
title: An Adaptive Sampling Strategy for Online Monitoring and Diagnosis of High-Dimensional Streaming Data

description: Statistical process control techniques have been widely used for online process monitoring and diagnosis of streaming data in various applications, including manufacturing, healthcare, and environmental engineering. In some applications, the sensing system that collects online data can only provide partial information from the process due to resource constraints. In such cases, an adaptive sampling strategy is needed to decide where to collect data while maximizing the change detection capability. This article proposes an adaptive sampling strategy for online monitoring and diagnosis with partially observed data. The proposed methodology integrates two novel ideas (i) the recursive projection of the high-dimensional streaming data onto a low-dimensional subspace to capture the spatio-temporal structure of the data while performing missing data imputation; and (ii) the development of an adaptive sampling scheme, balancing exploration and exploitation, to decide where to collect data at each acquisition time. Through simulations and two case studies, the proposed framework’s performance is evaluated and compared with benchmark methods.
DOI: 10.6084/m9.figshare.11676417.v1
title: Data used for Figure 1 of "Science Societies, Publication & Open Access Mandates " Published in the ASLO Bulletin (August 2020)

description: Data derived from public sources to estimate partitioning of gross revenues collected by 30 scientific societies.
DOI: 10.4121/19786900.v1
title: MECAnalysisTool: A method to analyze consumer data

description: This Excel based tool was developed to analyze means-end chain data. The tool consists of a user manual, a data input file to correctly organise your MEC data, a calculator file to analyse your data, and instructional videos. The purpose of this tool is to aggregate laddering data into hierarchical value maps showing means-end chains. The summarized results consist of (1) a summary overview, (2) a matrix, and (3) output for copy/pasting into NodeXL to generate hierarchal value maps (HVMs). To use this tool, you must have collected data via laddering interviews. Ladders are codes linked together consisting of attributes, consequences and values (ACVs).
DOI: 10.23645/epacomptox.6253664.v4
title: Archived Distributed Structure-Searchable Toxicity (DSSTox) Data, Description

description: Description: The most updated EPA DSSTox data files are available https://doi.org/10.23645/epacomptox.5588566 . EPA’s Distributed Structure-Searchable Toxicity (DSSTox) database contains curated chemical substances mapped to data including chemical identifiers (i.e., chemical synonyms, systematic names, CAS Registry Numbers and others) and, where appropriate, chemical structure representations. The goal for DSSTox is to accurately represent chemical substances, their structures and identifiers, as well as relevant chemical lists which are important to the environmental research and regulatory community.Science Inventory, CCTE products: https://cfpub.epa.gov/si/si_public_search_results.cfm?advSearch=true&showCriteria=2&keyword=CCTE&TIMSType=&TIMSSubTypeID=&epaNumber=&ombCat=Any&dateBeginPublishedPresented=07/01/2017&dateEndPublishedPresented=&dateBeginUpdated=&dateEndUpdated=&DEID=&personName=&personID=&role=Any&journalName=&journalID=&publisherName=&publisherID=&sortBy=pubDate&count=25
DOI: 10.6084/m9.figshare.13625138.v2
title: Qian et al, ACS Energy Lett. 2021 - EXAFS Data

description: <strong>Understanding the mesoscale degradation in nickel-rich cathode materials through machine-learning-revealed strain-redox decoupling</strong><strong></strong>The degradation of nickel-rich cathode materials for lithium-ion batteries upon prolonged electrochemical cycling features a complicated interplay among electronic structure, lattice configuration, and micro morphology. The underlying mechanism for such an entanglement of different material properties at nano- to meso- scales is fundamental to the battery performance but not well-understood yet. Here we investigate the correlation between the local redox reaction and lattice mismatch through a nano-resolution synchrotron spectro-microscopy study of LiNi0.8Co0.1Mn0.1O2 (NCM 811) cathode particles. With assistance from a machine-learning-based data classification method, we identify local regions that demonstrate a strain-redox decoupling effect, which can be attributed to different side reactions. Our result highlights the mesoscale reaction heterogeneity in the battery cathode and suggests that the particle structure engineering could be a viable approach to mitigate the chemomechanical degradation of cathode materials.
DOI: 10.6084/m9.figshare.14695326.v1
title: Suppplementary file 2. Data file.dta

description: We used the standard and validated Pittsburgh Sleep Quality Index (PSQI), which was developed by researchers at the University of Pittsburgh in 1988 AD. The questionnaire included baseline variables like age, sex, academic year, and questions addressing participants’ sleep habits and quality i.e. PSQI. The PSQI assesses the sleep quality during the previous month and contains 19 self-rated questions that yield seven components: subjective sleep quality sleep, latency, sleep duration, sleep efficiency and sleep disturbance, and daytime dysfunction. Each component is to be assigned a scored that ranges from zero to three, yielding a PSQI score in a range that goes from 0 to 21. A total score of 0 to 4 is considered as normal sleep quality; whereas, scores greater than 4 are categorized as poor sleep quality.Data collected from students through the Google forms were extracted to Google sheets, cleaned in Excel, and then imported and analyzed using STATA 15. Simple descriptive analysis was performed to see the response for every PSQI variable. Then calculation performed following PSQI form administration instructions.
DOI: 10.6084/m9.figshare.812602.v1
title: Responses to Stimulus 2

description: Matlab data file gathering continuous measures of emotion, subjective and physiological, to repeated listenings of stimulus 2,Bizness,Tune-Yards, in the solo response project.<br>Please refere to Readme.txt for more details, and http://soloresponseproject.com/ for related research.
DOI: 10.6084/m9.figshare.20409858.v3
title: Altered basal ganglia output during self-restraint

description: This is the data that was used for a paper titled 'Altered basal ganglia output during self-restraint.' Format and organization is written in the ReadMe.txt file.
DOI: 10.6084/m9.figshare.6807470.v1
title: Data from: Movement behaviour of the monito del monte (Dromiciops gliroides): new insights into the ecology of a unique marsupial

description: Original dataset from:<br>Franco, L.M., F.E. Fontúrbel, G. Guevara & M Soto-Gamboa. 2019. Movement behaviour of the monito del monte (Dromiciops gliroides): new insights into the ecology of a unique marsupial. Revista Chilena de Historia Natural (2019).<br>
DOI: 10.6084/m9.figshare.25334401.v1
title: Checkpoints for SegFormer

description: Checkpoints for SegFormer
DOI: 10.6084/m9.figshare.12170358.v1
title: EC.TSNE.Robj

description: single-cell RNA-seq data of endothelial cells from Tabula Muris dataset
DOI: 10.6084/m9.figshare.21579729.v1
title: RNA22 and TargetScan predictions, negative controls

description: Custom RNA22 and TargetScan predictions for 139 5'-isomiR, which are highly expressed in breast cancer. The dataset also includes negative controls for isomiRs.
DOI: 10.6084/m9.figshare.25810456.v1
title: Chicory and Chicoric acid Effect on Enteritis in Juvenile Osriches

description: Effect of chicory or chicoric acid on growth performance and enteritis in juvenile ostriches
DOI: 10.6084/m9.figshare.24162999.v1
title: Individual Level Social Media Comments and Profile Data

description: We scraped comments and commenters' profiles data from Instagram and Youtube campaigns.
DOI: 10.6084/m9.figshare.27211479.v4
title: Supplementary Information for "Metallogeny of subcontinental lithospheric mantle driven by sulfide-saturated pyroxenite-forming melts: evidence from the Balmuccia peridotite massif"

description: This repository contains the supplementary materials for the manuscript entitled: "Metallogeny of subcontinental lithospheric mantle driven by sulfide-saturated pyroxenite-forming melts: evidence from the Balmuccia peridotite massif". This repository includes supplementary figures and research datasets which constitute supplements and extensions of the results included in the manuscript related to the sulfide and chalcophile distribution in the pyroxenitic dykes hosted by the Balmuccia peridotite massif (NW Italy).Datasets are contained with:<b>Table S1</b> Nomenclature of the samples collected from the ultramafic veins and peridotites from Balmuccia massif with the corresponding thin section and whole rock analyses number used in this study.<b>Table S2</b> Petrological characteristics of investigated sulfides in the ultramafic veins and peridotites of the Balmuccia massif.<b>Table S3 </b>Whole-rock geochemistry of the investigated samples.<b>Table S4 </b>Correlation matrix for the whole rock content of major and trace element results for ultramafic veins and peridotites of Balmuccia massif.<b>Table S5</b> Summary table of whole rock S speciation and isotopic composition of ultramafic veins and peridotites from the Balmuccia massif.<b>Table S6</b> Average major element contents (wt%) and elemental molar ratios of pentlandites (Pn), chalcopyrites (Ccp), pyrrhotite (Po), cubanite (Cb), and bornite (Bn) from the Balmuccia mantle peridotites and pyroxenites as determined by applying the electron microprobe.<b>Table S7</b> Summary table of in-situ SHRIMP/Ile S isotopic composition of sulfide grains separated from the ultramafic veins and peridotite of the Balmuccia massif.<b>Table S8</b> Summary table of the in-situ Fe isotope measurements for different sulfide phases hosted by ultramafic veins and peridotites of the Balmuccia massif.This repository also contains raw data collected during electron microprobe measurements (EPMA).In addittion to above listed files, this repository contains all figures and tables attached to the submission as open-source files.
DOI: 10.6084/m9.figshare.7834478.v3
title: Online Supplement 1 - Problem Instances (9x6 - 3x2)

description: Online Supplement 1 - Problem Instances (9x6 - 3x2)<br>
DOI: 10.6084/m9.figshare.25435432.v2
title: Fertilizer application rate maps per crop and year

description: This folder contains 5-arcmin resolution maps for the application rate of each fertilizer (N,P2O5,K2O) on cropland and each of the 13 major crop groups resulting from our study "Global Crop-Specific Fertilization Dataset from 1961–2019".Please cite the associated paper when using the data source.
DOI: 10.6084/m9.figshare.27015661.v1
title: CLASSnmat v2

description: This is an update of the CLASSnmat dataset described in Cornes et al. (2020).Climate Linked Atlantic Sector Science (CLASS)nmat is a global dataset of monthly mean night marine air temperature (NMAT) that is produced on a 5° latitude by 5° longitude regular grid. The dataset begins in 1880 and in contrast to the version on BADC (see link below), this dataset is updated on a more frequent basis.The main different with v1 is that the height uncertainty is estimated via a 200-member ensemble of gridded temperature realizations. This and further changes are described in the attached readme file.
DOI: 10.6084/m9.figshare.28466120
title: Phylogenomic studies and molecular markers clarifying the evolutionary relationships and classification of Pseudalkalibacillus species: proposal for the family Guptibacillaceae fam. nov. harbouring the genera Guptibacillus gen. nov. and Exobacillus gen. nov.

description: Supplementary Material for ‘Phylogenomic studies and molecular markers clarifying the evolutionary relationships and classification of Pseudalkalibacillus species: proposal for the family Guptibacillaceae fam. nov. harbouring the genera Guptibacillus gen. nov. and Exobacillus gen. nov. ’, as described in International Journal of Systematic and Evolutionary Microbiology
DOI: 10.6084/m9.figshare.23542224.v1
title: ROISignals_HC

description: dynamic resting-state fMRI dataset for healthy participants
DOI: 10.6084/m9.figshare.28692731.v4
title: Romantic Trust in Business Solicitation: Civil Litigation Profile of Zacharia Ali (2012–2024)

description: <br>This dossier examines publicly available civil court records involving Zacharia Ali, a business figure linked to multiple entities, with a particular focus on the intersection of personal relationships and business solicitation. Drawing from complaints filed across multiple jurisdictions between 2012 and 2024, the research outlines recurring patterns of entity formation, litigation avoidance, and difficulties in enforcing civil judgments. Recent cases suggest a broader behavioral pattern in which romantic trust may be leveraged in the context of business solicitation. This dossier does not allege criminal wrongdoing and draws solely from verified civil litigation records and publicly accessible documents. It is intended as a resource for due diligence, institutional review, and public interest analysis.<br><br>
DOI: 10.6084/m9.figshare.23910108.v1
title: FileS1_surface_mesh_CT.stl

description: 3D-surface mesh of peri- and intrapancreatic vascular network imaged by computed tomography
DOI: 10.15468/dl.8f25pp
title: Occurrence Download

description: A dataset containing 197 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((38.75254 22.99861,38.94359 22.81136,39.04446 22.85503,38.89315 23.04221,38.75254 22.99861))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 197 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009598-250426092105405/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.17090891.v1
title: Supplementary Material for: Sex Differences in the Association between Different Obesity Parameters and Cognitive Function in Older Adults: A Cross-Sectional Study in Rural China

description: <b><i>Background:</i></b> Early identification of risk factors for cognition decline may contribute to the interventions for Alzheimer’s disease. Obesity is a common modifiable risk factor for chronic diseases. The association between obesity and cognition in older adults is limited, and sex differences in this area have not been well recognized. <b><i>Objective:</i></b> The aim of the study was to observe the sex differences in the relationship between obesity and cognition in a rural community-dwelling older population of Guizhou, China. <b><i>Methods:</i></b> Data were gathered from the baseline survey of a cohort study of older people in rural areas of Guizhou, China. Demographic and behavioral data (sex, age, education, household income, smoking history, drinking history, history of head injury, diet, and level of physical exercise time) were collected. The Mini-Mental State Examination (MMSE) was used to assess cognitive function. Body mass index (BMI), waist circumference (WC), hip circumference (HC), and waist-to-hip ratio (WHR) were used as different measures of obesity. Comparisons between the groups were made by the Wilcoxon rank-sum test or Kruskal-Wallis H test. Restricted cubic spline regression was used to examine a dose-response relationship between obesity indicators and cognitive function. Linear relationships were performed by the multivariable linear regression model. <b><i>Results:</i></b> A total of 1,654 participants including 964 women and 690 men were enrolled in this study. After adjustment, BMI showed a nonlinear relationship with MMSE scores in women. There was a significant trend toward increasing MMSE scores at the low end of BMI (13.52–20.10 kg/m<sup>2</sup>, <i>p</i> = 0.014). The multivariable linear regression model showed that MMSE increased by 0.631 (<i>p</i> &lt; 0.001) for every one standard deviation increase in HC in women. No association was found between obesity parameters and cognitive function in men. <b><i>Conclusion:</i></b> Our results suggest that there are significant sex differences in some obesity parameters and cognition in an older Chinese population. BMI and HC are positively associated with cognitive function in women. No association was found between obesity measures and cognitive function in men.
DOI: 10.4121/19801633.v1
title: Tornado database in China mainland from 2003 to 2019

description: According to the textual information provided by the Yearbook of Meteorological Disasters in China from 2003 to 2019 and other public media report data, tornadoes occurring in China mainland from 2003 to 2019 were collected in this dataset, which includes tornado occurrence time, geographical location in terms of longitude and latitude, geographical locations and damage descriptions of tornadoes from the Yearbook of Meteorological Disasters in China and intensities of tornadoes in terms of EF scale. The temporal extent of tornadoes in the dataset is from the period of 2003 to 2019. The spatial extent of tornadoes in the dataset is China mainland. The database help to get a more detailed insight into tornado climatology and provides a forward step towards the rational assessment of tornado-induced disasters in China mainland. <br>
DOI: 10.6084/m9.figshare.28714406.v1
title: Power Calculations.xlsx

description: This is the Power calculations used for my thesis, The following calculations gave the Cohan's D (effect size) as well as participants required to achieve a statistical power of 80% for my data analysis.
DOI: 10.6084/m9.figshare.11462421.v1
title: Lianas in subtropical montane forests (Tucuman, Argentina).xlsx

description: Community ecology data of lianas in secondary and mature forests, dominated by native tree species, from Northwestern Argentina. Addittionally, the dataset includes information on lianas in secondary forests invaded by the exotic tree species Ligustrum lucidum and Morus alba.<br>