cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.18130/v3/hecq0p
title: Fractions Waffle

description: The Fractions Waffle is an interactive way for students to visualize how fractions are formed. The user is supposed to demonstrate the concept of a set or quantity when working with fractions with this manipulative. This is through the use of taking apart the Fractions Waffle’s squares. Each square is of equal size and allows the user to form different portions.
description: The Fractions Waffle is an interactive way for students to visualize how parts can be made from a whole, and make fractions from this. This manipulative could be helpful to help students visualize and manipulate a kid friendly and enjoyable object. The Fractions Waffle demonstrates that even when you change the portions, the whole (the Waffle) stays the same, and these parts do not affect the whole in any way-it is only relational.
DOI: 10.18130/v3/gbldg6
title: Balancing Parts and Wholes

description: When a scale is equal on both sides, it balances out. The creation of the scale was to show how two parts of an equation (addends) equal the whole number. When the two parts are equal to the whole number. The scale balances out. This shows that both sides are equal to one another. The user of the manipulative is to learn that both addition and subtraction equations can be used to show situations involving a missing part.
description: As a student solves a simple addition equation, they are given two addends of an equation which are called the parts and are solving to find the sum which is called the whole number. When it comes to putting together or using addition to subtract, you are finding a missing part of a whole number which is an interpretation of both addition and subtraction.
DOI: 10.18130/v3/fcqui7
title: Pre-K Star Math Manipulative

description: The design is for 15 star manipulative. 5 large blue stars, 5 medium green stars, 5 small yellow stars. All stars have holes in the center and can be stacked on one of two base boards. The design is based the book How to Catch a Star by Oliver Jeffers. The book provides the context for the math word problems that will be asked. The manipulative is tactile so students can use objects to think with. This manipulative is targeted to 3 and 4 year olds. It is designed to teach one-to-one correspondence up to 15, patterning, math vocabulary, and addition and subtraction.
description: The goal was to create a manipulative with different colors and sizes that could be used to teach students to count, create patterns, to learn math vocabulary (big, small, compare, different, attribute), and to explore addition and subtraction word problems.
DOI: 10.18130/v3/sg1blg
title: Subitizing Butterfly

description: The design is a butterfly, as this is a bug with naturally balanced halves. There are 10 pegs on each side, making 20 altogether. Each individual wing is divided into two parts of 5, which is the same arrangement as seen on dice. This allows the teacher to choose how to use the manipulative based on student knowledge.
description: The demographic for this design is Pre-K4 and K. It is meant to help young children in developing subitizing skills and number identification. The manipulative is a hands-on means of number manipulation. Insects are fun for most kids to play with, and the pegs are long enough to be held by little hands (this also promotes fine motor development). This can also help transition to number sentences.
DOI: 10.18130/v3/itntiw
title: Replication Data for: Troubleshooting the Influence of Trace Chemical Impurities on Nanoparticle Growth Kinetics via Electrochemical Measurements

description: This published work was supported by the National Science Foundation, Award # CHE-2406130. The data underlying the published work have been made publicly available in this repository according to the Data Management Plan for this award.
DOI: 10.18130/v3/wezmxm
title: Replication Data for: A 3D-printed multi-compartment organ-on-chip platform with a tubing-free pump models communication with the lymph node

description: This data set contains design files for the 0T, 1T, 2T and 4T devices, the removable mesh support, and the impeller pump housing as described in "Multi-organ immunity on a 3D-printed multi-tissue chip with tubing-free impeller pump." Also included is representative data from the protein capture experiments with NRho and DQ-OVA and the imaging portion of the comparative vaccination experiment.
DOI: 10.18130/v3/dxwos5
title: Cell Maps for Artificial Intelligence - Data Release

description: This collection is the 0.5 alpha data release of the the Cell Maps for Artificial Intelligence (CM4AI) Functional Genomics Data Generation Project, a component of the U.S. National Institute of Health’s (NIH) Bridge2AI program. 

CM4AI’s objective is to deliver machine-readable hierarchical maps of cell architecture as AI-Ready data produced from multimodal interrogation of 100 chromatin modifiers and 100 metabolic enzymes involved in cancer, neuropsychiatric, and cardiac disorders in disease-relevant cell lines under perturbed and unperturbed conditions, utilizing state-of-the-art mass spectrometry based proteomics, spatial proteomics / cell imaging, and genetic perturbations using CRISPR. 

CM4AI input data streams are generated using immunofluorescence (IF) subcellular microscopy for spatial proteomics data; affinity purification mass spectroscopy (AP-MS) and size exclusion mass spectroscopy (SEC-MS) methods for protein-protein interaction (PPI) data; and single-cell CRISPR-Cas perturbation screens by cell type. Input data streams are integrated via the multi-scale integrated cell (MuSIC) software pipeline employing deep learning models and community detection algorithms2, and output cell maps are packaged with provenance graphs and rich metadata as AI-Ready datasets in RO-Crate format using an extended, client-server version of the FAIRSCAPE framework.

This data is Copyright (c) 2024 The Regents of the University of California except where otherwise noted. Spatial proteomics raw image data is copyright (c) 2024 The Board of Trustees of the Leland Stanford Junior University. It is licensed for reuse under Creative Commons Attribution ShareAlike NonCommercial 4.0 International License (https://creativecommons.org/licenses/by-nc-sa/4.0/). Attribution is required to the copyright holders and the authors. 

Any publications referencing this data or derived products. should cite the related article as well as directly citing this data collection.
DOI: 10.18130/v3/rifhfw
title: Spatially resolved quantification of oxygen consumption rate in ex vivo lymph node slices

description: This dataset comprises TIFF files containing fluorescent images capturing oxygen consumption in both live and killed lymph node slices. Additionally, it includes Excel files containing sample calculations showing the calculations for measuring the rate of oxygen consumption over time in the slices. The PRISM files are also included which contain graphs and the fitting process.
DOI: 10.18130/v3/zxwe8s
title: Online Appendix for Manuscript Title: Who We Are is Who We Were: Policy Moves That Shape a District

description: Online appendix of included documents for Manuscript Title: Who We Are is Who We Were: Policy Moves That Shape a District (DOI: 10.1080/15700763.2024.2365754)
DOI: 10.18130/v3/nuj1cv
title: Replication Data for: Cardiorespiratory signature of neonatal sepsis: development and validation of prediction models in 3 NICUs

description: Anonymized data set for replication of study findings.
DOI: 10.18130/v3/qopzxu
title: YbZn11 thermoelectric transport properties

description: Data as a part of data sharing for journal publication
DOI: 10.18130/v3/to1ef7
title: Supplemental material for NHANES Dataset

description: Supplemental material for manuscript titled "Obesity is associated with hyperandrogenemia in a nationally-representative sample of U.S. girls aged 6-18 years" by Su Hee Kim, Aaron F. Pannone, Mark D DeBoer, Christopher R. McCartney, Christine M. Burt Solorzano
DOI: 10.18130/v3/hgcf8d
title: Divergent water use efficiency trends among eastern North American temperate tree species

description: The datasets included were used to analyze data for the manuscript titled "Divergent water use efficiency trends among eastern North American temperate tree species" and contain two files: (1) d13_temp_elev.csv contains tree ring stable carbon isotope ratio values for 12 tree species, the mean elevation of the watershed in which samples were collected, and the mean growing season temperature in the watershed where samples were collected; and (2) iwue_longterm_predictors.csv contains climate and atmospheric deposition data from the sites where tree core samples were collected. Climate variables represent growing season months (JJA) while atmospheric pollution variables represent annual totals. 

Metadata includes units, location codes, and species codes.
DOI: 10.18130/v3/a9ujav
title: Code for SMAP 400 m soil moisture data producing

description: Python code for SMAP 400 m soil moisture data producing
DOI: 10.18130/v3/clursh
title: Ex Vivo Model of Breast Cancer Cell Invasion in Live Lymph Node Tissue

description: The dataset comprises files containing calculations, statistical analyses, and unprocessed image data used in "Ex vivo model of breast cancer cell invasion in live lymph node tissue". Use the "Tree view" option to access the data organized into folders for each figure.
DOI: 10.18130/v3/bsvzxh
title: Replication Data for: Measurement of covalent bond formation in light-curing hydrogels predicts physical stability under flow

description: This dataset comprises H NMR spectra of modified gelatin hydrogels (MNOVA and PDF) for detecting crosslink formation. 

In addition, TIFF files containing fluorescent microscopy images of photopatterned gelatin-based hydrogels are included. 

Excel files included show how H NMR spectra integrals are converted to crosslinking density values. Excel files are also included that show how image analysis results are converted to mean grey value, and percent stability values. 

PRISM files are also included, which contain the graphs and fitted curves. 

All file names correspond to figures in the manuscript.
description: Published in Analytical Chemistry. https://doi.org/10.1021/acs.analchem.4c03482
DOI: 10.18130/v3/rxbrim
title: Data for: Ball et al "Poly I:C vaccination drives transient CXCL9 expression near B cell follicles in the lymph node through type-I and type-II interferon signaling"

description: Data for manuscript: "Poly I:C vaccination drives transient CXCL9 expression 
near B cell follicles in the lymph node through type-I and type-II interferon signaling"
DOI: 10.18130/v3/eqa8jb
title: Data for: Enhanced Thomson and Unusual Nernst Coefficients in 1T-TiSe2 due to Bipolar Transport and CDW Phase Transition

description: Data as a part of data sharing for journal publication
DOI: 10.18130/v3/gv6qti
title: Sample Public Dataset iTHRIV Commons

description: iTHRIV Reseachers can index, share and manage private research data in the iTHRIV Commons. The system also supports public sharing of metadata (descriptive details related to research projects and datasets). Publishing these details is controlled by project owners and dataset admins. The dataset admins may also elect to publish their dataset files in which case they will be assigned a permanent DOI (digital object identifier) and become visible to any public user in a variety of locations: the Public view of the iTHRIV Commons, UVA LibraData, and a variety of data search engines that harvest and expose dataverse metadata.
DOI: 10.18130/v3/buwwqb
title: Temperature Dependent Lattice Parameters and Coefficient of Thermal Expansion for Tantalum Nitride

description: This dataset contains Rietveld refined lattice parameters for hexagonal tantalum nitride. The tantalum nitride powder was sourced from Thermo Scientific CAS 12033-62-4. X-Ray diffraction data was collected using a Malvern Panalytical Empyrean II X-Ray diffractometer with copper K-alpha radiation. High temperature X-ray diffraction measurements were collected from 313 to 928 K using an Anton Paar furnace under nitrogen ambient. Lattice parameters were extracted from sequential fitting using GSAS-II. Isotropic coefficient of thermal expansion values were calculated from the incremental volume change with temperature.
DOI: 10.18130/v3/i00lkh
title: Litterfall and throughfall data for six sites along Appalachian Mountain Range, Eastern United States

description: Micronutrient and trace element concentrations and fluxes in Litterfall and throughfall.
Metadata describes collection methods and analytical chemical methods of measurement.
Six sites are in Virginia, Maryland, Pennsylvania, Massachusetts, Vermont, New Hampshire
Tree species include Northern hardwoods of American beech (Fagus grandifolia), birches (Betula nigra, Betula papyrifera, Betula populifolia), sugar and red maple (Acer saccharum and Acer rubrum), red oak (Quercus rubrus) white oak (Quercus alba), chestnut oak (Quercus montana), pignut hickory (Carya glabra), and mockernut hickory (Carya tomentosa), and tulip poplar/tulip tree (Liriodendron tulipifera).
Throughfall and litterfall were collected Fall 2018 until Fall 2022.
DOI: 10.18130/v3/ihohn5
title: McCormick Observatory

description: 3D laser scan data of the McCormick Observatory, Mount Jefferson aka Observatory Hill, University of Virginia; contains data from main survey of 2015-04-08 and 15; also follow up data collected on 2023-04-19 of the main dome without canvas covering; data collected with FARO Focus X130 laser scanners; data processed with FARO Scene v. 2023.0.1;
DOI: 10.18130/v3/wtxzji
title: A novel ex vivo protocol that mimics length and excitation changes of human muscles during walking induces force losses in EDL but not in soleus of mdx mice

description: This is the dataset underlying the experiments that examined the extent of force loss induced by the ex vivo gait mimicking protocol and compared the force loss to that from a typical eccentric contraction protocol (Petrof, et al. PNAS. 1993; 90(8): 3710-3714) in soleus and extensor digitorum longus muscles of mdx mice.
DOI: 10.18130/v3/mvkfq7
title: Germanium force constants extraction by FOCEX-ver8.8-060

description: The compressed file ge-060-tar.gz contains the inputs to and the outputs from the code focus version 8.8 to generate force constants of 2nd and 3rd rank for Germanium
DOI: 10.18130/v3/pngmrj
title: Synthetic Population for Washington, US (ver. 2.4.0)

description: The synthetic population for the state of Washington is constructed to be statistically indistinguishable from the real population at the spatial resolution of a US block group as measured by the US Census on selected demographic variables, which in this case are age (AGEP), household income (HINCP), household size (NP), race (RAC1P) and hispanic (HISP). The population includes people and households with demographic characteristics along with residential locations and general activity locations at parcel-level resolution and accuracy. All individuals are assigned activity sequences and activity locations through statistical matching methods. Finally, a contact network is constructed. The precise way in which this is done depends on the intended scenario. Here the target application is epidemic spread of influenza-like diseases, and the construction of the network is done at each location through a modified Erdos-Renyi random graph.
DOI: 10.18130/v3/aeanwv
title: Search for Chirality in Hydrogenated Magnesium Nanosilicates: A DFT and TD-DFT Investigation

description: The formation of silicate grains in the interstellar medium (ISM), especially those containing chiral surfaces like clinopyroxenes, is poorly understood. Moreover, silicate interactions with various forms of hydrogen – proton (H+), neutral H (HI), and molecular hydrogen (H2) – are of high importance as hydrogen comprises &gt; 90% of the ISM gas budget and these species play important roles in the formation of new molecules in space. Furthermore, silicate surfaces catalyze the formation of H2 in the interstellar medium, formed on dust grain surfaces by H-H association. The technical difficulty of in situ laboratory investigations of nanosilicate nucleation using astrophysically relevant environmental conditions makes computational chemistry a useful tool in studying potential nanosilicate structures. Furthermore, chiral surfaces interacting with chiral organic molecules could serve as the templates that lead to the enantiomeric excess of l-amino acids and d-polyols detected in carbonaceous meteorites. However, in order for this effect to take place, an excess of one chiral form of a mineral is required to break the symmetry. This symmetry breaking event could have been due to asymmetric absorption of circularly polarized light by the nanosilicate as it traverses star-forming regions. We investigate this possibility using a metastable chiral form of an enstatite dimer as an input for density functional theory (DFT) and time dependent (TD-)DFT calculations to obtain various properties and the circular dichroism spectra. All in all, twenty-six magnesium nanosilicate structures were studied using varying degrees of hydrogenation: none, with HI, with H+, and with H2. The HSE06/aug-cc-pVQZ level of theory was used for the DFT calculations. TD-DFT calculations utilized the CAM-B3LYP/cc-pVQZ and ωB97X-D3/cc-pVQZ functional/basis set pairings. Results show that (1) all twenty-six structures have absorption bands that fall within the 0.6–28.3 µm range available with the newly launched James Webb Space Telescope and (2) there is a small enantioselective effect by UV-CPL on the eight chiral enstatite dimers (predicted g-values of up to 0.007). While the observed effect is small, it opens up the possibility that it is the inorganic material that becomes enantiomerically biased by UV-CPL, driving chiral enhancements in meteoritic organic molecules.
DOI: 10.18130/v3/oxyn2w
title: :unav

description: :unav
DOI: 10.18130/v3/zhnnsu
title: Neuroevolution machine learning potential to study high temperature deformation of entropy-stabilized oxide MgNiCoCuZnO5

description: The dataset consists of the findings for neuroevolution machine learning interatomic potential for entropy-stabilized oxide MgCoNiCuZnO5. Publication: Bikash Timalsina, Huy Gia Nguyen, Keivan Esfarjani. Neuroevolution machine learning potential to study high-temperature deformation of entropy-stabilized oxide MgNiCoCuZnO5. Journal of Applied Physics. Volume 136, 16, 2024-10-28 https://doi.org/10.1063/5.0224282. The authors acknowledge support from the National Science Foundation, Office of Cyberinfrastructure for Sustained Scientific Innovation award number 2103989.
DOI: 10.18130/v3/xayuks
title: ALADYN-THERMACOD

description: This dataset includes THERMACOD, a part of the Anharmonic Lattice Dynamics (ALADYN) suite of codes. THERMACOD is an open-source software tool for ab initio calculations of phonon thermal transport in crystalline bulk materials. It solves the phonon Boltzmann transport equation either approximately, using the relaxation time approximation (RTA), or exactly, via iterative or direct methods. Additionally, this dataset contains results for phonon linewidths and thermal transport properties of Ge and GeSe.
DOI: 10.18130/v3/b8rgl5
title: Quantitative Data Dictionary

description: This is a publicly available file.

The "Quantitative Data Dictionary" includes variable names, coding, and descriptions for all items in the Quantitative Data file. Variables include items and summary scores from Qualtrics assessments, as well as aggregated sleep diary assessment metrics.
DOI: 10.18130/v3/1mvetm
title: Eosinophilic Esophagitis E-01

description: Eosinophilic esophagitis (EoE) is an inflammatory disease diagnosed by ≥15 intraepithelial 
eosinophils (Eos) in an esophageal biopsy high-power field. This is a Whole Slide Image (WSI) 
containing eosinophils that we use to train an AI model to automatically detect and count these 
cellular structures in a given image to reduce the data annotation burden on clinicians and pathologists.
DOI: 10.18130/v3/aunvip
title: Eosinophilic Esophagitis E-08

description: Eosinophilic esophagitis (EoE) is an inflammatory disease diagnosed by ≥15 intraepithelial eosinophils (Eos) in an esophageal biopsy high-power field. This is a Whole Slide Image (WSI) containing eosinophils that we use to train an AI model to automatically detect and count these cellular structures in a given image to reduce the data annotation burden on clinicians and pathologists.
DOI: 10.18130/v3/pxwciy
title: Eosinophilic Esophagitis E-05

description: Eosinophilic esophagitis (EoE) is an inflammatory disease diagnosed by ≥15 intraepithelial eosinophils (Eos) in an esophageal biopsy high-power field. This is a Whole Slide Image (WSI) containing eosinophils that we use to train an AI model to automatically detect and count these cellular structures in a given image to reduce the data annotation burden on clinicians and pathologists.
DOI: 10.18130/v3/pjp5td
title: :unav

description: :unav
DOI: 10.18130/v3/tvff5k
title: Raw Data for CCDC 2181759

description: This dataset contains the single-crystal X-ray diffraction data in *.sfrm format for the structure that was deposited in the Cambridge Structural Database as CCDC 2181759. A pdf file with information about the diffractometer is also included.
DOI: 10.18130/v3/0ga0yp
title: NEH - DHAG program Level 1 White Paper

description: Overview of work completed during the 2022-2024 grant period. This project was funded by a Level 1 Digitial Humanities Advancement Grant from the National Endowment for the Humanities (NEH). "The Digital Humanities Advancement Grants program (DHAG) supports work that is innovative, experimental, and contributes to the critical infrastructure that underpins scholarly research, teaching, and public programming in the humanities." https://www.neh.gov/grants/odh/digital-humanities-advancement-grants
DOI: 10.18130/v3/c88zhx
title: Eosinophilic Esophagitis E-09_3

description: Eosinophilic esophagitis (EoE) is an inflammatory disease diagnosed by ≥15 intraepithelial eosinophils (Eos) in an esophageal biopsy high-power field. This is a Whole Slide Image (WSI) containing eosinophils that we use to train an AI model to automatically detect and count these cellular structures in a given image to reduce the data annotation burden on clinicians and pathologists.
DOI: 10.18130/v3/ryhfbm
title: Eosinophilic Esophagitis E-09_3

description: Eosinophilic esophagitis (EoE) is an inflammatory disease diagnosed by ≥15 intraepithelial eosinophils (Eos) in an esophageal biopsy high-power field. This is a Whole Slide Image (WSI) containing eosinophils that we use to train an AI model to automatically detect and count these cellular structures in a given image to reduce the data annotation burden on clinicians and pathologists.
DOI: 10.15468/dl.azmc6h
title: Occurrence Download

description: A dataset containing 325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is one of (Côte d’Ivoire, Ghana, Guinea)",
 "TaxonKey is Milicia regia (A.Chev.) C.C.Berg"
 ]
}

 The dataset includes 325 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002506-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18130/v3/ey9twl
title: Eosinophilic Esophagitis E-02_1

description: Eosinophilic esophagitis (EoE) is an inflammatory disease diagnosed by ≥15 intraepithelial eosinophils (Eos) in an esophageal biopsy high-power field. This is a Whole Slide Image (WSI) containing eosinophils that we use to train an AI model to automatically detect and count these cellular structures in a given image to reduce the data annotation burden on clinicians and pathologists.