cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/aofpuz
title: Data from: Benthos response to nutrient enrichment and functional consequences in coastal ecosystems

description: &lt;h1&gt;General description&lt;/h1&gt;
&lt;p&gt;This dataset include the data collected during two experiments carried out in May and August 2019 to investigate the mechanisms involved in the benthic response to nutrient enrichment in coastal ecosystems.&lt;/p&gt; &lt;p&gt;Sample were collected in an intertidal mudflat in Isle-Verte Bay (48° 2’ 36.76” N; 69° 21’ 3.736” W, St. Lawrence estuary, QC, Canada) in vegetated areas (Veg) and ice made-tidal pools (UnV). They were then exposed, in a well-controlled laboratory experiment, to three intensities of nutrient enrichment (N0, N1 and N2) during 30 days.&lt;/p&gt;
&lt;hr&gt;
&lt;h1&gt;Description of the dataset&lt;/h1&gt;
&lt;p&gt;&lt;em&gt;Data are organized in five tabular data files (.txt files; separator = tab, decimal = ., missing data = NA)&lt;/em&gt;. Please refer to related publication for experimental design and analytical methods&lt;/p&gt;
&lt;h3&gt;Sediment_characteristics.txt&lt;/h3&gt;
&lt;p&gt;This file includes median sediment grain size (D&lt;sub&gt;50&lt;/sub&gt;; µm), sediment porosity (volume ratio), Sediment organic matter (SOM; %Loss on ignition), Chlorophyll &lt;em&gt;a&lt;/em&gt; content (Chl &lt;em&gt;a&lt;/em&gt;; µg g&lt;sup&gt;-1&lt;/sup&gt;), phaeopigments (µg g&lt;sup&gt;-1&lt;/sup&gt;), Seagrass leaf biomasse (g) and Seagrass leaf elongation (cm day&lt;sup&gt;-1&lt;/sup&gt;)&lt;/p&gt;
&lt;h3&gt;Macrofauna_density.txt&lt;/h3&gt;
&lt;p&gt;This file includes densities (individuals m&lt;sup&gt;-2&lt;/sup&gt;) of sampled macrofaunal species&lt;/p&gt;
&lt;h3&gt;Bioturbation.txt&lt;/h3&gt;
&lt;p&gt;This files includes bioturbation metrics such as maximum penetration depth of luminophores (MPD; cm), Biodiffusion coefficient (D&lt;sub&gt;b&lt;/sub&gt;; cm&lt;sup&gt;2&lt;/sup&gt; y&lt;sup&gt;-1&lt;/sup&gt;) and porewater exchange rate (Q; mL m&lt;sup&gt;-2&lt;/sup&gt; h&lt;sup&gt;-1&lt;/sup&gt;)&lt;/p&gt;
&lt;h3&gt;Oxygen_dynamics.txt&lt;/h3&gt;
&lt;p&gt;This file includes diffusive oxygen uptake (J; mmol m&lt;sup&gt;-2&lt;/sup&gt; d&lt;sup&gt;-1&lt;/sup&gt;) and oxygen penetration depth (Z; µm)&lt;/p&gt;
&lt;h3&gt;Nutrient_profiles.txt&lt;/h3&gt;
&lt;p&gt;This file includes porewater nutrient (NH&lt;sub&gt;4&lt;/sub&gt;&lt;sup&gt;+&lt;/sup&gt;, NO&lt;sub&gt;3&lt;/sub&gt;&lt;sup&gt;-&lt;/sup&gt; and PO&lt;sub&gt;4&lt;/sub&gt;&lt;sup&gt;3-&lt;/sup&gt;; µM) profiles within the sediment column (depth; cm)&lt;/p&gt;
&lt;h3&gt;Benthic_fluxes.txt&lt;/h3&gt;
&lt;p&gt;This file includes oxygen (TOU) and nutrients ((NH&lt;sub&gt;4&lt;/sub&gt;&lt;sup&gt;+&lt;/sup&gt;, NO&lt;sub&gt;3&lt;/sub&gt;&lt;sup&gt;-&lt;/sup&gt;) benthic fluxes (mmol m&lt;sup&gt;-2&lt;/sup&gt; h&lt;sup&gt;-1&lt;/sup&gt;)&lt;/p&gt;
DOI: 10.5683/sp3/cpwveh
title: Replication Data and Code for: Foreign R&D satellites as a medium for the international diffusion of knowledge

description: The data and programs replicate tables and figures from "Foreign R&D satellites as a medium for the international diffusion of knowledge", by Blit. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/6mgivy
title: Replication Data and Code for: The impact of climate on the law of one price: A test using North American food prices from the 1920s

description: The data and programs replicate tables and figures from "The impact of climate on the law of one price: A test using North American food prices from the 1920s", by Cater and Lew. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/gsceds
title: Syrphid fly response to urban heat islands varies with functional traits

description: Excel and CSV files with Capture, Fonctionnal groups and Sites information in relation to article "Syrphid fly response to urban heat islands varies with functional traits" published in Journal of Insect Conservation.
DOI: 10.5683/sp3/13jw9j
title: Replication Data and Code for: On the effects of unilateral environmental policy on offshoring in multi-stage production processes

description: The data and programs replicate tables and figures from "On the effects of unilateral environmental policy on offshoring in multi-stage production processes", by Schenker, Koesler and Löschel. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/9q6nq4
title: Data for: Scale-dependent responses of understory vegetation to the physical structure of undisturbed tundra shrub patches
title: Stem map, abiotic, and understory vegetation data from Alnus alnobetula patches at Trail Valley Creek Research Station

description: These data were collected in order to explore relationships between the physical structure of tundra shrubs and local vegetation and abiotic conditions. In order to do this we established 3 x 3 m sampling plots at the top, middle, and bottom of ten &lt;i&gt; Alnus alnobetula &lt;/i&gt; (green alder) patches. All patches were situated on south-southeast facing hillslopes within 2 km of the Tail Valley Creek Research Station. Within each of these plots we selected two sub-plots for vegetation community composition. We also measured several abiotic variables within 50 cm of each 3 x 3 m plot. At each patch a 9 m belt was established from 13 m above the top edge to at least 12 m below the bottom edge, encompassing all 3 x 3 m sampling plots. Within this belt we mapped the relative location of all mature alder individuals and recorded their height and canopy width. These data were used to derive the structural data associated with each sampling plot and the data used for analysis of topographic trends in structural characteristics.
description: Trail Valley Creek Research Data
description: This study was conducted within the Inuvialuit Settlement Region under Aurora Research Institute research licenses 16017, 15898, and 15609. We gratefully acknowledge the Wilfrid Laurier University-Government of the NWT Partnership Agreement, our incredible field assistants, the logistical support of Philip Marsh, Branden Walker, and the entire Trail Valley Creek Research Station team. Cory Wallace was supported by Global Water Futures, Ontario Graduate Scholarships, Northern Scientific Training Program, and a NSERC PGS scholarship. Jennifer Baltzer received funding for this research from Polar Knowledge Canada, ArcticNet, Polar Continental Shelf Program, and the NSERC Changing Cold Regions Network.

Some data in this dataset is included in "Abiotic and vegetation community data from Alnus alnobetula shrub and open tundra sites at Trail Valley Creek, NT" (Wallace and Baltzer, 2019).
DOI: 10.5683/sp3/exvciz
title: Replication Data and Code for: The causal impact of migration on US trade: Evidence from political refugees

description: The data and programs replicate tables and figures from "The causal impact of migration on US trade: Evidence from political refugees", by Steingress. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/m5ovsf
title: Replication Data and Code for: Instability of endogenous price dispersion equilibria: A simulation

description: The data and programs replicate tables and figures from "Instability of endogenous price dispersion equilibria: A simulation", by Herrenbrueck. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/hslmwc
title: Replication Data and Code for: Group income and individual preferences for redistribution

description: The data and programs replicate tables and figures from "Group income and individual preferences for redistribution", by Quattrociocchi. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/4c25sm
title: Search strategy for Scholarly Practice and Health Care Professionals
title: Features of scholarly practice in health care professionals: A scoping review

description: The notes field contains the full MEDLINE (Ovid) search strategy for scholarly practice and health care professionals. The file in this dataset contains the full MEDLINE (Ovid), EMBASE (Ovid), and CINAHL (EBSCO) search strategies for scholarly practice and healthcare professionals. Search date: 20200504
description: 1 psychologist*.ti. (2316)
2 health psychologist*.tw,kf. (187)
3 psychology, clinical/ or psychology, medical/ (3445)
4 scientist-practitioner*.tw,kf. (117)
5 physician scientist.tw,kf. (431)
6 scholarly inquir*.tw,kf. (51)
7 research-practitioner*.tw,kf. (51)
8 pracademic*.tw,kf. (2)
9 practitioner-scholar*.mp. (7)
10 academic practi*.tw,kf. (1120)
11 clinician scientist*.tw,kf. (544)
12 investigator*.ti. (4490)
13 scholarship.tw,kf. (5427)
14 scholarly.tw,kf. (5308)
15 scholars.tw,kf. (8191)
16 scholarly practition*.tw,kf. (5)
17 scholar.tw,kf. (16249)
18 clinician investigator*.tw,kf. (171)
19 physician investigator*.tw,kf. (230)
20 nurse scientist*.tw,kf. (316)
21 clinical research nurs*.tw,kf. (112)
22 nurse researcher*.tw,kf. (1366)
23 Physicians/ (88422)
24 doctor*.ti. (40431)
25 surgeon*.ti. (30638)
26 clinical staff.ti. (213)
27 clinician*.ti. (15752)
28 physician*.ti. (100979)
29 Nurses/ (38703)
30 (nursing or nurse*).ti. (256004)
31 exp Physical Therapists/ (1781)
32 physical therapist*.tw,kf. (6175)
33 physiotherapist*.tw,kf. (7841)
34 exp Occupational Therapists/ (281)
35 Occupational Therapy/ (13117)
36 occupational therapist*.tw,kf. (5630)
37 respiratory therap*.tw,kf. (2458)
38 Allied Health Personnel/ (11672)
39 allied health personnel.tw,kf. (263)
40 exp Speech-Language Pathology/ (3045)
41 (speech language pathologist* or speech language therapist* or speech pathologist* or speech therapist* or "speech and language pathologist*" or "speech and language therapist*").tw,kf. (4821)
42 Pharmacists/ (16512)
43 pharmacist*.ti. (13298)
44 dietician*.tw,kf. (1787)
45 Nutritionists/ (1145)
46 nutritionist*.tw,kf. (2776)
47 Social Workers/ (576)
48 social worker*.tw,kf. (9707)
49 Audiologists/ (88)
50 audiologist*.tw,kf. (1550)
51 psychologist*.ti. (2316)
52 health psychologist*.tw,kf. (187)
53 psychology, clinical/ or psychology, medical/ (3445)
54 4 or 5 or 6 or 7 or 8 or 9 or 10 or 11 or 12 or 13 or 14 or 15 or 16 or 17 or 18 or 19 or 20 or 21 or 22 (42061)
55 23 or 24 or 25 or 26 or 27 or 28 or 29 or 30 or 31 or 32 or 33 or 34 or 35 or 36 or 37 or 38 or 39 or 40 or 41 or 42 or 43 or 44 or 45 or 46 or 47 or 48 or 49 or 50 or 51 or 52 or 53 (577573)
56 54 and 55 (4816)
57 limit 56 to (english or french) (4606)
DOI: 10.5683/sp3/sgvoro
title: DME Preceptor Recognition Project Supplementary Materials

description: Supplementary materials for the manuscript, "Currencies of recognition: What rewards and recognition do Canadian distributed medical education preceptors value?" by Johnston et al. (2022). This dataset contains the surveys that were distributed as part of the DME Preceptor Recognition project. It also contains the SRQR Checklist for qualitative data.
DOI: 10.5683/sp3/a3lfsy
title: Replication Data for: Persistence of Resistance: A panel data analysis of the effect of antibiotic usage on the prevalence of resistance.

description: Data on resistance and control variables by country, class, bacteria for 2008-2018 are available here.
DOI: 10.5683/sp3/qqregu
title: Données de réplication pour le projet Ressac sur le sentiment d’appartenance à la communauté et le réseau social personnel lors de la transition à la vie adulte

description: Le projet Ressac s'intéresse aux facteurs associés au bien-être psychologique et social lors de la transition à la vie adulte, plus particulièrement le sentiment d’appartenance à la communauté et le réseau social personnel
DOI: 10.5683/sp3/vf7ofg
title: The Replication Data for: An Examination of the Relationship Between Residential and Commercial Development Inside and Outside the Central Transit Corridor from 1999-2021

description: The purpose of this paper is to examine the relationship between commercial and residential development inside and outside Kitchener-Waterloo’s Central transit corridor (CTC) between 1999 and 2021. KW is within the Greater Golden Horseshoe (GGH) and is home to a recently completed light rail project. The newly built CTC serves as an anchor point for development in the KW area. The purpose of this paper is not to find out why or why not a specific neighborhood is being developed but rather to show the relationship between different types of real estate inside and outside the CTC.
description: Please see the read me PDF. Arc GIS and Tableau software are required to access the dataset.
DOI: 10.5683/sp3/hjexy4
title: Agri-food Data Canada - Glossary

description: The glossary for terms of the Agri-food Data Canada (ADC) ecosystem.
DOI: 10.5683/sp3/fz5d1o
title: Predicting Support for Social Actions and Policies that Enable Pet Ownership among People Living in Poverty

description: Survey data assessing public attitudes to those living in poverty as a function of the presence or absence of a pet, and support for social service policies on access to pets.
DOI: 10.5683/sp3/jpnp8x
title: Roots alter soil microbial diversity and interkingdom interactions in diversified agricultural landscapes

description: In-situ trait-based and root exclusion experiment to determine the pattern of microbe interaction and their association with root functional traits across riparian buffer types in an agricultural landscape in southern Ontario, Canada. Using Amplicon-based analysis of 16S rRNA and ITS transcripts we evaluated soil bacterial, archaeal, and fungal communities, and their interactions, with ‘roots’ and with ‘no roots’ (root exclusion) in four plant communities at the edges of agricultural fields. Plants roots were measured for a suite of functional traits and explored in association with microbial community composition. Data consist of root functional traits from four riparian buffer types with four sampling plots each at two different sampling times (n=32).
description: WinRhizo, version 2019a
DOI: 10.5683/sp3/q4ulsx
title: Impact of Adverse Childhood Experiences and Resilience on Adult Emergency Room

description: Frequent users, or individuals with more than 4 emergency department (ED) visits in a year, constitute 10% of all ED users but account for 30% of all visits. Individuals with adverse childhood experiences (ACE) are known to have worse health than the general population and may be more likely to utilize EDs. Resilience, the ability to adapt to adversity, is a modifiable variable. Low resilience is associated with increased healthcare utilization. The relationship between ACE and resilience has not been examined in the ED. This study examines the impact of ACE on the frequency of ED use and how resilience modifies this relationship.
DOI: 10.5683/sp3/slf3fs
title: Response of bee and hoverfly populations to a land-use gradient in a Quebec floodplain

description: All data for article "Response of bee and hoverfly populations to a land-use gradient in a Quebec floodplain" published in Journal of Insect Conservation.
DOI: 10.5683/sp3/azbmfl
title: Precambrian Canadian Shield Hydrogeology and Hydrogeochemistry Properties

description: Effective porosity, tortuosity, and formation factors for 5 AECL Research Areas on the Canadian Shield.
TDS concentrations for multiple sites on the Canadian Shield
DOI: 10.5683/sp3/8u8b83
title: Data for: A multi-stage process to develop quality indicators

description: This dataset contains the responses from 21 individuals who took part in a modified Delphi panel, based on the RAND/UCLA method. Each panel member evaluated a set of quality indicators (QIs) for community-based palliative care (PC). Each of the 27 QIs was evaluated across 4 criteria:&lt;ul&gt;
&lt;li&gt;1) Importance - the extent to which the indicator reflects an important outcome or issue for those receiving PC or their caregivers;&lt;/li&gt;
&lt;li&gt; 2) Validity - the degree to which the indicator truly captures some aspect of the quality of care (at a population level, not for an individual);&lt;/li&gt;
&lt;li&gt;3) Evidence of improved outcomes - evidence that improvement in the indicator can have a positive effect on the individual;&lt;/li&gt;
&lt;li&gt;4) Usability - the extent to which the QI can be readily interpreted and used to improve care delivery.&lt;/li&gt;&lt;/ul&gt;
Each criterion was scored on a scale from 1 (low) to high (9). Panel members also provided written comments to support their scoring across each criterion, comments about the definition of the QI and any other comments they wished to share.
DOI: 10.5683/sp3/hcvfcu
title: Replication Data for: "Improving litterfall production prediction in China under variable environmental conditions using machine learning algorithms"

description: Data: "data_updated_0618-empty rows removed-3-2.xlsx" contains 968 records of total annual litterfall production (Mg/ha/yr) collected at 314 forest sites covering the full geographical range of Chinese forests. The sites were distributed across various climatic zones, spanning latitudes from 18.26° to 51.50° N, longitudes from 82.25° to 129.53° E, altitudes from 0 to 4115 m above sea level, mean annual temperatures (MAT) from −5.4 to 25.4 °C, and mean annual precipitation (MAP) levels from 370 to 2800 mm. In addition to the geographical location and climate conditions, associated stand information is also included, such as forest type, stand origin, stand age, mean diameter at breast height (DBH), mean tree height, and stand density. Trap size (i.e., the surface area of the litter traps) is also included as it is a potentially important factor affecting litter collection.

Code: "Litterfall v1.2_[total]_public release.ipynb" contains a complete pipeline of data parsing, cleaning, preprocessing, model training, and prediction.
DOI: 10.5683/sp3/chthrj
title: Supplemental data for: Impact of plane of nutrition and analgesic drug treatment on wound healing and pain following cautery disbudding in preweaned dairy calves

description: Supplemental dataset for a disbudding trial on wound healing based on nutrition.
DOI: 10.5683/sp3/3wefmj
title: Replication Data and Code for: "The Economics of Cryptocurrencies -- Bitcoin and Beyond"

description: This replication package is used to replicate the tables and figures in the paper and the online appendix of "The Economics of Cryptocurrencies -- Bitcoin and Beyond" by Chiu and Koeppl. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/jeizif
title: GTA Bike Surveys - Summer 2020 - Calibrated data

description: These are the synchronized and calibrated data from the University of Toronto LGR multigas analyser and Airmar weather station while transported in a bike cargo trailer. These measurements were taken throughout the GTA during summer 2020.
DOI: 10.5683/sp3/zgmai7
title: GTA Bike Surveys - Summer 2021 - Calibrated data

description: These are the synchronized and calibrated data from the University of Toronto LGR multigas analyser and Airmar weather station while transported in a bike cargo trailer. These measurements were taken throughout the GTA during summer 2021.
DOI: 10.5683/sp3/4ev7m8
title: Future climatic suitability of native tree species in restoration sites in Northwestern Ecuador
title: Trees planted under a global restoration pledge have mixed futures under climate change

description: The dataset includes climatic suitability of 10 tree species in 1237 restoration sites in Northwest Ecuador under baseline climatic conditions (1960-1990) and two climate scenarios (RCP 4.5 and 8.5) in the 2030s, 2050s, and 2070s. We built bioclimatic niche models to obtain the climatic suitability values for the species at each restoration site. The suitability values ranged from 0 (unsuitable) to 1 (suitable). Suitability thresholds (i.e., MaxSS, MTP, 10% TP) per species are provided to categorize species as "suitable" or "unsuitable" at the restoration sites. We used this dataset on species climatic suitability in restoration sites to assess the species climatic viability (i.e., persistence over time).

Geographical data on the restoration sites location is not publicly available due to privacy restrictions from the government of Ecuador under the permit (MAE-SG-2018-6447-E).
description: For more details, see 'AA_README_English_V2.txt' (English) or 'AA_README_Español_V2.txt' (Spanish).
DOI: 10.5683/sp3/8wsiza
title: Replication Data and Code for: Manufacturing Output and Extreme Temperature: Evidence from Canada

description: The data and programs replicate tables and figures from "Manufacturing Output and Extreme Temperature: Evidence from Canada" by Kabore and Rivers. Please see the ReadMe file for additional details. This paper uses a confidential business data from Statistics Canada and some weather data from different sources including Weather Canada, Adaptwest, and NASA. Through these files, I explain the sources of the data and provide a link to download them. I also add some do-files explaining the data preparation as well as the econometric analysis.
DOI: 10.5683/sp3/mdgutk
title: Replication Data for: Visualizing academic descendants using modified Pavlo diagrams: Results based on five researchers in biomechanics and biomedicine

description: Data files containing academic genealogies are provided for five researchers in biomechanics and biomedicine: Steven A. Goldstein, Wilson C. Hayes, Van C. Mow, Lawrence E. Thibault, and Ronald F. Zernicke. The genealogies cover their doctoral descendants up to 2021 and are provided as both XML and CSV files.

The genealogies are visualized using the modified Pavlo algorithm described in the associate journal article. These family trees are provided here as SVG files, along with a reference implementation (written in Python3) of the algorithm. Consult the README for instructions on how to generate the SVG files using the Python code.
DOI: 10.5683/sp3/cnf5js
title: Canadian beef producer survey, 2020

description: These data were collected through an online panel-based survey. The survey was designed to better understand Canadian beef producers grazing practices (continuous, rotational or adaptive such as Holistic Management, Adaptive Multipaddock or regenerative grazing), their reported well-being, mindsets (management priorities, systems thinking, etc) and demographics. The panel was recruited and run by Kynetec which is a specialist agricultural polling firm, who recruited for the study from their proprietary Canadian Producer Database. The survey was stratified across the four largest beef-producing provinces, roughly proportionally to farm numbers: Alberta (n=85), Saskatchewan (n=45), Manitoba (n=35) and Ontario (n=35). No criteria were applied on the amount of beef production, and respondents could also have other commodities. However, all participants had to be over 18, either the sole or joint decision-maker on their property (not secondary), have beef as part of their gross farm sales in 2018, and they had to graze cattle rather than simply feed them. Participants were rewarded with $25. Confidence interval is estimated at 6.9%.The dataset contains two files: the study questionnaire (text) and survey responses (tabular).
description: Excel
DOI: 10.5683/sp3/xtfujp
title: Data for "McMillan et al. (2022). Eocene to Quaternary Deformation of the Southern Puna Plateau: Thermochronology, Geochronology, and Structural Geology of an Andean Hinterland Basin (NW Argentina)"
title: Published in Tectonics (https://doi.org/10.1029/2022TC007252)

description: Data accompanying the relevant paper.
DOI: 10.5683/sp3/8jfkvm
title: Conducting research in Middle East Studies in the time of the COVID-19 Pandemic

description: This dataset is made of answers to an anonymous questionnaire sent to Middle Eastern studies scholars between August 19 and October 2, 2020. This questionnaire aimed at better understanding:
- how and how much the loss of access to print materials and archives (due to the closure of libraries and archives around the world) and the bans on travel affected researchers
- what were the biggest challenges that scholars faced
- which solutions they were able to find/implement to address these issues.
description: In the Bubble: The Case of Islamic and Middle Eastern Studies Research in the Time of COVID-19