cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/mxsirn
title: Replication Data and Code for: Is job insecurity on the rise? Evidence from Canadian perception data

description: The data and programs replicate tables and figures from "Is job insecurity on the rise? Evidence from Canadian perception data", by Brochu and Zhou. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/dkzzeo
title: Replication Data and Code for: Agglomeration, backward and forward linkages: evidence from South Korean investment in China

description: The data and programs replicate tables and figures from "Agglomeration, backward and forward linkages: evidence from South Korean investment in China", by Debaere, Lee and Paik. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/rabjbo
title: Données de réplication pour: Effects of different modalities of afferent stimuli of the lumbo-sacral area on control of paravertebral muscles

description: [MEP data] --&gt; Datasets of motor-evoked potentials (MEP) at multiple inter-stimulus intervals (ISI) for three sensory conditions (Muscle stimulation, cutaneous non-noxious and cutaneous non-noxious stimulation) of two lower back muscles (lumbar multifidus (LM) and thoracic erector spinae (TES)).
description: [EMG data] --&gt; Datasets of EMG at multiple epochs for three sensory conditions (Muscle stimulation, cutaneous non-noxious and cutaneous non-noxious stimulation) of two lower back muscles (lumbar multifidus (LM) and thoracic erector spinae (TES)).
DOI: 10.5683/sp3/1fiuhm
title: UCLASS Stutter Annotations

description: This is a collection of 25 time-aligned orthographic transcriptions and
stutter classification labels for 6 stutter types derived from the 
original UCLASS Release One dataset conversations. It was created for the
 use of classification of stuttered speech.
DOI: 10.5683/sp3/nkvogq
title: LibriStutter

description: The Libristutter dataset is a synthesized dataset comprised from the public LibriSpeech 
ASR corpus. It contains artificially stuttered speech, as well as time-aligned transcriptions
and stutter classification labels for 5 stutter types. It was created for the use of 
classification of stuttered speech. It was generated using 20 hours of audio selected
from the 'dev-clean-100' section of the original corpus, consisting of "clean" speech.

All corresponding metadata, including speaker, book, and chapter information
are provided in the original public LibriSpeech ASR corpus.
DOI: 10.5683/sp3/ovispe
title: SS1 Biosignals and Sleep stages
title: SS1 Biosignaux et stades de sommeil

description: &lt;p&gt;The SS1 subset of the Montreal Archive of Sleep Studies (MASS) cohort is an open-access database of laboratory-based polysomnography (PSG) recordings defined as :&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;53 subjects (age 63&plusmn;5.3 years, age range: 55-76 years)
&lt;ul&gt;
&lt;li&gt;19 females (age 63.7&plusmn;4.9 years, age range: 56-72 years)&lt;/li&gt;
&lt;li&gt;34 males (age 63.5&plusmn;5.6 years, age range: 55-76 years)&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;53 PSG recordings (whole night) "* PSG.edf"&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;17 or 19 electrodes in the EEG montage
&lt;ul&gt;
&lt;li&gt;reference is computed linked-ear (CLE) or &lt;br /&gt;linked-ear reference with a 10 k&Omega; resistance (LER)&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;2 EOG channels&lt;/li&gt;
&lt;li&gt;5 bipolar EMG channels&lt;/li&gt;
&lt;li&gt;1 ECG channel&lt;/li&gt;
&lt;li&gt;1 Respiratory thermistance&lt;/li&gt;
&lt;li&gt;1 Air flow cannula&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;53 Sleep staging files "* Base.edf" &lt;/li&gt;
&lt;li&gt;Sleep stage scoring rules : AASM&lt;/li&gt;
&lt;li&gt;Page size (s) : 30&lt;/li&gt;
&lt;/ul&gt;
description: Harmonie, 6.2b FR
description: Mild cognitive impairment (MCI) : 15 subjects (as stated in the article) plus 2 limit cases (diagnosed MCI with updated criteria)<br>* Available through the restricted access descriptor procedure.
Sleep stage scoring does not necessarily start at the beginning of the PSG recording.
Sleep Annotations are available in the dataset named "SS1 Sleep Annotations" (https://doi.org/10.5683/SP3/8ZEAWT)
DOI: 10.5683/sp3/y889cs
title: SS2 Sleep Annotations

description: &lt;p&gt;The SS2 subset of the Montreal Archive of Sleep Studies (MASS) cohort includes:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;19 subjects (age 23.6&plusmn;3.7 years, age range: 18-33 years)
&lt;ul&gt;
&lt;li&gt;8 males (age 24.3&plusmn;4.2 years, age range: 19-33 years)&lt;/li&gt;
&lt;li&gt;11 females (age 23.2&plusmn;3.5 years, age range: 18-30 years)&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;The SS2 subset includes sleep events annotations marked by experts such as sleep spindles and k-complexes.&lt;/p&gt;
&lt;p&gt;Expert 1 scored the sleep spindles and k-complexes for all the subjects.&lt;br /&gt;Expert 2 scored the sleep spindle for 15 out of 19 subjects.&lt;/p&gt;
&lt;p&gt;The subsets includes 53 annotations files "*.edf":&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Sleep spindles marked by expert 1 (19 files "* Spindles_E1.edf")&lt;/li&gt;
&lt;li&gt;Sleep spindles marked by expert 2 (15 files "* Spindles_E2.edf")&lt;/li&gt;
&lt;li&gt;K-Complexes marked by expert 1 (19 files "* KComplexes_E1.edf")&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;The subset includes 19 sleep stages files "* Base.edf". The sleep stages are the same as those included in the dataset named "SS2 Biosignals and Sleep stages"&lt;/p&gt;
&lt;p&gt;Sleep stage scoring : &lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Rules : R&K&lt;/li&gt;
&lt;li&gt;Page size (s) : 20&lt;/li&gt;
&lt;/ul&gt;
description: Expert 2 only scored sleep spindles for 15 out of 19 subjects.
The sleep stages are the same as those included in the dataset named "SS2 Biosignals and Sleep stages".
DOI: 10.5683/sp3/9myucs
title: SS3 Biosignals and Sleep stages
title: SS3 Biosignaux et stades de sommeil

description: &lt;p&gt;The SS3 subset of the Montreal Archive of Sleep Studies (MASS) cohort is an open-access database of laboratory-based polysomnography (PSG) recordings defined as :&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;62 subjects (age 42.5&plusmn;18.9 years, age range: 20-69 years)
&lt;ul&gt;
&lt;li&gt;29 males (age 40.4&plusmn;19.4 years, age range: 20-69 years)&lt;/li&gt;
&lt;li&gt;33 females (age 44.2&plusmn;18.6 years, age range: 20-69 years)&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;62 PSG recordings (whole night) "* PSG.edf"&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;20 electrodes in the EEG montage
&lt;ul&gt;
&lt;li&gt;reference is linked-ear reference with a 10 k&Omega; resistance (LER)&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;2 EOG channels&lt;/li&gt;
&lt;li&gt;3 referential EMG&lt;/li&gt;
&lt;li&gt;1 ECG channel&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;62 Sleep staging files "* Base.edf"&lt;/li&gt;
&lt;li&gt;Sleep stage scoring rules : AASM&lt;/li&gt;
&lt;li&gt;Page size (s) : 30&lt;/li&gt;
&lt;/ul&gt;
description: Harmonie, 6.2b FR
description: The EMG channels are referential and not bipolar as stated in the paper (O'Reilly 2014).
Sleep stage scoring does not necessarily start at the beginning of the PSG recording.
Sleep Annotations are available in the dataset named "SS3 Sleep Annotations" (https://doi.org/10.5683/SP3/YD8AYI).
DOI: 10.5683/sp3/rd8ukm
title: Search Strategy for Cultural Connection for Mental Health in Young People
title: Cultural Connection as an Active Ingredient Affecting Anxiety and Depression in Young People

description: The notes field contains the full MEDLINE (Ovid) search strategy for cultural connection, mental health (anxiety and depression), and youth. The file in this dataset contains the full MEDLINE (Ovid), PsycInfo (Ovid), and CINAHL (EBSCO) search strategies for cultural connection, mental health (anxiety and depression), and youth.
description: 1 ((Cultural adj (continuity or identity or identification or engagement or belief* or tradition*)) or (cultur* adj3 connect*) or (bicultural identity or bi-cultural identity or enculturation or traditional knowledge or heritage culture or ethnic self-identification)).tw,kf. 6436
2 (racial identity or ethnic identity or acculturation).ti,kf. or racial identity.ab. /freq=2 or ethnic identity.ab. /freq=2 or acculturation.ab. /freq=3 4005
3 Cultural Characteristics/ or Culture/ 49407
4 Social Identification/ or Resilience, Psychological/ 16331
5 3 and 4 1170
6 1 or 2 or 5 11162
7 mental disorders/ or exp mental health services/ or self-injurious behavior/ or suicide/ or suicidal ideation/ or suicide, attempted/ or suicide, completed/ or exp depressive disorders/ or exp anxiety disorders/ 464102
8 Mental Health/ 45159
9 (wellness or wellbeing or well-being or distress or mental health or resilience).tw,kf. 412136
10 (mental ill-health or mental disorder* or mental illness* or depressive or depression or anxiety or anxious mood or low mood or suicid* or self-harm* or self-injurious).ti,ab,kf. 648243
11 7 or 8 or 9 or 10 1164383
12 6 and 11 2260
13 adolescent/ 2108767
14 (pediatric* or paediatric* or school* or juvenil* or underage* or under age* or teen* or minor or minors or youth or youths or adolescen* or pubescen* or puberty or young people or college student* or university student* or high school student* or secondary school student* or emerging adult*).tw,kf. 1356490
15 (adolescen* or pediatric* or paediatric*).jw. 546621
16 Young Adult/ or young adult*.tw,kf. 1002049
17 or/13-16 3719818
18 12 and 17 1060
DOI: 10.5683/sp3/muelfo
title: SS4 Biosignals and Sleep stages
title: SS4 Biosignaux et stades de sommeil

description: &lt;p&gt;The SS4 subset of the Montreal Archive of Sleep Studies (MASS) cohort is an open-access database of laboratory-based polysomnography (PSG) recordings defined as :&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;40 subjects (age 25.3&plusmn;4.3 years, age range: 18-35 years)
&lt;ul&gt;
&lt;li&gt;14 males (age 27.4&plusmn;4.5 years, age range: 21-35 years)&lt;/li&gt;
&lt;li&gt;26 females (age 24.1&plusmn;3.9 years, age range: 18-33 years)&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;40 PSG recordings (whole night) "* PSG.edf"&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;4 electrodes in the EEG montage
&lt;ul&gt;
&lt;li&gt;C3, C4, O1, O2&lt;/li&gt;
&lt;li&gt;reference is computed linked-ear (CLE)&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;4 EOG channels&lt;/li&gt;
&lt;li&gt;1 bipolar EMG channel&lt;/li&gt;
&lt;li&gt;3 ECG channels&lt;/li&gt;
&lt;li&gt;1 Respiratory thermistance channel&lt;/li&gt;
&lt;li&gt;1 Oximetry channel&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;40 Sleep staging files "* Base.edf" &lt;/li&gt;
&lt;li&gt;Sleep stage scoring rules : R&amp;K&lt;/li&gt;
&lt;li&gt;Page size (s) : 20&lt;/li&gt;
&lt;/ul&gt;
description: Harmonie, 6.0a EN-0
description: Sleep stage scoring does not necessarily start at the beginning of the PSG recording.
The same sleep stage files (renamed Annotations.edf) are available in the dataset named "SS4 Sleep Annotations" (https://doi.org/10.5683/SP3/CHG82L).
DOI: 10.5683/sp3/0kolba
title: Raw and normalized data used for analyses in the publication titled, "Application of an Organotypic Ocular Perfusion Model to Assess Intravitreal Drug Distribution in Human and Animal Eyes"

description: Raw and normalized data used for analyses in the publication titled, "Application of an Organotypic Ocular Perfusion Model to Assess Intravitreal Drug Distribution in Human and Animal Eyes"
DOI: 10.5683/sp3/wzqmab
title: SS5 Biosignals and Sleep stages
title: SS5 Biosignaux et stades de sommeil

description: &lt;p&gt;The SS5 subset of the Montreal Archive of Sleep Studies (MASS) cohort is an open-access database of laboratory-based polysomnography (PSG) recordings defined as :&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;26 subjects (age 25&plusmn;7.4 years, age range: 20-59 years)
&lt;ul&gt;
&lt;li&gt;13 males (age 23&plusmn;2.2 years, age range: 20-27 years)&lt;/li&gt;
&lt;li&gt;13 females (age 26.9&plusmn;10 years, age range: 20-59 years)&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;26 PSG recordings (whole night) "* PSG.edf"&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;20 electrodes in the EEG montage
&lt;ul&gt;
&lt;li&gt;reference is linked-ear reference with a 10 k&Omega; resistance (LER)&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;2 EOG channels&lt;/li&gt;
&lt;li&gt;3 referential EMG&lt;/li&gt;
&lt;li&gt;1 ECG channel&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;26 Sleep staging files "* Base.edf"&lt;/li&gt;
&lt;li&gt;Sleep stage scoring rules : R&amp;K&lt;/li&gt;
&lt;li&gt;Page size (s) : 20&lt;/li&gt;
&lt;/ul&gt;
description: Harmonie, 6.2b FR
description: The EMG channels are referential and not bipolar as stated in the paper (O'Reilly 2014).
Sleep stage scoring does not necessarily start at the beginning of the PSG recording.
Muscular artefact detections are available in the dataset named "SS5 Sleep Annotations" (https://doi.org/10.5683/SP3/7BBHEH).
DOI: 10.5683/sp3/37pfav
title: Replication Data and Code for: Export Conditions in Small Countries and their Effects on Domestic Markets

description: The data and programs replicate tables and figures from "Export Conditions in Small Countries and their Effects on Domestic Markets", by Alfaro and Warzynski. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/5tsh9v
title: High peatland methane emissions following permafrost thaw: enhanced acetoclastic methanogenesis during early successional stages

description: The data provided in one xlsx file has six tabs: read me, porewater chemistry, enzymes, GHG fluxes, flux isotopes, dissolved gas concentrations and isotopes. "Read me" contains descriptions of all column headers and data. It provides units of measurement for each.
DOI: 10.5683/sp3/tfnpqf
title: 1961-2017 monthly potential groundwater recharge in southern Quebec database

description: This database contains the simulation of potential groundwater recharge (GWR) with a 500 m x 500 m resolution and a monthly time step over southern Quebec for the 1961-2017 period. These data were simulated using the HydroBudget model (HB; Dubois et al., 2021a, b) and are presented in Dubois et al. (2021c). The simulation was performed at UQAM by the team of Pr Marie Larocque’s research Chair on Water and land conservation (Chaire Eau et conservation du territoire), as part of a project funded by the Quebec Ministry of the Environment (Ministère de l’Environnement et de la Lutte contre les changements climatiques - MELCC).

The study area is located in the Province of Quebec (humid and cold climate; Canada), between the St. Lawrence River and the Canada–USA border and between the Quebec–Ontario border and Quebec City (35 800 km2). The study area is divided into 140 656 cells of 500 m x 500 m.

The simulation results are sorted in files by year that contains for each grid cell the monthly values of simulated vertical inflow (VI; sum of observed rainfall and simulated snowmelt – mm), average temperature (°C), simulated runoff (runoff + excess runoff – mm), simulated actual evapotranspiration (mm), and simulated potential GWR (mm).
description: HydroBudget
description: Authors contributions: 

Conceptualization and methodology: Emmanuel Dubois, Marie Larocque, Sylvain Gagné ; Software, visualization, and data curation: Emmanuel Dubois; Writing (original draft and review & editing): Emmanuel Dubois and Marie Larocque; Funding acquisition and Supervision: Marie Larocque 

The meteorological data (daily total precipitation and daily min and max temperature) used as input to the GWR simulation and presented in the dataset in the post-processed form of VI and average monthly temperature were provided by the Quebec Ministry of the Environment (MELCC). They are not under the CC0 - "Public Domain Dedication" licence and are provided for reproduction purposes only. Please refer to the access information section of the READ_ME.txt file for more detail.
DOI: 10.5683/sp3/yd8ayi
title: SS3 Sleep Annotations

description: &lt;p&gt;The SS3 subset of the Montreal Archive of Sleep Studies (MASS) cohort includes sleep stages scored by an expert and automated muscular artefact detection.&lt;/p&gt;
&lt;p&gt;The SS3 subset includes:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;62 subjects (age 42.5&plusmn;18.9 years, age range: 20-69 years)
&lt;ul&gt;
&lt;li&gt;29 males (age 40.4&plusmn;19.4 years, age range: 20-69 years)&lt;/li&gt;
&lt;li&gt;33 females (age 44.2&plusmn;18.6 years, age range: 20-69 years)&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;Sleep stage scoring : &lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Rules : AASM&lt;/li&gt;
&lt;li&gt;Page size (s) : 30&lt;/li&gt;
&lt;/ul&gt;
description: The sleep stages are the same as those included in the dataset named "SS3 Biosignals and Sleep stages".
Sleep stage scoring does not necessarily start at the beginning of the PSG recording.
DOI: 10.5683/sp3/p1c5pr
title: Supplemental data for: Self-Promotion in the Structured Interview – No Evidence of Differential Effects for Men and Women

description: Data corresponding to "Self-Promotion in the Structured Interview – No Evidence of
Differential Effects for Men and Women" journal article.
description: R
DOI: 10.5683/sp3/7bbheh
title: SS5 Sleep Annotations

description: &lt;p&gt;The SS5 subset of the Montreal Archive of Sleep Studies (MASS) cohort includes automated muscular artefact detection and the sleep stages marked by an expert.&lt;/p&gt;
&lt;p&gt;The SS5 subset includes :&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;26 subjects (age 25&plusmn;7.5 years, age range: 20-59 years)
&lt;ul&gt;
&lt;li&gt;13 males (age 23&plusmn;2.2 years, age range: 20-27 years)&lt;/li&gt;
&lt;li&gt;13 females (age 26.9&plusmn;10 years, age range: 20-59 years)&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;Sleep stage scoring : &lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Rules : R&amp;K&lt;/li&gt;
&lt;li&gt;Page size (s) : 20&lt;/li&gt;
&lt;/ul&gt;
description: The sleep stages are the same as those included in the dataset named "SS5 Biosignals and Sleep stages".
Sleep stage scoring does not necessarily start at the beginning of the PSG recording.
DOI: 10.5683/sp3/8zeawt
title: SS1 Sleep Annotations
title: SS1 Annotations de sommeil

description: &lt;p&gt;The SS1 subset of the Montreal Archive of Sleep Studies (MASS) cohort includes :&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;53 subjects (age 63&plusmn;5.3 years, age range: 55-76 years)&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;34 males (age 63.5&plusmn;5.6 years, age range: 55-76 years)&lt;/li&gt;
&lt;li&gt;19 females (age 63.7&plusmn;4.9 years, age range: 56-72 years)&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;The SS1 subset includes sleep annotations and sleep stages.&lt;/p&gt;
&lt;p&gt;Annotations:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Expert annotations:
&lt;ul&gt;
&lt;li&gt;Apnea/hypopnea&lt;/li&gt;
&lt;li&gt;Micro arousal&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;Automatic detection:
&lt;ul&gt;
&lt;li&gt;Muscular artefacts&lt;/li&gt;
&lt;li&gt;Periodic limb movements of sleep (PLMS)&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;Sleep stage scoring : &lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Rules : AASM&lt;/li&gt;
&lt;li&gt;Page size (s) : 30&lt;/li&gt;
&lt;/ul&gt;
description: Mild cognitive impairment (MCI) : 15 subjects (as stated in the article) plus 2 limit cases (diagnosed MCI with updated criteria)<br>* Available through the restricted access descriptor procedure.
The sleep stages are the same as those included in the dataset named "SS1 Biosignals and Sleep stages".
Sleep stage scoring does not necessarily start at the beginning of the PSG recording.
DOI: 10.5683/sp3/grpk8w
title: Association between recycled manure solids bedding and subclinical mastitis incidence: a Canadian cohort study.

description: This Dataverse contains the datasets and analyses scripts used in the article titled: "Association between recycled manure solids bedding and subclinical mastitis incidence: a Canadian cohort study" and accepted for publication in Frontiers in Veterinary Science.
DOI: 10.5683/sp3/yiiyox
title: UBC DRI Needs Assessment

description: From May 17th - June 12, 2021, UBC Advanced Research Computing (ARC) and the UBC Library from both Vancouver and Okanagan Campuses launched the DRI Needs Assessment Survey to investigate UBC researchers’ needs in 25 distinct areas relating to DRI. the survey received a total of 241 responses. Following the survey, three focus groups were conducted with UBC researchers to gain additional insights.

Key findings from the survey indicate a need for increased collaboration among units providing DRI training and support, and an enhanced communication strategy to engage researchers with DRI campus training and supports.
DOI: 10.5683/sp3/nda4pa
title: Demography Data

description: Demography data for: Asymmetric sibling rivalry extends to hosts and brood parasites. Includes cowbird nestling survival counts, clutch size, brood parasitism.
DOI: 10.5683/sp3/7k2vex
title: Egg Removal Analysis

description: Egg removal analysis data from Asymmetric sibling rivalry extends to hosts and brood parasites project. Sorted dataset on eggs in next/ removals, and Chi Square analysis.
DOI: 10.5683/sp3/jcwy7z
title: Brood Structure Data

description: Brood structure data for: Asymmetric sibling rivalry extends to hosts and brood parasites project. Includes Cowbird and redwing parasitized/unparasitized data and statistics.
DOI: 10.5683/sp3/eaungu
title: Cowbird Nestling Survival

description: Cowbird nestling survival data for: Asymmetric sibling rivalry extends to hosts and brood parasites. Includes Survival data, brood size vs survival, chi square data.
DOI: 10.5683/sp3/qjunmt
title: Baseline Marine Traffic Noise Levels in the Salish Sea: Modelled Noise Levels for Benthic Species

description: This repository contains spatial data of modelled underwater noise levels at the benthic boundary layer due to vessel traffic in the Salish Sea. Received equivalent continuous noise levels (Leq) near the seabed were calculated using JASCO’s cumulative vessel noise model (Acoustic Real-Time Exposure Model for In-Motion Sources; ARTEMIS). The model incorporated detailed source-level data and accounts for the influence of speed and class on vessel noise emissions. Vessel traffic information was based on 2015 automatic identification system (AIS) data, scaled to compensate for yearly traffic increases through 2020 and to include non-AIS traffic. Seasonal variability in sound propagation conditions and vessel traffic was assessed by modelling noise levels during representative months in winter and summer (January and July, respectively).
description: Extended notes describing the datasets are outlined in the companion report. The data package modeled continuous noise levels (Leq) at the seafloor of the Salish Sea for estimated vessel traffic density for the months of January and July 2020. Data cover are presented as (1) vector shapefiles in 1 dB contours for both months as well as (2) point data projected onto a 200 x 340 km grid with a cell resolution of 1 x 1 km (NAD83 BC Albers). The spatial domain generally covers the majority of the Canadian side of the Salish Sea marine waters. AIS data used in the models were developed by exactEarth Ltd. 2017; prepared for the NEMES project (https://nemesproject.com/), led by the CORAL Group (http://coral.geog.uvic.ca/), University of Victoria, and made available to NEMES through the MEOPAR NCE (http://meopar.ca/).
DOI: 10.5683/sp3/0znvdm
title: Verified incident: Burnings at Mbengwi Road, Bamenda, Cameroon (December 2021)

description: Verified incident: Burnings at Mbengwi Road, Bamenda, Cameroon (December 2021)