cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25233343.v1
title: Breizh_LocalAssociations_Culture_Environ_Rural

description: <b>Object: Building an interactive map to visualize and develop links between Cultural and Environmental local organizations in Brittany</b>Funded by European Horizon 2020 program within Marie-Sklodowska Curie n 899546, the TEKBreiz project aimed at starting to map out the Traditional Ecological Knowledge of the Breton landscape to support climate-resilient food-system planning and decision-making.We built this map to highlight the culture/nature disconnection between cultural activities and environmental protection in Brittany and help users identify connections order to support a locally-relevant and sustainable ecological transition.We built this layer from a list of all non-profit associations registered in Brittany and:https://data.bretagne.bzh/explore/dataset/associations-les-donnees-du-journal-officiel-des-associations-et-fondations-dent/table/<br><b>Processing:</b>1. Isolate organizations concerned with Breton culture, environment and rurality2. Geolocate the DB3. Create a Point File Layer<br>1. To isolate organizations concerned with Breton culture, we extracted a few different sheets with key words search in the full excel database targeting: “environnement”, “nature”, “Breton”, “rural”o Cleaned up these sheets using other key words to exclude non-relevant data pointso Ex:o Consolidated into one CSV sheet2. Geolocated using QGIS CSV import3. Created a Point File Layer in a .shp format with a Coordinate Reference System which enables to identify three themes among the data points:o “Environnement”, “Culture Bretonne” and “Ruralité”<br><b>Analysis Summary:</b>6165 for environmental protection2373 for Breton Culture and Education1306 for rural life and concernsWhen starting this analysis, I wanted to know:1. The presence of overlap between culture and nature in local organizations2. The potential for local collaboration between these the Breton cultural network, and environmental protection initiativesThe analysis confirmed the presence of a wide variety of organizations concerned with environmental protection and Breton culture, with a large prevalence of concerns for the environment, which can be explained by the rising global concerns about climate change, issues of pollution in Brittany and more generally the territorial tensions induced by the negotiation and management of these tensions between different interests and networks of stakeholders: residents, local governments and legislation, etc.<br><b>Limitations:</b>The clean-up method allowed to filter out irrelevant data points, however, given the number of entries, there might be some data points that are only remotely related to the themes and a few data points unrelated to the themes. Also, the dataset came from an official site for the Brittany region which limits the data points extent to the administrative boundaries of Brittany and not its historical boundaries.
DOI: 10.6084/m9.figshare.25894162.v1
title: PRISMA 2020_Checklist Hendri Ginting SLR

description: PRISMA 2020_Checklist Hendri Ginting SLR
DOI: 10.6084/m9.figshare.6957125.v1
title: Analyzed T-Cell DNA Repair Outcomes

description: Contained within are all analyzed filesets for the T-Cell repair data including:<br>Counts of each individual DNA repair outcomePDF images of each DNA repair siteMutation efficiency of each targeted siteTable of all inserted sequences<br>R code used to generate all files from the raw .fastq reads
DOI: 10.17632/5sr3hhmft3
title: A dataset for validation of the stages of concerns questionnaire (SoCQ) – an instrument to measure the concerns of using e-learning platform in Malaysia.

description: This data set is aimed to be published in Data In Brief. This dataset contains the feedback from 7 experts on the evaluation of Stages of Concern Questionnaire (SoCQ) – an instrument measuring the concerns of teachers during the adoption process of an innovation implemented. Four categories were evaluated for each of the items, namely relevance, clarity, ambiguity and simplicity. This dataset also includes an excel file where it could be replicated for future use in terms of determining the content validity index of other instruments. Researchers that are keen in establishing content validity index of other instrument may make use of the dataset. The dataset includes also 30 responses from a pilot study, where the data is used for the reliability test of SoCQ.
DOI: 10.17632/k6gzb39f7d
title: CyberSecurity Audit Model -CSAM 2.0 dataset

description: CSAM 2.0 implementation and validation
DOI: 10.17632/wsrjd8m2h6
title: Data for "The h-index is no longer an effective correlate of scientific reputation"

description: The impact of individual scientists is commonly quantified using citation-based measures. The most common such measure is the h-index. A scientist's h-index affects hiring, promotion, and funding decisions, and thus shapes the progress of science. Here we report a large-scale study of scientometric measures, analyzing millions of articles and hundreds of millions of citations across four scientific fields and two data platforms. We find that the correlation of the h-index with awards that indicate recognition by the scientific community has substantially declined. These trends are associated with changing authorship patterns. We show that these declines can be mitigated by fractional allocation of citations among authors, which has been discussed in the literature but not implemented at scale. We find that a fractional analogue of the h-index outperforms other measures as a correlate and predictor of scientific awards. Our results suggest that the use of the h-index in ranking scientists should be reconsidered, and that fractional allocation measures such as h-frac provide more robust alternatives.
DOI: 10.6084/m9.figshare.28054454.v1
title: PRISMA-ScR-Fillable-Checklist COMPLETED_10Sept2019.docx

description: This scoping review mapped the clinical utility of postural outcome tools for spinal pain. Following Joanna Briggs Institute framework, twelve bibliographic databases were searched until 8<sup>th</sup> August 2023. Article selection, characterisation/mapping and synthesis using qualitative content analysis were performed by two independent reviewers. Clinical utility was defined by psychometric and clinimetric criteria. 85 eligible studies were identified from 89 publications. Twenty-eight distinct postural outcome tools plus bespoke measures were identified. Most tools were sophisticated computer-based electronic devices or complex time-consuming questionnaires, with limited applicability in non-occupational settings. Clinical utility domains most achieved were construct validity and inter/intra-rater reliability. Tools being underpinned by the biopsychosocial model of pain, sensitivity to clinical change, and predictive validity were the least achieved. Tools had limited clinical utility and were based on postural-structural-biomechanical pain model.
DOI: 10.17632/tf37wycrmf
title: raw image data for "Resilient anatomy and local microplasticity of naïve and stress hematopoiesis "_Figure 1-5 part_11

description: raw image data for "Resilient anatomy and local microplasticity of naïve and stress hematopoiesis "_8
DOI: 10.6084/m9.figshare.21187183.v1
title: Data_FWB.xlsx

description: We focused on the macrophyte communities living in particular freshwater ecosystems <em>i.e.</em> the ponds of the Iles Kerguelen, in the sub-Antarctic region. This model of freshwater ecosystem is especially abiotically constrained (cold climate), and its plant communities are remarkably species-poor, simplifying the study of plant-plant interactions. Specifically, we measured several abiotic variables of the ponds as well as species spatial patterns, interspecific interactions using the Log Response Ratio metric, and the functional composition of the community using aerial, root and clonal traits. We also determined the biomass of the whole macrophyte community.
DOI: 10.6084/m9.figshare.25123019.v1
title: Data from: Responses to spring rainfall and shading in moonworts: trait variability and the dynamics of a genus community

description: Data from: Responses to spring rainfall and shading in moonworts: trait variability and the dynamics of a genus communityA MSExcel spreadsheet reporting results from the first five years of a long-term monitoring of a moonwort (<i>Botrychium</i>, Ophioglossaceae) community in Bic National Park, Québec, Canada.## Description of the Data and file structure---Sheet 1-Colony – For each year of the whole-community sampling (2019-2021), the total number of individuals per species is reported in each colony.<br>Sheet 2-Sample plots - Details of the Permanent plot monitoring (2021-2023). Year: Indicates sampling year; Plot: the plot number; ID: the individual label (aluminum medal) marking each sporophyte; Species: the species identification; Tropho_heigth: height of the trophophore; Sporo_heigth: height of the sporophore.<br>Sheet 3-Microenvironmental variables – Details of the microenvironmental variables measured in each plot.
DOI: 10.17632/6rn4d2zvfc
title: Provincial economic growth and firm excess investment: evidence from China

description: Local governments in China frequently report provincial economic growth rates that exceed their targets. Prior studies suggest that this phenomenon is attributable to governmental influence over local firms, particularly through coercing these firms into escalating investments to maximize economic expansion. Using a sample of 18,349 Chinese listed firms from 2001 to 2017, we find that firms located in regions that exceed economic growth targets tend to invest more heavily. This effect is more pronounced in years when local government officials face stronger promotion pressure; furthermore, excess economic growth is associated with diminished investment efficiency within firms and increased government subsidies. These findings suggest that excess economic growth proxies for local government opportunism and plays an important role in local firms’ investment decisions.
DOI: 10.6084/m9.figshare.16822900.v2
title: Hepatocellular Carcinoma TCGA-LIHC Mutation Information CSV (TCGA_LIHC_Mutation_Input.csv)

description: <b><i>Background:</i></b> While the acquired risk factors of liver cancer in Asia are relatively well understood, the underlying genetic background of liver cancer in Asians has not been well established or correlated with clinical outcomes. <b><i>Objective:</i></b> To identify gene mutations linked with worse outcomes in Asian patients with hepatocellular carcinoma (HCC). <b><i>Methods:</i></b> A total of 347 Asian and Non-Asian patients with HCC were analyzed in this study. TCGA patient mutation and clinical data were downloaded through TCGAbiolinksGUI and analyzed using the Python NumPy, Matplotlib, seaborn, and SciPy libraries. Statistical significance was determined by Welch’s t-test (unequal variances t-test), with P-values &lt; 0.05 considered to be statistically significant. <b><i>Results:</i></b> Mutations in five genes (<i>TP53, TTN, OBSCN, MUC5B, CSMD1</i>) were statistically linked with increased mortality in Asians compared to non-Asians, four of which (<i>TTN, OBSCN, MUC5B, CSMD1</i>) were also more prevalent in the Asian population. Within the Asian cohort, two gene mutations (<i>TTN, HMCN1</i>) were statistically linked with worse outcomes. The <i>TP53</i> mutation predicts worse outcomes within the non-Asian cohort, but not within the Asian cohort. <b><i>Conclusions:</i></b> This study identified multiple genetic biomarkers that can aid in the recognition, surveillance, prognosis, and gene therapy of HCC.
DOI: 10.6084/m9.figshare.23674476.v2
title: KH-22-5_field observational data.xlsx

description: This dataset includes hydrographic data measured using the CTD (Conductivity, Temperature, and Depth sensors) rosette sampler, radiocarbon (Δ<sup>14</sup>C) content in dissolved inorganic carbon (DIC) of seawater measured using the single-stage accelerator mass spectrometry (AMS), Chlorophyll-a (Chl a) data measured using a fluorometer, microstructure data of turbulent kinetic energy dissipation rates measured using a tow-yo microstructure profiler, Underway-VMP (UVMP), and the estimated turbulent vertical eddy diffusivity. These data were obtained in a single observation campaign (R/V Hakuho-Maru, KH-22-5) in the Kuroshio Large Meander region, the southern coastal region of Japan.
DOI: 10.17632/x86f6dp8vm
title: ACLY palmitoylation bridges fatty acid metabolism and epigenetic rewiring in macrophage remodeling

description: Raw data for the manuscript "ACLY palmitoylation bridges fatty acid metabolism and epigenetic rewiring in macrophage remodeling" by Zhao et al.
Original uncropped western blots gels.
DOI: 10.6084/m9.figshare.19203398.v3
title: SAS script and input files

description: SAS script and input files for calculations of sensitivity and specificity based on different model settings and weather data in the weather data file supplied here.
DOI: 10.6084/m9.figshare.7177577.v1
title: Dataset 2 ORF classifications.xlsx

description: ORF classifications
DOI: 10.6084/m9.figshare.28681250.v2
title: Figure 1 source images for hCRAFi-CCR2

description: Source images for Fig1e
DOI: 10.11583/dtu.19704883.v1
title: Offshore wind fields in near-real-time

description: An archive of wind fields retrieved from satellite Synthetic Aperture Radar (SAR) observations over the ocean by the Technical University of Denmark (DTU, https://ror.org/04qtj9h94). The wind fields are instantaneous ocean backscatter measurements converted to ocean winds at 10m above the sea surface, through the implementation of dedicated retrieval algorithms and input wind directions from numerical models. The archive is updated daily and users can browse and download the wind fields though a web interface. The maps are available in .nc and .png format. The archive of wind fields is generated with the SAR Ocean Products System (SAROPS) developed by the Johns Hopkins University, Applied Physics Laboratory (JHU/APL, https://ror.org/029pp9z10) and the US National Atmospheric and Oceanographic Administration (NOAA, https://ror.org/02z5nhe81). The system uses input data from the following sources: <br> Envisat [2002-12] and Copernicus Sentinel-1 [2014-present] satellite SAR data provided by the European Space Agency (ESA, https://ror.org/03wd9za21). <br> Wind directions [2002-10] from the Climate Forecast System Reanalysis (CFSR) by the National Centers for Environmental Prediction (NCEP, https://ror.org/00ndyev54). <br> Wind directions [2011-present] from the Global Forecast System (GFS) by the National Centers for Environmental Prediction (NCEP, https://ror.org/00ndyev54). <br> Land surface topography data from the Global Self-consistent, Hierarchical, High-resolution Geography Database (GSHHG).<sup>1</sup> <br> Sea ice data [2002-present] from IMS Daily Northern Hemisphere Snow and Ice Analysis.<sup>2</sup> <br> <sup>1 </sup>Wessel, P., and W. H. F. Smith, 1996. A Global Self-consistent, Hierarchical, High-resolution Shoreline Database, J. Geophys. Res., 101, 8741-8743. https://doi.org/10.1029/96JB00104 <sup>2</sup> U.S. National Ice Center. 2008, updated daily. <em>IMS Daily Northern Hemisphere Snow and Ice Analysis at 1 km, 4 km, and 24 km Resolutions, Version 1</em>. [2002-present]. Boulder, Colorado USA. NSIDC: National Snow and Ice Data Center. https://doi.org/10.7265/N52R3PMC.
DOI: 10.17632/yv77f9bn66
title: Dataset on Physicochemical Properties, Microbiological Quality and Shelf Life Prediction of Solar Dried Mangoes and Pineapples in Tanzania.

description: This Data in Brief article provides four tables, three figures, and their raw data (as supplementary material). Table 2 is about physicochemical characteristics which correspond to raw data (S1). Table 3 presents the mean microbial load of dried mango and pineapple samples from two different dryers before storage, Figure 5 (a-c) presents variations in total plate count and fungi in dried fruits between different packaging materials in each drying method, Figure. 6 (a-d) presents microbial loads (log10 CFU g-1) in dried fruits as a function of storage period at 28 °C. Table 4 presents a comparison between the kinetic reaction orders, Table 5 presents regression equations, coefficient of determination (R2) values and estimated shelf lives of dried samples from different drying methods and in packaging materials stored at 28 °C and Figure 7 presents a Bi-plot from principal component analysis of average physicochemical parameters, microbial loads and shelf life of dried fruits processed using different drying methods. All of them correspond to raw data (S 2).
DOI: 10.6084/m9.figshare.23566368.v1
title: Final_Data_Msc_Thesis_Correlation_AI_and_rodents

description: Datafiles for the Master Thesis 'Avian Influenza Outbreaks and Rodent Plagues in the Dutch Disease Landscape: Examining the correlation between mice- and brown rat plagues and avian influenza outbreaks in a homogeneous hedge-poor landscape by text mining news articles'.
DOI: 10.17632/hspm7b9fv3
title: Skopje Weather Multi-modal Data

description: This dataset could be used for air pollution prediction or generally analyzing the weather conditions in Skopje, Macedonia. It provides a combination of weather data and camera images. Namely, the input is primarily based on cameras taken from a static camera placed at the Vodno mountain near Skopje, Macedonia. Next, we use the meteorological data taken from the nearest meteorological station. The output is the predicted Air Quality Index, which is validated based on the nearest PM2.5 sensor measurements.

We provide air pollution data, weather data, as well as images that are taken from static cameras located at the nearby Vodno Mountain.
DOI: 10.6084/m9.figshare.14035616.v1
title: Histology samples and FRS data summary

description: Sup Table 1 describes the ALS cases and controls used in the histological stainings within the article by Månberg A. et al 2021. <br><br>Sup Table 2 describes the numbers of patients with ALSFRS data for each of the cohorts.<br><br>
DOI: 10.6084/m9.figshare.28934531.v2
title: Diet of five anuran species of Japanese paddy field

description: Diet of five anuran species of Japanese paddy field
DOI: 10.6084/m9.figshare.8091650.v1
title: Papers_Authors.csv

description: This Database belongs to “A Database for Using Machine Learning and Data Mining Techniques for Coronary Artery Disease diagnosis” research paper. This database includes 15 tables. We chose to index papers related to CAD detection using machine learning and data mining approaches that are published between 1992 and 2018. These criteria result in 126 papers in which 490 authors contributed to these papers. These papers studied 68 different datasets with almost more than 360 distinct features collected in 18 countries from Asia, Europe, and America. In these papers, 140 different machine learning or data mining techniques were applied to diagnose CAD. To use csv file, open it in excel or import it in your database.
DOI: 10.17632/9fcs3v8fhs
title: Dataset: Análisis de accesibilidad en componentes generados dinámicamente en aplicaciones móviles, Una revisión sistemática de la literatura

description: Se muestra el dataset de los recursos sobre la investigación realizada.
DOI: 10.17632/snmz587nvb
title: Acceleration time history data for experimental shear building model (Kumar Anjneya & Koushik Roy)

description: The dataset contains dynamic floor responses from a six-storey three-dimensional miniature model (scale 1:20) of shear building. The experimental setup is located at Structural health monitoring lab, Block VI, Department of Civil and Environmental engineering, Indian Institute of technology (IIT), Patna, Bihar, India. The experiment was conducted by Kumar Anjneya, currently a research Scholar at Indian Institute of technology (IIT), Kharagpur, India.
DOI: 10.6084/m9.figshare.11966334.v1
title: Health promotion for people in the semi-open prison system: a case study

description: ABSTRACT The Nursing professional experience in the implementation of health promotion actions, through the performance of a multidisciplinary team, for people who meet the semi-open regime in city in the interior of Ceará was reported. Descriptive study, of case studies type, carried out from monthly reports and with the help of a field diary. It is believed that, despite the implementation of public policies aimed at the population deprived of freedom, there is still a lot of difficulty in their implementation. A context that is still very marked by precarious health care is observed and, in some cases, non-existent, in addition to stigma and prejudice against this population. It is important to instigate discussions on health care in the prison system in educational centers trainers of human resources for the Unified Health System, with a view to apprehending knowledge and the development of skills and competencies, in order to contribute to the proper performance of nursing professionals and other health workers in this scenario.
DOI: 10.6084/m9.figshare.1222839.v1
title: Dataset pesticide risk assessment in the honey bee

description: Dataset of the article "A pragmatic approach to assess the exposure of the honey bee (Apis mellifera) when<br>subjected to pesticide spray"
DOI: 10.6084/m9.figshare.22705189.v1
title: Perov5

description: Please consider citing the following two papers:<br> <br> ```<br> @article{castelli2012new,<br> title={New cubic perovskites for one-and two-photon water splitting using the computational materials repository},<br> author={Castelli, Ivano E and Landis, David D and Thygesen, Kristian S and Dahl, S{\o}ren and Chorkendorff, Ib and Jaramillo, Thomas F and Jacobsen, Karsten W},<br> journal={Energy \& Environmental Science},<br> volume={5},<br> number={10},<br> pages={9034--9043},<br> year={2012},<br> publisher={Royal Society of Chemistry}<br> }<br> ```<br> <br> ```<br> @article{castelli2012computational,<br> title={Computational screening of perovskite metal oxides for optimal solar light capture},<br> author={Castelli, Ivano E and Olsen, Thomas and Datta, Soumendu and Landis, David D and Dahl, S{\o}ren and Thygesen, Kristian S and Jacobsen, Karsten W},<br> journal={Energy \& Environmental Science},<br> volume={5},<br> number={2},<br> pages={5814--5819},<br> year={2012},<br> publisher={Royal Society of Chemistry}<br> }<br> ```