cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/gs0qaf
title: Geographic variability of hybridization between red-breasted and red-naped sapsuckers

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;Hybrid zones reveal the strength of reproductive isolation between populations undergoing speciation and are a key tool in evolutionary biology research. Multiple replicate transects across the same hybrid zone offer insight into the dynamics of hybridization in different environments, clarifying the role of extrinsic forces on the speciation process. Red-breasted and red-naped sapsuckers (&lt;em&gt;Sphyrapicus&lt;/em&gt; &lt;em&gt;ruber&lt;/em&gt; and &lt;em&gt;S&lt;/em&gt;. &lt;em&gt;nuchalis&lt;/em&gt;) have a long zone of contact over approximately 1,600 km from central British Columbia, Canada to central California, USA. We used Genotyping-by-Sequencing data from three independent sapsucker hybrid zone transects to compare hybridization dynamics between these species under variable geoclimatic conditions. We generated geographic clines of the genomic data to compare hybrid zone widths and used Random Forest models and linear regression to assess the relationship between climate and sapsucker ancestry along each transect. Our results show variation in the directionality of backcrossing, often indicative of moving hybrid zones. We note variable cline widths among transects, indicating differences in selection maintaining hybrid zone dynamics. Furthermore, Random Forest models identified different variables in close association with sapsucker ancestry across each transect. These results indicate a lack of repeatability across replicate transects and a strong influence of local environment on hybrid zone dynamics.&lt;/p&gt;
description: &lt;b&gt;Methods&lt;/b&gt;&lt;br /&gt;&lt;p&gt;Please see the Natola et al. 2022 Evolution paper for methodology, and the README.md and tassel_filter_admixture_scripts.txt files for additional details. &lt;/p&gt;
description: &lt;b&gt;Usage notes&lt;/b&gt;&lt;br /&gt;&lt;p&gt;The README contains a list of files used and the figures/contexts they appear in the publication text. The file tassel_filter_admixture_scripts.txt outlines steps to convert raw Illumina GBS reads to genotype files in the program Tassel, filter reads, and run ADMIXTURE on a remote server. Raw Illumina fastq.gz files can be downloaded from NCBI's Sequence Read Archive (SRA BioProject numbers PRJNA326842 - Northern, PRJNA896571 - Central, PRJNA521235 - Southern).&lt;/p&gt;
description: <b>Dryad version number:</b> 3
<b>Version status:</b> submitted
<b>Dryad curation status:</b> Published
<b>Sharing link:</b> https://datadryad.org/stash/share/GAnzCWnbPnCuHTXa6MK87fdkWJ94R4YuBS9XSw-0Sn8
<b>Storage size:</b> 89093557
<b>Visibility:</b> public
DOI: 10.5683/sp3/7z4bkh
title: Replication Data and Code for: Do Standards Improve the Quality of Traded Products?

description: The data and programs replicate tables and figures from "Do Standards Improve the Quality of Traded Products?", by Disdier, Gaigné and Herghelegiu. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/hskjey
title: Dataset for Benchmarking Aspect Level Sentiment Classification on Reviews Requiring Coreference Resolution

description: We present the ALSC-CR dataset for Aspect Level Sentiment Classification (ALSC). This dataset can be used to benchmark ALSC model performance on reviews that require coreference resolution (CR) ability to perform well. For example, CR is needed to predict the sentiment for "food" in the sentence - "I had food, it was bad." Here, "food" has a negative sentiment only because it is referring to the same entity as "it" which in turn is associated with a negative sentiment.
DOI: 10.5683/sp3/8bey4n
title: Supplementary files for Golabbakhsh et al. (2023)

description: This dataset contains 1 animation of OCT data; 3 finite-element models of the human middle ear; and 6 command files for running simulations using Code_Aster
description: Salome-Meca, V2017.0.2
description: Code_Aster, 12.8
DOI: 10.5683/sp3/m0rdcj
title: Verified Incident: Burnings and Killing in Adere Village (October 2020)

description: Verified Incident: Burnings and Killing in Adere Village (October 2020)
DOI: 10.5683/sp3/jx5aip
title: Verified Incident: Destruction of Homes and Livestock in Bali Nyonga (January 2020)

description: Verified Incident: Destruction of Homes and Livestock in Bali Nyonga (January 2020)
DOI: 10.5683/sp3/1dukle
title: Verified Incident: Burning of Buildings in Three Corners Bekondo (December 2020)

description: Verified Incident: Burning of Buildings in Three Corners Bekondo (December 2020)
DOI: 10.5683/sp3/sptcmu
title: Verified Incident: Burning of Buildings in Kikaikom (October 2021)

description: Verified Incident: Burning of Buildings in Kikaikom (October 2021)
DOI: 10.5683/sp3/sueifk
title: Verified Incident: Burning of Mbalangi Village (February 2021)

description: Verified Incident: Burning of Mbalangi Village (February 2021)
DOI: 10.5683/sp3/rn4kei
title: Verified Incident: Forced Stripping Naked of Students in Buea (January 2022)

description: Verified Incident: Forced Stripping Naked of Students in Buea (January 2022)
DOI: 10.5683/sp3/0wsyp1
title: Verified Incident: Burning of GS Bali Town, Bali (July 2021)

description: Verified Incident: Burning of GS Bali Town, Bali (July 2021)
DOI: 10.5683/sp3/mwsnsn
title: Verified Incident: Burning of GPPS Molyko, Group 1, Buea (February 2022)

description: Verified Incident: Burning of GPPS Molyko, Group 1, Buea (February 2022)
DOI: 10.5683/sp3/lebo6x
title: Verified Incident: Attack on Kulu Memorial College, Limbe (November 2020)

description: Verified Incident: Attack on Kulu Memorial College, Limbe (November 2020)
DOI: 10.5683/sp3/ixuqzo
title: Verified Incident: Burning of Queen of the Rosary College, Okoyong, Mamfe (February 2022)

description: Verified Incident: Burning of Queen of the Rosary College, Okoyong, Mamfe (February 2022)
DOI: 10.5683/sp3/vlprdr
title: Verified Incident: Shooting of Four Youths in Meta Quarter, Bamenda (January 2021)

description: Verified Incident: Shooting of Four Youths in Meta Quarter, Bamenda (January 2021)
DOI: 10.5683/sp3/nre5lw
title: Verified Incident: Burning and Looting in Tashem Village, Bui (October 2021)

description: Verified Incident: Burning and Looting in Tashem Village, Bui (October 2021)
DOI: 10.5683/sp3/rglrd8
title: Verified Incident: Burning of Boys’ Dormitory at PSS Mankon (August 2022)

description: Verified Incident: Burning of Boys’ Dormitory at PSS Mankon (August 2022)
DOI: 10.5683/sp3/g95wzl
title: Verified Incident: Burning of Mamfe District Hospital, Manyu (June 2022)

description: Verified Incident: Burning of Mamfe District Hospital, Manyu (June 2022)
DOI: 10.5683/sp3/nl75rp
title: Verified Incident: Attack on Mbonhong Village, Ndu (April 2022)

description: Verified Incident: Attack on Mbonhong Village, Ndu (April 2022)
DOI: 10.5683/sp3/39tdd9
title: La programmation de la télévision généraliste au Québec (1952-2008)

description: Étude sur la programmation des chaînes généralistes de télévision de langue française au Québec (Radio-Canada, TVA, Télé-Québec, TQS), 1952-2008. Cet ensemble contient une grille de classification des émissions télévisées. Une base de données des émissions sera prochainement ajoutée à cet ensemble de données.
DOI: 10.5683/sp3/bhazw8
title: Data for the Item Response Theory Analysis of the Dysfunctional Beliefs and Attitudes About Sleep-16 (DBAS-16) Scale in a University Student Sample

description: Data for the item response theory analysis of the Dysfunctional Beliefs and Attitudes About Sleep-16 (DBAS-16) Scale in a university student sample
DOI: 10.5683/sp3/s2cwja
title: Control of Phytonemus pallidus (Acari: Tarsonemidae) from strawberry transplants using controlled atmosphere temperature treatment

description: All data for article "Control of Phytonemus pallidus (Acari: Tarsonemidae) from strawberry transplants using controlled atmosphere temperature treatment (CATT)" for submission to Journal of Economic Entomology.
DOI: 10.5281/zenodo.17656344
title: Map of the Attractiveness of Globally Important Agricultural Heritages to Digital Nomads

description: Despite the growing evidence of digital nomads flowing into GIAHS destinations, a significant and specific research deficit persists: there is a pronounced lack of systematic, empirical studies that explicitly connect the unique attributes of GIAHS to the specific needs, preferences, and impacts of the digital nomad demographic. This study pioneers the Digital Nomad-Friendliness (DNF) Index, a novel, stakeholder-driven, multi-criteria decision analysis framework specifically designed to bridge this gap. This research seeks to evaluate how well agricultural heritages satisfy to the needs of digital nomads on a global scale, trying to find co-beneficial, sustainable pathway between them. By employing evaluation systematic indicators specifically tailored to 86 GIAHS destinations, the key variables for digital nomads’ choices on GIAHS destination are weighted and integrated into the DNF index, grounded in the combination of subjective and objective method.
DOI: 10.5683/sp3/wquldq
title: Effects of controlled atmosphere temperature treatment (CATT) for Phytonemus pallidus management on plant survival, yield and growth of strawberry transplants

description: All data for article "Effects of controlled atmosphere temperature treatment (CATT) for Phytonemus pallidus management on plant survival, yield and growth of strawberry transplants" published in Phytoprotection.
DOI: 10.5683/sp3/zicb86
title: Données de réplication pour : Distinctive phases and variability of vibration-induced postural reactions highlighted by center of pressure analysis

description: Raw and anonymous data underlying results of the research project named "Distinctive phases and variability of vibration-induced postural reactions highlighted by center of pressure analysis".
DOI: 10.5683/sp3/3lurkl
title: Global sedimentation rate database digitized from the Journal of paleolimnology [1989 - 2016]
title: Base de données mondiale sur les taux de sédimentation numérisée à partir du Journal of paleolimnology [1989 - 2016]

description: Available datasets include the spatial coordinates and the digitized temporal rates of lake sedimentation expressed as Sediment Accumulation Rates (SAR; mm/year) and Mass Accumulation Rate (MAR; g/cm2/year) digitized from the Journal of Paleolimnology between 1989 to 2016CE and presented in Baud et al. (2021).
description: The file contains the following variables and units of measurement: 
Latitude and Longitude (decimal degree)
Sediment Accumulation Rate (SAR; mm/year)
Mass Accumulation Rate (MAR; g/cm2/year)
DOI: 10.5683/sp3/cv3yrk
title: Replication Data and Code for: Build it and they will come: Volunteer Opportunities and Volunteering

description: The data and programs replicate tables and figures from "Build it and they will come: Volunteer Opportunities and Volunteering," by Deri Armstrong, Devlin, and Seifi. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/hjdwqv
title: Measured micro-XRF intensities, elemental concentrations obtained via ICP-MS/AES and density profiles obtained via computed-tomography scanner for 37 Eastern Canadian lakes
title: Intensités micro-XRF mesurées, concentrations d'éléments obtenues par ICP-MS/AES et profils de densité obtenus par tomodensitométrie pour 37 lacs de l'est du Canada

description: Measured ITRAX intensities, elemental concentrations obtained via ICP-MS/AES and density profiles obtained via computed-tomography scanner for 37 lakes across Eastern Canada collected by the LakePulse Program in 2017.
description: The file contains the following variables and units of measurement: 
Density:
midpoint_depth;Midpoint depth of the measurement interval relative to core top;cm
density;Density expressed in Hounsfield Units from high-resolution CT-scanner;HU

ICP-AES:
midpoint_depth;Midpoint depth of the discrete sediment interval relative to core top;cm
icp_aes_al;Aluminium concentration;mg/kg
icp_aes_as;Arsenic concentration;mg/kg
icp_aes_ba;Barium concentration;mg/kg
icp_aes_ca;Calcium concentration;mg/kg
icp_aes_co;Cobalt concentration;mg/kg
icp_aes_cr;Chromium concentration;mg/kg
icp_aes_cu;Copper concentration;mg/kg
icp_aes_fe;Iron concentration;mg/kg
icp_aes_k;Potassium concentration;mg/kg
icp_aes_mg;Magnesium concentration;mg/kg
icp_aes_mn;Manganese concentration;mg/kg
icp_aes_na;Sodium concentration;mg/kg
icp_aes_p;Phosphorus concentration;mg/kg
icp_aes_pb;Lead concentration;mg/kg
icp_aes_s;Sulfur concentration;mg/kg
icp_aes_sr;Strontium concentration;mg/kg
icp_aes_ti;Titanium concentration;mg/kg
icp_aes_v;Vanadium concentration;mg/kg
icp_aes_zn;Zinc concentration;mg/kg
icp_aes_zr;Zirconium concentration;mg/kg

ICP-MS:
mass;mass sample quantified;g
midpoint_depth;Midpoint depth of the discrete sediment interval relative to core top;cm
icp_ms_cr;Chromium concentration;μg/g
icp_ms_ni;Nickel concentration;μg/g
icp_ms_cu;Copper concentration;μg/g
icp_ms_zn;Zinc concentration;μg/g
icp_ms_as;Arsenic concentration;μg/g
icp_ms_cd;Cadmium concentration;μg/g
icp_ms_pb;Lead concentration;μg/g

XRF:
midpoint_depth;Midpoint depth of the measurement interval relative to core top;cm
itrax_cps;counts per second;cps
itrax_al;Aluminium;cps
itrax_ba;Barium;cps
itrax_ca;Calcium;cps
itrax_fe;Iron;cps
itrax_k;Potassium;cps
itrax_mn;Manganese;cps
itrax_p;Phosphorus;cps
itrax_s;Sulfur;cps
itrax_sr;Strontium;cps
itrax_ti;Titanium;cps
itrax_v;Vanadium;cps
itrax_zr;Zirconium;cps
itrax_cr;Chromium;cps
itrax_cu;Copper;cps
itrax_ni;Nickel;cps
itrax_zn;Zinc;cps
itrax_cd;Cadmium;cps
itrax_pb;Lead;cps
itrax_ge;Germanium;cps
itrax_br;Bromine;cps
itrax_rb;Rubidium;cps
itrax_mo_inc;Molybdenum Incoherence;cps
itrax_mo_coh;Molybdenum Coherence;cps
itrax_inc_coh;Molybdenum Incoherence:Coherence Ratio;ratio
DOI: 10.5683/sp3/ceosqd
title: Measured elemental Pb concentrations, radioisotopic activity profiles, calculated dates and mass accumulation rates for 7 lakes at the Experimental Lakes Area (IISD-ELA)
title: Concentrations de plomb élémentaire mesurées, profils d'activité radio-isotopique, dates calculées et taux d'accumulation de masse pour 7 lacs de la Région des lacs expérimentaux (IISD-ELA)

description: Measured elemental Pb concentrations, radioisotopic activity profiles, calculated dates and mass accumulation rates for 7 lakes at the Experimental Lakes Area (IISD-ELA) collected by the LakePulse Program in 2018.
description: The file contains the following variables and units of measurement: 
Activities:
cumul_drymass;Cummulative dry mass of sediment;g/cm2
midpoint_depth;Midpoint depth of the discrete sediment interval relative to core top;cm
pb210;Isotopic activity for 210Pb;Bq/kg
pb210e;Error on isotopic activity for 210Pb;Bq/kg
pb214;Isotopic activity for 214Pb;Bq/kg
pb214e;Error on isotopic activity for 214Pb;Bq/kg
bi214;Isotopic activity for 214Bi;Bq/kg
bi214e;Error on isotopic activity for 214Bi;Bq/kg
cs137;Isotopic activity for 137Cs;Bq/kg
cs137e;Error on isotopic activity for 137Cs;Bq/kg
am241;Isotopic activity for 241Am;Bq/kg
am241e;Error on isotopic activity for 241Am;Bq/kg

Dates:
cumul_drymass;Cummulative dry mass of sediment;g/cm2
midpoint_depth;Midpoint depth of the discrete sediment interval relative to core top;cm
uns_210;Unsupported 210Pb activity;Bq/kg
uns_210e;Error on unsupported 210Pb activity;Bq/kg
sup_210;Supported 210Pb activity;Bq/kg
sup_210e;Error on supported 210Pb activity;Bq/kg
binford;difference between unsupported 210Pb activity and error on unsupported activity;Bq/kg
inventory;210Pbex deposit (or activity per unit surface area);Bq/m2
inventorye;Error on 210Pbex deposit;Bq/m2
age_cfcs;Age relative to core top (0 year) according to CFCS model;year
year_cfcs;Gregorian calendar year of the discrete sediment interval according to CFCS model;year
error_cfcs;CFCS model error on age;year
age_crs;Age relative to core top (0 year) according to CRS model;year
year_crs;Gregorian calendar year of the discrete sediment interval according to CRS model;year
error_crs;CRS model error on age;year
age_cic;Age relative to core top (0 year) according to CIC model;year
year_cic;Gregorian calendar year of the discrete sediment interval according to CIC model;year
error_cic;CIC model error on age;year

Rates:
cumul_drymass;Cummulative dry mass of sediment;g/cm2
midpoint_depth;Midpoint depth of the discrete sediment interval relative to core top;cm
mar_cfcs;Resulting sediment mass accumulation rates from CFCS model;g/cm2/year
mar_cfcse;Error on resulting sediment mass accumulation rates from CFCS model;g/cm2/year
mar_crs;Resulting sediment mass accumulation rates from CRS model;g/cm2/year
mar_crse;Error on resulting sediment mass accumulation rates from CRS model;g/cm2/year

Elemental Pb:
midpoint_depth;Midpoint depth of the discrete sediment interval relative to core top;cm
icp_aes_pb;Lead concentration;mg/kg
DOI: 10.5683/sp3/timqap
title: Great Auk body and egg mass

description: Data and code for a study to predict the body mass and egg mass of the extinct Great Auk Pinguinus impennis
DOI: 10.5683/sp3/e1rcyi
title: Gut commensal Enterocloster species host inoviruses that are secreted in vitro and in vivo

description: This repository contains the raw data for this study. The files are divided based on the figure they contributed to. Each figure folder has a README file that tells you what the files inside it mean. To see the code used to analyze and plot the raw data present, please go to the following GitHub repository &lt;a href="https://github.com/Tropini-lab/Enterocloster_inoviruses_data_and_code"&gt;(https://github.com/Tropini-lab/Enterocloster_inoviruses_data_and_code)&lt;/a&gt;
DOI: 10.5683/sp3/auzjop
title: LEB Project

description: The files in this dataset pertain to the LEB Project. Funding: CIHR COVID-19 Legal Frameworks for Vaccination Research Rapid Response #173056. REB Approval: IWK Health Centre Research Ethics Board #1025970.
DOI: 10.5683/sp3/q3w5bx
title: MacEwan University Data Repository Terms of Use

description: These documents provide information about how the MacEwan University Data Repository is managed and provide guidance for prospective depositors.
description: These documents are updated as needed.
DOI: 10.5683/sp3/marslq
title: Determining Preference for Transit-Integrated Ridesourcing Models in Northwest Waterloo, Ontario, 2022 [Waterloo, Ontario, Canada]
title: Main Survey
title: Determining Preference for Transit-Integrated Ridesourcing Models in Northwest Waterloo, Ontario

description: The objective of this research study was to assess which factors influence people in northwest Waterloo to choose different modes of travel when making trips in the Region of Waterloo.

The dataset contains the processed data from the survey, which has been anonymized following the associated research ethics protocol.
description: Determining Preference for Transit-Integrated Ridesourcing Models in Northwest Waterloo, Ontario
description: Lighthouse Studio, 9.11.0
description: This survey was administered online from 2021-04-30 to 2021-07-31
DOI: 10.5683/sp3/x11t1i
title: Integrated weed management studies for carrots grown on high organic soils

description: Integrated weed management for carrots grown on high organic soils (&gt; 70% organic matter) is critical in order to protect plant health and optimize yield. Linuron resistant pigweed species (Amaranthus retroflexus and Amaranthus powellii) have been identified on more than 8000 hectares in Ontario. The inability of linuron to control annual pigweed species is a serious threat to successful carrot production. The objective of this study is to further the development of an integrated weed management strategy for carrots with a special focus on management and control. Field trials will be conducted at the Muck Research Station. The identification and registration of new herbicides for the control of linuron resistant pigweed species will provide new weed management options for growers in-regards to the best management practices for current and future herbicide-resistant populations.
description: ARM, 2022.5
description: This file contains Agriculture Research Management (ARM) formatted files (dat0). An ARM license is required to access these files.
DOI: 10.5683/sp3/13tixk
title: Supplementary Data for Thermodynamic Models for the Melting of Mantle Peridotites
title: Daoheng Wang MSc Thesis Supplementary Online Dataset

description: This Dataset included:
Appendix B THERMOCALC Calculation Results
Appendix C THERMOCALC-Running Files
For the Thesis: Testing and Applying Thermodynamic Models for the Melting of Mantle Peridotites
description: THERMOCALC, β-350
DOI: 10.5683/sp3/auahyd
title: CBIPOCAR Data Management

description: Slide deck for a workshop on research data management best practices, using a Canadian BIPOC artists rolodex as an example.
DOI: 10.5683/sp3/cb63pg
title: Codebook data for: PSYCHOLOGICAL, FINANCIAL, AND EDUCATIONAL IMPACTS OF THE COVID-19 PANDEMIC AMONG CHILDREN WITH CANCER AND THEIR FAMILIES: A SYSTEMATIC REVIEW AND THEMATIC ANALYSIS

description: Codebook data and thematic map used for the thematic analysis described in the paper "PSYCHOLOGICAL, FINANCIAL, AND EDUCATIONAL IMPACTS OF THE COVID-19 PANDEMIC AMONG CHILDREN WITH CANCER AND THEIR FAMILIES: A SYSTEMATIC REVIEW AND THEMATIC ANALYSIS" by Maureen M Churipuy, Rodrigo Noorani, Callum J R Mullen, Mariam El-Zein, Ronald D. Barr, Eduardo L. Franco, Talía Malagón
DOI: 10.5683/sp3/wleyzv
title: Supplementary files for: Reliability and reproducibility in targeted eDNA detection: the implications of species distributions and genetic diversity

description: Supplementary files for inclusion in a MSc thesis. Files contain an expanded decision tree (supp info 1) for assay validation in eDNA targeted detection, a spreadsheet of the published assays evaluated in the study (supp info 2) and their corresponding metadata, an alignment (supp info 3) of all available 597nt COX1 sequences of Canadian freshwater fish and their congeners, and a list of all know past and present Canadian freshwater fish species (supp info 4).
DOI: 10.5683/sp3/matvnv
title: Santé mentale et population universitaire : un laboratoire-vivant au service de la communauté

description: Ensemble des documents liés au projet de recherche mené auprès des étudiant.es et des employé.es de l'UQAC. Cet ensemble comprend : a) les documents de certification éthique, b) les outils de collecte de données, c) des bases de données et d) le rapport et la cartographie finale de projet.
DOI: 10.5683/sp3/vrdlef
title: Engineering Data Sharing Practices and Preferences

description: A survey questionnaire was conducted as an independent study looking at the research data sharing practices and preferences of engineering faculty in the Faculty of Applied Science at the University of British Columbia. It also includes questions related to open access publishing practices and types of research data being generated within this Faculty. The survey ran from July to September 2022.
description: Qualtrics
DOI: 10.5683/sp3/ntaaey
title: Replication Data and Code for: Endogenous Timing and Income Inequality in the Voluntary Provision of Public Goods: Theory and Experiment

description: The data and programs replicate tables and figures from "Endogenous Timing and Income Inequality in the Voluntary Provision of Public Goods: Theory and Experiment", by Itaya, Mizushima, and Kurosaka. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/bqkbnq
title: Replication Data and Code for: Board gender quotas and outward foreign direct investment: Evidence from France

description: Replication Data and Code for: "Board gender quotas and outward foreign direct investment: Evidence from France", by Aktas, Gattai, and Natale. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/3goczv
title: Bucci et al_FullLifecycleAssessment_Microplastics

description: This is the raw data from the Bucci et al. study testing the effects of microplastics to fathead minnow over a full lifecycle.