cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28052918.v1
title: Chromosome-level genome assembly of hawthorn spider mite, <i>Amphitetranychus viennensis</i> (Acari: Tetranychidae)

description: The hawthorn spider mite, <i>Amphitetranychus viennensis</i> (Acari, Tetranychidae), is one of the most destructive arthropod pests in orchards and ornamental plants, distributing mainly in Europe and Asia. Characterized by short developmental cycle, high fecundity, and largely overlapping generations, <i>A. viennensis</i> exhibits a remarkable capability to quickly expand its populations and devastates entire plants within a short time. Traditionally, control of this pest has been heavily relied on the application of synthetic acaricides. However, in recent years, the rapid development of resistance to chemical acaricides has significantly diminished the effectiveness of chemical control strategies. Consequently, there is an urgent need to develop environmentally friendly and sustainable alternatives for <i>A. viennensis</i> management.
DOI: 10.17632/cyryh76kps
title: Data on leading Russian universities performance in 2015-2018 (version 2.0)

description: In comparison with the previous version this dataset contains two sets of data on educational, research, international, financial and economic activities and public recognition for 93 leading Russian universities, grouped into 4 categories, and other Russian universities for the period 2015-2018. The following categories refers to the leading universities: Federal, National Research and Flagship universities, together with universities-participants of the Russian Academic Excellence Project (Project 5-100). In addition to the data collected from materials published in the monitoring of higher education institutions’ effectiveness, held by the Ministry of Science and Higher Education of the Russian Federation, Web of Science (citation-based research analytics tool InCites) and Scopus (citation-based research analytics tool SciVal) databases, materials from international ranking agencies QS, THE, ARWU, this dataset contains the comparative analysis of universities activities, the results of indicators aggregation for the specified types of activities and the offset, calculated using the Displaced Ideal Method. The data are presented in Excel format. The first Excel sheet contains the data for 93 leading universities. The collected dataset contains 93 records and 174 attributes. The second Excel sheet contains the data for universities categories: FU – Federal Universities, NRU – National Research Universities, FlU – Flagship Universities, Project 5-100 – universities-participants of the Russian Academic Excellence Project, Other - 490 state and municipal organizations of higher education (without Lomonosov Moscow State University (MSU) and St. Petersburg State University (SPbSU). The data are averaged by indicators (median values), except for the positions in rankings, for which the total number of universities included in the respective rankings is indicated. The collected dataset contains 5 records and 118 attributes. Researchers can use this dataset for socio-economic studies in comparative analysis of higher education system development level in different countries.
DOI: 10.6084/m9.figshare.13077155.v1
title: senis_muris_sub_new.h5ad

description: subsampled version of senis muris dataset
DOI: 10.6084/m9.figshare.13123061.v1
title: Point cloud and Traces

description: Here are available the five training and test data sets of the artificial neural network. The data sets contain the point cloud windows in .txt format and the trace file corresponding to each window, in .csv format.
DOI: 10.6084/m9.figshare.14515404.v1
title: Mushrooms of West Africa: their uses, distribution and potential for biodiversity conservation. A systematic review

description: <b>dataset consist of macrofungi of west Africa, their uses, distribtuions, sources,</b><br>
DOI: 10.6084/m9.figshare.21561492.v1
title: dataset for the paper "self-compassion as a means to improve job-related well-being in academia..."

description: Working in academia entails many challenges including rejections by journals, competition for funding or jobs, and uncertain job outlooks (for non-tenure staff), which can result in poor mental health and well-being. Previous studies have suggested self-compassion as a resource for mental health and well-being, but to date no study has been published that has tested interventions targeting self-compassion in academia. In this weekly diary study, 317 academics from Germany, Switzerland, and the US were asked to recall a negative event and were then randomly assigned to either a self-compassionate writing intervention, a three good things intervention, or an active control intervention, respectively. They also completed two surveys on four consecutive Thursdays measuring state positive and negative affect and job-related well-being (i.e., job satisfaction and work engagement). Using multi-level regression modelling, results showed that participants in the self-compassion condition reported more job satisfaction and work engagement due to experiencing less negative affect. Academics in the three good things condition showed no such effects. Results indicated that self-compassion in academia is a resource that enables emotion-oriented coping during difficult times or in challenging situations that may benefit academics’ job-related well-being. The study highlights both the importance of discussing well-being in academia and ways to strengthen it.
DOI: 10.6084/m9.figshare.22188844.v1
title: Global phosphorus addition database (GPAD) for soil carbon response

description: In this database, we collected 2882 observations from 213 field phosphorus-addition experiments worldwide. This database was initially created to explore the effects of phosphorus addition on soil carbon storage and the associated mechanisms, and covers multiple variables of ecosystem carbon cycling. Specifically, the variables include soil organic carbon and its fractions (particulate organic carbon and mineral-associated organic carbon), dissolved organic carbon, plant above- and belowground biomass, microbial biomass, litterfall production, soil organic matter decomposition, soil properties (e.g., pH, total and available nitrogen). This dataset also includes site and treatment information of these phosphorus-addition experiments, such as, location, climatic factors (temperature and precipitation), plant N fixation status (symbiotic N fixer vs. non-N fixer), mycorrhizal types (arbuscular mycorrhizal and ectomycorrhizal), soil types, sampling depth of soil, and rate, form and duration of P addition.
DOI: 10.6084/m9.figshare.7667099.v3
title: Raw RT-qPCR values

description: Raw values for RT-qPCR experiments. Relating to Figures 2-7
DOI: 10.17608/k6.auckland.21191866.v1
title: King K055 confocal right cornea

description: Right corneal confocal micrographs obtained post mortem from king penguin K055
DOI: 10.6084/m9.figshare.15051915.v1
title: Supplementary Material for: Das Verstärkermodell der Suizidalität: Chronische Suizidalität bei der Borderline-Persönlichkeitsstörung verstehen und behandeln

description: Trotz großer Fortschritte in der evidenzbasierten Psychotherapie wird unser Versorgungssystem durch chronisch suizidale Patienten mit einer Borderline-Persönlichkeitsstörung (BPS) weiterhin stark herausgefordert. Die BPS ist mit einem hohen Suizidrisiko von 5–10% sowie einem hohen Selbstverletzungsrisiko von bis zu 80% behaftet. Therapeuten wie Angehörige fühlen sich oft überfordert und hilflos, wenn sie mit der Suizidalität der Patienten konfrontiert sind. Immer wieder kommt es so zu Therapieabbrüchen, Vorstellungen in Notaufnahmen oder akut-psychiatrischen Einweisungen. Bei der nichtsuizidalen Selbstverletzung (NSSV) – einem Verhaltensmuster, das gehäuft zusammen mit chronischer Suizidalität bei BPS auftritt – tragen Verstärkermechanismen (z.B. Nachlassen von Anspannung) dazu bei, dass sich Borderline-Patienten trotz längerfristig unangenehmen Folgen immer wieder selbst verletzen. Die Motive für NSSV und suizidales Verhalten können sehr unterschiedlich sein. Es spricht jedoch einiges dafür, dass die zugrunde liegenden Mechanismen ähnlich sind und sich hieraus wichtige therapeutische Interventionsmöglichkeiten ableiten lassen. In dieser Übersichtsarbeit werden die Hintergründe und Unterschiede von NSSV, Suizidideationen sowie Suizidversuchen bei chronisch suizidalen Borderline-Patienten dargestellt. Neuere Erkenntnisse der modernen Neuro- und Verhaltenswissenschaft werden in ein Verstärkermodell der Suizidalität integriert, von dem verhaltenstherapeutische Interventionen abgeleitet werden, die Therapeuten in ihrer Arbeit mit chronisch suizidalen Patienten unterstützen können.
DOI: 10.6084/m9.figshare.20338536.v8
title: TNBC Data from Wu et al, 2021

description: Anndata format of the TNBC data set generated by Wu et al, 2021, together with inferred cytokine activity, as described in Dimitrov et al, 2022.<br> <br> <br> Wu, S.Z., Al-Eryani, G., Roden, D.L., Junankar, S., Harvey, K., Andersson, A., Thennavan, A., Wang, C., Torpy, J.R., Bartonicek, N. and Wang, T., 2021. A single-cell and spatially resolved atlas of human breast cancers. <em>Nature genetics</em>, <em>53</em>(9), pp.1334-1347.<br> <br> Dimitrov, D., Türei, D., Garrido-Rodriguez, M., Burmedi, P.L., Nagai, J.S., Boys, C., Ramirez Flores, R.O., Kim, H., Szalai, B., Costa, I.G. and Valdeolivas, A., 2022. Comparison of methods and resources for cell-cell communication inference from single-cell RNA-Seq data. <em>Nature Communications</em>, <em>13</em>(1), pp.1-13.
DOI: 10.6084/m9.figshare.28124615.v1
title: Zebrafish neural crest cells development

description: Zebrafish neural crest cell development dataset, please see Wang <i>et al.</i> (https://www.biorxiv.org/content/10.1101/2024.12.11.627935v1) and Hu <i>et al</i>. (https://www.biorxiv.org/content/10.1101/2024.09.17.613303v1) for details
DOI: 10.6084/m9.figshare.29070896.v1
title: Centre to limb spectra of Lithium (670 nm), Oxygen (630, 636, 777 nm) and Silicon (566, 568 nm) of the Sun, and Oxygen spectra (630, 636 nm) of brightest stars

description: This dataset contains high resolution spectra in FITS format got at the THEMIS (INSU/CNRS telescope).Centre to limb spectra of the Sun at various limb distance (about ten mu values) were got for Lithium D1/D2 lines (6708 A), Oxygen (forbidden lines 6300 A, 6363 A and the infrared triplet at 7775 A) and Silicon (5665 A, 5684 A).For comparison spectra of Oxygen (forbidden lines 6300 A, 6363 A) were got for the brightest stars with the same setup, for Aldebaran, AlpaPersei, Antares, Arcturus, Betelgeuse, Capella, Diphda, Hamal, Pollux and Procyon.The spectra may be used for research about abundances.<br><br>
DOI: 10.6084/m9.figshare.4903175
title: Geochemistry and Sr–Nd isotope composition of Carboniferous volcanic rocks of the Jueluotage Orogenic Belt: implications for the tectonic evolution of Eastern Tianshan, China

description: The major and trace element, and Sr–Nd isotopic compositions of the Carboniferous Qi’eshan, Wutongwozi, and Yamansu volcanic rocks from the northern and southern parts of the Jueluotage Orogenic Belt in East Tianshan, China, were analysed to understand their genesis and geodynamic implications. The early Carboniferous Qi’eshan basalts are characterized by high Al<sub>2</sub>O<sub>3</sub>, with La/Sm (1.38–1.79) and Ba/La (27.06–58.76) values higher than those of typical normal mid-ocean ridge basalt. They are relatively enriched in large ion lithophile elements (LILE) and light rare earth elements (LREE), and depleted in high field strength elements. Overall, their initial Nd–Sr isotopic compositions are ε<sub>Nd</sub>(t) = (5.6–7.0) and Isr = 0.70397–0.70429, implying the magma originated from a mantle wedge source that was metasomatized by subduction-related fluids. In contrast, the late Carboniferous Wutongwozi basalts have lower Ba/La (4.86–12.82), La/Nb (0.87–2.45), and LILE concentrations. They have the isotopic characteristics of depleted asthenosphere, relatively high and heterogeneous ε<sub>Nd</sub>(t) (9.3–9.4), and high Isr (0.70471–0.70533). Thus, the late Carboniferous Wutongwozi basalts may have been derived from the partial melting of mantle sources during asthenospheric upwelling. The early Carboniferous Yamansu acid volcanic rocks are characterized by high Mg# (46–48) and Lu/Y (~0.15), and low K<sub>2</sub>O/Na<sub>2</sub>O (0.01–0.20), similar to M-type granites. However, their ε<sub>Nd</sub>(t) (5.0–5.5) and Isr (0.70642–0.70768) values are lower than those of depleted mantle, indicating they were contaminated by lower crustal material. The magma source originated from a mantle-derived magma that was contaminated by middle Tianshan massif in a continental margin arc setting. Based on the results and previous field-based studies, we conclude that the Carboniferous volcanics in the Jueluotage Orogenic Belt formed in a complex trench–arc–basin setting in the Kuguertage–Aqikuduke Suture Zone.
DOI: 10.6084/m9.figshare.23618496.v2
title: Supporting data for 'Aromatic and arginine content drives multiphasic condensation of protein-RNA mixtures' (2023)

description: This file is part of the supporting data for the manuscript 'Aromatic and arginine content drives multiphasic condensation of protein-RNA mixtures', and contains the data used to plot the figures and the full sequence populations from the genetic-algorithm runs presented in the main text. An example LAMMPS input script (with pair parameters for the Mpipi coarse-grained model) used in this work and an example input configuration for a multilayered system containing poly-arginine, poly-lysine and poly-uracil are also included. <br> The structure and contents of this file are outlined in the README file in the root directory.
DOI: 10.17632/8x62ntvrg7
title: A dataset for fault detection and diagnosis of an air handling unit from a real industrial facility

description: This dataset was collected for the purpose of applying fault detection and diagnosis (FDD) techniques to real data from an industrial facility. The data for an air handling unit (AHU) is extracted from a building management system (BMS) and aligned with the Project Haystack naming convention. This dataset differs from other publicly available datasets in three main ways. Firstly, the dataset does not contain fault detection ground truth. The lack of labelled datasets in the industrial setting is a significant limitation to the application of FDD techniques found in the literature. Secondly, the granularity of this dataset is much less than other publicly available datasets. Due to data storage constraints, data is recorded at 15-min intervals rather than at 1-min or 5-min intervals. Thirdly, the dataset contains a myriad of data issues. For example, there are missing features, missing time intervals, and inaccurate data. Therefore, we hope this dataset will encourage the development of robust FDD techniques that are more suitable for real world applications.
DOI: 10.17632/mpxr5j5k97
title: Entrenamiento Neurocognitivo por ordenador en adultos mayores con Deterioro Cognitivo Leve
DOI: 10.17632/sgmxg3b27w
title: Assesment of Knowledge, Attitude and Practice towards the Evidence Based Practice among Postgraduate Physiotherapy Students in North India

description: Background: Evidence-based practice (EBP) is a critical approach in healthcare that integrates the best available research evidence with clinical expertise and patient values. In physiotherapy, EBP ensures that treatments are effective and based on scientific evidence, leading to better patient outcomes. This study investigates the impact of knowledge, attitude, and practice towards evidence-based practice among postgraduate physiotherapy students in north India. 
 
Material & Methods: An online survey study recruited 166 Postgraduate Physiotherapy students through convenient sampling. The study employed a self-developed questionnaire which experts validated. This questionnaire is used for data collection which included 2 domains i.e. knowledge, and attitude, and included 14 questions. Data analysis was done by using SPSS Software.
 
Result: The study found that most postgraduate physiotherapy students in North India are well-informed about evidence-based practice (EBP). Specifically, 89.2% use standardized treatments, 90.4% believe in adhering to EBP, 86.7% are aware of relevant databases, 84.3% understand different research designs, 88% grasp statistical interpretations of treatments, and 90.4% keep up with research. However, a small portion of students do not engage in these practices. The study found positive trends in students prioritizing evidence-based practices (88%) and adapting treatment plans (86.1%). However, knowledge gaps existed (e.g., assessing information quality: 86.1%) and updating knowledge was infrequent (81.9%). Additionally, 14.5% struggled to integrate information from various sources.
 
Conclusion: The study found that postgraduate physiotherapy students in North India are well-versed in and consistently practice evidence-based practice (EBP). This reflects their strong EBP knowledge, positive attitudes, and application in clinical settings, indicating a commitment to quality healthcare. However, ongoing efforts are necessary to maintain and enhance these practices.

Keywords: evidence-based practice; postgraduate; physiotherapy
DOI: 10.6084/m9.figshare.13502055.v1
title: Scaling Behavior of Public Procurement Activity

description: This dataset contains all the necessary data to replicate our study, which is currently under review.<br>The dataset contains information on Public Procurement Activity of Portuguese municipalities between 2011 and 2018.<br>File SAI.csv contains information on the total value executed per municipality on different types of procurement contracts, per year. Additionally it contains information on the prediction and residuals from the best fitting scaling law, and population size.<br>File socio-economic.csv contains a set of indicators extracted from porData and compiled by us.<br>Procurement_data.csv contains additional information on procurement activity per municipality, for instance the number of contracts issued per municipality on each year per type of contract.<br>
DOI: 10.6084/m9.figshare.20407864.v1
title: DBkWik Plus Plus

description: Large knowledge graphs like DBpedia and YAGO are always based on the same source - namely Wikipedia. But there are more wikis that contain information about long-tail entities such as wiki hosting platforms like Fandom. In this paper, we present the approach and analysis of DBkWik++, a fused Knowledge Graph from thousands of wikis. A modified version of the DBpedia framework is applied to each wiki which results in many isolated Knowledge Graphs. With an incremental merge based approach, we reuse one-to-one matching systems to solve the multi source KG matching task. Based on this alignment we create a consolidated knowledge graph with more than 15 million instances.
DOI: 10.6084/m9.figshare.22567318.v2
title: AlphaFold predictions for Nasmyth et al., 2023

description: AlphaFold predictions as described in Nasmyth et al., 2023.
DOI: 10.17632/hhb9rhdzzt
title: Ruth Waineina Nucleotides

description: The data contains sequenced data in map and ped file
DOI: 10.6084/m9.figshare.12871310.v1
title: Supplementary Material for: One-Year Course of Periprocedural Anticoagulation in Atrial Fibrillation Ablation: Results of a German Nationwide Survey

description: <b><i>Introduction:</i></b> Periprocedural oral anticoagulation (OAC) strategies for atrial fibrillation (AF) ablation procedures are changing rapidly. <b><i>Objective:</i></b> To assess the management and course of periprocedural OAC for AF ablation procedures in experienced electrophysiology (EP) centers in Germany over the last 12 months. <b><i>Methods:</i></b> The data are based on an electronic questionnaire, which was sent to 35 experienced EP centers in September 2018 and then exactly 1 year later. Participants provided information on their periprocedural OAC management, the handling with dual therapy (OAC plus single antiplatelet therapy), the availability of specific antidotes, the transseptal puncture approach, and noteworthy complications. <b><i>Results:</i></b> Responses were received from all 35 centers and represent 10,010 AF ablation procedures annually. In 2018, the administration of vitamin K antagonist (VKA) was continued throughout the procedure at all centers (100%). In contrast, the majority of centers used minimally interrupted periprocedural non-vitamin K antagonist oral anticoagulants (NOAC) (54.3%), 13 centers (37.2%) completely interrupted NOAC, and only 3 centers (8.5%) continued NOAC throughout the procedure. At the 1-year follow-up survey, 32 centers were found to have continued their previous strategy of periprocedural OAC and 3 changed from a minimally interrupted to a continued NOAC strategy. Of note, 30 centers (85.7%) performed transseptal puncture fluoroscopically without additional cardiac imaging. In the setting of uninterrupted periprocedural OAC management, no relevant complications were noted. <b><i>Conclusion:</i></b> Our survey shows marked heterogeneous periprocedural OAC management at experienced EP centers in Germany. Whereas continuation of VKA has already been integrated into clinical practice, the majority of centers still use a minimally interrupted NOAC strategy.
DOI: 10.6084/m9.figshare.22827797.v2
title: Supplementary materials

description: “甲状腺功能减退症因果影响胆石症：孟德尔随机化研究”的补充材料
DOI: 10.6084/m9.figshare.23702625.v1
title: foreign language enjoyment (FLE)

description: foreign language enjoyment (FLE) and L2 proficiency
DOI: 10.6084/m9.figshare.20610252.v1
title: Honor Killing Database v.1.0

description: We developed new dataset of suspected honor killings worldwide specifically for this project. We focus on honor killings here due to their more visible nature: honor killings in particular “are intended to be public statements, to restore honour to a family, to shame individual women, and to deter other women from resisting cultural codes of family and community” (Hellgren and Hobson, 2008, p. 386). Furthermore, murders, due to their violent nature, are thought of as more serious and “newsworthy” crimes and thus more likely to be reported to the police and by the media (Marsh, 1991; Chermak, 2002, Hart and Rennison, 2003; Chermak and Gruenewald, 2006; Siegler et al., 2008; Tarling and Morris, 2010; Gruenewald et al., 2013).
DOI: 10.6084/m9.figshare.27186936.v1
title: Methane emissions of the oil and gas systems from 1990 to 2022 in China

description: This dataset covers annual CH<sub>4</sub> emission data for China's oil and gas industry from 1990 to 2022, including total emission gridded products (nc files) and infrastructure emission products (shapefile files).
DOI: 10.6084/m9.figshare.14627229.v3
title: BBDD WCS by contextuals

description: By contextual variables
DOI: 10.6084/m9.figshare.16441704.v1
title: Data for "Estimates on the Frequency of Volcanic Eruptions on Venus" by Byrne and Krishnamoorthy

description: This repository contains two files related to the publication "Estimates on the Frequency of Volcanic Eruptions on Venus" by Byrne and Krishnamoorthy in Journal of Geophysical Research: Planets.<br>1) GVP_1900_Jan21_2021.xlsx: This spreadsheet is collated from the Smithsonian Institution's Global Volcanism Program database (https://volcano.si.edu/search_eruption.cfm ) and contains details for subaerial and undersea eruptions between January 1, 1900 and January 22, 2021.<br><br>2) GVP_Classified1980.csv: This CSV file contains classifications of all volcanoes that had eruptions which started between January 1980 and January 2021. Each volcano is classified into four categories: <br><br>Class 1: Continental Intraplate<br>Class 2: Rift ZoneClass 3: Oceanic IntraplateClass 4: Subduction Zone <br><br><br>