cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25532728.v1
title: Data and code for "Translating street view imagery to correct perspectives to enhance bikeability and walkability studies"

description: Street view imagery (SVI), crucial for evaluating active transportation infrastructure, faces potential biases from its vehicle-based capture method, diverging from pedestrians' and cyclists' perspectives. Existing literature lacks both an examination of these biases and a solution. This study identifies and quantifies these biases by comparing conventional SVI to views from the road shoulder/sidewalk. To mitigate such perspective biases, we introduce a novel framework with Generative Adversarial Networks (GAN)-based image generation models (Pix2Pix and CycleGAN), an image regression model (ResNet-50), and a tabular model (LightGBM). Conducting a case study in Singapore, the research assessed model effectiveness in translating car-centric views to those from pedestrian and cyclist perspectives. Results show significant differences in semantic indicators (e.g., green view index) between road center SVI and road shoulder/sidewalk SVI, with low Pearson's correlation coefficients $r$ (0.35-0.55 for road shoulders and 0.45-0.47 for sidewalks) indicating bias. The framework succeeded in creating realistic images and aligning pixel ratios between perspectives, achieving high correlation coefficients (0.81 for road shoulders and 0.83 for sidewalks), thus reducing bias. This work fills a gap by providing a scalable, model-agnostic approach for producing accurate SVIs for urban planning and sustainability, setting a foundation for improving bikeability and walkability assessments and promoting active transportation.
DOI: 10.6084/m9.figshare.2058060.v2
title: Metagenomic analysis exploring taxonomic and functional diversity of soil microbial communities in Chilean vineyards and surrounding native forests

description: These files contain the of microbial OTUs found in forest and vineyards soils from central Chile linked to the manuscript "Metagenomic analysis exploring taxonomic and functional diversity of soil microbial communities in Chilean vineyards and surrounding native forests" authored by Luis E. Castañeda and Olga Barbosa.
DOI: 10.17632/th7bfgfc6m
title: Human Skin Microbiome Data (16S rRNA sequencing)

description: 16S rRNA sequencing data on human skin microbiome samples collected before and after swimming in the ocean. This dataset contains raw sequencing data contained in fasta and qual files produced from an Ion Torrent PGM sequencer. There were 2 sampling occurrences (041218 and 092718) and each occurrence has an associated fasta and qual file. This dataset contains the 041218 sampling data only due to storage restrictions. The other dataset is published separately. Our research has shown that the human skin microbiome is altered after swimming in the ocean. Normal commensals were washed off and simultaneously, exogenous bacteria were deposited on the skin. QIIME was used for initial analysis and indicated that the abundance and diversity of microbial communities on the skin increased after swimming and these changes persisted for more than 24 hours. Downstream analysis using PICRUSt to predict functional metagenomics indicated that there was an increase in antibiotic resistance genes, antibiotic biosynthesis genes, and virulence factor genes on the skin after ocean water exposure.
DOI: 10.6084/m9.figshare.22499557.v1
title: Hadler 2023 SMR_Effect of openended probes_Analysis.sps

description: Supplementary data to "The effects of open-ended probes on closed survey questions in web surveys" by Patricia Hadler, to be published in Sociological Methods & Research. The supplementary data contains the SPSS dataset (.sav) and the syntax for all analyses presented in the results section for replication purposes. The original open-ended answers to the probing questions are not included for reasons of anonymity.
DOI: 10.17632/x7z48dvtbp
title: Data on the Human versus Artificial Intelligence Process Management Experiment

description: This is the supplementary material of a Data in Brief paper entitled "Data on the Human versus Artificial Intelligence Process Management Experiment". Data description is included in the Data in Brief paper.
DOI: 10.17632/nxmvzs3byt
title: Data for: Production of quercetin-proline cocrystals by means of supercritical CO2 antisolvent

description: This dataset includes the SEM images and particle size measurements of quercetin/proline cocrystals obtained by ImageJ software.
DOI: 10.5517/ccdc.csd.cc2bp3dk
title: CCDC 2165238: Experimental Crystal Structure Determination

description: Related Article: Yufeng Sun, Bingcheng Wang, Cheng Wang, Jiajing Li, Jieping Chen, Xin Hong, Zhan Lu|2024|Sci.China.Chem.|68|2491|doi:10.1007/s11426-024-2362-4
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.8212982.v1
title: KAP of Traditional medical practitioners ASD in Mali .xlsx

description: Database KAP on autism in Mali
DOI: 10.17632/spsvvvpjfk
title: Data for: Variability in Chert Raw Material Procurement and Use during the Upper Palaeolithic and Early Neolithic of the Southern Levant: A Regional Perspective from the Greater Petra Area.

description: Supplementary Material for H. Parow-Souchon & Ch. Purschwitz, Variability in Chert Raw Material Procurement and Use during the Upper Palaeolithic and Early Neolithic of the Southern Levant: A Regional Perspective from the Greater Petra Area. S1: Flint Types S2: Survey Areas and Sample Spots S3: Least Cost Models S4: Multivariate Statistics
DOI: 10.6084/m9.figshare.28356242.v1
title: CHM for anxiety disorders - Data spreadsheet

description: This is the dataset of the meta-analysis on Chinese herbal medicine for anxiety disorders
DOI: 10.17632/sxbmk6c2t3
title: Python code and data examples for SMatStack

description: This data set includes Python code, synthetic data, and observed data for an earthquake on the Chain transform fault. A Jupyter notebook is also provided with examples showing how to run the code.
DOI: 10.6084/m9.figshare.16847671.v1
title: Table S2 Full count data.xlsx

description: Supplementary Table 1, containing information on all counts of microfilariae or L3's collected as part of the associated manuscript. Full details on data generation are available in the related manuscript.
DOI: 10.6084/m9.figshare.16922665.v2
title: Genome data of Cryptocaryon irritans

description: we produced a draft genome of <i>C. irritans</i> using Oxford Nanopore Technologies (ONT). The genome was assembled into 2,384 contigs with a total length of 45.61 Mb and a contig N50 length of 21.24 Kb. Moreover, a total of 8,729 protein-coding genes and 490 ncRNAs were annotated in the reference genome.
DOI: 10.6084/m9.figshare.5932831.v2
title: Intergenerational Performance Ecology: A Practice-based Approach

description: One of these videos is the performance trailer for Wild Life, and two of these videos are edited extracts from the creative process of making Wild Life. They are data in support of the article 'Intergenerational Performance Ecology: A Practice-based Approach'<br>
DOI: 10.6084/m9.figshare.20342859.v2
title: Sedimentary coastal cliff erosion in Greenland

description: This is the data for the paper '<strong>Sedimentary coastal cliff erosion in Greenland</strong>' published at JGR Earth Surface.
DOI: 10.6084/m9.figshare.24646302.v2
title: Data and code from "Testing the reliability of a large language model to extract ecological information from the scientific literature"

description: <b>Note the LLM used in these scripts will be discontinued in July 2024. For updated versions of the scripts wrapped into an R package see https://github.com/agougher/geminus/</b><br>datForReview - contains abstracts analyzed by LLMpalmExtract-forSubmission - R code for interacting with LLM
DOI: 10.6084/m9.figshare.7701068.v1
title: Supplementary Table 1 from A matter of background: DNA repair pathways as a possible cause for the sparse distribution of CRISPR–Cas systems in bacteria

description: Supplementary Table 1
DOI: 10.6084/m9.figshare.13031708.v1
title: Genbank annotation

description: genbank annotation of D. celebica scaffolds from two assembler, Canu and SMARTdenovo
DOI: 10.6084/m9.figshare.5122963.v1
title: Supplementary Material for: Neuroanatomical Correlates of Cognitive Performance in Late Life

description: <i>Background/Aim:</i> While a number of studies examined the neuroanatomical correlates of cognitive function in older adults, the results have been inconsistent. Examination of a large epidemiologically acquired sample with high-resolution magnetic resonance imaging has the potential to enhance the evidence in this field. <i>Methods:</i> The participants were 326 non-demented elderly adults undergoing a battery of neuropsychological tests and brain magnetic resonance imaging scans. Regression analyses were performed to examine the correlation between voxel-based grey matter (GM) volume and four cognitive domain scores. <i>Results:</i> Positive correlations were observed between specific GM volumes and cognitive domains, i.e. bilateral temporal lobes and hippocampi with language; bilateral temporal, parietal, and occipital lobes with processing speed; and bilateral frontal, temporal, parietal, and occipital lobes with executive function. The positive correlation between verbal memory performance and GM volume in the bilateral medial temporal lobes was not significant after correction for age. <i>Conclusion:</i> Our findings suggest that the location of GM correlates of cognitive tests is largely consistent with the conventional understanding of the neuroanatomical basis of cognition. However, the lack of hemispheric predominance in these GM correlates, and the extensively positive correlation between GM volume and cognitive performance, perhaps reflects the characteristics of the ageing brain.
DOI: 10.17632/k7jjrs4wnk
title: Mbeya city CSEE 2022 Single sex schools

description: CSEE 2022 results of only single sex schools in Mbeya city compared to the best six coeducation schools.
DOI: 10.6084/m9.figshare.23549451.v1
title: Files from data paper: Camera trap surveys of Atlantic Forest mammals: a dataset for analyses considering imperfect detection (2004-2020)

description: <b>Dataset_Cameratrap</b><br><b>Dataset identity:</b>Compilation of camera trap mammal surveys in the Atlantic Forest biome, Brazil<br><b>Title:</b>Camera trap surveys of Atlantic Forest mammals: a dataset for analyses considering imperfect detection (2004-2020)<b>Principal investigator(s):</b>Ingridi Camboim Franceschi, Rubem Augusto da Paixão Dornas, Isabel Salgueiro Lermen, Artur Vicente Pfeifer Coelho, Andreas Kindel, Igor Pfeifer Coelho<br><b>Dataset files:</b><b>(1) DATASET_CAMTRAP_SURVEYS_ATLANTICFOREST.csv:</b>5,380 camera trap surveys; 3,046 camera locations; 5381 rows; 15 columns; 689 KB<br><b>(2) DATASET_CAMTRAP_RECORDS_ATLANTICFOREST.csv:</b>43,068 records; 59 species; 43,069 rows; 8 columns; 2,93MB<br><b>(3) TEMPLATE_AUTHORNAME_DATA.csv:</b>19,92 KB<br><b>(4) Folder: DATASET_CAMTRAP_LOCATION_PHOTOS_ATLANTICFOREST:</b>4,521 pictures; 6,28 GB
DOI: 10.6084/m9.figshare.28183439.v1
title: Experimental measurements of CO<sub>2</sub>, microbial biomass and heat release during cellulose degradation in 8 arable soils.

description: The dataset is supplement to the article "Coupling energy balance and carbon flux during cellulose degradation in arable soils" published in Soil Biology and Biochemistry by Wirsching et al. in 2024.The experimental data include measurements of heat release via isothermal microcalorimetry, CO<sub>2</sub> release via gas chromatography and microbial biomass via chloroform fumigation extraction. <sup>13</sup>C was measured via mass spectrometry. All measurements were performed by Wirsching and colleagues at the University of Hohenheim.All further details are provided in the published article and its supporting material.
DOI: 10.17632/4rcsfbwfzp
title: Factors Affecting Continuance Intention of AIGC Product

description: Drawing from data collected from 423 survey samples, our study utilizes the partial least squares (PLS) method to investigate the key factors behind continuance intention. The findings reveal that positive expectancy violation plays a pivotal mediating role between AIGC product attraction (task, affective, and physical attraction) and continuance intention. All three aspects of AIGC product attraction significantly contribute to positive expectancy violation. Notably, task attraction exerts the strongest influence, followed by affective attraction and physical attraction. Moreover, high personal innovativeness enhances the positive impact of affective attraction on positive expectancy violation while diminishing the positive effect of task attraction. 
The variables and their corresponding abbreviations are as follows:
Task Attraction (TA)
Affective Attraction (AA)
Physical Attraction (PA)
Personal Innovativeness (PI)
Positive Expectancy Violation (PEV)
Continuance Intention (CI)
DOI: 10.15468/dl.gqayfe
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagamichthys schnakenbecki (Krefft, 1953)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((17.9648 28.8496,8.9648 28.8496,8.9648 19.8496,17.9648 19.8496,17.9648 28.8496))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013238-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.14292043.v1
title: Man, road and vehicle: risk factors associated with the severity of traffic accidents

description: OBJECTIVE : To describe the main characteristics of victims, roads and vehicles involved in traffic accidents and the risk factors involved in accidents resulting in death. METHODS A non-concurrent cohort study of traffic accidents in Fortaleza, CE, Northeastern Brazil, in the period from January 2004 to December 2008. Data from the Fortaleza Traffic Accidents Information System, the Mortality Information System, the Hospital Information System and the State Traffic Department Driving Licenses and Vehicle database. Deterministic and probabilistic relationship techniques were used to integrate the databases. First, descriptive analysis of data relating to people, roads, vehicles and weather was carried out. In the investigation of risk factors for death by traffic accident, generalized linear models were used. The fit of the model was verified by likelihood ratio and ROC analysis. RESULTS There were 118,830 accidents recorded in the period. The most common types of accidents were crashes/collisions (78.1%), running over pedestrians (11.9%), colliding with a fixed obstacle (3.9%), and with motorcycles (18.1%). Deaths occurred in 1.4% of accidents. The factors that were independently associated with death by traffic accident in the final model were bicycles (OR = 21.2, 95%CI 16.1;27.8), running over pedestrians OR = 5.9 (95%CI 3.7;9.2), collision with a fixed obstacle (OR = 5.7, 95%CI 3.1;10.5) and accidents involving motorcyclists (OR = 3.5, 95%CI 2.6;4.6). The main contributing factors were a single person being involved (OR = 6.6, 95%CI 4.1;10.73), presence of unskilled drivers (OR = 4.1, 95%CI 2.9;5.5) a single vehicle (OR = 3.9, 95%CI 2,3;6,4), male (OR = 2.5, 95%CI 1.9;3.3), traffic on roads under federal jurisdiction (OR = 2.4, 95%CI 1.8;3.7), early morning hours (OR = 2.4, 95%CI 1.8;3.0), and Sundays (OR = 1.7, 95%CI 1.3;2.2), adjusted according to the log-binomial model. CONCLUSIONS Activities promoting the prevention of traffic accidents should primarily focus on accidents involving two-wheeled vehicles that most often involves a single person, unskilled, male, at nighttime, on weekends and on roads where they travel at higher speeds.
DOI: 10.6084/m9.figshare.19329812.v1
title: SNP_Festuca_72_ALL_SNPs.rdata

description: SNP data related to the manuscript "First insight into the phylogeny of fine-leaved Festuca in the Altai Mountain Country based on genome-wide genotyping".
DOI: 10.6084/m9.figshare.26324779.v1
title: Database of results: <i>The use of artificial intelligence in government archives: a scoping review</i>

description: This paper presents a contextual analysis of the knowledge and development of Artificial Intelligence (AI) applied to data management in the field of public administrations. This analysis has been carried out by means of a systematic review, specifically a scoping review, of the existing literature. The results obtained from the analysis of 27 selected studies, together with a review of the theoretical framework, allowed us to identify key aspects to be taken into account in the current context. Finally, six relevant aspects related to the process and eight related to the content of the studies were identified. These elements allow us to understand the current state of the application and use of AI in public sector archives, as well as to guide the development of efficient solutions to address the main issues identified.
DOI: 10.6084/m9.figshare.2074603.v5
title: references of ANALYZING PULSE POSITION MODULATION TIME HOPPING UWB IN IEEE UWB CHANNEL

description: <b><br> ANALYZING PULSE POSITION MODULATION TIME HOPPING UWB IN IEEE UWB CHANNEL </b><b>References</b><b></b><b>1. M. Z. Win and R. A. Scholtz, “Ultra-wide bandwidth time-hopping spread-spectrum impulse radio for wireless multiple-access communication”. IEEE Transactions on Publication Date: Volume: 52, Issue: 10, Oct. 2004, pp. 1786- 1796.</b><b></b><b>2. Federal Communications Commission, “Revision of Part 15 of the commission’s rules regarding ultra-wideband transmission systems, FIRST REPORT AND ORDER,” ET Docket 98-153, FCC 02-48, pp. 1–118, February 14, 2002.</b><b></b><b>3. Hao Zhang, “Performance and Capacity of PAM and PPM UWB Time-Hopping Multiple Access Communications with Receive Diversity” Department of Electrical & Computer Engineering, University of Victoria, BC, Canada V8W 3P 6,2005.</b><b></b><b>4. Goyal, Vikas, and B. S. Dhaliwal. "INTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH TECHNOLOGY ULTRA WIDEBAND PULSE GENERATION USING MULTIPLE ACCESS MODULATION SCHEMES."</b><b></b><b>5. Goyal, Vikas. "PULSE GENERATION AND ANALYSIS OF ULTRA WIDE BAND SYSTEM MODEL." Computer Science & Telecommunication 2, no. 34: 3-6.</b><b></b><b>6. Goyal, Vikas, and B. S. Dhaliwal. "Optimal Pulse Generation for the improvement of ultra wideband system performance." Engineering and Computational Sciences (RAECS), 2014 Recent Advances in. IEEE, 2014.</b><b></b><b>7. J. R. Foerster (2005), “The effects of multipath interference on the performance of UWB systems in an indoor wireless channel,”in Proc. IEEE 53rd Vehicular Technology Conference(VTC ’05), Rhodes, Greece ,vol. 2, pp. 1176–1180.</b><b></b><b>8. J. G. Proakis, Digital Communications. New York: McGraw-Hill,5th ed., 2001.</b><b></b><b>9. T. Rappaport, “Wireless Communications Principles and Practice”, Pearson Education, 2nd ed., 2004.</b><b></b>
DOI: 10.17632/82fty5p7df
title: Advancing Prediction of Risk of Intraoperative Massive Blood Transfusion in Liver Transplantation With Machine Learning Models.

description: 1239 patients who underwent liver transplantation in three large hospitals in China from March 2014 to November 2021 were included and analyzed.
DOI: 10.6084/m9.figshare.23625327.v1
title: VCF file of 117 M. tuberculosis samples

description: This is the VCF of variants from the 117 M. tuberculosis samples that were used to construct the reference graph for M. tuberculosis in DrPRG
DOI: 10.6084/m9.figshare.26103583.v1
title: data for "Human-centered design and fabrication of a wearable multimodal visual assistance system"

description: dataset for "Human-centered design and fabrication of a wearable multimodal visual assistance system"
DOI: 10.17632/nbxvj5mcnd
title: Advances and setbacks in gender equality in rural women Data set for a systematic literature review.

description: We share the data set and the strategy for search in the WoS, Scopus and PubMed for gender equality in rural women. TITLE-ABS-KEY ( "rural women"  OR  "rural population*"  OR  "rural area"  OR  "rural"  OR  "urban rural difference"  OR  "rural workers"  OR  "internal migration"  OR  "rural areas" )  AND  TITLE-ABS-KEY ( ( {gender inequality}  OR  {gender equality}  OR  {employment equity}  OR  {gender wage gap}  OR  {female labor force participation}  OR  {female labour force participation}  OR  {women labor force participation}  OR  {women labour force participation}  OR  {womens' employment}  OR  {female employment}  OR  {women's unemployment}  OR  {female unemployment}  OR  ( access  AND  {family planning services} )  OR  {forced marriage}  OR  {child marriage}  OR  {forced marriages}  OR  {child marriages}  OR  {occupational segregation}  OR  {women's empowerment}  OR  {girls' empowerment}  OR  {female empowerment}  OR  {female genital mutilation}  OR  {female genital cutting}  OR  {domestic violence}  OR  {women AND violence}  OR  {girl* AND violence}  OR  {sexual violence}  OR  ( {unpaid work}  AND  {gender inequality} )  OR  ( {unpaid care work}  AND  {gender inequality} )  OR  {women's political participation}  OR  {female political participation}  OR  {female managers}  OR  {women in leadership}  OR  {female leadership}  OR  {intra-household allocation}  OR  ( access  AND  {reproductive healthcare} )  OR  {honour killing}  OR  {honor killing}  OR  {honour killings}  OR  {honor killings}  OR  {antiwomen}  OR  {anti-women}  OR  {feminism}  OR  {misogyny}  OR  {female infanticide}  OR  {female infanticides}  OR  {human trafficking}  OR  {forced prostitution}  OR  ( equality  AND  ( {sexual rights}  OR  {reproductive rights}  OR  {divorce rights} ) )  OR  {women's rights}  OR  {gender injustice}  OR  {gender injustices}  OR  {gender discrimination}  OR  {gender disparities}  OR  {gender gap}  OR  {female exploitation}  OR  {household equity}  OR  {female political participation}  OR  {women's underrepresentation}  OR  {female entrepreneurship}  OR  {female ownership}  OR  {women's economic development}  OR  {women's power}  OR  {gender-responsive budgeting}  OR  {gender quota}  OR  ( {foreign aid}  AND  {women's empowerment} )  OR  {gender segregation}  OR  {gender-based violence}  OR  {gender participation}  OR  {female politician}  OR  {female leader}  OR  {contraceptive behaviour}  OR  {women's autonomy}  OR  {agrarian feminism}  OR  {microfinance}  OR  {women's livelihood}  OR  {women's ownership}  OR  {female smallholder}  OR  {gender mainstreaming} ) )
DOI: 10.6084/m9.figshare.14398577.v4
title: Effective principal leadership behaviors to improve teacher performance and student achievement

description: on file 00. DATA _171.2.xlsxThe questionnaire consists of 3 variables, namely the effectiveness of behavior patterns as X1, teacher performance X2, and student achievement x3, the elaboration of each question item is listed below the table.<br>The second sheet of this data, there is a validity and reliability test of the questionnaire instrument from the three variables.<br><br>On the third sheet, you can find out the frequency distribution to see the min, max, range, and scale distribution tabulations of the overall data<br>On. Model 1. Measurement Model of Construct Validity and Indicator Reliability Test (Confirmatory Factor Analysis)<br>The measurement model is the relationship (loading value) between indicators and constructs (latent variables) = Confirmatory Factor Analysis (CFA)<br>On file. Output 5-2.enc<br>contains data from the results of confimatory factor analysis<br>