cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/nhqlmq
title: Answer Changing, Cognitive Load and Examination Cheating Tendency

description: This data was collected from a sample of 307 senior secondary school students in Nigeria via an online survey. The data contains "answer changing behavior, cognitive load and examination cheating tendency" variables. The scales used to measure the variables are the answer changing behavior scale (ACBS), cognitive load scale (CLS), and examination cheating tendency scale (ECTS). Each variable was measured on a 7-point Likert scale (strongly Agree- strongly disagree) with 10 items each. The demographic variables are gender (1=male, 2 =female), and age (1= 16-20 yrs, 2=21-25 yrs, 3=26 yrs above).
DOI: 10.21233/aj7j-kz35
title: Rideau Lake water chemistry dataset

description: Raw data for the Rideau Lake water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/i5xr0u
title: Replication Data for: Not a Teammate and Not a Fan: : Probing the Identities of Unaffiliated Registered Voters

description: This repository contains code, data, and information to produce the results presented in "Replication Data for: Not a Teammate and Not a Fan: Probing the Identities of Unaffiliated Registered Voters," by M.V. (Trey) Hood III, Seth C. McKee, Enrijeta Shino, and Daniel A. Smith. (2025-02-11) (2024-02-11)
DOI: 10.7910/dvn/v5zu4d
title: Skin Tone and the Moderating Effect of Partisanship Replication Data

description: This data set includes a csv with candidate level effects and a stata do-file to run the models. The full replication requires downloading the 2016, 2018, and 2020 Congressional Election Studies
DOI: 10.7910/dvn/8cmcko
title: Replication Data for: Iron and Steel Labor Transitions

description: This dataset includes the replication files for Iron and Steel Labor Transitions research project
description: Citation attachment coming soon.
DOI: 10.7910/dvn/5yodhn
title: On Jordan Ideals of Inverse Semirings with Involution

description: Abstract
Objectives: The main objective of this article is to introduce *-Jordan ideals of a certain class of semirings called MA-semirings with involution and to investigate some conditions for which the above said ideals contained in the center.

Methods and findings: We use the Jacobian identities and 2-torsion freeness of MA semirings. In this connection, we establish some important results of ring theory for the class of MA-semirings.

Applications/ improvements: The commutative property is helpful to study the theory of semirings with ease therefore we find some conditions to impose commutativity in semirings, which are indeed novel idea in the field of semirings. Furthermore, these conditions are used in a most generalized way that these conditions bring the *-Jordan ideals to the center, therefore, it would be the corollary of result that semiring is commutative.

Keywords: Semirings, *-Semirings, MA-Semirings, *-Jordan Ideals, *-Prime Semirings, Involution Mathematics Subject Classifications (2010): 16Y60, 16W10
DOI: 10.7910/dvn/dtc6sc
title: Optical and Neural Contributions to Contrast Sensitivity: A Factor Analysis of Individual Differences With and Without Adaptive Optics
title: Optical and neural factors contributing to age -related losses in spatial contrast sensitivity
title: Contrast Sensitivity with and without Adaptive Optics. (Sarah Elliott et al 2009) and David Henry Peterzell & Elliott (2025)

description: These data are from Sarah Elliott's (2009) dissertation and are featured in various publications, including Peterzell & Elliott (2025), submitted to Journal of Vision
DOI: 10.7910/dvn/i9qpd4
title: tetragonal LLZO AIMD data and trained so3krates potential

description: This dataset contains the AIMD data for training the potential for tetragonal LLZO phase. The trained potential is under the /training directory included in the data.
DOI: 10.7910/dvn/82auno
title: Growing Temperature Days by Epidemiological Week in Bogota, Colombia, 2000-2022

description: This dataset is part of the ESCALA (Study of Urban Health and Climate Change in Informal Settlements in Latin America) project that was funded by the Lacuna Fund of the Meridian Institute https://lacunafund.org/. 

This dataset contains air temperature from weather monitoring stations by epidemiological week in Bogota, Colombia, 2000-2022. The data were provided by IDEAM (in Spanish: Instituto de Hidrología, Meteorología y Estudios Ambientales). Weather stations were selected based on data availablity for the period of study. Data cleaning included: (1) Degree-day temperatures were estimated with base temperatures at 0.5°C intervals, from 0.0°C to 27.5°C, in epidemiological weeks. (2) The calculated temperatures indicate an accumulated value in relation to a threshold (Tb). (3) To calculate degree-days in epidemiological weeks, the daily average temperature for each day is determined and compared to a threshold value. Then, the accumulated daily degree-days are added over the epidemiological the week. Several missing data points were identified for the analysis period; for those cases, no technique was applied to fill in the missing data and the weekly values were reported as NaN.
DOI: 10.7910/dvn/i8ibaa
title: The uncropped raw images of the electrophoresis data

description: The images of the uncropped electrophoresis data for ensuring sufficient evidence to support the conclusions.
DOI: 10.7910/dvn/e4jvxt
title: Datasets for Through the Subnational Looking Glass: State-Level Framing Effects, Public Opinion, and Trade Policy Preferences

description: The is the uncleaned and data for a working paper. A cleaned version will be uploaded upon publication with replication instructions.
description: The is the uncleaned and data for a working paper. A cleaned version will be uploaded upon publication with replication instructions.
DOI: 10.7910/dvn/oa8zfc
title: Extracted Data From: Surveillance, Epidemiology, and End Results Program Cancer Statistics Explorer Network

description: This submission includes publicly available data extracted in its original form. Please reference the Related Publication listed here for source and citation information. 
&lt;br /&gt;&lt;br /&gt;
Cancer statistics from SEER data by race, age, sex, stage, and cancer subtypes, covering 48% of the U.S. population.
&lt;br /&gt;&lt;br /&gt;
If you have questions about the underlying data stored here, please contact the National Cancer Institute at NCIinfo@nih.gov. If you have questions or recommendations related to this metadata entry and extracted data, please contact the CAFE Data Management team at: climatecafe@bu.edu
&lt;br /&gt;&lt;br /&gt;
&lt;blockquote&gt;"SEER*Explorer is an interactive website that provides easy access to a wide range of SEER cancer statistics. It provides detailed statistics for a cancer site by sex, race, calendar year, age, and for a selected number of cancer sites, by stage and histology."&lt;/blockquote&gt;[Quote from: https://seer.cancer.gov/statistics-network/]
&lt;br /&gt;&lt;br /&gt;
description: This submission includes publicly available data extracted in its original form. Please reference the Related Publication listed here for source and citation information.

“Surveillance, Epidemiology, and End Results Program Cancer Statistics Explorer Network (SEER*Explorer)” data was downloaded by Varun Punnam on 18FEB2025
description: The terms and conditions were not captured from the source dataset, which was publicly available to download. If you have additional information about terms of use, please contact us.
DOI: 10.21233/5ty2-t982
title: Three corner pond 5384 diatom surface sample dataset

description: Raw data for the Three corner pond 5384 diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/lkfeun
title: Replication Data for: Impact of Chinese Historical Cultural Protection and Green Innovation on Tourism Development

description: This is provincial-level data used to measure the impact of historical protection expenditure on foreign visitors' tourism consumption.
DOI: 10.7910/dvn/e45xy5
title: Replication Data for: Base Assumptions

description: Replication "xxx.do" files for Stata and data
DOI: 10.7910/dvn/qor3a3
title: Replication Data for: What do changes in state NAEP scores imply for birth cohorts’ later life outcomes?

description: Data and code materials supporting "What do changes in state NAEP scores imply for birth cohorts’ later life outcomes?" For information on how to run the files, see readme file
DOI: 10.7910/dvn/oc1xpw
title: Replication Data for "Optimal Portfolio Choice with Fat Tails and Parameter Uncertainty"

description: Data and matlab programs to replicate the results in the main text of "Optimal Portfolio Choice with Fat Tails and Parameter Uncertainty" by Raymond Kan and Nathan Lassance, accepted for publication in JFQA in November 2024.
DOI: 10.7910/dvn/vm7idm
title: Replication Data for: Crafting Innovation: Policy Impact and Firm Agglomeration in Craft Brewery Industry

description: This contains data and code for replicating Replication Data for: Crafting Innovation: Policy Impact and Firm Agglomeration in Craft Brewery Industry
DOI: 10.7910/dvn/7oexf0
title: Intersecting Pathways: Outsourcing, Curriculum Reform, and Financial Strategies in Global Education Systems – A Theoretical Exploration of Equity and Efficiency

description: Global education is currently at the crossroads between tight budget pressures and demands to
improve the quality of learning. This theoretical paper analyzes the complex dynamics between
cost efficiency through outsourcing, curriculum reform, and financial management strategies
in the context of education systems in different countries. By combining educational economic
perspectives, public policy theory, and curriculum studies, this study aims to uncover how
policies that focus on financial efficiency—such as outsourcing in the areas of Physical
Education and Health (HPE) or the adoption of foreign education systems—can paradoxically
widen inequality in education quality if not balanced with equity-based approaches. Critical
analysis of case studies in Myanmar, Indonesia, Vietnam, and Nigeria reveals a consistent
pattern: budget pressures encourage educational institutions to adopt practices such as
outsourcing specialist curriculum content or top-down curriculum reform but often ignore
teacher capacity as a key actor in implementation. The Resource Dependency Theory is used
to explain a school's dependence on external partners, while the Teacher Agency framework
highlights resistance to non-participatory curriculum changes. Theoretical findings show that
the sustainability of education reform requires a tripartite balance between (1) budget
optimization through strategic allocation, (2) teacher empowerment in curriculum design, and
(3) integration of local context-based evaluation. This paper proposes an "Equity-Centered
Educational Reform" model that places budget transparency and stakeholder participation as
the main foundation. Its theoretical implications challenge the dominant narrative of neoliberal
efficiency in education while opening up a space for dialogue on inclusive financing
alternatives.
description: theoritical
DOI: 10.7910/dvn/h3hv04
title: Jebeli Acta Biomater 2023 Figure10 Dynamic stretch reinforces F-actin alignment
title: Multicellular aligned bands disrupt global collective cell behavior

description: Microcontact printed islands of valvular interstitial cells: effects of dynamic stretch on the cytoskeleton for the islands.
description: Filename convention: 
#-$.jpg is # aggregate with $ = 1 before stretch and $ = 2 after stretch, e.g., 11-2.jpg is the 11th aggregate after stretch.

The Test Nov 9 2021-05$_Position(#).zvi files are in the Zeiss image format where # is the aggregate number and the $=6 is before stretch and $=7 is after stretch.

Please see the methods section in the manuscript listed above for the project description and methods; to credit the work please cite the aforementioned manuscript.
DOI: 10.7910/dvn/oamixw
title: NLCD Fractional Impervious Surface

description: NLCD data is from the[Annual NLCD product https://www.mrlc.gov/data/project/annual-nlcd
DOI: 10.21233/9z36-2338
title: Margaret Lake diatom surface sample dataset

description: Raw data for the Margaret Lake diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/ifbaz4
title: A comprehensive inventory and review of color in meteorological graphics

description: This dataset contains an inventory of colors used in 194 meteorological graphics produced by the U.S. National Centers for Environmental Prediction (NCEP). The graphics were collected between August 1, 2023, and November 9, 2023.
description: The included files are as follows: data.csv, which contains the primary dataset used for analysis; codebook.pdf, which outlines the inventory process and explains the codes used in the dataset; and image files comprising the sample NCEP graphics used to complete the inventory. The first three digits of each image filename correspond to the sample_ID in data.csv.
DOI: 10.7910/dvn/696ak6
title: BEDDING

description: social-DANNCE keypoint tracking for rat dyad movies with bedding
DOI: 10.7910/dvn/dt01zk
title: Biogeographic classification of the Caspian Sea

description: Ecogeographical classification of the Caspian Sea based on geophysical information derived from space and in situ data. The ecoregions have been validated against a set of biological observations.
description: A map of the Caspian Sea divided into different areas with homogeneous geophysical attributes, i.e., so-called ecoregions to assist the effective management of the Caspian Sea. The biological significance of the ecoregions have been tested using long-term satellite-derived Chlorophyll-a distribution and available species composition data.
DOI: 10.7910/dvn/duvt52
title: Bayesian Analyses of FOPI Proton Flow Data

description: Proton directed and elliptical flow data in Au+Au reactions taken by the FOPI Collaboration
DOI: 10.7910/dvn/iagpbx
title: Replication Data for: Assessing Undiversified Holding and Contagion Risks in the Banking Sector

description: The data and R scripts implement the matrix factorization model and also replicate the main tables and figures from "Assessing Undiversified Holding and Contagion Risks in the Banking Sector" by Mankad, Brunetti, and Harris.
DOI: 10.7910/dvn/vpgrru
title: Superconducting Field Theory (the Unification Theory)

description: A Grand Unified Theory is any model of physics that explains and connects all fundamental interactions (strong force, electromagnetism, weak force, and gravity) into a single force. The first part unifies the strong nuclear force with the gravitational force in a mathematical way, the quantum vacuum is treated as a deformable system by the strong nuclear force; the second part unifies the nuclear force with the quantum vacuum in a hypothetical structure, the quantum vacuum is treated as a supersymmetric and metastable system with properties related to the different types of particles’ motion.
DOI: 10.7910/dvn/i9751r
title: FL24

description: This report describes the results of an annual nationwide survey on flooding in the United States. The 2024 Flooding and Society Survey (FL24) was designed by the Institute for Public Policy Research and Analysis (IPPRA) at the University of Oklahoma and the Nurture Nature Center (NNC). It is the inaugural survey in an annual series and follows the same format as IPPRA’s Severe Weather and Society Surveys (WX), Tropical Cyclones and Society Surveys (TC), and Winter Weather and Society Surveys (WW). FL24 was fielded June 12 – June 18, 2024, using an online questionnaire that was completed by 1,200 U.S. adults (age 18+) who were recruited from an Internet panel that matches the characteristics of the U.S. population as estimated in the U.S. Census. Following the format of IPPRA’s other surveys and incorporating NNC’s past work in the flooding domain, the FL24 survey establishes baseline measures of the extent to which U.S. adults receive, understand, and respond to flood forecasts and warnings, while also asking questions that address different types of flooding (including coastal and flash flooding). Questions like these will be asked annually to track changes over time. Other questions specific to FL24 evaluated the understanding and use of a flagship NWS flood product, the Weather Prediction Center’s Excessive Rainfall Outlook, and impact-based warning comprehension associated with flooding events.
DOI: 10.7910/dvn/7phigl
title: Replication Data for: Economic Geography and Air Pollution Regulation in the United States

description: This is the replication package for "Economic Geography and Air Pollution Regulation in the United States," accepted in 2024 by the Journal of Political Economy Microeconomics.
DOI: 10.7910/dvn/7wuz9s
title: Tef Nutrient omission dataset in rainy and irrigation season

description: Tef NOTs datasets generated by a team of researchers.
DOI: 10.7910/dvn/idfurl
title: Progress toward hydro-equivalent ignition in OMEGA directdrive DT-layered implosions

description: Considerable progress has been made in DT-layered implosion experiments on the OMEGA Laser System, bringing the possibility of thermonuclear ignition in direct-drive configurations with megajoule-class lasers closer to reality. Doing so has required navigating the balance between improved 1D performance and multidimensional stability. Using statistical modeling based on over 350 cryogenic implosions to identify various degradation mechanisms, and combined with multidimensional simulations and experimental techniques such as target offsets to combat residual flows, core conditions have repeatably been achieved that extrapolate to the burning-plasma state when scaled to 2.15MJ of symmetric laser illumination. Using high implosion velocities (&gt; 450km/s) and moderately high adiabats (∼ 5), these experiments produced record-high scaled Lawson parameters in direct drive equal to 89 ± 2% of that required for ignition with expected yields of up to 1.5 ± 0.2 MJ. To improve these results still further, focused-physics studies are performed to improve physics understanding and identify routes to even greater performance. Recent studies include investigations into the impact of mounting features, laser imprint, reduced fuel temperatures, and greater on-target intensities through subscale experiments. This manuscript gives a summary of the cryogenic direct-drive program on the OMEGA laser, including routes taken to achieve the current best performance, the status of recent focused-physics investigations, and future designs—such as target solutions to laser imprint and reducing vapor density to increase convergence—that are expected to soon produce hydro-equivalent ignition on OMEGA.
description: PSFC REPORT PSFC/JA-24-99<br><br>The MIT portion of this work was sponsored by the Laboratory of Laser Energetics under contract numbers 417532G/UR FAO GR510907/DE-NA0003856.<br><br>If this record does not contain the full text, then the manuscript has been embargoed by the publisher thus restricting open access for 12 to 24 months after publication.
DOI: 10.7910/dvn/lljm2u
title: Replication Data for: Type II Diabetes Mellitus and Obstructive Sleep Apnea Syn-drome in the elderly

description: Replication Data for: Type II Diabetes Mellitus and Obstructive Sleep Apnea Syn-drome in the elderly
DOI: 10.21233/m9j2-v925
title: Lake Erie water chemistry dataset

description: Raw data for the Lake Erie water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/dfajji
title: Replication Data for: Ligustrazine dry powder inhaler relieves inflammation of COPD via regulation of neutrophil extracellular traps and gut-lung axis microbiota

description: There is the raw data for the article submitted to the journal “GUT MICROBES”. The name of this paper is “Ligustrazine dry powder inhaler relieves inflammation of COPD via regulation of neutrophil extracellular traps and gut-lung axis microbiota”.
DOI: 10.7910/dvn/qpf65o
title: Executive Agreements Database, Statement Concerning the Agreement with Tunisia Extending The Agreement Of March 15, 2006 Concerning Health Care For Military Members and Their Dependents Signed July 31 and August 4, 2009 Entered Into Force August 4, 2009, with Effect From July 27, 2009

description: KAV 8777

cover memo
DOI: 10.7910/dvn/igkcnp
title: SADC_PROFISHBLUE _ The Digital Fisheries Information System (FIS) Malawi Survey data set

description: This metadata form provides a description of the household dataset for the Digital Fisheries Information System (FIS). The Malawi study was conducted in the five districts of the southern part (i.e., Zomba, Blantyre, Mulanje, Chikwawa and Mangochi) to interview in total of five hundred people, including fishers (200) and fish farmers (300). The study was conducted from 8 November 2023 to 24 November 2023. The Programme for Improving Fisheries Governance and Blue Economy Trade Corridors (PROFISHBLUE) in the SADC region was funded by the African Development Bank (AfDB) and implemented by the Southern African Development Community (SADC) secretariat. The programme consisted of three components: genetic improvement, nutrition, and a digital fisheries information system (FIS). The FIS component, which is the focus of this survey data, aimed to identify climate risks affecting aquaculture and fisheries in Malawi and Zambia to develop a climate-informed decision support system. This survey identifies the impacts of climate change on fish farming and capture fisheries, the adaptation strategies, and the use of weather forecast information among fish farmers and fishers. In Malawi, the study targeted 500 respondents, including fish farmers and artisanal fishers. Below is a summary of the respondents’ categories for each subsection (tool) presented in this dataset: 
• A total of 639 men, women and youth participated in the survey.
• 268 from artisanal fishing, and 
• 371 participated in fish farming.
The questionnaire had two modules one for artisanal fishing and one for fish farming. Lastly, the dataset has a ‘main datasheet’ and 23 subforms/excel sheets. The subforms were generated from repeating questions, and each repeating question has one or more parent QID number which links it to the main datasheet (main QID).
description: Type: Dataset; Sub-type(s): Survey Data