cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/rt5d2npcxy
title: EFFECTIVE SUPPLY CHAIN PERFORMANCE AND SUSTAINABLE GROWTH OF FLOUR MILLS NIGERIA (FMN) PLC, LAGOS

description: The need to perfect business growth through supply chain performance is increasingly altered by poor focus on process innovation to enhance sustainable growth of Flour Mills Nigeria (FMN) Plc Lagos. Empirically, the study examined the need for facility management, inventory management and information management as enablers of supply chain in a competitive market. The study was supported by Resource Dependence Theory (RDT). Research questions and hypotheses were formulated to guide the study. Survey research was adopted and Taro Yamane sampling formular was used to figure out the sample size of 379 out of the population of 1,734 staff. A structured questionnaire was developed, confirmed and reliability of the instrument was evaluated using Cronbach Alpha reliability, and hypotheses were assessed with Pearson Product Moment Correlation using SPSS. Findings derived from the study show that facility management in supply chain enables the organization to run, support, improve, and adapt to building organizational infrastructure. Inventory management aids in organizing, storing, and replacing inventory with the aim of keeping an adequate supply of goods and minimizing costs in the supply chain. Information sharing in the company integrates supply chain for transparency and offers opportunities for efficient planning based on exact information. The study concludes that facilities, inventory, and information management are competitive weapons which are aligned to enable efficient flow of resources for achievement of supply chain goals of the organization. It recommends among other things that facilities manager should ensure continuous use of facilities in supply chain to enhance delivery of service for achievement of business goals based on effective management of warehouse, ability, location, flexibility, for better performance. Management should continuously adopt inventory management as an enabling practice in the supply chain to guarantee the availability of organizational resources and guide the achievement of set goals of the organization.
DOI: 10.6084/m9.figshare.16860457.v1
title: EcoEvo Data

description: Environmental & Biological data from the Aegean Sea 1964-2017 used in EcoEvo paper "Evidence of climate-driven regime shifts in the Aegean Sea’s demersal resources: a study spanning six decades"
DOI: 10.6084/m9.figshare.25817650.v2
title: Source Data

description: The source data underlying Figures 1f-g, 2a-d, 3d-j, 4b-f, 5d-f, 6, and Supplementary Figures 3-12, 13b-c, 14-17, 20, 21, 23-26, 28-31a.
DOI: 10.6084/m9.figshare.27085834.v1
title: Diagnostic performance of RBC indices in the differential diagnosis of Iron Deficiency Anemia and the Beta-Thalassemia Trait in Chile: A Retrospective Study

description: Diagnostic performance of RBC indices in the differential diagnosis of Iron Deficiency Anemia and the Beta-Thalassemia Trait in Chile: A Retrospective Study
DOI: 10.6084/m9.figshare.5821071.v1
title: Turbulence as the main driver of resuspension in oscillatory flow through vegetation

description: Records of velocity and suspended sediment concentration obtained from multiple ADVs and OBSs as described in Tinoco & Coco 2018, JGR-Earth Surface. <br>
DOI: 10.17632/2yddxbpxbh
title: Effectiveness of Autogenic Training and deep breathing exercises in college-going girls with Premenstrual syndrome

description: Premenstrual syndrome (PMS) is the term used to describe a collection of recurring symptoms that start in the late luteal phase of the menstrual cycle (5-7 days prior to menstruation) and end in the follicular phase (2-4 days following menstruation) .Autogenic training is a strategy that allows one to calm their mind and body, which lowers their heart rate, slows their breathing, makes it easier for blood to circulate through their body, and boosts immune system activity . AT is a self-help technique intended to inhibit the body's stressed fight-or-flight reaction.AT promotes balance between the functions of the brain's two hemispheres, as well as the sympathetic and parasympathetic branches of the autonomic nervous system. AT balances the dominant and non-dominant portions of the brain .The AT relaxation technique's mechanism of action is in the relaxation response, as opposed to the stress response, which includes a complex interaction of the endocrine, immunological, neurological, and psychological systems
DOI: 10.6084/m9.figshare.10535867.v1
title: Supplementary Material for: Longitudinal Changes of Subpubic Arch Angle throughout Pregnancy

description: <b><i>Objective:</i></b> The objective of this study is to assess whether the subpubic arch angle (SPA) changes throughout pregnancy. <b><i>Materials and Methods:</i></b> We recruited a group of nulliparous women in the first trimester of pregnancy. Each woman was assessed 3 times throughout pregnancy, once per each trimester, by measuring SPA using a recently described highly reproducible three-dimensional transperineal ultrasound (linear reconstruction with contrast enhancement technique; OmniView-volume contrast imaging). Repeated measures analysis of variance was used to study SPA changes during pregnancy. <b><i>Results:</i></b> Overall, 97 women were included in the final analysis. SPA increased progressively and significantly (<i>F</i> = 27.824, <i>p</i> &lt; 0.001) from the first to the second trimester (121.8 ± 8.7 vs. 123.5 ± 8.4°, <i>p</i> = 0.01) and from the second to the third trimester (123.5 ± 8.4 vs. 125.3 ± 8.1°, <i>p</i> = 0.01). <b><i>Conclusion:</i></b> SPA width increases progressively but slightly during pregnancy. Although this finding is interesting, the extremely small difference detected is unlikely to be clinically significant.
DOI: 10.6084/m9.figshare.22898564.v1
title: mob_100d

description: 100 genes for mob spatial data
DOI: 10.6084/m9.figshare.27867099.v1
title: Data File

description: 传统语言学观点认为，句法分析的使用有助于提升学生的英语水平。然而，有些学者认为句法分析在语言处理中不占主导地位且对句子理解帮助有限。在中国英语教学实践中，这种观点尤为强烈，很多学生甚至教授认为学好英语无需依赖句法分析。因此，本研究设计了一项基于139名被试的实证研究，使用SPSS，GraphPad和Cursor进行描述性统计分析、显著性检验和效应量计算，系统性地检验句法分析的使用对中国大学生英语水平的影响。研究结果表明：1. 大多数中国大学生在英语处理时并不优先使用句法分析，只在不使用句法分析无法处理文本时才启用句法分析；2.句法分析的使用并未显著提升中国大学生的英语水平；3.中国大学生在使用句法分析时相比较在有条件使用句法分析时表现更差，不过这一差异的效应量很小。这些发现对于语法功能理论的发展和英语教学实践的改进均具有重要的参考价值。
DOI: 10.6084/m9.figshare.28755566.v2
title: Data -Depletion-dependent activity-based protein profiling using SWATH/DIA-MS detects serine hydrolase lipid remodeling in lung adenocarcinoma progression

description: Custom R code script related to analysis of paired extracts available (RADDi)TAMRA fluorescence output files are available.<br>
DOI: 10.17632/vvbc5dnz86
title: Temporal synchrony effect of optic flow and vestibular inputs on multisensory heading perception

description: This file contains the dataset for all figures in "Temporal synchrony effect of optic flow and vestibular inputs on multisensory heading perception".
DOI: 10.6084/m9.figshare.25251157.v2
title: RADReef Dataset Files

description: Reef cores are a powerful tool for investigating temporal changes in reef communities. Radiometric dating facilitates the determination of vertical accretion rates, which has allowed for examination of local-regional controlling factors, such as subsidence and sea level changes. Coral reefs must grow at sufficient rates to keep up with sea level rise, or risk ‘drowning’. As sea level is expected to rise significantly in the next 100 years and beyond, it is important to understand whether reefs will be able to survive. Historical records of reef accretion rates extracted from cores provide valuable insights into extrinsic controlling factors of reef growth and are instrumental in helping predict if future reefs can accrete at rates needed to overcome predicted sea level changes. While extensive research exists at local and regional scales, limited attention has been given to identifying global patterns and drivers. To address this, we present “RADReef”: A global dataset of dated Holocene reef cores. RADReef serves as a foundation for further research on past, present and future reef accretion.
DOI: 10.17632/nvjn8mvwtg
title: Chios dairy sheep reproductive phenotypes and 50K genotypes

description: Chios dairy sheep i) phenotypes for i) total prolificacy, age at first lambing, maternal lamb survival and ii) their respective genotypes in binary plink format
DOI: 10.6084/m9.figshare.1273937.v1
title: Cross-session Images of mouse skin

description: Cross-session Images of mouse skin
DOI: 10.6084/m9.figshare.28877042.v2
title: Aridity and grazing regulate the effects of grassland biodiversity on the synergies/tradeoffs among ecosystem functions in drylands

description: Grassland is the crucial ecosystem that supports biodiversity and multiple ecosystem functions in drylands, with their relationship heavily regulated by both aridity and grazing. However, it is not clear under which aridity conditions and what grazing intensity can maximize the positive effect of biodiversity on enhancing multiple ecosystem functions. Here, we related biodiversity (plant and soil microbial diversity) to ecosystem functions (ecosystem multifunctionality [EMF], individual ecosystem function, and the tradeoffs and synergies among ecosystem functions) across 91 sites along aridity and grazing gradients in natural grasslands in drylands. We showed that the positive correlation between plant diversity and ecosystem functions and their synergies was overall stronger in arid regions than in semi-arid regions. Aridity and grazing interactively affected the biodiversity-ecosystem function (BEF) relationships. In arid regions, ecosystem functions and their synergies were positively correlated with plant diversity under low and moderate grazing intensity, and were negatively related to microbial diversity under high grazing intensity. In arid regions, the tradeoff between productivity and carbon storage was positively related to soil microbial diversity under low and moderate grazing intensity, but showed the opposite change under high grazing intensity. In semi-arid regions, the tradeoff was positively related to soil microbial diversity under high grazing intensity. Moreover, we found that greater aridity and increased grazing intensity directly and indirectly affected the tradeoffs and synergies among ecosystem functions mainly by altering soil properties (e.g., soil clay content and pH) and plant diversity. Together, we reveal that under the predicted intensified aridity scenario, the conservation of plant diversity is pivotal for facilitating the synergistic enhancement of multiple ecosystem functions under less stress conditions, whereas the regulation of soil microbial diversity becomes increasingly critical under more stress conditions in drylands with long grazing history. We emphasize the importance of designing targeted management plans based on aridity levels and grazing intensity to enhance ecosystem functions. It provides a reasonable basis for decision-making on how to optimize the grassland management to coordinate ecosystem functions.
DOI: 10.6084/m9.figshare.8063186.v2
title: Document corpus of court case judgments

description: The data set contains Indian Supreme Court judgments. These cases are extracted using a web crawler from the website www.judis.nic.in. Preliminary pre-processing of removal of header/ metadata information from the document is performed.
DOI: 10.17632/d5hbcrctrb
title: Maternal nursing

description: El presente dataset, es de tipo working papers;  tiene una serie de información para el desarrollo del curso Cuidado de enfermería a la mujer y recien nacido. Este curso se lleva a cabo en el programa de enfermería con los estudiantes de sexto semestre; es un curso de 10 créditos académicos, es teorico práctico- práctico con una intensidad horaria de 18 horas semanales que se imparten de manera presencial; los estudiantes recien durante 6 semanas la fundamentación teórica y posteriormente realizan sus prácticas en los diferentes escenarios, con los cuales la universidad cuenta con relación docencia-servicio.
DOI: 10.6084/m9.figshare.23889039.v1
title: INTRUSION DATASET

description: A dataset which we used in our research
DOI: 10.6084/m9.figshare.24993384.v1
title: Lightning Pose dataset: CRIM13

description: The Caltech Resident-Intruder Mouse dataset (CRIM13) (Burgos-Artizzu et al., CVPR 2012) consists of two mice interacting in an enclosed arena, captured by top and side view cameras at 30 Hz. We only use the top view. Seven keypoints are labeled on each mouse for a total of 14 keypoints (Segalin et al., eLife 2021).Each keypoint in the original CRIM13 dataset (https://data.caltech.edu/records/4emt5-b0t10) is labeled by five different annotators. To create the final set of labels, we take the median across all labels for each keypoint. Additionally, we remove all frames where one or both mice were absent.The labeled data are partitioned into disjoint "in-distribution" (InD) and "out-of-distribution" (OOD) sets. Each set contains different sessions / animals. We use the train/test split provided in the original dataset - the (4) resident mice are present in both InD and OOD splits; however, the intruder mouse is different for each session. The InD data contain 3986 labeled frames, and 37 unlabeled videos; the OOD data contain 1274 labeled frames, and 19 unlabeled videos.Many thanks to the authors of the CRIM13 paper who collected and analyzed the original video dataset: Xavier P. Burgos-Artizzu, Piotr Dollár, Dayu Lin, David J. Anderson and Pietro Perona.We also thank the authors of the MARS paper who collected keypoint annotations for the CRIM13 dataset: Cristina Segalin, Jalani Williams, Tomomi Karigo, May Hui, Moriel Zelikowsky, Jennifer J Sun, Pietro Perona, David J Anderson and Ann Kennedy.
DOI: 10.6084/m9.figshare.28440008.v1
title: Data and code for the analysis and visualization for the manuscript "“Reconciling tradeoffs among hydropower, decarbonization, and freshwater biodiversity through carbon offsets”, by Heilpern et al.

description: This paper analyzes tradeoffs between biodiversity, carbon and hydropower, and the potential to leverage carbon offsets to reduce them.
DOI: 10.6084/m9.figshare.28927856.v1
title: 第一组键盘

description: data
DOI: 10.17632/zyrdg56hzr
title: Panel data for the 15 Chilean regions with Weather and GDP variables

description: We build annual region-industry level GDP series for Chile over the period 1985-2017 from the National Accounts data publicly available from the Central Bank of Chile. There are 12 industries and 15 regions (regional denomination of 2007). For the years 1985-2007, we created a 15 region and 12 industry panel series assuming that each of the divided regions I and X shares of industry-level GDP is constant between 1985-2008. We create series of both nominal and real GDP where the real GDP is adjusted using the UF or the value of real monetary unit which is indexed to the CPI. 

The 12 industries include: 1. Agriculture and Forestry, 2. Fishing, 3. Mining, 4. Manufacturing, 5. Electricity, Gas, and Water (EGA), 6. Construction, 7. Commerce, Restaurants, and Hotels, 8. Transport and Communications, 9. Financial Services, 10. Home Ownership and property, 11. Personal Services, 12. Public Administration.

We also obtain weather data available from the University of Delaware Air Temperature and Precipitation dataset that provides gridded mean monthly surface air temperature (in Celsius degrees) and total monthly precipitation (in centimeters per month) data from 1900-2017. The data covers the terrestrial area of the globe with a grid size of 0.5 degree latitude x 0.5 degree longitude, which is approximately 56km x 56km at the equator. The grid squares intersect the area of Chile. We use geospatial software (QGIS) to aggregate the weather data to the regional level. First, we determine the fraction of each grid that falls within the borders of each region. Then, for each region, we create the regional weather series as a weighted average of the weather series of each grid where the weight is equal to the share of the grid that intersects the region. In this way, a grid square that has ½ of its area intersecting a region receives ½ the weight of a grid square that completely intersects the region.
DOI: 10.6084/m9.figshare.17025353.v1
title: OpenStack log files

description: This dataset contains log information of a cloud computing infrastructure based on OpenStack.Three different files are available, including the nova, cinder, and glance log files. Due to the fact that the data is unbalanced, a CSV file containing log information of the three OpenStack applications is provided. This can be used for testing in case the log files are used for a machine learning purpose. These data were collected from the Federated Genominc (FEDGEN) cloud computing infrastructure hosted in Covenant Unversity under the Covenant Applied Informatics and Communication Africa Centre of Excellence (CApIC-ACE) project funded by the World Bank.
DOI: 10.6084/m9.figshare.21786296.v1
title: Social media influencers and followers’ conspicuous consumption

description: SMI, FOMO and conspicuous consumption
DOI: 10.6084/m9.figshare.28200305.v1
title: Stereo

description: Dataset nameAbbreviationNo. of spots/cellsNo. of genesNo. of clustersAxolotl brainStereo_AB82432214416Axolotl brain 2DPIStereo_DPI76682732418Mouse_brain (SS200000135TL_D1)Stereo_MB2343243027
DOI: 10.6084/m9.figshare.4622311.v1
title: Zebrafish Developmental Stages DeTCT count data

description: Count data generated by DeTCT 3' end profiling, from zebrafish embryos from 18 developmental stages from 1-cell to 5 dpf (White et al. 2017)<br>
DOI: 10.6084/m9.figshare.6220619.v2
title: Measurement of L value in tissue engineering skin2

description: Measurement of L value in tissue engineering skin
DOI: 10.25390/caryinstitute.13022486.v1
title: Cary Vegetation Study 1984 1985 LAND USE HISTORY

description: This repository contains notes related to a land use history conducted by Dave Ellsworth that was part of the Cary Vegetation Study of 1984-1985. For an overview of the project, see Cary Vegetation Study 1984 1985 OVERVIEW
DOI: 10.6084/m9.figshare.21707861.v1
title: 2022 manuscript for Frontiers

description: reseach data
DOI: 10.6084/m9.figshare.21864486.v1
title: global glacial lake dataset

description:  Based on a semi-automated approach, this study inventories 117,352 glacial lakes (≥0.01 km2) worldwide, with a net area of 24,755.84 ± 2,971.33 km2. This dataset is expected to advance the monitoring of glacial lake expansions and the assessment of glacial hazard risk.
DOI: 10.6084/m9.figshare.28759139.v1
title: Correlation function measurement results and hardware data

description: Hardware implementation data in the article "Computing $n$-time correlation functions without ancilla qubits"Three models are demonstrated in the work<b>SSH_results</b>:Fermionic spectrum of the Su-Schrieffer-Heeger (SSH) model.<b>Schwinger_results</b>: Bosonic spectrum of the Schwinger model.<b>TIM_otoc</b>: Out-of-time-order correlator (OTOC) of the transverse-field Ising model (TIM).<br>
DOI: 10.6084/m9.figshare.5128279.v1
title: Supplementary Material for: Characterization of a Novel Mutation in <b><i>SLC1A1 </i></b>Associated with Schizophrenia

description: We have recently described a hemi-deletion on chromosome 9p24.2 at the <i>SLC1A1</i> gene locus and its co-segregation with schizophrenia in an extended Palauan pedigree. This finding represents a point of convergence for several pathophysiological models of schizophrenia. The present report sought to characterize the biological consequences of this hemi-deletion. Dual luciferase assays demonstrated that the partially deleted allele (lacking exon 1 and the native promoter) can drive expression of a 5′-truncated <i>SLC1A1</i> using sequence upstream of exon 2 as a surrogate promoter. However, confocal microscopy and electrophysiological recordings demonstrate that the 5′-truncated <i>SLC1A1</i> lacks normal membrane localization and glutamate transport ability. To identify downstream consequences of the hemi-deletion, we first used a themed qRT-PCR array to compare expression of 84 GABA and glutamate genes in RNA from peripheral blood leukocytes in deletion carriers (n = 11) versus noncarriers (n = 8) as well as deletion carriers with psychosis (n = 5) versus those without (n = 3). Then, targeted RNA-Seq (TREx) was used to quantify expression of 375 genes associated with neuropsychiatric disorders in HEK293 cells subjected to either knockdown of <i>SLC1A1</i> or overexpression of full-length or 5′-truncated <i>SLC1A1</i>. Expression changes of several genes strongly implicated in schizophrenia pathophysiology were detected (e.g. <i>SLC1A2</i>,<i> SLC1A3</i>,<i> SLC1A6</i>,<i> SLC7A11</i>,<i> GRIN2A</i>,<i> GRIA1 </i>and<i> DLX1</i>).
DOI: 10.17605/osf.io/e68xq
title: Amber photobiomodulation versus tranexamic acid for the treatment of melasma: Randomized controlled Double-blind

description: This is the data sheet colected from a pilot study.
21 women presenting melasma were included. Ten of them received effective PBM and placebo cosmetic product while 11 received sham PBM and liposomal ATX. The protocol included once a week PBM sessions (590nm and 20 J/cm2) and cosmetic product twice a day for 12 weeks. The main outcome measure was MASI score. Secondary outcomes include corneomelametry, photos analysed by Global Skin Diagnosis, the Brazilian Portuguese version of the Melasma Quality of Life Questionnaire (MELASQoL) and adverse events record.
DOI: 10.17632/bc8ypct8pr
title: Echinoderm occurrences in the deep northwest Pacific Ocean: families Ceratophysidae, Elpidiidae, Pourtalesiidae and Pterasteridae

description: The dataset includes records of echinoderms of the families Ceratophysidae, Elpidiidae, Pourtalesiidae and Pterasteridae in the northwest Pacific at abyssal and hadal depths (&gt;4000 m). The dataset includes both published and unpublished records. The data is given according to Darwin Core Standard.

Датасет включает абиссальные и хадальные находки иглокожих из семейств Ceratophysidae, Elpidiidae, Pourtalesiidae и Pterasteridae в Северо-Западной Пацифике на глубине свыше 4000 м. Включены как опубликованные, так и неопубликованные нахождения, определенные коллективом авторов. Датасет соответствует формату Darwin Core и может быть использован для биогеографических исследований. Работа выполнена в рамках гранта РНФ № 24-17-00321.
DOI: 10.17632/n6ysv5x8wz
title: FeynGame

description: A java-based graphical tool for drawing Feynman diagrams is presented. It differs from similar existing tools in various respects. For example, it is based on models, consisting of particles (lines) and (optionally) vertices, each of which can be given their individual properties (line style, color, arrows, label, etc.). The diagrams can be exported in any standard image format, or as PDF. Aside from its plain graphical aspect, the goal of FeynGame is also educative, as it can check a Feynman diagrams validity. This provides the basis to play games with diagrams, for example. Here we describe one such game where a given set of initial and final states must be connected through a Feynman diagram within a given interaction model.
DOI: 10.6084/m9.figshare.12814136.v1
title: Mass Spectrometry, Supplemental

description: Protein Identification from SDS-PAGE:Protein in gel bands (self-made gel), have been reduced with DTT, alkylated with iodoacetomide, subjected to 3x alternating washes, and proteolysis with Trypsin (sequential grade, Promega) in 50mM TEAB buffer at 37C overnight. Peptides extracted and desalted on u-HLB Oasis plates, eluted with 60 acetonitrile/ 0.1%TFA, dried.Dry peptides re-constituted in 20uL acetonitrile/0.1uL,and analyzed by LC/MS/MS on Orbitrap Lumos-ETD. Resolution set to 120K, 30K for the precursor and fragment ions, respectively. HCD energy at 31 with a isolation window set to 0.8Da without offset. Injected 10% for samples 3 and 4.<br>Data analysis:MS/MS raw data were searched via PD2.3 with Mascot 6.1, against RefSeq2017_83_human database (containing common contaminants). Mascot .dat files were validated with PD2.3-Percolator.