cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.h6u593
title: Occurrence Download

description: A dataset containing 303836 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bubo scandiacus"
 ]
}

 The dataset includes 303836 records from 261 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000245-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xs3gvk
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fagus sylvatica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((5.138168 44.122593, 5.372314 44.122593, 5.372314 44.20559, 5.138168 44.20559, 5.138168 44.122593))",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2000"
 ]
}

 The dataset includes 39 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000269-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s48n98
title: Occurrence Download

description: A dataset containing 2688 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Memphis forreri"
 ]
}

 The dataset includes 2688 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000270-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18379595
title: weecology/PortalData: 6.46.0

description: v6.46.0
DOI: 10.6084/m9.figshare.29821586.v3
title: <b>Consentimiento informado y entrevistas de actores claves: entrevistas industrias culturales y creativas en Ibarra, Ecuador.</b>

description: Este conjunto de datos reúne <b>consentimientos informados, entrevistas semiestructuradas y materiales cualitativos</b> recopilados en el marco de una investigación sobre el <b>rol de los actores clave en el desarrollo de las industrias culturales y creativas</b> en el contexto educativo y territorial de <b>Ibarra, Ecuador</b>.Los datos fueron obtenidos siguiendo criterios éticos y metodológicos rigurosos, garantizando la participación voluntaria, informada y protegida de los estudiantes involucrados. El corpus incluye documentos de autorización, transcripciones de entrevistas y registros asociados, los cuales permiten analizar procesos de <b>creatividad, apropiación cultural, interacción comunicacional y fortalecimiento de ecosistemas creativos locales</b>.Este repositorio tiene como finalidad <b>respaldar empíricamente investigaciones académicas</b>, facilitar la <b>transparencia metodológica</b>, y servir como referencia para estudios futuros en los campos de <b>educación, comunicación, cultura e industrias creativas</b>, particularmente en contextos del Sur Global.
DOI: 10.15468/dl.mfjhy9
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Typhochlaena curumim"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000274-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jtwqvb
title: Occurrence Download

description: A dataset containing 330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-3.14314 47.92128,-3.13549 47.92128,-3.12659 47.9244,-3.12474 47.92732,-3.12448 47.9313,-3.12434 47.93475,-3.13015 47.93713,-3.1382 47.93775,-3.14522 47.93575,-3.15076 47.93328,-3.15089 47.92957,-3.14825 47.92435,-3.14627 47.92249,-3.14314 47.92128))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 330 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000273-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dasyav
title: Occurrence Download

description: A dataset containing 6438453 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spatula clypeata"
 ]
}

 The dataset includes 6438453 records from 1787 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000251-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/e43t-zn05
title: "Multi-PA: A Multi-perspective Benchmark on Privacy Assessment for Large Vision-Language Models"

description: "Large Vision-Language Models (LVLMs) exhibit impressive potential across various tasks but also face significant privacy risks, limiting their practical applications. Current researches on privacy assessment for LVLMs is limited in scope, with gaps in both assessment dimensions and privacy categories. To bridge this gap, we propose Multi-PA, a comprehensive benchmark for evaluating the privacy preservation capabilities of LVLMs in terms of privacy awareness and leakage. Privacy awareness measures the model's ability to recognize the privacy sensitivity of input data, while privacy leakage assesses the risk of the model unintentionally disclosing privacy information in its output. We design a range of sub-tasks to thoroughly evaluate the model's privacy protection offered by LVLMs. Multi-PA covers 26 categories of personal privacy, 15 categories of trade secrets, and 18 categories of state secrets, totaling 31,962 samples. Based on Multi-PA, we evaluate the privacy preservation capabilities of 21 open-source and 2 closed-source LVLMs. Our results reveal that current LVLMs generally pose a high risk of facilitating privacy breaches, with vulnerabilities varying across personal privacy, trade secret, and state secret."
DOI: 10.6084/m9.figshare.22383626.v1
title: Community data from Shining a light on species coexistence: visual traits drive bumblebee communities

description: Text file of the community composition data necessary for replicating the analyses.
DOI: 10.17632/4wv4drjrtz
title: Deploying a service in a fog environment with metaheuristics

description: This source code proposes a metaheuristic-inspired service placement approach for use in a fog environment.
DOI: 10.17632/n6zdmy7m27
title: Browndye: A software package for Brownian dynamics

description: This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018) Abstract A new software package, Browndye, is presented for simulating the diffusional encounter of two large biological molecules. It can be used to estimate second-order rate constants and encounter probabilities, and to explore reaction trajectories. Browndye builds upon previous knowledge and algorithms from software packages such as UHBD, SDA, and Macrodox, while implementing algorithms that scale to larger systems. Title of program: Browndye Catalogue Id: AEGT_v1_0 Nature of problem Exploration and determination of rate constants of bimolecular interactions involving large biological molecules. Versions of this program held in the CPC repository in Mendeley Data AEGT_v1_0; Browndye; 10.1016/j.cpc.2010.07.022
DOI: 10.6084/m9.figshare.12811685.v2
title: Table 1: SB allele-specific tumor spectrum by whole-body, transposon-mediated mutagenesis in wild type mice.

description: <b>Table 1: SB allele-specific tumor spectrum by whole-body, transposon-mediated mutagenesis in wild type mice. </b>Distribution of cancer types between promoter-driven (SB-Onc3, SB-Onc2) and promoter-less (SB-Onc2.3) transposons.<b></b><br>Table for manuscript: Promoterless Transposon Mutagenesis Drives Solid Cancers via Tumor Suppressor Inactivation. 2020. Aziz Aiderus, Ana M. Contreras-Sandoval, Amanda L. Meshey, Justin Y. Newberg, Jerrold M. Ward, Deborah Swing, Neal G. Copeland, Nancy A. Jenkins, Karen M. Mann, and Michael B. Mann.
DOI: 10.6084/m9.figshare.16557021.v5
title: Avian species richness and tropical urbanization gradient: Effects of woodland retention and human disturbance

description: Dataset accompany research article 'Thaweepworadej, Phakhawat and Karl L. Evans. 2022. Avian species richness and tropical urbanization gradient: Effects of woodland retention and human disturbance. <em>Ecological Applications </em>e2586. doi: 10.1002/eap.2586' including list of bird species detected during the field surveys in the urban Bangkok region in 2018, bird survey data in the urban Bangkok region during March to July 2018, and explanatory variables (landscape configurations and ecological attributes) used for statistical analyses.<br>
DOI: 10.6084/m9.figshare.19755280.v2
title: GSE156405

description: 3 PDAC metastatic tissue samples.
DOI: 10.17632/84rp8t254b
title: The island-arc magma production rate varying along with convergence rate and subduction dip angle

description: In this study, a numerical model was developed to examine the variations in island-arc MPR due to changes in convergence rates and slab dip angles. This model accounts for multiple processes, such as slab penetration, mantle convection, slab dehydration, mantle wedge hydration and melting, as well as melting extraction. The temporal variations of island-arc MPR were examined while varying the convergence rate between 2 cm/yr and 10 cm/yr, and the slab dip angle ranging from 30° to 60°. The findings indicate the following trends: (1) As the convergence rate increases, both the mean and peak MPRs show an increase. (2) When the slab dip angle increases from 30° to 45°, both the mean and peak MPRs also increase. However, when the slab dip angle continues to increase from 45° to 60°, the mean and peak MPRs decrease. (3) The influence of dip angle on MPR is negligible compared to the impact of convergence rate on MPR.
DOI: 10.6084/m9.figshare.28955297.v1
title: Tabla 1. Factores que contribuyen a las disparidades de género en la educación.pdf

description: El siguiente artículo teórico-reflexivo tiene como objetivo conocer el impacto que las políticas de igualdad de género tienen en la educación superior en los países de Latinoamérica. Históricamente, las mujeres han recibido un trato inferior en varios ámbitos, incluyendo la educación. La igualdad de género surge como un derecho fundamental que busca velar por un trato equitativo entre hombres y mujeres, al igual que mayores oportunidades de las mujeres en estudiar, enseñar y dirigir en instituciones de educación superior. En algunos países por medio de políticas, tanto gubernamentales como propias de las universidades, se ha logrado generar un cambio en el acceso a mayores oportunidades de las mujeres en la educación superior, pero estas no han sido suficientes para lograr la igualdad de género. Aunque existe el compromiso de los países en crear políticas de igualdad de género, se deben hacer mayores esfuerzos en la evaluación del impacto de estas políticas, al igual que promover la paridad de género en todos los ámbitos de la sociedad para lograr el cambio deseado.
DOI: 10.6084/m9.figshare.19316945.v1
title: data of ijpr paper

description: Experiment result contains two tables, which are the experimental results of AGV scheduling simulation experiment 1 (different machine processing time) and simulation experiment 2 (different AGV numbers) in FMS.<br>The file of AGV parameters gives the AGV performance of the simulation experiments in this paper
DOI: 10.6084/m9.figshare.20026409.v1
title: Mechanism of Carbon Dioxide and Propylene Oxide Ring Opening Copolymerization using a Co(III)/K(I) Heterodinuclear Catalyst

description: Data to support article:<br> <strong>Insights into the Mechanism of Carbon Dioxide and Propylene Ox-ide Ring Opening Copolymerization using a Co(III)/K(I) Heterodinuclear Catalyst</strong><br> <em>Journal of the American Chemical Society</em> <em>DOI:10.1021/jacs.2c06921 </em><br> https://doi.org/10.1021/jacs.2c06921 <br> <em>Authors: Arron C. Deacy,</em><sup><em>a</em></sup><em> Andreas Phanopoulos</em><sup><em>,a</em></sup><em> Wouter LIndeboom,</em><sup><em>a</em></sup><em> Antoine Buchard</em><sup><em>b</em></sup><em> and Charlotte K. Williams</em><sup><em>a</em></sup><em>* </em> <br> <sup>a</sup>Chemistry Research Laboratory, Oxford Chemistry, 12 Mansfield Road, Oxford, OX1 3TA, UK. <br> <sup>b</sup>Department of Chemistry, Centre for Sustainable and Circular Technologies, University of Bath, Claverton Down, Bath BA2 7AY, UK <br> *Email: charlotte.williams@chem.ox.ac.uk <br> For DFT inquiries: a.buchard@bath.ac.uk<br> Description:<br> DFT optimised geometries and computed free enthalpies of local minima (intermediates) and local maxima (transition states) were used to investigate the mechanism of the alternating copolymerization reaction between molecules of propylene oxide and CO<sub>2</sub>, catalyzed by a macrocyclic heterodinuclear Co(III)/K(I) complex. <br> Protocols:<br> Gaussian16 (rev C.01) software<br> Functional: rwB97XD Solvent model: cpcm=(tetrahydrofuran,read); eps=16; epsinf=1.867 <br> Basis sets:<br> C H: 6-31+g(d,p)<br> K O N: 6-311+g(d)<br> Co: SDD ECP and basis set<br> Free enthalpies were later recomputed using Grimme quasi-harmonic approximation of Grimme, with a cut off frequency of 100 cm–1, and a temperature and concentration correction (T=323.15 K, [CHO]=9.88 mol/L). <br> On various structures, QTAIM analysis was conducted using the AIMAll package. Non-covalent interactions were analysed using the NCIPLOT 3.0 program<br> Content: - Gaussian16 rev C.02 output files - QTAIM (.wfx (input), .sumviz and .g2dviz) and NCI (.cube) output files.<br> - Summary.xyz : a file that contains all geometries computed<br> - DFT Mechanism.pdf, illustrating the calculations made and summarising the free enthalpies computed
DOI: 10.6084/m9.figshare.29146274.v3
title: 数据 .dta

description: <b>农村</b><b>作为</b><b>ctive aging as development strategy: Quantifying exercise's multidimensional poverty reduction effects</b>
DOI: 10.15468/dl.7cysbf
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Poa spiciformis (Steud.) Hauman & Parodi",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 39 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013273-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8bpzprrp4y
title: Raw data and additional plots for the paper Lying, more or less: A computer simulation study of graded lies and trust dynamics

description: May 3, 2020: These are the raw data and additional plots for the simulations described in the paper Lying, more or less: A computer simulation study of graded lies and trust dynamics It is contained in a zip archive. The folder name describes the data: XXstepsYYthresh: XX = the duration of the truth-default phase, YY = the distrust threshold (after the truth-default phase) Filename prefixes denote the various lying styles: v00: control run v01: simple lying v02: gambler's lying v03: clairvoyant lying Note: only control run and no-truth-default runs include data for variations that were omitted in the truth-default variations (inclinations to lie below 0.5 and data for biases below 0.5). Plots like the one in Figure 5 for all variations of parameters are in the folder Plots -- there is also a script to produce them. Raw data also include average credences and average trust for each step (row 1 = start, row 2: after round 1, etc). Note 2: Average credences are in multiple columns: each column denotes the average credence about the corresponding coin in the following way: If there are 11 columns, then the credences are for the whole hypothesis space (Col. 1: coin bias = 0, Col. 2: coin bias = 0.1, etc. to Col. 11: coin bias = 1). If there are 6 columns (in the majority of the cases) we only include the credences for the relevant cases, i.e. Col. 1: coin bias = 0.5, Col. 2: coin bias = 0.6, etc to Col. 6: coin bias = 1.
DOI: 10.17632/t6z7szt9bj
title: pyTDGL: Time-dependent Ginzburg-Landau in Python

description: Time-dependent Ginzburg-Landau (TDGL) theory is a phenomenological model for the dynamics of superconducting systems. Due to its simplicity in comparison to microscopic theories and its effectiveness in describing the observed properties of the superconducting state, TDGL is widely used to interpret or explain measurements of superconducting devices. Here, we introduce pyTDGL, a Python package that solves a generalized TDGL model for superconducting thin films of arbitrary geometry, enabling simulations of vortex and phase dynamics in mesoscopic superconducting devices. pyTDGL can model the nonlinear magnetic response and dynamics of multiply connected films, films with multiple current bias terminals, and films with a spatially inhomogeneous critical temperature. We demonstrate these capabilities by modeling quasi-equilibrium vortex distributions in irregularly shaped films, and the dynamics and current-voltage-field characteristics of nanoscale superconducting quantum interference devices (nanoSQUIDs).
DOI: 10.6084/m9.figshare.21305061.v2
title: LD reference for HapMap3+

description: LD reference (correlations between pairs of genetic variants) for 1,444,196 HapMap3+ variants based on European individuals of the UK biobank. Pairs of variants further than 3 cM apart are assumed to have 0 correlation.<br> And LD blocks have been defined so that correlation is 0 outside of these blocks. <br> Here, only information on variants are provided. You can download the LD matrices from G-drive at https://drive.google.com/uc?export=download&id=17dyKGA2PZjMsivlYb_AjDmuZjM1RIGvs (due to a lack of space here).
DOI: 10.6084/m9.figshare.21556365.v2
title: Ultrasensitive lateral-flow assays via plasmonically active antibody-conjugated fluorescent nanoparticles

description: <strong>Lateral flow assays (LFAs) are rapid and inexpensive, yet they are nearly 1,000-fold less sensitive than laboratory-based tests. Here, we show that plasmonically active antibody-conjugated fluorescent gold nanorods can make conventional LFAs ultrasensitive. With sample-to-answer times within 20 min, plasmonically enhanced LFAs read out via a standard benchtop fluorescence scanner attained about 30-fold improvements in dynamic range and in detection limits over four-hour-long gold-standard enzyme-linked immunosorbent assays, and achieved 95% clinical sensitivity and 100% specificity for antibodies in plasma and for antigens in nasopharyngeal swabs from individuals with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Comparable improvements in the assay’s performance can also be achieved via an inexpensive portable scanner, as we show for the detection of interleukin-6 in human serum samples and of the nucleocapsid protein of SARS-CoV-2 in nasopharyngeal samples. Plasmonically enhanced LFAs outperforming standard laboratory tests in sensitivity, speed, dynamic range, ease of use and cost may provide advantages in point-of-care diagnostics.</strong>
DOI: 10.6084/m9.figshare.27620448.v2
title: Who Faces Everyday Discrimination More: Men or Women?A Comparative Study on Social Inequalities Among Young Adults.

description: The study was conducted to understand gender differences in terms of experiencing everyday discrimination and the reasons for experiencing everyday discrimination, additionally, the study also explored whether the individual faces everyday discrimination in terms of their religion.
DOI: 10.6084/m9.figshare.29053292.v1
title: Coverage SRR5836475

description: Differential methylation
DOI: 10.6084/m9.figshare.7609193.v1
title: CA_lidar_tree_mortality

description: These data are the product of a LiDAR based tree detection algorithm (lidR) and are described in detail in the manuscript "Tree height controls mortality rate during extreme drought." The study took place in the Sierra Nevada mountains, CA and captures the crown level mortality of 1.8+ million trees from 2009-2016.
DOI: 10.17632/md59kt54jy
title: BDHerbalPlants

description: Herbal plants are naturally abundant and offers a wide range of healthy medicinal effect. These are used as remedy for many common and fatal diseases. Manually identifying these are labor intensive and requires specific knowledge. Thus, automatic identification of these plants in allow everyone to use them hence is the goal of this dataset.

This dataset holds eight of these common yet very useful medicinal herbs for people to easily classify. The eight plants included are Kalokeshi (Eclipta prostrata), Tulsi (Ocimum tenuiflorum), Thankuni (Centella asiatica), Pudina (Mentha arvensis), Pathor Kuchi (Kalanchoe pinnata), Neem (Azadirachta indica), Dhonya Pata (Coriandrum sativum) and Datura (Datura stramonium). The data is mainly for plant identification purpose, it includes field-view images of all the plants. The data are primarily collected from National Botanical Garden and other data from Kumudini Women’s Medical College. 

The “BDHerbalPlants” dataset holds 1792 raw images (as well as resized raw image) and 14336 augmented, pre-processed images of herbal plants. The raw images are further got split into 3 folders: Train, Test and Validation with corresponding ratio of 70%, 20% and 10%. Among the raw data 1251 are processed train images and keeping 187 images for validation while testing the results on 354 test data. Augmentation technique include Rotation, Scaling, Elastic Transformation, Gaussian Blur, Brightness Adjustment, Contrast Adjustment, Coarse Dropout, Horizontal Flip, Vertical Flip. 

BDHerbalPlants Dataset will help the interested researchers further use this for machine learning and deep learning task for agriculture and botany. A diverse and high-quality dataset is definitely going to be helpful for sustainable agricultural practices promoting efficiency and reducing cost.

1. Original Dataset (Raw):
 Number of datasets: 1792
 Data format: .jpg

2. Augmented Dataset:
 Number of datasets: 14336
 Data format: .jpg

3. Original Dataset Resized (Raw Resized):
 Number of datasets: 1792
 Data format: .jpg
DOI: 10.6084/m9.figshare.21627023.v6
title: 30 m Map of Young Forest Age in China

description: Young forest age mapping at a fine spatial resolution is important for increasing the accuracy of estimating land-atmosphere carbon fluxes and guiding forest management practices. In recent decades, China has actively conducted afforestation and forest protection projects, thereby, laying the foundation for the realization of carbon neutrality. However, very few datasets of the ages of young forests for the whole of China at a fine spatial resolution. The overall accuracy (OA) of the 2020 young forest age (1–31 years) map of China was 90.28%. The produced forest age map provides a basic dataset for research on the forest carbon cycle and forest ecosystem services, and important guidance for government departments.
DOI: 10.6084/m9.figshare.28334204.v1
title: eBDIMS2_ensembles_and_pathways.zip

description: This compressed folder contains all ensemble data and eBDIMS2 transition pathways (in PDB format), together with results from ensemble Principal Component Analysis (PCA), that we used for our eBDIMS2 benchmark dataset