cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/g86xjp5pbv.1
title: Dataset of above and below ground traits assessed in Durum wheat cultivars grown under Mediterranean environments differing in water and temperature conditions

description: The focus of this data is to provide raw information that was used to elaborate the research article entitled “Durum wheat ideotypes in Mediterranean environments differing in water and temperature conditions”, which aims to define specific durum wheat ideotypes according to their responses to different agronomic conditions. In this context, six modern (i.e. post green revolution) genotypes with contrasting yield performance (i.e. high vs low yield) were grown during two consecutive years under different treatments: (i) winter planting under support-irrigation conditions, (ii) winter planting under rainfed conditions, (iii) late planting under support-irrigation. Different traits were assessed to inform about water status, root performance, phenology, nitrogen status/photosynthetic capacity, crop growth, grain yield and agronomic yield components.
DOI: 10.5281/zenodo.5518039
title: Data Set for Calculating Social Media Rating in Assam Assembly Election 2021

description: This data set contains the data used for calculating the Social Media Rating (SMR) of selected political parties and party presidents contesting the Assam Assembly Election 2021.
DOI: 10.5281/zenodo.5518038
title: Data Set for Calculating Social Media Rating in Assam Assembly Election 2021

description: This data set contains the data used for calculating the Social Media Rating (SMR) of selected political parties and party presidents contesting the Assam Assembly Election 2021.
DOI: 10.17632/wwtvpsdb5k.1
title: [DCE] Pilot experiment results Consumers' preferences and WTP for personalised nutrition

description: Results of the pilot experiment (N=40) carried out in Consumers' preferences and WTP for personalised nutrition (https://doi.org/10.1007/s40258-021-00647-3)
DOI: 10.17632/jxfd4gdfht.1
title: Research Paper About Asprosin and Breast Cancer

description: Asprosin and Breast Cancer
DOI: 10.17632/z36hbjhkdy.1
title: Measuring Financial Inclusion: A State-Wise Impact Analysis of India’s National Mission on Financial Inclusion

description: This dataset contains data for 'Measuring Financial Inclusion: A State-Wise Impact Analysis of India’s National Mission on Financial Inclusion'.
This dataset contains 3 files where the individual dimensional scores are calculated, and a FIS Calculation file which combines the three dimensions into one comprehensive value.


Purpose: This study aims to calculate the level of financial inclusion across India’s states/ UTs and Union Territories from 2011 to 2019, to quantify the impact of India’s National Mission on Financial Inclusion (Pradhan Mantri Jan Dhan Yojana) which was launched in 2014. 
Approach: We utilise the Index of Financial Inclusion, which has 3 dimensions- Banking Penetration, Banking Services Availability and Banking Services Usage, comprised of sub-dimensions to capture various individual indicators of financial inclusion. This allows us to factor in the various aspects of financial inclusion into one score, which can then be used for empirical studies.
Findings: We find that the National Mission on Financial Inclusion (PMJDY) has been able to accelerate the growth of financial inclusion in India, and as of 2019, 24 of India’s 31 states/UTs, considered in this paper, have been able to achieve High Financial Inclusion, with the remaining 7 achieving Medium Financial Inclusion. This represents a significant improvement over the state of financial inclusion in 2011.
Originality: We have enhanced the Index of Financial Inclusion used in previous studies to include additional indicators of financial inclusion based on existing literature. The application of the measurement framework to quantify the impact of India’s National Mission of Financial Inclusion is original. The financial inclusion scores have been calculated over an extended period from 2011 to 2019.
DOI: 10.17632/8fg5jhp9pc.2
title: Examining Pedagogical Translanguaging: A Systematic Review of the Literature

description: Corpus of citations used for analysis in the systematic literature review on pedagogical translanguaging.
DOI: 10.17632/k4knrkpmxx.1
title: Code for Dissertation 

description: This set contains the code, parameter files, test problems and necessary packages to compile and run the programs used for evaluations within the dissertation on an ubuntu 20.04 distribution.
DOI: 10.17632/fpjpznrbt2.2
title: network simulation algorithms

description: Algorithms used for simulating diffusion models on synthetic and real-world networks
DOI: 10.17632/946j6tbjb9.1
title: Data for bremsstrahlung double differential cross sections of C and Al atoms by 5-25 keV electron impact

description: Absolute measurements of the bremsstrahlung double differential cross sections (DDCSs) for photons radiated at 90 degrees generated by the collisions of 5-25 keV electrons and down to 1-2 keV photon energy with two thin targets C (Z=6) and Al (Z=13) have been performed by Ling Li et al. and published in Nuclear Instruments and Methods in Physics Research B 506 (2021) 15-22.
Our experimental scaled DDCSs, which were used to plot Figures 6 and 7 in Nuclear Instruments and Methods in Physics Research B 506 (2021) 15-22, are given in the following tables:
Elements: C and Al
Incident electron energies: 5, 10, 15, 20, 25 keV
The first column: κ, the ratio of the energy of the bremsstrahlung photon to the energy of the incident electron
The second column: Sigma-exp, experimental scaled bremsstrahlung double differential cross sections, unit: mb/sr
The third column: Uncertainty of Sigma-exp, unit: mb/sr
DOI: 10.17632/gzdhnstj6j.1
title: Data_Person_centered_Study

description: Data for the study on longitudinal pathways of early numerical abilities in preschool, their associated cognitive and environmental correlates and their relation to subsequent mathematics achievement in primary school
DOI: 10.17632/dc5s4ymvjb.1
title: Analytical Modeling and Experimental Study of Flexible Pavement and modified Asphalt Mixture

description: Data Description: 
1. Analytical Modeling of Flexible Pavement Systems: Two Identical flexible pavement cross-sections with variation in the thickness of the structural layer (binder layer) were studied. Pavement surface and binder layers characterize by elastic modulus at low and high temperatures in tropical regions; the application of two standard axles load groups of dual-wheel 80 kN and 160 kN.;  and the computation of pavement responses and critical failure modes.
2. Experimental Study of modified asphalt mixture using rubber particles to replace asphalt binder in aggregate form was studied. 
Findings of both work activities data are gathered for accessibility.
DOI: 10.17632/7rv4czkykr.1
title: Philaenus spumarius and other meadow spittlebugs in Trentino. Italy

description: This  dataset is associated with the article "Occupancy and detection of agricultural threats: the case of Philaenus spumarius, European vector of Xylella fastidiosa"  by the same authors published in  JOURNAL 2021 .   The data about  Philaenus spumarius  and other co-occurring species were collected in Trentino, Italy,  during the spring and summer  2018 in olive orchards and vineyards.  Here are provided the raw data, some preprocessed data and  the R codes that we used for  the analysis  presented in the publication.  Please refer to  the above mentioned article  for more details.

List of  files:

samplings.xlsx                            original dataset of field sampling (Sheet: survey),  site coordinates and info (sheet: info site)  and  metadata (sheet: legenda)
counts_per_site.csv                     occupancy abundance dataframe for p. spumarius
philaenus_occupancy_data.csv     occupancy presence dataframe for p. spumarius 
sites.cov.csv                                  site covariates for occupancy model
observation.cov.csv                      observation covariates for occupancy mode
Rcode.zip                                     commented code and data in R format to run occupancy models for P. Spumarius
DOI: 10.17632/9mtcx3jnxz.3
title: Mapping of rare bryophyte species distribution 

description: Mapping of rare bryophyte species distribution in Canadian boreal forests at 30m spatial resolution. Derived from remote sensing-based Ensembles of Small Models. The first capital letter of each name indicates the bryophyte guild to which the species belongs (L, liverwort; M, moss; S, sphagna).
DOI: 10.17632/fzp5wx28kw.1
title: Useful energy of LiNiMnCoO2 2600 mAh cells (from SOH =100% to SOH=80%)

description: The dataset contains the results of aging measurements of 23 lithium-ion cells (NMC with a rated capacity of 2600 mAh and rated voltage of 3.63 V) operating under various load and temperature conditions during full equivalent cycle (FEC).  The data shows the influence of the cyclic operation parameters (average cell temperature during full cycle, discharging current, depth of discharge, average charging current and performed FECs) on degradation of relative useful energy cycle by cycle.
Use of this data for publication purposes should include reference to the following article that describe the experiments conducted for generating the data:
Damian Burzyński
"Useful Energy Prediction Model of a Lithium-ion Cell Operating at Various Duty Cycles" 

If you have any questions about the dataset, please contact (e-mail: damian.burzynski@put.poznan.pl)
DOI: 10.17632/69tvkst9ct.1
title: SARS-CoV-2 integral membrane proteins shape the serological responses of COVID-19 patients_Martin et al.

description: This Excel-format table includes clinical data (i.e. socio-demographic information, underlying medical conditions, history of symptoms back to January 2020, and history of COVID-19 diagnosis) and raw data concerning our serological assay.
DOI: 10.17632/d399ptn3gv.1
title: Simulated soil moisture and planting material health on the behaviour of Cosmopolites sordidus, Germar (Coleoptera: Curculionidae)

description: study  to confirm the inherent fecundity of Ghana weevils, soil moisture effect and planting material health status that may contribute to weevil behaviour
DOI: 10.17632/yx82mv9dts.1
title: Comparison of Autistic Individuals Who Engage in  Self-Injurious Behavior, Aggression, and Both Behaviors

description: Data for E2 and E2a data.  See pdf questionnaires
DOI: 10.17632/t7rxyhfrp8.1
title: Mass spectrometry based metabolomics of early postnatal pig hearts

description: This data set includes the abundance of metabolites from pig heart tissue using Targeted Liquid Chromatography Tandem Mass Spectrometry. Both the positive and negative ionization mode were used for the metabolites detection.  The targeted metabolites can cover more than 300 metabolites from >35 metabolic pathways.
DOI: 10.17632/797wsfgppy.1
title: Leadership_research_data

description: Quantitative data regarding students' CSCL behaviors, outcomes, and perceptions.
DOI: 10.17632/zfhhtcj44c.1
title: PROTOUCH-KANSEI

description: This dataset contains the data used in the article "Exploring visual and tactile perception of plastic textures for car interiors: A Kansei Engineering approach", currently submitted to the Journal "Materials & Design"
DOI: 10.17632/g2jsfkyprd.3
title: Supplementary Figure S2

description: Supplementary Figure S2. Magnified reflectance confocal microscopy image of a nodular basal cell carcinoma. The reflectance confocal microscopy demonstrates highly refractive collagen bundles (white arrow), tumor with peripheral palisading orthogonal to the tumor edge (white asterisk), tumor clefting (yellow arrow), and inflammatory cells (red circles).
DOI: 10.17632/zy7cwdvx3f.1
title: Allais_SubjectiveProbabilities

description: This is the data used in the paper Ostermair, Christoph (2021) "An Experimental Investigation of the Allais Paradox with Subjective Probabilities and Correlated Outcomes".
DOI: 10.17632/bg4bvx2g7p.1
title: KRT6A SNP and AD Longitudinal Data

description: This data set contains subject-level information on KRT6A SNPs with minor allele frequencies of at least 5%. Baseline covariates, including age at onset, sex, and race, as well as outcome data reflecting atopic dermatitis persistence are available.
DOI: 10.17632/v3n2dzt8st.1
title: SARS-CoV-2 variants samples

description: SARS-CoV-2 sequencing files for deidentified patient samples included in the submitted paper "A Multiplex PCR Assay for Identifying All Major SARS-CoV-2 Variants"
DOI: 10.17632/tpjcr237pz.1
title: Linares et al, Molecular Cell 2021

description: The interferon (IFN) pathway is critical for cytotoxic T cell activation, which is central to tumor immunosurveillance and successful immunotherapy. We demonstrate here that PKCl/i inactivation results in the hyper-stimulation of the IFN cascade and the enhanced recruitment of CD8+ T cells that impaired the growth of intestinal tumors. PKCl/i directly phosphorylates and represses the activity of ULK2, promoting its degradation through an endosomal microautophagy-driven ubiquitin-dependent mechanism. Loss of PKCl/i results in increased levels of enzymatically active ULK2 that by direct phosphorylation activates TBK1 to foster the activation of the STING-mediated IFN response. PKCl/i inactivation also triggers autophagy that prevents STING degradation by chaperone-mediated autophagy. Thus, PKCl/i is a hub regulating the IFN pathway and three autophagic mechanisms that serve to maintain its homeostatic control. Importantly, single cell multiplex imaging and bioinformatics analysis demonstrated that low PKCl/i levels correlate with enhanced IFN signaling and good prognosis in colorectal cancer patients.
DOI: 10.17632/2p9kgwvc9t.1
title: Dataset "Co-creation of value and customer experience". Sustainability

description: This research seeks to provide a deeper understanding of the personal characteristics that influence the value co-creation process, and following [8,9], knowledge, creativity, and connectivity are proposed as antecedents of value co-creation. The research questions addressed are: 
What effect does value co-creation have on the customer experience? 
What are the customer-owned resources that motivate the co-creation of value?
DOI: 10.15139/s3/qzubht
title: MTurk Sleep Attitudes, Sleep Hygiene, Sleep Outcomes

description: Data from an MTurk collected study used to examine how gender moderates the relationship between sleep attitudes, sleep hygiene and sleep outcomes.
DOI: 10.6084/m9.figshare.14977638
title: Data supporting Francis and Wilkins (2021) Testing the strength and direction of selection on vocal frequency using metabolic scaling theory

description: This dataset supports the following publication:<br>Francis, C.D & Wilkins, M.R. 2021. Testing the strength and direction of selection on vocal frequency using metabolic scaling theory. Ecosphere.<br>Included are two files: "Francis&Wilkins_Data.csv" are the data supporting the results of the paper and "Francis&Wilkins_README.txt" provides descriptions of the dataset.<br>Below is an abstract from the paper:A major challenge for studies assessing drivers of phenotypic divergence is the statistical comparison of taxa with unique, often unknown, evolutionary histories, and for which there are no clear expected trait values. Because many traits are fundamentally constrained by energy availability, we suggest that trait values predicted by scaling theories such as the metabolic theory of ecology (MTE) can provide baseline expectations. Here, we introduce a metabolic scaling-based approach to test theory involving the direction and magnitude of ecological and sexual selection, using vocal frequency as an example target of selection. First, we demonstrate that MTE predicts the relationship between the natural log of body size and natural log of vocal frequency across 795 bird species, controlling for phylogeny. Family-wide deviations in slope and intercepts from MTE estimates reveal taxa with potentially important differences in physiology or natural history. Further, species-level frequency deviations from MTE expectations are predicted by factors related to ecological and sexual selection and, in some cases, provide evidence that differs from current understanding of the direction of selection and identity of ecological selective agents. For example, our approach lends additional support to the findings from many cross-habitat studies that suggest that dense vegetation selects for lower frequency signals. However, our analysis also suggests that birds in non-forested environments vocalize at frequencies higher than expected based on MTE, prompting intriguing questions about the selective forces in non-forest environments that may act on vocal frequency. Additionally, vocal frequency deviates more strongly from MTE expectations among species with smaller repertoires and those with low levels of sexual dichromatism, complicating the use of these common sexual selection surrogates. Broad application of our metabolic scaling approach might provide an important complementary approach to understanding how selection shapes phenotypic evolution by offering a common baseline across studies and taxa, and providing the basis to explore evolutionary tradeoffs within and among multicomponent and multimodal traits.<br>
DOI: 10.15482/usda.adc/1523137
title: Agricultural land use by field: Upper Mississippi River Basin 2010-2020
DOI: 10.5281/zenodo.5518064
title: MIRA-Datasets: Datasets from Metrics for Intercomparison of Remapping Algorithms

description: The Metrics for Intercomparison of Remapping Algorithms (MIRA) project provides the Python drivers for the intercomparison study to enable the computation of metrics for different remapping algorithms of interest in ESM. The dataset repository contains three groups of artifacts: the original test cases used in the study and the output metrics data from four different remapping algorithms, along with some helpful scripts to compare the metrics data. Details are provided below. All of the input meshes, sampled reference data on the meshes for several uniformly refined resolutions, and regionally refined cases are contained within the <code>Meshes</code> directory. The uniformly refined meshes for Cubed-Sphere (CS), polygonal quasi-uniform MPAS and Regular Latitude-Longitude (RLL) meshes along with sampled field data for five different fields are provided in <code>Meshes/UniformlyRefined/</code> directory. The regionally refined meshes for CS and MPAS meshes around continental-US (CONUS) region with the sampled reference field data is available under <code>Meshes/RegionallyRefined</code> directory. The input meshes provided under <code>Meshes</code> directory were used to perform a remapping intercomparison study that analyzed the key numerical metrics to gain better insight into the behavior of remapping algorithms, and to compare several key properties under a unified framework. Four different remapping algorithms were considered in this study. Earth System Modeling Framework (ESMF) Regrid TempestRemap high-order conservative maps Generalized Moving-Least-Squares (GMLS) algorithm A variation with the Clip-And-Assured-Sum (CAAS) algorithm to enforce bounds preservation Weighted-Least-Squares Essentially Non-oscillatory Remap (WLS-ENOR) scheme The metrics data collected for each of the cases and remapping algorithms are stored under the <code>MetricsData</code> directory. The metrics CSV files include details about: Error convergence data in global norms $L_1, L_2, L_{\inf}, H_1$ and $\left|H_1\right|$ Global bounds preservation for determining monotonicity Local feature preservation through repeated remapping cycles Grid independence by using test cases with different mesh types and (uniformly refined/regionally refined) resolutions A set of helpful Python scripts have also been provided to easily compare different aspects of the metrics data to gain more insight into the behavior of the remapping algorithms. These are under <code>Scripts</code> directory.
description: Github repository: https://github.com/CANGA/MIRA-Datasets
DOI: 10.6084/m9.figshare.16649443
title: PSCC 2022 - Data Sharing.docx

description: These are the parameters of the power plants investigated in the article titled "Novel Time-Domain Equivalent Model for Harmonic Predictions of Wind and Photovoltaic Plants."
DOI: 10.6084/m9.figshare.16649443.v1
title: PSCC 2022 - Data Sharing.docx

description: These are the parameters of the power plants investigated in the article titled "Novel Time-Domain Equivalent Model for Harmonic Predictions of Wind and Photovoltaic Plants."
DOI: 10.5063/2z13zw
title: Waiting times to invasion of gypsy moth for 5 by 5 km quadrats across the gypsy moth U.S. invasive range

description: This dataset contains information regarding the date of gypsy moth first observation and subsequent invasion for 12,001 5 by 5 km quadrats across the gypsy moth transition zone (from North Carolina to Minnesota). These data were used to assess the role of environmental and anthropogenic variables in gypsy moth invasive spread.
DOI: 10.5063/z60mgx
title: Environmental and anthropogenic characteristics of 5 by 5 km quadrats along the gypsy moth U.S. invasive range

description: This dataset contains environmental characteristics and anthropogenic information for 12,001 5 by 5 km quadrats across the gypsy moth transition zone (from North Carolina to Minnesota). These data were used to assess the role of these variables in gypsy moth invasive spread.
DOI: 10.6084/m9.figshare.16649515
title: Data Turing Test

description: Dataset
DOI: 10.6084/m9.figshare.16649515.v1
title: Data Turing Test

description: Dataset
DOI: 10.5281/zenodo.5518059
title: Comparable respiratory activity in attached and suspended human fibroblasts

description: Zdrazilova L, Hansikova H, Gnaiger E (2021) Comparable respiratory activity in attached and suspended human fibroblasts. MitoFit Preprints 2021.7. doi:10.26124/mitofit:2021-0007 All respirometric data are expressed in SI units and are made available here Open Access.
description: This work was partially funded by the European Union's Horizon 2020 research and innovation programme under grant agreement No. 859770, NextGen-O2k project, and by Institutional project GAUK110119. Contribution to COST Action CA15203 MitoEAGLE with financial support of Short-Term Scientific missions (LD).
description: {"references": ["Zdrazilova L, Hansikova H, Gnaiger E (2021) Comparable respiratory activity in attached and suspended human fibroblasts. MitoFit Preprints 2021.7. doi:10.26124/mitofit:2021-0007"]}
DOI: 10.5281/zenodo.5518058
title: Comparable respiratory activity in attached and suspended human fibroblasts

description: Zdrazilova L, Hansikova H, Gnaiger E (2021) Comparable respiratory activity in attached and suspended human fibroblasts. MitoFit Preprints 2021.7. doi:10.26124/mitofit:2021-0007 All respirometric data are expressed in SI units and are made available here Open Access.
description: This work was partially funded by the European Union's Horizon 2020 research and innovation programme under grant agreement No. 859770, NextGen-O2k project, and by Institutional project GAUK110119. Contribution to COST Action CA15203 MitoEAGLE with financial support of Short-Term Scientific missions (LD).
description: {"references": ["Zdrazilova L, Hansikova H, Gnaiger E (2021) Comparable respiratory activity in attached and suspended human fibroblasts. MitoFit Preprints 2021.7. doi:10.26124/mitofit:2021-0007"]}
DOI: 10.6084/m9.figshare.16649536
title: Data delay experiment

description: Dataset
DOI: 10.6084/m9.figshare.16649536.v1
title: Data delay experiment

description: Dataset
DOI: 10.6084/m9.figshare.16649542
title: Data stochastic optimal control

description: Dataset
DOI: 10.6084/m9.figshare.16649542.v1
title: Data stochastic optimal control

description: Dataset
DOI: 10.6084/m9.figshare.16649545
title: Data sensory augmentation

description: Dataset
DOI: 10.6084/m9.figshare.16649545.v1
title: Data sensory augmentation

description: Dataset