cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/8x9kx9
title: Replication Data and Code for: Sharing the burden for climate change mitigation in the Canadian federation

description: The data and programs replicate tables and figures from "Sharing the burden for climate change mitigation in the Canadian federation", by Böhringer, Rivers, Rutherford and Wigle. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/i8nudg
title: Replication Data and Code for: Trade restrictiveness indices in the presence of externalities: An application to non-tariff measures

description: The data and programs replicate tables and figures from "Trade restrictiveness indices in the presence of externalities: An application to non-tariff measures", by Beghin, Disdier and Marette. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/bqphrv
title: Replication Data and Code for: Asymmetric spiders: Supplier heterogeneity and the organization of firms

description: The data and programs replicate tables and figures from "Asymmetric spiders: Supplier heterogeneity and the organization of firms", by Nowak, Schwarz and Suedekum. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/9s8v8b
title: Replication Data and Code for: Cross-border mergers and acquisitions in services: The role of policy and industrial structure

description: The data and programs replicate tables and figures from "Cross-border mergers and acquisitions in services: The role of policy and industrial structure", by Barattieri, Borchert and Mattoo. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/2kghyp
title: Replication Data and Code for: Politics and entrepreneurship in the US

description: The data and programs replicate tables and figures from "Politics and entrepreneurship in the US", by Beland and Unel. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/g55jdi
title: Replication Data and Code for: Sector and importer determinants of prices for traded intermediates

description: The data and programs replicate tables and figures from "Sector and importer determinants of prices for traded intermediates", by Bekkers, Francois and Manchin. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/9sn9q8
title: Replication Data and Code for: Dynamic incentives in microfinance with commitment-type borrower

description: The data and programs replicate tables and figures from "Dynamic incentives in microfinance with commitment-type borrower", by Zhou. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/b0l2x1
title: Replication Data and Code for: The effect of migration on terror: Made at home or imported from abroad?

description: The data and programs replicate tables and figures from "The effect of migration on terror: Made at home or imported from abroad?", by Dreher, Gassebner and Schaudt. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/ovwmrk
title: Replication Data and Code for: Migration as a test of the happiness set-point hypothesis: Evidence from immigration to Canada and the United Kingdom

description: The data and programs replicate tables and figures from "Migration as a test of the happiness set-point hypothesis: Evidence from immigration to Canada and the United Kingdom", by Helliwell, Shiplett and Bonikowska. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/syztal
title: Replication Data and Code for: Exchange rate passthrough at the micro and macro levels in a small open economy: Evidence from several million unit values

description: The data and programs replicate tables and figures from "Exchange rate passthrough at the micro and macro levels in a small open economy: Evidence from several million unit values", by Lewis. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/tdy1ke
title: Replication Data and Code for: Do potential migrants internalize migrant rights in OECD host societies?

description: The data and programs replicate tables and figures from "Do potential migrants internalize migrant rights in OECD host societies?", by Beine, Machado and Ruyssen. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/vbgzep
title: Replication Data and Code for: The role of institutions and immigrant networks in firms’ offshoring decisions

description: The data and programs replicate tables and figures from "The role of institutions and immigrant networks in firms’ offshoring decisions", by Moriconi, Peri and Pozzoli. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/odrw44
title: Replication Data and Code for: Computerization and immigration: Theory and evidence from the United States

description: The data and programs replicate tables and figures from "Computerization and immigration: Theory and evidence from the United States", by Basso, Peri and Rahman. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/kbwuzs
title: Replication Data and Code for: Skill transferability and the earnings of immigrants

description: The data and programs replicate tables and figures from "Skill transferability and the earnings of immigrants", by Manuel and Plesca. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/vh9jky
title: Replication Data and Code for: Immigrant earnings returns to post-migration education: Evidence for Canada, 1999–2013

description: The data and programs replicate tables and figures from "Immigrant earnings returns to post-migration education: Evidence for Canada, 1999–2013", by Ci, Laing, Voia and Worswick. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/ds4cup
title: Replication Data and Code for: International students and labour market outcomes of US-born workers

description: The data and programs replicate tables and figures from "International students and labour market outcomes of US-born workers", by Demirci. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/sbt3nr
title: Replication Data and Code for: Individual attitudes towards migration: A re-examination of the evidence

description: The data and programs replicate tables and figures from "Individual attitudes towards migration: A re-examination of the evidence", by Müller and Tai. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/um2mqi
title: Context-dependent relationships between swimming, terrestrial jumping and body composition in the amphibious fish Kryptolebias marmoratus

description: Understanding the mechanisms that create phenotypic variation within and among populations is a major goal of physiological ecology. Variation may be a consequence of functional trade-offs (i.e. improvement in one trait comes at the expense of another trait) or alternatively may reflect the intrinsic quality of an organism (i.e. some individuals are simply better overall performers than others). There is evidence for both ideas in the literature, suggesting that environmental context may mediate whether variation results from trade-offs or differences in individual quality. We tested this
overarching ‘context dependence’ hypothesis by comparing the aquatic and terrestrial athletic performance of the amphibious fish Kryptolebias marmoratus captured from two contrasting habitats, a large pond and small burrows. Overall, pond fish were superior terrestrial athletes but burrow fish were better burst swimmers,
suggestive of a performance trade-off at the population level. Within each population, however, there was no evidence of a performance trade-off. In burrow fish, athletic performance was positively correlated with muscle content and body condition, consistent with the individual quality hypothesis. In pond fish, there was only a
relationship between glycolytic white muscle and aquatic burst performance. Notably, pond fish were in better body condition, which may mask relationships between condition and athletic performance. Overall, our data highlight that population-level trends are insufficient evidence for the existence of phenotypic trade-offs in the absence of similar within-population patterns. Furthermore, we only found evidence for the individual quality hypothesis in one population, suggesting that patterns of phenotypic covariance are context dependent.
DOI: 10.5683/sp3/hrkxez
title: Census of population [Great Britain] 1991: key statistics for local authorities

description: &lt;p&gt;Aggregate statistics from the 1991 census of population and households. Tables include univariate and some bi-variate tables on age, sex, migration, birthplace and ethnic origin, housing and tenure, household composition, family composition, travel to work and hours worked, education, and labour force activity by occupation and industry.&lt;/p&gt;&lt;p&gt;Population present on census night; resident population and area.&lt;/p&gt;
description: Census of population and households, 1991
description: 12 data files (Excel format; 568 logical records)
DOI: 10.5683/sp3/q2mc9g
title: Census of population [Great Britain] 1991: new parliamentary constituency monitor

description: &lt;p&gt;Aggregate statistics from the 1991 census of population and households. Tables include: resident population and area, residents by age, economic characteristics, tenure of accommodation and amenities, dwellings, household composition, ethnic group, young adults, pensioners, social class, industry and qualifications.&lt;/p&gt;
description: Census of population and households, 1991
description: Tables include totals for the United Kingdom, Great Britain and England. 11 data files (pdf format; number of logical records varies)
DOI: 10.5683/sp3/x14fod
title: Profile of persons with disabilities, 1995

description: &lt;p&gt;Characteristics of persons with disabilities (limited at work/perception). It includes data for Canada, the provinces and territories and covers such variables as industry and occupation, level of schooling, major field of study and labour force participation. Demographic characteristics include: age, sex, marital status, mother tongue, home language, mobility status, children ever born, disability variables include severity and nature of disability, effect of disability on education, presence of condition prior to completion of formal education or training, accommodation required for work, persons dismissed or refused employment, promotion or training because of condition, other socio-economic characteristics include: school attendance, highest level of schooling, major field of study, labour force activity, participation in work-related training courses, mode of travel to work, characteristics of the unemployed, and those not in the labour force, barriers encountered which discouraged person from looking for work.&lt;/p&gt;
DOI: 10.5683/sp3/fgabhg
title: Replication Data and Code for: Oil and US stock market shocks: implications for Canadian equities

description: The replication of the paper `Oil and US stock market shocks: implications for Canadian equities' by Heinlein and Mahadeo, 2022, requires a four step procedure (estimation of shocks, clustering of shocks, filtering of returns, computing of contagion test statistics). Secondary data are used and codes are in R, EViews, and Stata. Further, a simulation of critical values is performed. The output of the codes produces 7 tables, 7 figures and 4 matrices of the paper. When replicating all results of the paper including the simulated values, codes will run around 24 hours. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/s4welp
title: Data from: Population genomics of Sitka black-tailed deer supports invasive species management and ecological restoration on islands

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;Invasive mammals represent a critical threat to island biodiversity; eradications can result in ecological restoration yet may fail in the absence of key population parameters. Over-browsing by invasive Sitka black-tailed deer (&lt;em&gt;Odocoileus hemionus sitkensis&lt;/em&gt;) is causing severe ecological and cultural impacts across the Haida Gwaii archipelago (Canada). Previous eradication attempts demonstrate forest regeneration upon deer removal, but reinvasion reverses conservation gains. Here we use restriction-site associated DNA sequencing (12,947 SNPs) to investigate connectivity and gene flow of invasive deer (n=181) across 15 islands, revealing little structure throughout Haida Gwaii and identifying the large, central island of Moresby (&gt;2,600 km2) as the greatest source of migrants. As a result, the archipelago itself should be considered the primary eradication unit, with the exception of geographically isolated islands like SGang Gwaay. Thus, limiting eradications to isolated islands combined with controlled culling and enhanced biosecurity may be the most effective strategies for achieving ecological restoration goals.&lt;/p&gt;
description: &lt;b&gt;Usage notes&lt;/b&gt;&lt;br /&gt;&lt;p&gt;deer_182ind_15pop_12961snp.vcf: genotypic data for 182 individuals from 15 sample sites at 12,961 SNPs generated via RADseq.&lt;/p&gt;
&lt;p&gt;12961_populations.loci.fa: fasta file containing sequences for 12,961 loci.&lt;/p&gt;
description: <b>Dryad version number:</b> 7
<b>Version status:</b> submitted
<b>Dryad curation status:</b> Published
<b>Sharing link:</b> https://datadryad.org/stash/share/MH1Ep9TR0TdAYIIQqky25CJBtbNaP5b9NytxpnaJn6c
<b>Storage size:</b> 135385049
<b>Visibility:</b> public
DOI: 10.5683/sp3/eggvoe
title: Integrating laboratory experiments and biogeographic modelling approaches to understand sensitivity to ocean warming in rare and common marine annelids

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;&lt;span lang="EN-GB"&gt;Among ectotherms, rare species are expected to have a narrower thermal niche breadth and reduced acclimation capacity and thus be more vulnerable to global warming than their common relatives. To assess these hypotheses, we experimentally quantified the thermal sensitivity of seven common, uncommon, and rare species of temperate marine annelids of the genus &lt;em&gt;Ophryotrocha&lt;/em&gt; to assess those species’ vulnerability to ocean warming. We measured the upper and lower limits of physiological thermal tolerance, survival, and reproductive performance of each species along a temperature gradient (18, 24, and 30 °C). We then combined this information to produce curves of each species’ fundamental thermal niche by including trait plasticity. Each thermal curve was then&lt;/span&gt; &lt;span lang="EN-GB"&gt;expressed as a habitat suitability index (HSI) and projected for the Mediterranean Sea and temperate Atlantic Ocean under a present day (1970-2000), mid- (2050-2059) and late- (2090-2099) 21st Century scenario for two climate change scenarios (RCP2.6 and RCP8.5). Rare and uncommon species showed a reduced upper thermal tolerance compared to common species, and the niche breadth and acclimation capacity were comparable among groups. The simulations predicted an overall increase in the HSI for all species and identified potential hotspots of HSI decline for uncommon and rare species&lt;/span&gt; &lt;span lang="EN-GB"&gt;along the warm boundaries of their potential distribution, though they failed to project the higher sensitivity of these species into a greater vulnerability to ocean warming. In the discussion, we provide elements and caveats on the implications of our results for conservation efforts.&lt;/span&gt;&lt;/p&gt;
description: &lt;b&gt;Methods&lt;/b&gt;&lt;br /&gt;&lt;p&gt;See Material and Methods in the pre-print&lt;/p&gt;
&lt;p&gt;https://doi.org/10.21203/rs.3.rs-242007/v1&lt;/p&gt;
description: <b>Dryad version number:</b> 2
<b>Version status:</b> submitted
<b>Dryad curation status:</b> Published
<b>Sharing link:</b> https://datadryad.org/stash/share/Rp1rO2tq6S-AJzAkSMAqDaZNGcG2TbdNjao4jMXrwww
<b>Storage size:</b> 69040
<b>Visibility:</b> public
DOI: 10.5683/sp3/l1pqvr
title: Comparing the Level of Above-ground Carbon Sequestration and Respective Ecosystem Services between Native and Cultivated Trees in the University of British Columbia Botanical Garden

description: Urban trees play an essential role in alleviating the local effects of global warming by sequestering atmospheric carbon dioxide, regulating temperature and reducing air pollution in urban areas. There have been studies estimating carbon sequestration of urban trees using Light Detection and Ranging (LiDAR). Yet, neither of the studies made comparison between species nor extended the discussion towards ecosystem services. Therefore, this study compared the attributes between native and cultivated trees in the Asian Garden of the University of British Columbia (UBC) Botanical Garden, estimated their level of above-ground carbon sequestration, and thus examined respective implications in terms of ecosystem services. A canopy height model was first generated from LiDAR point cloud data for individual tree segmentation based on Dalponte algorithm. There were 803 derived trees matched successfully with the field-measured trees in ArcGIS with an accuracy of 69.5%. The level of above-ground carbon sequestration of each tree was estimated from tree height and canopy area using a non-linear regression model. Results showed that the average carbon sequestration level of native trees was higher than cultivated trees by 1102 kg (p = 3.045 x 10-7), which facilitated more effective soil formation. The average canopy areas of both trees were approximately 63 m2 (p = 0.696), which gives rise to their similar contribution in temperature cooling and air purification. In general, the garden provides a high level of biodiversity and education value thanks to its high species diversity. Regarding future directions in garden management, the removal of native trees and the planting location of cultivated trees in the garden should be carefully evaluated since they have higher level of ecosystem services and higher crown area to height ratio respectively.
DOI: 10.5683/sp3/3jqzbk
title: Snag Detection In The Interior Douglas-Fir Zone Of British Columbia Using Area-Based Lidar Metrics

description: Snags (dead standing trees) form an important structural aspect of a forest and perform many essential ecological functions such as habitat provision. As such, substantial research has investigated various methods of snag detection using lidar. One approach is to compute areal lidar metrics such as slope, elevation, canopy height, etc. to detect snags. However, it remains unclear which lidar metrics are best suited for snag detection. This study attempted to predict snag presence/absence and density in the Interior Douglas-Fir (IDF) zone in British Columbia using area based lidar metrics. A suite of 88 lidar metrics based on previous research were tested to predict snag presence/absence for ≥5cm, ≥20cm, and ≥30cm DBH classes in 20 plots. Metrics included topographic, height, intensity, and canopy structure indices. Snag presence/absence was classified for each DBH class using random forests (RF) modelling. Metrics used for RF model were selected using the Boruta algorithm. Overall accuracies for classification by DBH class ranged from 81-92% with kappa values between 0.59-0.82. While different sets of metrics were selected for each DBH class, canopy gap frequency was an important metric across DBH classes. Snag density was estimated for the ≥5cm class using RF regression, yielding an R2 = 0.80. Overall, this study demonstrated the effectiveness of area based lidar metrics for estimating snag presence in the IDF zone for larger DBH snags, and density for smaller DBH snags.
DOI: 10.5683/sp3/bjo0ki
title: Quantifying Upslope Treeline Advancement in the Mountainous Areas of the Cariboo Natural Resource Region, British Columbia, from 1985 to 2020

description: Upslope treeline advancement has been occurring globally over the last several decades, leading to displacement and fragmentation of alpine habitats and declines in species richness. Examining past and current treeline migration can provide insight into potential future conditions and can be used to improve ecosystem management. There is no long-term data on treeline advancement in Central British Columbia (B.C.) and the response to climate change is poorly understood. To address this, we explored treeline advancement in the Cariboo Natural Resource Region over a 35-year period (1985-2020) using Landsat imagery. Changes to the rate of advancement within the Engelmann-Spruce Subalpine Fir (ESSF) Biogeoclimatic Zone (BEC) were investigated in five-year increments using a common greenness index and the effects of slope and aspect were analysed. The most significant increase in advancement was observed between 2005 to 2015, with 190 km2 more advancement occurring in the 2010-2015 period compared to the 2005-2010 period. This large increase could be a result of temperature warming in the region beginning in the 1990s. Unexpectedly, we found steep sloped regions (&gt; 30 degrees) exhibited greater treeline advancement throughout the study period, compared to gentle slopes (&lt; 30 degrees). One possible reason for this is that steep slopes are less prone to cold sinks and trees favour warm temperatures for establishment. Aspect had no effect on treeline advancement, likely due to greater moisture on north-facing slopes but warmer temperatures on south-facing slopes. Additionally, significant variability throughout the study region was found, illustrating the complexity of treeline advancement and the challenges that exist when examining large geographic regions, as well as the importance of local ecosystem knowledge for future treeline modelling.
DOI: 10.5683/sp3/rtpfyq
title: Predicting coral mortality in South East Asia using open-source data

description: Coral reefs hold some of the most biodiverse and productive environments in the world while providing goods and services across a wide range of sectors. Unfortunately, due to climate change and other anthropogenic factors coral reefs are dying. However, majority of reef modeling literature looks at coral development rather than its mortality. In this study I modeled coral mortality using exclusively open source data and created a suitability score (concern index) for high concern corals that also considers the economic value of reefs. The goal was to help identify which community management units require attention from the marine conservation charity Blue Ventures. An inventory of global resolution datasets including environmental and management practices that may indicate coral stress were added to an empty linear model to predict mortality in South East Asia. The best model in predicting coral mortality utilized artisanal fishing data, the model had an R2 of 0.8673 and an accuracy of 48.51%. This model identified the locations of the highest mortality to be in Timor-Leste at Blue Ventures management unit sites TL1 and TL5, however adding economic value in the concern index then Papua New Guinea site PNG7 is more at risk. I hypothesize that a lack in variability and standardized approach in the coral mortality/bleaching explanatory data decreases the accuracy and real-world applicability of the model. The majority of explanatory variables were obtained from the online database Reef Base, some of the observations showed extreme outliers which were all indicated by citizen scientists. Going forward I would recommend that further education and standardization is included in observations to ensure the open source data has a higher accuracy to make better models.