cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/jw7kjghtnh
title: Professional Learning Communities and Teacher Job Satisfaction: Mediation-Moderation Effect of Trust in Colleagues and Emotional Intelligence in the Malaysian Context

description: Though many scholars have examined the effects of professional learning communities on teachers and students globally, research in Malaysian context is limited. This study aimed to provide the empirical evidence for the complex relationship between professional learning communities, teachers' job satisfaction, trust in colleagues and emotional intelligence among primary school teachers in Malaysia. Data was collected form 307 teachers, and structural equation modeling was used to analyse the relationship. Findings supported the direct and significant effect of professional learning communities on teachers' job satisfaction, significant mediating effect of teachers' trust in their colleagues, and a negative moderating effect emotional intelligence.
DOI: 10.6084/m9.figshare.18266960.v2
title: Deep outer-rise faults in the Southern Mariana Subduction Zone indicated by a machine-learning-based high-resolution earthquake catalog

description: Wavaform data of machine learning detected events in Southern Mariana
DOI: 10.6084/m9.figshare.24231430.v1
title: Species3_dat.csvData sets related to the manuscript "Pollinator planting establishment is influenced by seeding rate and pre-seeding management strategies"

description: To determine the relative importance of pre-seeding weed control, seed density, and post-seeding management on seed mix establishment success, we developed a multifactorial field experiment in a grass-dominated weed community. Data sets are related to the manuscript submission "Pollinator planting establishment is influenced by seeding rate and pre-seeding management strategies" to the journal <em>Ecological Applications.</em> To determine the relative importance of pre-seeding weed control, seed density, and post-seeding management on seed mix establishment success, we developed a multifactorial field experiment in a grass-dominated weed community. Data sets are related to the manuscript submission "Pollinator planting establishment is influenced by seeding rate and pre-seeding management strategies" to the journal <em>Ecological Applications.</em>
DOI: 10.6084/m9.figshare.24935922.v1
title: Integrated machine learning algorithms reveal a bone metastasis-related signature of circulating tumor cells in prostate cancer

description: We used prostate cancer sequencing data to construct the prognostic model.
DOI: 10.6084/m9.figshare.28806569.v1
title: CI and NH data for Effects of age on the neural correlates of auditory working memory in cochlear implant users

description: EEG dataset for the PLOS ONE paper. Contains EEG files for each CI and NH participant.
DOI: 10.6084/m9.figshare.16894306.v1
title: November 2020 Covid-19 + Vaccines Twitter Streaming Dataset

description: The file contains Tweet IDs* for COVID-19 related tweets collected in <b>November, 2020</b> from <b>Twitter's COVID-19 Streaming Endpoint </b>via a custom script developed by the <b>Social Media Lab (https://socialmedialab.ca/)</b>.<br>Visit <b>our interactive dashboard at https://stream.covid19misinfo.org</b>/ for a preview and some general stats about this COVID-19 Twitter streaming dataset.<br>For more info about <b>Twitter's COVID-19 Streaming Endpoint</b>, visit <b>https://developer.twitter.com/en/docs/labs/covid19-stream/overview</b><br><b>Note</b>: In accordance with Twitter API Terms, the dataset only includes Tweet IDs (as opposed to the actual tweets and associated metadata). To recollect tweets contained in this dataset, you can use programs such as Hydrator (https://github.com/DocNow/hydrator/) or the Python library Twarc (https://github.com/DocNow/twarc/).
DOI: 10.6084/m9.figshare.29145152.v1
title: Phase Inversion Dynamics under Anti-Time Modulation

description: This simulation models how varying phase angles influence quantum energy oscillations under anti-time modulation. The Python script visualizes the real component of time-evolving energy E(t)=E0eiφ(t)E(t) = E_0 e^{i\varphi(t)}E(t)=E0​eiφ(t), where φ(t)=θ⋅fanti(t)\varphi(t) = \theta \cdot f_{\text{anti}}(t)φ(t)=θ⋅fanti​(t). It captures the coherent modulation effect of anti-time, emphasizing the sensitivity of phase transitions to angular variation. This result supports the theoretical basis discussed in the manuscript's quantum phase inversion framework.
DOI: 10.6084/m9.figshare.7857002.v1
title: Data.zip

description: The administrative division data of Morocco, even if available on the net [1] in the form of a shapefile, lacks consistency and a certain level of details needed for the creation of a district repository. Taking for instance one of the largest regions of Morocco, Grand Casablanca, where the economical capital of the country is located, still there’s no data , on the official website of its territorial administrative division[2], neither a detailed table nor an editable map.After updating the Moroccan administrative division shapefile to be conformed to the administrative repartition of communes over the prefectures and provinces according to the 2015 general monograph of the Region Grand Casablanca [3]. We finally were able, using QGIS, to geocode the gathered districts over the updated shapefile and extract the data creating the Grand Casablanca District repository.Therefore, the raw data is gathered in one table GC-repository containing 402 records of the following fields detailed in the table below: District, District_CP, Commune, Type_com, Prefecture/Province, PR_ CP, Region. The second output is the shapefile of 205 Ko that generated the table. All is detailed in the data.zip file
DOI: 10.17632/6wwr54v365
title: Data on particulate nitro-aromatic compounds at Mount Tai in 2019

description: Data associated with the manuscript entitled "Large contributions of gas-particle partitioning and heterogenous processes to particulate nitro-aromatic compounds at a mountain site revealed by observation-based and multiphase modeling".
DOI: 10.6084/m9.figshare.25572462.v2
title: <b>Scirpts and data of the article "Boosting biodiversity monitoring </b><b>using smartphone-driven, </b><b>rapidly accumulating </b><b>community-sourced data"</b>

description: <br><b>checked_records</b><b>.csv</b><br>Result file of the quality assessment of data gathered through <i>Biome</i> app. <i>taxonGroup</i> indicates taxon of the recorded species (see Fig. 2 for definitions); <i>topORbottom </i>indicates the recorded species are common (top, top 15％ amount of <i>Biome </i>records in each <i>taxonGroup</i>; bottom, ≤10 records); <i>is_inapropriate</i>, whether the record is inappropriate; <i>is_nonwild</i>, whether the record documented non-wild or wild individuals; <i>is_wrong</i>, whether the species identification was wrong. <i>species_originalPost </i>and <i>family_originalPost </i>show the taxon of the original record, and <i>species_correct </i>and <i>family_correct </i>show the taxon of experts' identification. <br><b>occurrence data.zip</b><br>Data files of occurrence and pseudo-absence used in the analyses in the main text and supplementary files. It has the species name, GBIF taxonID and coordinates.<br><b>1_runMaxent_MainTextAndS4.R</b> and <b>1_runMaxent_S3.R</b><br>R scripts used for building species distribution models.<br><b>2_checkResults_MainTextAndS4.R</b> and <b>2_checkResults_S3.R</b><br>R scripts for summarising and analysing the accuracy of species distribution models.
DOI: 10.6084/m9.figshare.25783368.v1
title: Contour data&code

description: contour, landform type recognition
DOI: 10.6084/m9.figshare.5129704.v1
title: Supplementary Material for: Comprehensive Analysis of Complement Genes in Patients with Atypical Hemolytic Uremic Syndrome

description: <b><i>Background:</i></b> Genetic defects in complement proteins reportedly contribute to the atypical hemolytic uremic syndrome (aHUS). Numerous genetic studies have been published in recent years, but limited data have been gathered from Asian countries. <b><i>Methods:</i></b> Genetic variants of 11 complement genes were analyzed in 23 Chinese patients with aHUS by high-throughput sequencing. The genotype-phenotype relationship in the Han population was evaluated and compared with the relationship that existed in other ethnicities. <b><i>Results:</i></b> We identified 20 causative mutations in complement genes, including 19 missense mutations and 1 splicing mutation. Six previously reported mutations, 6 mutations detected for the first time, and 8 rare polymorphisms were noted. Twelve out of 23 patients harbored complement mutations. Among the patients, one was a homozygote (Arg142Cys in CFHR3), and 4 carried combined mutations. Chinese patients have a similar prevalence of complement mutations as European, Japanese, and American patients. Complement factor H (CFH) mutations were common in aHUS in different ethnicities, but Chinese patients exhibited a higher percentage of complement factor B mutations than were found in European patients and a lower percentage of component 3 (C3) mutations than in Japanese patients. Compared with non-carriers, the aHUS patients carrying mutations had reduced C3 levels. In particular, patients with CFH mutations had a worse renal function than those with membrane cofactor protein mutations, a higher level of serum creatinine at the disease onset and a higher percentage of renal insufficiency during follow-up. <b><i>Conclusions:</i></b> Because complement genetic dysfunction has clinical significance in aHUS, a comprehensive assessment of variants is necessary for the proper management of aHUS patients in China.
DOI: 10.6084/m9.figshare.3413539.v1
title: Global Allometric Database

description: Data from "Jucker, T., Caspersen, J., Chave, J., Antin, C., Barbier, N., Bongers, F., Dalponte, M., van Ewijk, K.Y., Forrester, D.I., Haeni, M., Higgins, S.I., Holdaway, R.J., Iida, Y., Lorimer, C., Marshall, P.L., Momo, S., Moncrieff, G.R., Ploton, P., Poorter, L., Rahman, K.A., Schlund, M., Sonké, B., Sterck, F.J., Trugman, A.T., Usoltsev, V.A., Vanderwel, M.C., Waldner, P., Wedeux, B.M.M., Wirth, C., Wöll, H., Woods M., Xiang W., Zimmermann, N.E. and Coomes, D.A. (2016) Allometric equations for integrating remote sensing imagery into forest monitoring programs. Global Change Biology (in press)"
DOI: 10.17632/y2zyy9vwzy
title: Elsevier 2023 Sustainable Development Goals (SDGs) Mapping

description: The United Nations Sustainable Development Goals (SDGs) challenge the global community to build a world where no one is left behind.

Since 2018, Elsevier has generated SDG search queries to help researchers and institutions track and demonstrate progress toward the SDG targets. In the past 5 years, these queries, along with the university’s own data and evidence supporting progress and contributions to the particular SDG outside of research-based metrics, are used for the THE Impact Rankings.

For 2023, the SDGs use the exact same search query and ML algorithm as the Elsevier 2022 SDG mappings, with only minor modifications to five SDGs, namely SDG 1, 4, 5, 7 and 14. In these cases, the queries were shortened by removing exclusion lists based on journal identifiers. These exclusion lists often contained thousands of items to filter out content in journals that were not core to the SDGs.
 
To replicate the effect of these journal exclusions, sets of keywords were used to closely mimic the effects the journal exclusions had on the SDG content, while greatly reducing the overall query size and complexity. By following this approach, we were able to limit the changes to the publications in each SDG by less than 2 percent for most SDGs, while reducing the query size by 50 percent or more.

These shortened queries also have the added benefit of running faster in Scopus, allowing further analysis of the SDG data to be done more easily.

For each SDG, the full search query, along with further details about the top keyphrases, subfields, journals and keyphrases are available for download.
DOI: 10.6084/m9.figshare.29139689.v1
title: Supplementary Tables

description: Supplementary Tables of the manuscript
DOI: 10.6084/m9.figshare.24782616.v1
title: Supplementary Data of the paper entitled "The chromosome-level genome of the submerged plant <i>Cryptocoryne crispatula</i> provides insights into the terrestrial-freshwater transition in Araceae"

description: <b>Note:</b> Ako: Amorphophallus konjac; Ata: Acorus tatarinowii; Ath: Arabidopsis thaliana; Ccr: Cryptocoryne crispatula; Ces: Colcasia esculenta; Lm: Lemna minuta; PIPE: Pinellia pedatisecta; Pst: Pistia stratiotes; Spo: Spirodela polyrhiza.
DOI: 10.6084/m9.figshare.25413709.v1
title: Predicted flood risk for the Greater Wellington Region, 2023.

description: Soil waterlogging in the Greater Wellington Region, Aotearoa New Zealand, indicated by flood risk predicted by Land Use Capability Indicator (LUCI) modeling at a resolution of 5 x 5 m. These data are provided as a geospatial .tif raster file.
DOI: 10.6084/m9.figshare.26670951.v1
title: Additional file 19 of Structural variation and DNA methylation shape the centromere-proximal meiotic crossover landscape in Arabidopsis

description: Additional file 19: Table S10. CTL3.9 fluorescent data and crossover frequency measurements in wild type and smc4, atxr5 atxr6, mom1, ligase IV mutant backgrounds. Crossover frequency measurements derived from fluorescent CTL3.9/++ seed in wild type, smc4, atxr5 atxr6, mom1 and ligaseIV mutants. The “ctrl_1” samples are wild type controls for smc4, “ctrl_2” samples were wild type controls for atxr5 atxr6, “ctrl_3” samples were wild types for mom1, and “ctrl_4” samples were wild type controls for ligase IV.
DOI: 10.6084/m9.figshare.5035709.v1
title: Data for "Honeybee spillover reshuffles pollinator diets and affects plant reproductive success"

description: Data for "Honeybee spillover reshuffles pollinator diets and affects plant reproductive success". Includes networ
DOI: 10.17632/m7whnv4gdf
title: supplement material to Le Houedec et al., Assessing atmospheric and oceanic teleconnections between the eastern and western Mediterranean over the past 8,000 years

description: Data Tables of recomputed age model and interpolated stable isotopic data set used for the computation - Le Houedec et al., Assessing atmospheric and oceanic teleconnections between the eastern and western Mediterranean over the past 8,000 years.
DOI: 10.17632/tmpkt2mfkg
title: Q-CHAT scores of Polish toddlers with autism spectrum disorders and typically developing controls

description: The Q-CHAT (Allison, C., Baron-Cohen, S., Wheelwright, S., Charman, T., Richler, J., Pasco, G., & Brayne, C., 2008) is a parent-report screening tool for autism spectrum disorders (ASD) for children aged 18 to 24 months. Parents score each of the 25 items on a scale from 0 to 4, with higher scores indicating atypical behavior symptomatic of ASD. Please refer to the paper by Allison et al. (2008) for detailed information about the instrument and scoring procedures. This database contains Q-CHAT item scores and basic socio-demographic information about 252 Polish toddlers: 135 with a community-based diagnosis of autism spectrum disorders (ASD) and 118 typically developing toddlers. Previous studies with British (Allison et al., 2008; Allison, C., Auyeung, B., & Baron-Cohen, S., 2012) and Singaporean (Magiati et al., 2015) participants demonstrated that the Q-CHAT was an efficient screening tool. Our study aimed to determine whether the Q-CHAT could be used as a screening tool for autism spectrum disorders in Poland. Preliminary results were presented in a manuscript which is currently under review. The authors would like to thank the SYNAPSIS Foundation and all partners of the Early Identification of Autism Programme “Badabada”, PSONI Center for Early Intervention in Warsaw, The Autistic People Help Association “Together forward”, JiM Foundation, Polish National Autism Society and Anna Banasiak, Majka Niedzielska, and Julia Borejsza for their help in the collection of data. Dataset 2 included a corrected entry for one participant.
DOI: 10.6084/m9.figshare.15911964.v2
title: Gene catalog of the chicken gut microbiome

description: This is the microbial gene catalog of the chicken gut microbiome. It contains ~16 million genes.<br>
DOI: 10.6084/m9.figshare.7418780.v1
title: Circular Business Plan: entrepreneurship teaching instrument and development of the entrepreneurial profile

description: Abstract Due to the necessity for innovation and value creation for organizations, entrepreneurship education has become part of contemporary educational institutions. It is necessary to develop tools that provide a favorable learning environment. The Business Plan is an useful tool in teaching entrepreneurship, contributing to the development of entrepreneurial teachers and students from different areas. This paper aims to analyze the Circular Business Plan as an active methodology for teaching entrepreneurship during the workshop Building a Business Plan. The version of Circular Business Plan presented in this work was demonstrated through applied research, using qualitative method with exploratory goal during field of study. We analyzed 10 workshops Building a Business Plan in the same educational institution, with 160 participants develop 48 business ideas developed by groups with 3 people on average. Learning self-assessment answered by the participants, as well as the evaluation of teachers on student responses at Circular Business Plan built during the workshops Building a Business Plan, demonstrated that the active methodology contributes to the entrepreneurial development, from skills, different knowledge, attitudes and values. Future research will improve this active methodology and the teaching of entrepreneurship, as well as contribute to the development of the entrepreneurial profile.
DOI: 10.6084/m9.figshare.27106081.v2
title: Winter Haze Amplification Study over Eastern Indo-Gangetic Plain

description: The data set is derived from AOD reported by MODIS Aqua, aerosol component wise contribution to AOD from MERRA-2, RH from ERA5, and Radiative Flux from CERES products for studying the role of hygroscopic growth of aerosols in haze amplification over eastern Indo-Gangetic Plains.
DOI: 10.17632/4n3cf9j6mt
title: FTIR Analysis for the carbon fiber composite (no coat)

description: show the highest peak at 3744 to 3373 cm-1, which means that there was a presence of Hydroxyl groups and there was O-H stretching vibration and intermolecular H-bonded
DOI: 10.17632/d2956nwcw5
title: Program and Data for "Financial Markets and Unemployment" by Monacelli, Quadrini & Trigari

description: The zipped folder contains all codes and data necessary to replicate the results in the article "Financial Markets and Unemployment" to appear in the Journal of Financial Economics.
DOI: 10.17632/mg5p9bgnfj
title: Efficiency Improvement  through Lean Office Implementation

description: Introduction
The business world has been changed by globalization as well as the meaning of value of a product to customers. Thus, companies have been operating in volatile and highly complex environments. The expectations of customers allied to increased competition require companies to know how to gain competitive advantage. There are different approaches to guide business in this new direction, such as the lean production system . It has been a while since lean principles were recognized as a way to gain competitive advantage. Therefore, in order to improve operational performance, lean practices have been ever more implemented by companies. Lean production brought a reflection about manufacturing and service operations not only of the repetitive production environment, and also changed the trade-off between quality and productivity. It can be said that, in this way, it has satisfactorily challenged the practices of mass production . Lean manufacturing is a set of techniques that can reduce and eliminate wastes, making the companies more flexible and responsive. With lean philosophy, in the end, the processes can run using fewer materials, people and inventory, requiring less investment, and consuming less space. The lean manufacturing's techniques, tools and principles can be applied in various industry segments, enabling waste elimination in order to achieve operational excellence. Originally, its principles were applied only on manufacturing sectors, because it was developed in this area. Subsequently, its application was spread to other productive areas, where there exists a scope for process improvement . There has been an increase in the number of manufacturers who recognize that to have a true Lean transformation its principles must be applied to all company operations, not being restricted to the shop floor . Therefore, it has become more frequent use lean in other areas, for example in administrative environments. It is called Lean Office the implementation of lean manufacturing philosophy in offices and administrative processes. Lean Office helps to streamline information flow in any administrative function, focusing on reducing the total cycle time .  Companies can only experience the process improvements and benefits of lean manufacturing principles if its implementation is successful. Thus, the objectives of this research carried out through a systematic literature review was to identify the main difficulties in the Lean Office implementations, propose a classification system and sort the collected literature. This study is important for better knowledge of the literature – because there is very limited literature that discusses the Lean Office to present a profile of the application of Lean office, and to suggest researches to find methodologies and solutions for making successful implementations.
A successful case of lean office implementation in the Electrical accessories manufacturing office area is present
DOI: 10.6084/m9.figshare.19519432.v1
title: Table S2_miRNA-gene interactions.xlsx

description: Table S2_ miRNA-gene interactions
DOI: 10.6084/m9.figshare.22666234.v2
title: Code to reproduce "Geographic and temporal distance-decay relationships across taxa"

description: Code to reproduce the analyses from <br> &gt; Dallas, TA, L Holian, and C Ten Caten. 2023. Geographic and temporal distance-decay relationships across taxa. <br> Code is written in R and the file is in R markdown (.Rmd). Package versions are provided at the bottom of the file along with the sessionInfo(). The analyses rely on a data package (neonDivData), which may change to incorporate new data over time. As such, to reproduce the figures from the manuscript, the data between 2013 and 2021 should be used. It is also possible that these data may change, as taxonomic updates or NEON quality checking may change some numbers. These are unlikely to change the overall figures, as the analyses rest of occupancy (was the species there at a given site), and less on things that may vary more (abundance). However, still a possibility.
DOI: 10.6084/m9.figshare.27889785.v1
title: Future increase in compound soil drought-heat extremes exacerbated by vegetation greening

description: Source data for main figures.
DOI: 10.6084/m9.figshare.25637232.v2
title: <b>Multi-omics analysis of SFTS virus infection in </b><b><i>Rhipicephalus microplus</i></b><b> cells reveals antiviral tick factor</b><b> </b><b>Supplementary Data 5 -including the sqlite database with PASA-EVM splicing information for BME/CTVM6 cells.</b>

description: Sqlite database build using PASA-EVM workflow, this contains novel alternative splicing we identified for the BM6 transcriptome.
DOI: 10.17632/xh263c249z
title: Flag Football Data

description: Flag football data