cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21233/ke7a-vf58
title: North Twitchen Springs pollen dataset

description: Raw data for the North Twitchen Springs pollen 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/yclqjv
title: TEMPER Origin Surveys

description: The TEMPER project has conducted a &lt;b&gt;survey among returned migrants&lt;/b&gt; in &lt;b&gt;four selected countries of origin (Argentina, Romania, Senegal and Ukraine)&lt;/b&gt;, including a comparable &lt;b&gt;sample of non-migrants&lt;/b&gt; that allow us to:
(1) identify the &lt;b&gt;main drivers of return and circulation&lt;/b&gt; decisions of migrants recently involved in temporary, circular and permanent migration,
(2) &lt;b&gt;assess the impact&lt;/b&gt; that different types of temporary, permanent and circular mobility have for migrant and non-migrant workers and their families.
description: Stata
DOI: 10.21233/d5qt-ss73
title: Shadow Lake water chemistry dataset

description: Raw data for the Shadow 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/b717eo
title: Replication Data for: Revealing the Zone Of Possible Agreement between parties in conflict: an application to Israeli- Palestinian peace agreements

description: The Dataset includes a READme, data and scripts for replication of results presented in the article's manuscript and Supplementary Information document. 
The observations are respondents' rankings of hypothetical peace agreements.
DOI: 10.21233/k4wy-0k33
title: Ferry Lake pollen dataset

description: Raw data for the Ferry Lake pollen 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/c8t8ll
title: modbm_xp_6240_04

description: Walker's appeal, in four articles; together with a preamble to the colored citizens of the world, but in particular, and very expressly to those of the United States of America
description: URN-3:FHCL.HOUGH:101363911
DOI: 10.21233/ds8m-kf93
title: Tangqung Co (Pond) ostracode surface sample dataset

description: Raw data for the Tangqung Co (Pond) ostracode 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/mppkfp
title: Fixed Point and Common Fixed Point Theorems for Single Valued and Multivalued Mappings in Partial b-Metric Spaces

description: Abstract
Objectives: To prove some fixed point theorems and common fixed point theorems by using partial b-metric spaces. Methods: Ciric type contraction for single-valued mapping is also used to prove fixed point theorem and Nadler's type Banach contraction is used to produce fixed point and common fixed point theorems. Findings: We have to find fixed point and common fixed point theorems for single valued mapping and a fixed point theorem for multivalued mapping. Novelty : We have to use a new type of space called partial b-metric space to prove all the theorems in this paper. No one has proven these theorems before in this space. 2020 Mathematics Subject Classification : 47H10, 54H25.

Keywords: Partial b-metric space, Single valued, Multi valued, Common fixed point, Fixed point
DOI: 10.7910/dvn/z8wakw
title: Replication Data for: Speech therapy combined with Cerebrolysin in enhancing non-fluent aphasia recovery after acute ischemic stroke: ESCAS randomised pilot study

description: This dataset contains the variables used in the manuscript Speech therapy combined with Cerebrolysin in enhancing non-fluent aphasia recovery after acute ischemic stroke: ESCAS randomised pilot study for replication purposes.
DOI: 10.7910/dvn/ck0cw8
title: PHYSICAL THERAPEUTIC INTERVENTION FOR CONTROLLING INTESTINAL WORMS

description: Physical therapeutic interventions are monotherapeutic interventions because concomitant administration of anthelmintics are not amicable, as it produce drowsiness. However naturaceuticals are commutable. People with drowsiness are subjected to bed rest. உணவே மருந்து.
description: Physical therapeutic interventions are monotherapeutic interventions because concomitant administration of anthelmintics are not amicable, as it produce drowsiness. However naturaceuticals are commutable. People with drowsiness are subjected to bed rest. உணவே மருந்து.
DOI: 10.7910/dvn/ny6enb
title: A Novel 3D Physics-Integrated Swin-Transformer Model for Precise High-Resolution Urban Boundary Layer Wind Speed Estimation

description: This study developed a novel three-dimensional Physics-Integrated Swin-Transformer (3D-PST) deep learning model to estimate high-resolution WS in the urban boundary layer.
DOI: 10.21233/jj7e-zj06
title: Sled Lake water chemistry dataset

description: Raw data for the Sled 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/calz2g
title: Numerical Simulation and Comparison of flow through Y and Spherical Junction Ventilator Splitters

description: This study aims to analyse the effect of different junction geometries and split angles on the hydrodynamics of flow through a typical ventilator splitter used for two patients having the same compliance and requiring equal flow rates. Three-Dimensional spherical junction and Y shaped flow splitters were constructed, having an inlet diameter of 21.8 mm splitting into two exit arms each of 19 mm. For the analysis, Y-Splitter was compared with Spherical junction-Splitter having split angle over a range of 30° to 180°. Also, Spherical junction-Splitter with diameters varying from 40 to 60 mm were analysed. A transient 3D model was developed in ANSYS 2019 R1 to simulate the flow through the ventilator splitter for a range of inlet mass flow rates. Colour contour images pertaining to the simulation are made available in this dataset
DOI: 10.7910/dvn/cc0zwa
title: Air Temperature from Weather Stations in Barranquilla, 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 data from weather monitoring stations maintained by the IDEAM (Institudo de Hidrología, Meteorología y Estudios Ambientales) of Colombia contains the average, maximum and minimum temperature (°C) for the Metropolitan area of Barranquilla per
epidemiological week, 2000-2022. The minimum, mean, and maximum temperatures were calculated by epidemiological week using daily weather station records. 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.

Please see the ESCALA codebook for more details about the variables.
DOI: 10.21233/j8e0-8d11
title: Attawapiskat River 1 testate amoebae surface sample dataset

description: Raw data for the Attawapiskat River 1 testate amoebae 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: 10.21233/4fht-na41
title: Devils Lake, Mission Bay diatom surface sample dataset

description: Raw data for the Devils Lake, Mission Bay 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/carwjp
title: Replication Data for: Why Protectors Become Predators? Violence against Civilians by AMISOM Peacekeepers in Somalia

description: This study investigates the phenomenon of peacekeepers resorting to lethal violence against civilians, despite their mandate to protect them. While existing literature acknowledges that some peacekeepers perpetrate human rights abuses, including sexual exploitation and excessive force, there has been a notable neglect of studies on lethal violence within the broader spectrum of peacekeeping misconduct. I propose and evaluate two explanations: the revengehypothesis, suggesting emotional responses to attacks on comrades as drivers of violence, and the show of force hypothesis, where violence is an unintentional byproduct of deterring perceived threats. Using original survey data and an event dataset from AMISOM in Somalia, I leverage the random exposure to Improvised Explosive Devices (IEDs). Results suggest that while IED attacks on peacekeepers are linked to subsequent violence against civilians, lethal force is primarily used following the loss of a fellow peacekeeper due to an IED attack, supporting the revenge mechanism. These insights reveal the intricate interplay of emotions and peacekeeping dynamics, providing insights into the origins of abusive behavior.
DOI: 10.7910/dvn/q3vdz6
title: Data Package - Stakeholder Engagement for Sustainable Open Research Data Support Services: Insights from Interviews and Surveys in Switzerland

description: Supplementary information and data supporting van de Wiel et al., "Stakeholder Engagement for Sustainable Open Research Data Support Services: Insights from Interviews and Surveys in Switzerland".

The research was conducted at the University of Zurich as part of the &lt;a href="https://doi.org/10.5281/zenodo.14356003"&gt;AFFORD&lt;/a&gt; project.
DOI: 10.7910/dvn/baayfc
title: Soil profile data used for relative-age dating of landforms in the central Wasatch Mountains and western Uinta Basin as part of seismic hazards studies for U.S. Bureau of Reclamation dams – 1979-1988

description: This Harvard Dataverse dataset consists of four U.S. Bureau of Reclamation Seismotectonic Section internal reports for dams and related structures in the central Wasatch Mountains and adjacent western Uinta Basin, more complete relative-age soil profile data than presented in the reports (in tables in Excel format), data for dust traps in the same region that was not included in the reports, and the poster (pdf format) about these topics presented at a special session of the 2022 Geological Society of America annual meeting (Denver, 9-12 October ) to celebrate the career of Professor Peter W. Birkeland (Department of Geosciences, University of Colorado, Boulder).
DOI: 10.7910/dvn/cbsoes
title: Good Grapefruit: An open image dataset of good Grapefruits for machine vision enabled automated grading of produce based on visual characteristics.

description: Open Image Data Set of Good Grapefruits
DOI: 10.21233/yyxd-ek28
title: Kimble Pond plant macrofossil dataset

description: Raw data for the Kimble Pond plant macrofossil 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/bbxyp8
title: Deep Learning-aided Channel Estimation Combined with Advanced Pilot Assignment Algorithm to Mitigate Pilot Contamination for Cell-Free Networks

description: Abstract
Objectives: The performance of Cell-Free Massive Multiple Input Multiple Output (CFMM) is analyzed in this paper for its two bottlenecks i.e., Pilot Contamination (PC) and Channel Estimation Error (CEE). Methods: The CFMM network is strongly affected by PC which is one of the bottlenecks due to which quality of service and accuracy of channel estimation gets impacted. Therefore, we address this problem by presenting advanced pilot assignment algorithm to mitigate PC and deep learning aided channel estimation for reducing CEE for the CFMM systems to maximize spectral efficiency (SE). We derive achievable uplink and downlink SE expressions for the proposed system, and compare with Minimum Mean Square Error and Maximum Ratio combining techniques. As well, the performance is evaluated for different antenna configurations. The advanced pilot assignment algorithm is compared with greedy pilot assignment and random pilot assignment methods. The performance of cellular massive multiple input multiple output (MIMO) is derived for comparison. The performance of CFMM system is evaluated using MATLAB software. Findings: The UL and DL performance of the proposed system in terms of SE is 3.2 times higher than the conventional CFMM with MMSE and MR combining techniques. Average sum spectral efficiency of the proposed system increases with increase in number of access points (APs). Comparison with different antenna configurations reveals that, with 400 APs equipped with single antenna, only UE with good channel condition shows performance enhancement, but when each AP is equipped with 4 antennas, the UE with unfavourable channel condition also give better performance. Advanced pilot assignment scheme proves to be better than greedy and random pilot assignment techniques. For the same cellular set up, the proposed CFMM system achieves higher SE than the cellular massive MIMO. Novelty: Due to the advanced pilot assignment algorithm used in the proposed CFMM system, at a time, only one AP is selected and the selected AP with its full received power serves the desired UE, which suppresses interference resulting in improved SE performance. The serving AP is selected considering the distance between UE and AP, rather than using large scale fading coefficient which is the unique feature of pilot assignment algorithm. The proposed deep learning-aided channel estimation method, minimizes the mean square error (MSE) between the actual channel and the channel estimates obtained from the MMSE estimation resulting in reduction in channel estimation error. Thus, the use of the proposed advanced pilot assignment algorithm and deep learning-aided channel estimation method increase the SE performance of the CFMM system.

Keywords: Cell­Free Massive Multiple Input Multiple Output, Pilot Contamination, Channel Estimation Error, Minimum Mean Square Error, Maximum Ratio
DOI: 10.21233/pj0d-ja19
title: Slack Reservoir diatom surface sample dataset

description: Raw data for the Slack Reservoir 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/xsvitm
title: Replication data for: Entry Deregulation, Market Turnover, and Efficiency: China's Business Registration Reform

description: This package is used for the replication of Entry Deregulation, Market Turnover, and Efficiency: China's Business Registration Reform.
DOI: 10.7910/dvn/b9tccz
title: Automatic Modulation Classification Based on In-Phase Quadrature Diagram Constellation Combined with a Deep Learning Model

description: Abstract
Objectives: This study aims to present a framework for Automatic Modulation recognition using Deep learning without feature extraction.

Methods: We study seven modulations using the In-Phase Quadrature constellation polluted by Additive White Gaussian Noise. We apply the K-means algorithm to normalize data transmitted and polluted by noise; the new diagram obtained is considered as an image and coded in pixel before entering in a Deep Neural Network where we apply 20% dropout on hidden layers to avoid overfitting. The simulation is carried out in Matlab.

Findings: Experiment performed on selected modulations following the proposed framework gives a good percentage of recognition equal to 96.12%. Our algorithm Deep Neural Network imaGe gives the best performance results at epoch equal to 2,000,000.

Applications: The outcome will be beneficial for researchers in Software-Defined Radio for civilian and military applications like electronic attacks and electronic protection.

Keywords: Modulations, I–Q Diagram Constellation, Clustering, Deep Neural Network, Dropout.
DOI: 10.7910/dvn/cjwhgh
title: Transparency materials for: Media Consolidation and News Content Quality

description: Transpareny materials for: Media Consolidation and News Content Quality
DOI: 10.7910/dvn/qf6zle
title: Replication Data for: Can the Supreme Court Generate Public Acceptance of Election Rulings? Politicized Appointments, Elite Norm Violations, and the 2020 Election

description: Replication data and code for: Can the Supreme Court Generate Public Acceptance of Election Rulings? Politicized Appointments, Elite Norm Violations, and the 2020 Election
DOI: 10.7910/dvn/zyjxy4
title: Replication Data for: Schools as Safety Nets: Break­downs and Recovery in Reporting of Violence Against Children

description: Replication materials for the paper "Schools as Safety Nets: Break­downs and Recovery in Reporting of Violence Against Children" accepted for publication in the Journal of Human Resources.
DOI: 10.21233/zknx-ab41
title: Moorhausen pollen dataset

description: Raw data for the Moorhausen pollen 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/muytox
title: A model of the formation of serrated deformation and propagation of Luders bands during the Portevin-Le Chatelier effect in alloys

description: A distributed autowave model of the Portevin-Le Chatelier effect has been developed for the region of medium and elevated temperatures in alloys. The model was converted into dimensionless form and the mechanisms of serrated deformation and localization of plastic flow were studied using analytical and numerical approaches. An instability region is found for the rate of plastic deformation and temperature, in the vicinity of which the Portevin-Le Chatelier effect is realized. The critical dimensionless parameters responsible for the variety of spatial-wave solutions of the initial system of equations are determined: the shapes of the load oscillations representing a quasi-periodic sequence of oscillating wave packets; bursts of plastic deformation velocity. The bursts are strictly correlated and form distinct Portevin-Le Chatelier bands under the stochastic deformation regime. Portevin-Le Chatelier bands extend from one end of the crystal to the other, where the reverse band is formed. This process of propagation of deformation bands is periodically repeated
description: PSFC REPORT PSFC/JA-23-101<br><br>The Russian Science Foundation supported this work, project No. 22-22- 00749.<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/pa2xxo
title: Replication Data for: Fickle Prosociality: How Violence against LGBTQ+ People Motivates Prosocial Mass Attitudes toward LGBTQ+ Group Members

description: Complete data, code, and R project directory for replicating figures and tables in the main text, appendix, and dataverse supplementary materials in "Fickle Prosociality: How Violence Against LGBTQ+ People Motivates Prosocial Mass Attitudes Toward LGBTQ+ Group Members" by Marcel Roman and Jack Thompson. Download *all* files in their *original format* to run replication code from the R project directory. Unzip the .zip file to run replication code from the R project directory.
description: <strong>APSR Data Editors' Note:</strong> APSR Data Editors have reviewed included documentation for completeness and have successfully reproduced all figures and tables in the article using the code and data included in this deposit. Data editors do not review results presented in appendices or supplementary materials.
DOI: 10.7910/dvn/yiloav
title: Representative bureaucracy in policing: A replication

description: This dataset was used for analysis and served as the basis for drawing conclusions in this study.
DOI: 10.21233/ec41-dj76
title: Crane Lake charcoal dataset

description: Raw data for the Crane Lake charcoal 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/ccvkzx
title: Replication Data for: Modifications to the inverse-square law of radiation detection for finite sized detectors

description: Replication data for figures and model fits in the paper. 

Columns are:

dist -- distance between source and detector [centimeters]
rate -- detector count rate corrected for deadtime [counts/s]
rateErr -- detector count rate uncertainty [counts/s]
DOI: 10.7910/dvn/cdtrbo
title: Baseline Data for Telehealth in Rural India

description: This package contains Baseline Household and Healthcare Provider data for the study "Telehealth in Rural India" by Erika Deserranno, Andrea Guariso and Amanda Dahlstrand. The study was conducted in 400 villages of the Saran district of Bihar.
DOI: 10.7910/dvn/mkddbe
title: Hawaiian daily disturbance classification (1990-2010)

description: Hawaiian daily disturbance classification (1990-2010) (Longman et al. 2021)
DOI: 10.21233/e7ew-tt07
title: Riviere Gatineau water chemistry dataset

description: Raw data for the Riviere Gatineau 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: 10.21233/xvse-5425
title: Danker Lake water chemistry dataset

description: Raw data for the Danker 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: 10.21233/qrnz-x989
title: Twin Lake water chemistry dataset

description: Raw data for the Twin 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.