cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.7151063.v1
title: Concentrated Solar Power (CSP) Development Potential Index

description: This global dataset continuously ranks from &gt;0 (minimal) to 1 (highest) all suitable lands at a 1-km resolution for locating utility-scaled CSP farms and is derived from the weighted summary of six criteria maps: 1) resource yield potential in annual megawatt hours calculated using average annual direct normal irradiation (DNI) values), 2) distance to electrical grid, 3) distance to major roads, 4) landcover, 5) distance to urban areas, and 6) distance to railways or ports. Included with these data are: a) the classified version of the continuous DPI, b) the corresponding classified uncertainty dataset, c) detailed sensitivity tables for all criteria used in the analysis, and d) full description of the constraints and criteria used in the analysis with the Analytic Hierarch Process (AHP) pairwise comparison matrix and resulting criteria weights derived from AHP.
DOI: 10.6084/m9.figshare.14672163.v1
title: scz2014

description: GWAS summary statistics from the Psychiatric Genomics Consortium (PGC)
DOI: 10.6084/m9.figshare.5864058.v1
title: Predation on artificial and natural nests in the lowland rainforest of Papua New Guinea

description: <b>Capsule:</b> Although survival of nests was similar between forest fragments and continuous forest, the range of predators differed. Artificial nests provide an under-estimate of nest predation by snakes. <b>Aims:</b> To estimate the natural nest predation rate in continuous primary forest, compare it with predation rates in forest fragments. To assess the reliability of nest survival rates determined by the use of artificial nests with clay eggs and identify the main nest predators. <b>Methods:</b> We observed survival of natural nests during the incubation period in continuous primary forest in Papua New Guinea. Some nests were monitored with infrared cameras. We also used artificial nests deployed with clay eggs to identify predators. <b>Results:</b> There was a predation rate of 50% for natural nests and snakes were major predators of nest contents. Clutch daily survival rates (DSRs) differed among nest types. The DSR of artificial nests (0.977) was not significantly different to that of natural cup nests (0.969). Survival rates of artificial nests were similar in forest fragments and continuous forest. Forest fragments had, however, a higher proportion of avian predators than continuous forest. <b>Conclusion:</b> Although, we observed similar survival rates in artificial and natural nests, the composition of nest predators was different between natural and artificial nests. Artificial nests were not suitable for estimating the real predation caused by reptiles. Nevertheless, we find that participation of avian nest predators can be estimated correctly with the use of artificial nests.
DOI: 10.6084/m9.figshare.7092683.v1
title: Additional file 5: of MetaWRAPâ a flexible pipeline for genome-resolved metagenomic data analysis

description: Module runtime. The total real runtime of each module of metaWRAP when analyzing three samples from the metaHIT gut metagenomic survey. The modules were tested with default parameters on a Linux x64 server with 24 cores and 100Â GB of RAM. (XLSX 23 kb)
DOI: 10.6084/m9.figshare.19397903.v1
title: Mascot Generic Files of cobra venom

description: Mascot Generic Files (MGF) of Naja naja, Naja pallida, Naja nigrollis, Naja haje, and Hemachatus haemachatus
DOI: 10.6084/m9.figshare.28876754.v1
title: Interfacial Structures and Grain Refinement Mechanisms in Arc-DED Fabricated AlFeCoNiCr/Al-Cu-Mn-Zr Composites

description: This database serves the raw data for the research paper.
DOI: 10.25446/oxford.22889120.v1
title: Eileen Isabel Joyce

description: Eileen Isabel JoyceEileen Joyce was seven years younger than her brother James. Too intelligent to become the family slavey, she followed her sister Eva to Trieste in 1910. Musical and witty, she had ambitions to become an opera singer. In 1914 she married Frantisek Schaurek, a Czech bank teller. They lived in Prague during the war and later in Trieste.Frank took his own life in 1926, and Eileen with her three children moved back to Ireland. She was Lucia's favourite aunt and often helped care for her. In Dublin Eileen visited her father occasionally, and after he died removed the books JJ had inscribed to him. Tim O'Neill
DOI: 10.6084/m9.figshare.21498222.v1
title: Megahit co-assembled contigs - Kaiju filtered

description: megahit co-assembled contigs post kaiju filtering
DOI: 10.6084/m9.figshare.27284547.v1
title: Pre-collected power consumption traces for the experiments in "Reading It like an Open Book: Single-trace Blind Side-channel Attacks on Garbled Circuit Frameworks"

description: Garbled circuits (GC) enable secure multiparty computation, but implementations can be vulnerable to side-channel attacks. We analyze popular GC frameworks and identify a vulnerability where AES encryption used in garbling is secret-dependent, exposing private inputs through side-channel analysis. We propose a single-trace attack to recover private inputs without access to plaintexts or ciphertexts, targeting both input and internal non-XOR gates.We evaluate our attack across different scenarios: software AES on a 32-bit ARM processor (100% success), hardware AES on an Artix-7 FPGA (79.58% success), and a cross-platform attack on processors with different microarchitectures (100% success). Our findings highlight the need to extend the non-colluding assumption in secure computation to include physical-layer protections.Our code for the experiments is open-sourced in:https://github.com/NomadShen/chipwhispererhttps://github.com/NomadShen/fpga_based_attack
DOI: 10.6084/m9.figshare.29128115.v4
title: <b>Data-Driven Deep Learning for Predicting Ligament Fatigue Failure Risk Mechanisms</b>

description: This study proposes a multimodal integrated framework for ligament fatigue life assessment.
DOI: 10.6084/m9.figshare.3444410.v2
title: Supporting information file

description: Supporting information file
DOI: 10.6084/m9.figshare.7508378.v1
title: Actinic cheilitis: histopathological evaluation of 44 cases

description: Objective:To describe the epidemiological, clinical and histopathological aspects in actinic cheilitis.Material and method:We conducted a retrospective study from cases with clinical diagnosis of actinic cheilitis recorded in the histopathology of the Service of Head and Neck Napoleon Laureano Hospital, Paraíba, from 2000 to 2007. We selected 44 paraffin blocks to product new slides. These new sections were stained with hematoxylin and eosin, and histopathological evaluation was performed by two independent examiners, and the changes classified according to OMS. We conducted a descriptive statistical analysis in SPSS for Windows version 13.Result:Of the total sample, 52.3% (23) cases were diagnosed in men and 47.7% (21) in women aged from 27 to 92 years old. Most individuals (81.9%) were over 40 years old. Regarding the histologic features, 68.2% (30) of cases showed some degree of epithelial dysplasia, 36.3% (16) classified as mild dysplasia, 20.4% (9) moderate dysplasia and 11.3% (5) severe dysplasia. In 15.9% (7) cases, squamous cell carcinoma of lip was observed. In epithelial tissue lining lips, the most frequent histologic findings identified were the presence of hydropic degeneration (79.5%) and hypergranulosis (56.8%). Inflammatory infiltrate was observed in 88.6% of cases and 86.4% in solar elastosis.Conclusion:Based on the results of the sample we can conclude that most of the actinic cheilitis lesions fastened lower lip of men over 40 years old. Histopathological analysis revealed that cellular atypia, inflammatory infiltrate and presence of solar elastosis are common features in actinic cheilitis lesions.
DOI: 10.60893/figshare.sss.26408065.v1
title: 01959-01

description: Survey dataset
DOI: 10.17632/2z22g7xjpw
title: Data for: New Trade Models, Different Distributions, Same Old Results?

description: The above files are used in Eaton & Kortum (2002) article provided at (http://kortum.elisites.yale.edu/home/technology-geography-and-trade). We use the same data in our research.
DOI: 10.6084/m9.figshare.26311999.v1
title: Enemy dispersal drives the diversity loss of bacterial victim populations at diversity cold spots

description: Data files for manuscript entitled "Enemy dispersal drives the diversity loss of bacterial victim populations at diversity cold spots"Authors: Xiao-Lin ChuData files1. bacdiv.csv gives the diversified richness (richness_t4), proportion of smooth morphotype (propSM), maintained richness(richness_t6), morphotype gain (richGain), morphotype loss (richLoss), richness net change (richNetCha) and the bacterial density (OD_t1) of each (co)evolution lines during the experiment. The populations are indicated by the combination of characters and numbers, where the first character shows bacterial populations evolve alone (E) or coevlve with phages (C), the number shows the evolution or coevolution temperature, and the last character shows the resource levels (low:low, med:intermediate, high:high). The column 'replicate' shows the replication number. 2. coevo.csv gives the results of reciprocal challenge result, where the column 'infec.72clones' is the proportion of resistant bacterial colonies. The populations are indicated by the combination of characters and numbers, where the first character shows bacterial populations evolve alone (E) or coevlve with phages (C), the number shows the evolution or coevolution temperature, and the last character shows the resource levels (low:low, med:intermediate, high:high). The column 'replicate' shows the replication number. 3. MorphoComp.csv gives the number of colonies of each morphotype within a population at the 4th transfer and the 6th transfer. Identified morphotypes include LargeSM, smallSM, tinySM, smallWS, roundWS, SM-likeWS and wheel-likeWS. The populations are indicated by the combination of characters and numbers, where the first character shows bacterial populations evolve alone (E) or coevlve with phages (C), the number shows the evolution or coevolution temperature, and the last character shows the resource levels (low:low, med:intermediate, high:high). The column 'replicate' shows the replication number. 4.code.R gives the code for statistical analysis.
DOI: 10.6084/m9.figshare.27143334.v1
title: Code and Data

description: Data and code for my manuscript entitled "Study on the positive temperature anomalies in East Antarctica during the winter of 2018". Data is the processed data at ZS station from 1989 to 2023 used in Figure 1, and includes both AWS data and ERA5 reanalysis. The uploaded code encompasses the scripts necessary for generating all figures.
DOI: 10.6084/m9.figshare.7603271.v1
title: White Matter Tractography Guides

description: This series of documents provides information on white matter tract locations in the brain that can be identified using diffusion weighted imaging techniques and tractography. This educational resource provides a series of guides and accompanying images to demonstrate regions of interest (ROI) to use to delineate a number of white matter tracts in the brain. These include the: cingulum, corpus callosum (genu, body, splenium subdivisions), fornix, inferior fronto-occipital fasciculus, inferior longitudinal fasciculus, pyramidal, superior longitudinal fasciculus, and uncinate fasciculus. These ROIs were developed for semi-automated tractography for use in an early childhood (2-8years) dataset, in the Developmental Neuroimaging Lab (https://www.developmentalneuroimaginglab.ca) at The University of Calgary.
DOI: 10.17632/xcyty2jtg8
title: Georreferenciación de establecimientos de salud en la micro-región del Gran La Plata (geosalud-MRGLP)

description: Los archivos adjuntos corresponden a la georreferenciación de establecimientos de salud de la MRGP. A partir de los datos brindados por el SIISA (Sistema Integrado de Información Sanitario Argentino) se localizaron los efectores sanitarios con y sin servicio de internación existentes en los partidos de La Plata, Berisso y Ensenada. La extensión de los archivos son .shp y .png. Los mapas finales pueden visualizarse en los archivos cuya extensión resulta ".png"
DOI: 10.6084/m9.figshare.26927776.v1
title: Erica arborea chorology

description: Distribution map of <i>Erica arborea</i>.These maps were produced by combining numerous and heterogeneous data collected from atlas monographs providing complete species distribution maps, from national to regional atlases, occurrence geo-databases, scientific and grey literature. The maps were created using ESRI shapefiles (*.shp, *.shx, *.dbf, *.prj files) archived in the ZIP file. Species range is mapped with polygon features (name suffix "plg"), which define continuous areas of occupancy of the species, and with point features (name suffix "pnt"), which identify more fragmented and isolated populations. If synanthropic occurrences are reported outside the species natural range, additional point and/or polygon shapefiles are also present (suffix "syn"). Polygon borders delimiting species ranges are generalized across the mainland and sea boundaries. This offers the possibility to mask sea areas or to clip and extract the terrestrial range parts using GIS data layers of the users' choice. An additional version of polygon ranges are clipped with a coastline (name suffix "clip"), which have been derived from Natural Earth dataset "Admin 0 - Countries" 1:50M version 4.1.0 (https://www.naturalearthdata.com).Please cite as: Caudullo, G., Welk, E., San-Miguel-Ayanz, J., 2017. Chorological maps for the main European woody species. Data in Brief 12, 662-666. DOI: doi.org/10.1016/j.dib.2017.05.007Additional information and used references are on 'supplementary materials' document: https://doi.org/10.6084/m9.figshare.5091901Chorological maps are part of the "European Atlas of Forest Tree Species" project: https://w3id.org/mtv/FISE-Comm/v01
DOI: 10.25378/janelia.24659619.v1
title: Overlooked information biases data interpretability

description: The underlying image data and analysis scripts for Figure 1 of <b><i>Believing is seeing – the deceptive influence of bias in quantitative </i></b><b><i>microscopy</i></b>.The file 20230425_Actin_Timelapse4.czi contains images of actin taken over time as described in <i>README.txt</i> and in the associated publication. The relevant channels of this file are also provided as separate tif files (<i>C1-20230425_Actin_Timelapse4.tif</i> and <i>C2-20230425_Actin_Timelapse4.tif</i>) to simplify use of the FIJI macro (<i>ActinSurvivorBias.ijm</i>). The figure panels used in the associated publication can be recreated using the MATLAB script (<i>plotFigure1.m</i>). The expected output is provided as a zipped folder for both the FIJI macro (<i>ExampleOutput_FIJImacro.zip</i>) and the MATLAB script (<i>ExampleOutput_plotFigure1.zip</i>).
DOI: 10.6084/m9.figshare.28386995.v1
title: Data for HVRM_model

description: The scene modeling and simulation data is included in Data.zip.
DOI: 10.6084/m9.figshare.28467440.v1
title: Calibration Data for HPLC Analysis Using a Low-Molecular-Weight Standard

description: The dataset contains calibration data for an HPLC system using a low-molecular-weight standard. The purpose of this calibration was to validate the performance of the instrument and assess the efficiency of the chromatographic column. Additionally, the dataset includes a verification of the diode-array detector (DAD) response to ensure accurate detection and quantification of the analyzed compound.
DOI: 10.6084/m9.figshare.6450143.v1
title: Roads in Central Southern England, c.1675

description: Roads in central southern England c.1675, constructed from John Ogilby's strip maps.<br>The .kml file gives a crude preview; please download the shapefiles for discrimination between major routes, minor routes, and speculative spurs.
DOI: 10.17632/6v6hnxgnrj
title: Glossary of COVID-19 pandemic-related terms, Norton, JAAD

description: The dataset consists of a 33-page Supplemental Document, containing detailed text and appendixes that define and explain the epidemiologic terminology relevant to large outbreaks of infectious diseases. Most of the terms apply to any sort of disease outbreak; some terms apply specifically to an outbreak of the COVID-19 pandemic.
DOI: 10.6084/m9.figshare.22952774.v1
title: Trio genome sequencing variation data of the Lithuanian population

description: 75 healthy Lithuanian individuals (25 newborns, 25 mothers, and 25 fathers) SNP data uploadet in two different files. File named LT.Newborn.vcf.gz contains genomic SNP data of 25 Lithuanian newborns. File named LT.Parents.vcf.gz contains genomic SNP data of 50 Lithuanian individuals, parents of newborns.
DOI: 10.6084/m9.figshare.8323160.v1
title: illumina_final_dastool_DASTool_HQ_bins.list

description: Illumina HC bins from Megahit
DOI: 10.17632/nv3rpsxhhk
title: Tennis Player Actions Dataset for Human Pose Estimation

description: The dataset comprises 4 different actions in tennis, each action has 500 images and a COCO-format JSON files.
The images in the dataset were extracted frame by frame from videos that were self-recorded, and manually classified according to different tennis actions.

The actions in this dataset, the action categories name in COCO-format is in brackets:
1. backhand shot (backhand)
2. forehand shot (forehand)
3. ready position (ready_position)
4. serve (serve)

We organize two main directories: annotations and images.
- annotations: the JSON files of the actions (COCO-format)
- images: the images of the actions (according four actions classify to four folders)

We use COCO-Annotator to annotating and categorizing human actions. And we annotate the key points are in following (refer to OpenPose's annotation): 
["nose", "left_eye", "right_eye", "left_ear", "right_ear", "left_shoulder", "right_shoulder", "left_elbow", "right_elbow", "left_wrist", "right_wrist", "left_hip", "right_hip", "left_knee", "right_knee", "left_ankle", "right_ankle", "neck"]

If you want to train to capture the tennis, you can annotate yourself.
DOI: 10.6084/m9.figshare.12185466.v1
title: Processed data for phylogenetic analysis of ancient variola virus samples

description: ## variola-phylo.tar ##tarball containing processed data used for phylogenetic analyses of ancient variola virus samples<br>aln/multiple sequence alignment and raxml-ng files for high coverage and reference genomes<br>fa/consensus genomes for lower coverage ancient variola virus genomes<br>snps-tree/SNP tables for phylogenetically informative SNPs in lower coverage ancient variola virus genomes<br><br>best/XML files from BEAST analysis<br><br>## avarv.tar.gz ##tarball with data and python code for producing figures and gene loss analysis<br><br>
DOI: 10.6084/m9.figshare.29062994.v1
title: Dataset of Chadam peatland and data compilation of northern Dataset of Chadam peatland and data compilation of northern peatlands

description: These datasets inclued:Dry bulk densities and hydraulic conductivity in Chadam peatlandDry bulk densities in northern peatlands
DOI: 10.17632/pj6d526kzm
title: PYTHON code and MATLAB code for "Multi-fidelity Meta-optimization for Nature Inspired Optimization Algorithms"

description: (version 2) We add the MATLAB version (multi-fidelity-parameter-tuning-matlab.zip) , hoping researchers who program with MATLAB will find it helpful. The structure of the MATLAB code is: 1. Algorithm (Algorithm.m): 1.1 Basic Algorithm: 1.1.1 PSO.m 1.1.2 GWO.m 2.2 Multi-fidelity Parameter Tuning: 2.2.1 FidelityControlFunction.m 2.2.2 MFOptimizedNIO.m 2.2.2.1 MFOptimizedPSO.m 2.2.3 MFMetaGWO.m 2. Cost Function: 2.1 SphereFunc.m 2.2 CEC14Func.m 2.2.1 input_data 2.2.2 cec14_func.cpp 2.2.3 cec14_func.mexw64 3. Demo: 3.1 DemoMF.m One can run demo as follows: 1. Go into project root: `/multi-fidelity-parameter-tuning-matlab` 2. Run the following command in MATLAB window: ``` DemoMF ``` One can compile CEC 2014 as follows: Run the following command to create CEC 2014 library in MATLAB: ``` mex cec14_func.cpp -DWINDOWS ``` ----------- (version 1) The python code is used in the manuscript "Multi-fidelity Meta-optimization for Nature Inspired Optimization Algorithms" submitted to "Applied soft computing". The programming environment is: Python 3.6 or higher. The folders in the package include: 1. algorithms: Basic algorithms, including base class 'Algorithm' and [CS, DE, FOA, GWO, KH, PSO, SSA, WWO, WOA]. 2. applications: An engineering application: source term estimation. 3. benchmarks: Test functions, including base class 'Benchmark', basic test functions and 'CEC2014 Benchmark Suite'. 4. demo: Examples. 5. parameter_tuning: Multi-fidelity meta-NIOs and optimized-NIOs. If you prefer using the command line to run the program, please do not forget to manually add the working directory to 'sys.path'.
DOI: 10.6084/m9.figshare.19483418.v3
title: Changes in nutrient concentration resulting from floods and their impact on the estuary-sea continuum

description: Files in this path are the survey and model data in the study titled Changes in nutrient concentration resulting from floods and their impact on the estuary-sea continuum. <br> File 2017Discharge_SSC_DHG.xls is the discharge and suspended sediment concentration data at the Datong Hydrological Station. File sample information (Appendix).xlsx include all information and data in the three cruise survey. File tide_wind_hourly.NC is a NetCDF file output by model. The data from this file are in hourly temporal resolution, including wind field, tidal elevation, temperature, salinity, and SSC in the continuum. File modeldata.NC is a NetCDF file output by flood event simulating. The data include temperature, salinity, nitrate, phosphate, and Chl-a. File modeldata_clm.NC is a NetCDF file output by an ideal numerical experiment for comparing the difference between climatological phosphate concentration and flooding scenario.
DOI: 10.6084/m9.figshare.28887401.v1
title: Spacetime Geometry as a Modulator of Quantum Coherence: A Critical Velocity Perspective.

description: We propose that quantum coherence is fundamentally constrained by spacetime geometry. The coherence length L is determined by the smaller of two scales: a system’s physical size L_system or a curvature-dependent length L_curv, derived from the Ricci scalar R (matter-rich regions) or Kretschmann scalar K (vacuum). A critical velocity v_c = h/(mL) marks the threshold between quantum and classical regimes. Case studies in neutron stars, Bose-Einstein condensates (BECs), and strained graphene validate the model, demonstrating how curvature modulates coherence.
DOI: 10.6084/m9.figshare.20152838.v1
title: TGA and DSC raw data of as extracted cellulose

description: TGA and DSC raw data of as extracted cellulose <strong>used in the manuscript titled Nanofibrillated cellulose aerogel from Khat (</strong><em><strong>Catha Edulis</strong></em><strong>) waste: fabrication and characterizations</strong>
DOI: 10.6084/m9.figshare.25557414.v1
title: Phenotypic and genotypic datasets and R scripts used for the analysis

description: The files contains all the R scripts, and phenotypic and genotypic datasets used for performing genome enabled sparse testing in Miscanthus. The phenotypes include dry weight, fresh weight and moisture content. The genotypic datasets contains 13,630 SNPs.