cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/lwqbsf
title: A quantitative method for measuring the relationship between an objective endpoint and patient reported outcome measures

description: Hypothetical clinical dataset to support the manuscript entitled "A quantitative method for measuring the relationship between an objective endpoint and patient reported outcome measures"
DOI: 10.7910/dvn/qliaxa
title: A15_28505.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/156c2e49-654b-4f23-8689-903dcf289594'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/156c2e49-654b-4f23-8689-903dcf289594
DOI: 10.7910/dvn/rfecvh
title: Replication Data for: The Policy Basis of Measured Partisan Animosity in the United States

description: Understanding and addressing the consequences of partisan animosity requires knowledge of its foundations. To what extent is animosity between partisan groups motivated by dislike for partisan outgroups per se, policy disagreement, or other social group conflicts? In many circumstances, including extant experimental research, these patterns are observationally equivalent. In a series of vignette evaluation experiments, we estimate effects of shared partisanship when additional information is or is not present, and we benchmark these effects against shared policy preference effects. Partisanship effects are about 71% as large as shared policy preference effects when each is presented in isolation. When an independently randomized party and policy position are presented together, partisanship effects decrease substantially, by about 52%, whereas policy effects remain large, decreasing by about 10%. These results suggest that common measures of partisan animosity may capture programmatic conflict more so than social identity-based partisan hostility.
description: This dataset underwent an independent verification process that replicated the tables and figures in the primary article. For the supplementary materials, verification was performed solely for the successful execution of code. The verification process was carried out by the Odum Institute for Research in Social Science at the University of North Carolina at Chapel Hill. 
<br>
The associated article has been awarded Open Materials and Open Data Badges. Learn more about the Open Practice Badges from the Center for Open Science.<br>
DOI: 10.15468/dl.a2mck5
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rena segrega (Klauber, 1939)"
 ]
}

 The dataset includes 71 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010421-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.8pk0p2nzj
title: RNA-seq data for embryonic chicken wings series treated with sonidegib

description: The morphological intricacies of avian feathers make them an ideal model
 for investigating embryonic patterning and morphogenesis. In particular,
 the sonic hedgehog (Shh) pathway is an important mediator of feather
 outgrowth and branching. However, functional in-vivo evidence regarding
 its role during feather development remains limited. Here, we demonstrate
 that an intravenous injection of sonidegib, a potent Shh pathway
 inhibitor, at embryonic day 9 (E9) temporarily produces striped domains
 (instead of spots) of Shh expression in the skin, arrests morphogenesis,
 and results in unbranched and non-invaginated feather buds — akin to
 proto-feathers — in embryos until E14. Although feather morphogenesis
 partially recovers, hatched treated chickens exhibit naked skin regions
 with perturbed follicles. Remarkably, these follicles are subsequently
 reactivated by seven weeks post-hatching. Our RNA-sequencing data and
 rescue experiment using Shh-agonism confirm that sonidegib specifically
 down-regulates Shh pathway activity. Overall, we provide functional
 evidence for the role of the Shh pathway in mediating feather
 morphogenesis and confirm its role in the evolutionary emergence and
 diversification of feathers.  
description: Following treatment with either sonidegib or DMSO, entire wings
 were dissected from embryos at E10, E11, E12 and E13, placed into TRIzol
 (Sigma-Aldrich) and stored at -80°C. Four biological replicates were
 acquired for each treatment at each stage. RNA was extracted with the
 Direct-zol RNA Miniprep Kit (Zymo Research). RNA-seq (Illumina TruSeq
 stranded mRNA- NovaSeq 6000 100 PE [paired-end] with 40M reads) was
 undertaken by Macrogen Europe (Amsterdam, The Netherlands).
description: # RNA-seq data for embryonic chicken wings series treated with sonidegib
 [https://doi.org/10.5061/dryad.8pk0p2nzj](https://doi.org/10.5061/dryad.8pk0p2nzj) ## Description of the data and file structure Embryonic chicken wings were dissected at embryonic days E10, E11, E12 and E13, following treatment at E9 with either sonidegib (sonid) or DMSO (control).  Four biological replicates were used for each treatment at each embryonic stage.  Bulk RNA-sequencing was used to generate paired reads for each sample.
DOI: 10.5061/dryad.k6djh9whn
title: Polarimetric peanut drone images of peanut crop infected with leaf spot

description: This dataset contains polarization-based aerial imagery and plot-level
 phenotypic measurements collected to evaluate the relationship between
 leaf spot severity and polarization signatures in peanut (Arachis
 hypogaea). The study was conducted at two North Carolina research
 stations—the Upper Coastal Plain Research Station (UCPRS) and the Peanut
 Belt Research Station (PBRS)—using an automated drone imaging system
 developed by North Carolina State University. A Lucid Triton camera
 equipped with a Sony IMX250MZR polarization-sensitive CMOS sensor was
 mounted on a UAV to acquire Stokes vector–derived Degree of Linear
 Polarization (DOLP) and S0 intensity images over peanut breeding trials.
 The research goal was to determine whether DOLP values increase with the
 severity of leaf spot, a major foliar disease affecting peanut production.
 Raw DOLP and S0 imagery from each location is provided alongside an Excel
 file containing expert-assigned leaf spot visual scores, plot-level mean
 DOLP values, and RGB-based defoliation metrics. Together, these data
 enable assessment of polarization-based disease detection, validation
 against breeder scoring, and integration with conventional RGB phenotyping
 approaches. This dataset supports further investigation into remote
 sensing of foliar disease, development of machine learning methods for
 automated severity estimation, and refinement of polarization imaging
 workflows for plant health diagnostics.
description: This data set was collected using a custom-fitted drone with a
 Sony IMX250MZR polarization-sensitive sensor. Field trials were held where
 the peanut was infected with leaf spot and scored in accordance with the
 traditional Modified 9-Point Scale. This protocol allowed us to develop
 this data set, which associates polarization intensity with infection of
 the peanut.
description: # Polarimetric peanut drone images of peanut crop infected with leaf spot
 Dryad DOI: https://doi.org/10.5061/dryad.k6djh9whn This contains the raw
 data from the paper "Drone-Based Polarization Imaging System for Leaf
 Spot Severity Determination in Peanut Plants" by Larsen, Dunne,
 Austin, Newman, and Kudenov. The file "PlotData.xlsx" contains
 all the raw plot data from the field trials. This file contains two
 sheets, one for the UCPS and one for the PBRS locations. Each sheet has
 four columns: The first is the plot number at the field, the second is the
 visual score associated with the plot, the third is the mean DOLP value,
 and the fourth is the RGB Defoliation for the plot. The
 PolarizationProcessingCode folder includes all the MATLAB scripts and .mat
 data files used to process images from the Triton camera. The .mat file
 includes the coefficient of determination for each pixel that was
 characterized. Each .zip file contains the raw images from the final
 polarization drone imaging session: * PBRS_Images.zip * UCPRS_Images.zip
DOI: 10.15468/4sn6qv
title: A new species of the genus Conostigmus Dahlbom 1858 (Hymenoptera: Ceraphronoidea: Megaspilidae) from India

description: This dataset contains the digitized treatments in Plazi based on the original journal article Ghosh, Amit Kumar, Kumar, Vikas, Rameshkumar, Anandhan, Tyagi, Kaomud (2025): A new species of the genus Conostigmus Dahlbom 1858 (Hymenoptera: Ceraphronoidea: Megaspilidae) from India. Zootaxa 5717 (4): 593-599, DOI: 10.11646/zootaxa.5717.4.9, URL: https://doi.org/10.11646/zootaxa.5717.4.9AbstractA new species, Conostigmus khonomaensis sp. nov., is described from Nagaland, India. Two male specimens were collected by yellow pan traps from the Khonoma village in Nagaland. Moreover, this is the second species of the genus Conostigmus reported from India. An identification key to the two Indian species of Conostigmus is also provided.
DOI: 10.15468/dl.gec2me
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acanthocephalus lucii",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 127 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004233-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.h70rxwdvg
title: Raw image of the thickness of twins under quasi-static and dynamic deformation

description: Growth characteristics of deformation twins are investigated in a
 CrMnFeCoNi alloy. The twin thickness of CrMnFeCoNi deformed under
 different strain rates was examined using multiple high-resolution TEM
 (HR-TEM) micrographs. The results show the effects of grain size and
 strain rate on twin thickness, which should be considered in constitutive
 modeling of mechanical properties of HEAs. It should be noted that any
 reuse of the data must adhere to legal and ethical standards.
description: # Raw image of the thickness of twins under quasi-static and dynamic
 deformation
 [https://doi.org/10.5061/dryad.h70rxwdvg](https://doi.org/10.5061/dryad.h70rxwdvg) ## Description of the data and file structure We count the twin thickness by counting atomic layers from HRTEM images, thus the twin thickness can be precisely determined.   ### Files and variables #### File: raw\_images.zip **Description:** Raw images for Fig.S6 and Fig.3. Note: The file of 4 um-1x10^-3 s^-1 is data file for 4 μm-1×10-3 s-1, The file of 4 um-5x10^3 s^-1 is data file for 4 μm-5×103 s-1, The file of 92 um-1x10^-3 s^-1 is data file for 92 μm-1×10-3 s-1, The file of 92 um-5x10^3 s^-1 is data file for 92 μm-5×103 s-1. ## Access information NA
DOI: 10.5061/dryad.t4b8gtjc4
title: Evolution of trust in the N-player trust game with transformation incentive mechanism

description: Trust game is commonly used to study the evolution of trust among
 unrelated individuals. It offers valuable insights into human interactions
 in a variety of disciplines, including economics, sociology, and
 psychology. Previous research has revealed that reward and punishment
 systems can effectively promote the evolution of trust. However, these
 investigations overlook the gaming environment, leaving unresolved the
 optimal conditions for employing distinct incentives to facilitate trust
 level effectively. To bridge this gap, we introduce a transformation
 incentive mechanism in an N-player trust game, where trustees are given
 different forms of incentives depending on the number of trustees in the
 group. Using the Markov decision process approach, our research shows that
 as incentives increase, the level of trust rises continuously, eventually
 reaching a high level of coexistence between investors and trustworthy
 trustees. Specifically, in the case of smaller incentives, rewarding
 trustworthy trustees is more effective. Conversely, with larger
 incentives, punishing untrustworthy trustees is of greater efficacy.
 Furthermore, we find that moderate incentives positively influence the
 average payoff within the group.
description: We use MATLAB to numerically compute the evolutionary dynamics of
 the system.
description: # A graphics code to plot phase diagrams
 [https://doi.org/10.5061/dryad.t4b8gtjc4](https://doi.org/10.5061/dryad.t4b8gtjc4) The dataset shows the data in Figure 1 of the related research paper. Figure 1 is of the type of a phase diagram, which depicts the evolutionary dynamics of investors, trustworthy trustees, and untrustworthy trustees, without incentive in a finite population. The dataset contains data on the computation of stationary distributions of Figure 1. ## Description of the data and file structure These phase diagrams in our main text can be obtained through the provided Matlab code. ### Code/Software Matlab **Description:** The main code file is "threemain722", its function is to calculate the stationary distribution and the gradient of selection which are the main components of the phase diagram. In addition, the code file "nchoosek_optimized" is an improved version of Matlab's own function "nchoosek", which is used to compute combinatorial numbers and is slightly faster than "nchoosek". Finally, the code file "quiverc" performs a colour mapping function on the gradient of selection. Furthermore, the code file "quiverc" is referenced as follows: Bertrand Dano. Quiverc ([https://www.mathworks.com/matlabcentral/fileexchange/3225-quiverc](https://www.mathworks.com/matlabcentral/fileexchange/3225-quiverc)), MATLAB Central File Exchange.
DOI: 10.7910/dvn/0mwxkd
title: Replication Data for: How Threats of American Withdrawal from NATO Affect European Public Attitudes towards Defense

description: Replication file created by Hannah Jakob Barrett. The data and code replicate all statistical results reported in the paper and appendix. The code assumes that the main directory is called "C:/Your File Path/jakobbarrett_data_for_replication.csv." 
To replicate results, the user should set their own working directory, corresponding to the path where the CSV file is stored.
DOI: 10.5281/zenodo.18407543
title: Supplementary material of Identification and prediction of photoplasticity in semiconductors using feature engineering and machine learning

description: This dataset represents supporting data for the paper entitled Identification and prediction of photoplasticity in semiconductors using feature engineering and machine learning.
DOI: 10.5281/zenodo.18407542
title: Supplementary material of Identification and prediction of photoplasticity in semiconductors using feature engineering and machine learning

description: This dataset represents supporting data for the paper entitled Identification and prediction of photoplasticity in semiconductors using feature engineering and machine learning.
DOI: 10.15468/dl.xbv78v
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Andracantha phalacrocoracis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004235-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.31zcrjdxp
title: Assessing declines in the distributions of widespread species using community science observations

description: Changes in species distributions can be early indicators of decline.
 Identifying species’ declines early can allow for pro-active conservation
 efforts, which are more likely to be successful and be more cost-effective
 than “crisis management” efforts begun after a species is endangered or
 threatened with extinction. Here we investigate the changes in the
 distributions of 94 widespread species in Texas to identify species
 declines and patterns of decline (or expansion) across ecoregions. We
 compared a large, community science dataset (iNaturalist) of observational
 records with the historical record of amphibian and reptile distributions.
 We also developed a method to control for observational bias in our
 community science data. We found 29% of 94 widespread species exhibited
 declining distributions across primarily four ecoregions, and 91.5% of
 counties included in our analysis, which represent 50.8% of all Texas
 counties, hosted fewer widespread amphibian and reptile species than
 observed historically. The identification of distributional declines in
 widespread species is important for the conservation of those taxa but can
 also be an indicator of stressors affecting closely related rare or
 endemic species or other species in the same ecoregion.
description: We used the search tools on iNaturalist to download the fields
 that were needed for our research. We identified the county within Texas
 that the observation was made and then removed the original lat/long
 because in some cases the information was sensitive.
description: # Assessing declines in the distributions of widespread species using
 community science observations
 [https://doi.org/10.5061/dryad.31zcrjdxp](https://doi.org/10.5061/dryad.31zcrjdxp) ## Description of the data and file structure Column A is the iNaturalist observation identification number and can be used to search each observation on their website Column B is the date in which the observation was made in month/day/year format Column C is the Texas county that the observation was made in Column D is the iNaturalist taxonomic assignment for each observation ## Code/software The files were made in microsoft excel and word but should be readable in most spreadsheet or word processing software. ## Access information Data was derived from the following sources: * Data was derived from iNaturalist.com
DOI: 10.15468/dl.uajzgp
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glycaspis brimblecombei",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 131 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004236-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.k98sf7mhp
title: Selective electrocatalytic CO2 to methane and acetate on Cu3N-NaN3-EDA nanoparticles

description: Development of efficient catalysts made of earth abundant elements gains
 great attention of the scientific community. Herein, we report on the
 preparation, the surface functionalization of Cu3N nanoparticles and their
 use as catalyst for CO2 reduction reactions. Cu3N cubic nanoparticles,
 sized of 14.4 ± 2 nm, were synthesized using octadecyl-amine (ODA) as the
 capping ligand. A novel post-functionalization process was developed using
 a mixture of ethylenediamine (EDA) and sodium-azide (NaN3) to completely
 remove ODA ligand. The resultant Cu3N-NaN3-EDA nanoparticles showed an
 attractive catalytic CO2 reduction activity, e.g. favor the production of
 CH4 and acetate products in comparison to CO and formate products, when
 being assayed in a 0.1 M NaHCO3 solution saturated with CO2. HRTEM, Raman,
 and FTIR analyses were used to evidence the success of ligand exchange as
 well as the potential role of EDA ligand in favor CO2 reduction products.
description: # Selective electrocatalytic CO2 to methane and acetate on Cu3N-NaN3-EDA
 nanoparticles
 [https://doi.org/10.5061/dryad.k98sf7mhp](https://doi.org/10.5061/dryad.k98sf7mhp) ## Description of the data and file structure Supporting information shows synthesis procedure, ligand exchange, material characterization, electrochemical measurements, product quantification and supporting figures and tables. **Figure S1**. Average length and width of Cu3N, Cu3N-NaN3, and Cu3N-NaN3-EDA nanoparticles **Figure S2**. Digital photo taken on suspension of Cu3N-NaN3-EDA NPs after conducting the ligand exchange in air (left vial) and in N2 atmosphere (right vial). Centrifuge was conducted at 6000 rpm for 5 minutes immediately after the exchange reaction was over. **Figure S3:** Subsequent 5th to 7th I-V curves recorded on a Cu3N-NaN3-EDA electrode immersed in a CO2-saturated 0.1 M NaHCO3 solution. Potential scan rate was 5 mV.s-1 **Figure S4**. Cdl measurements of Cu3N-NaN3 and Cu3N-NaN3-EDA NPs before and after being used as catalysts for the CO2 reduction reaction in a CO2-saturated 0.1 M NaHCO3 solution at potential of -0.7 V *vs.* RHE for 60 minutes **Figure S5:** Chronoamperometry curve of Cu3N-NaN3-EDA electrode for 3 hours in a CO2-saturated 0.1 M NaHCO3 electrolyte solution **Figure S6.** TEM images of Cu3N-NaN3 (a) and Cu3N-NaN3-EDA (b) NPs after being used as catalyst for the CO2 reduction reactions in a CO2 saturated 0.1 M NaHCO3 and at -0.7 V *vs.* RHE for 60 minutes **Figure S7**: Electrochemical setup to investigate electrochemical CO2RR **Table S1**. Complete cell refinement data of X-ray diffraction patterns of the Cu3N-ODA, Cu3N-NaN3 and Cu3N-NaN3-EDA NPs **Table S2**. Complete product distribution obtained from the CO2RR at different potentials employing the Cu3N-NaN3 and Cu3N-NaN3-EDA NPs catalyst electrodes