cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/n4ui46
title: “Dear Dairy, it’s not me, it’s you”: Australian public attitudes to dairy expressed through love and breakup letters

description: To explore public attitudes to the dairy industry, a convenience sample of Australian citizens were asked to write their choice of a ‘love letter’ or ‘breakup letter’ to dairy. The present study provides results from the 19 letters submitted. Participants varied in age, gender identity, income and frequency of consumption of dairy products. The letters were on average 144 words long (range: 48-285), and were categorized into 8 love letters, 6 break-up letters, and 5 ‘distance’ letters that conveyed a conflicted stance. We undertook inductive thematic analysis of all letters, identifying three main themes: (1) personal relationship with dairy; (2) views about dairy as an industry; and (3) views on dairy products. Each theme and their underlying codes are described in the codebook.
DOI: 10.5683/sp3/ujjxrq
title: Dissolved organic carbon and colored dissolved organic matter in Goose Creek

description: This file contains the concentration of dissolved organic carbon and the absorption coefficients at 254 and 355 nm in Goose Creek between August 25, 2013, and May22, 2022
DOI: 10.5683/sp3/9aoxvz
title: Replication Data for: Final report: Year one: G19-04A – Greens height soil surfactant study – Calcareous sand rootzone G19-04B – Greens height soil surfactant study – Siliceous sand rootzone

description: This project compares three products from the Aqua-Aid family of soil surfactants and soil enhancers that Ontario Seed Company currently has in their commercially available turf products line-up. These products were compared with an industry standard wetting agent, Revolution, from Aquatrols as a positive control in the study. There was also an untreated control included in the study. The projects were conducted on two newly established putting greens. Project A) was conducted on a putting green constructed from calcareous USGA sand at the new Guelph Turfgrass Institute site. Project B) was completed on a putting green constructed from siliceous sand conforming to the United States Golf Association (USGA) construction method. 2019 results provide a preliminary look at the function/efficacy of soil surfactants, with the goal of examining their long-term effects on rootzone and turfgrass properties over subsequent seasons. Current and future results may also be used by the sponsor for marketing of these products in the Canadian market.
description: SAS, 9.4
description: Lyons' Lab Research Reports
DOI: 10.5683/sp3/shvrhw
title: Ice break-up trends in Slave River Delta using satellite observations (1984-2023)

description: This dataset presents the results of Random Forest models and simulated break-up timings within the Slave River Delta. It utilizes data from Landsat 8, Landsat 5, Sentinel-2A, and Sentinel-2B, spanning the melting period from 1984 to 2023.
description: ReSEC Research Group Data
DOI: 10.5683/sp3/sjeyov
title: Replication Data for: Ethier et al. 2024. Lethal Wolf Control Elicits Change in Moose Habitat Selection in Unexpected Ways. J. Wild. Manag.

description: Supporting data and code for Ethier et al. 2024. Lethal Wolf Control Elicits Change in Moose Habitat Selection in Unexpected Ways. J. Wild. Manag.
DOI: 10.5683/sp3/lkpuur
title: PC-90 | Diamond Dissolution Experiments

description: Diamond dissolution experiment data. Please view the README for information about this dataset, and for a link to the &lt;a href="https://doi.org/10.5683/SP3/U1ZN04"&gt;full database&lt;/a&gt;.
DOI: 10.5683/sp3/yvqhpw
title: PC-98 | Diamond Dissolution Experiments

description: Diamond dissolution experiment data. Please view the README for information about this dataset, and for a link to the &lt;a href="https://doi.org/10.5683/SP3/U1ZN04"&gt;full database&lt;/a&gt;.
DOI: 10.5683/sp3/br2nzm
title: PC-99 | Diamond Dissolution Experiments

description: Diamond dissolution experiment data. Please view the README for information about this dataset, and for a link to the &lt;a href="https://doi.org/10.5683/SP3/U1ZN04"&gt;full database&lt;/a&gt;.
DOI: 10.15468/dl.w9cz8s
title: Occurrence Download

description: A dataset containing 26669 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Tectona grandis"
 ]
}

 The dataset includes 26669 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046879-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/zpsqjl
title: Replication Data for CAUDS meeting minutes

description: The data are versions of a text corpus of 18 meeting minutes recorded in 2023 - 2024 for a participatory research project. The project goal was to build social capital for a family-practice intervention to mitigate the effects of alcohol use disorder. The researcher worked with a community group to put on a public, school, and town council presentation about the mitigation. Data of "alignment with social influence" was captured through a word frequency analysis of the data in this version. This was asserted as proof of community impact.
DOI: 10.5683/sp3/jlla9y
title: Replication Data for: Baillie-David et al. 2024. Grey wolves (Canis lupus) shift selection of anthropogenic landscape features following predator control in the Nearctic boreal forest. Biol Cons. 296: 110677

description: Raw data and R code in support of Baillie-David et al. 2024. Grey wolves (Canis lupus) shift selection of anthropogenic landscape features following predator control in the Nearctic boreal forest. Biol Cons. 296: 110677.
DOI: 10.5683/sp3/ai0ytc
title: IPSL-CM5A-LR GCM climate simulation for the Last Glacial Maximum over Western Europe
title: LGM climate simulation over Western Europe

description: Simulated temperature and precipitation data output from AOGCM Model IPSL-CM5A-LR (Dufresne et al., 2013). Parameters according to the PMIP3 protocol (Braconnot et al., 2012; Kageyama et al., 2013). Timeframe: 50 years (monthly) centred at 21,000 BCE. Spatial resolution of ~1.9 deg. latitude and 3.75 deg. longitude. Spatial domain: Western Europe.
DOI: 10.5683/sp3/i5dwfq
title: Data and code for Hargreaves et al 2024 Latitudinal gradients in predation persist in urbanized areas

description: R code and data used in all analyses and to create figures in the following paper:
Hargreaves et al 2024
Latitudinal gradients in seed predation persist in urbanized areas
Nature Ecology and Evolution
description: All column variables are explained within the R code
DOI: 10.5683/sp3/2z52ei
title: Nitrative stress impairs pro nerve growth factor transport in basal forebrain cholinergic neurons via c-Jun N-terminal kinase activation

description: In this study, rat BFCNs were cultured in microfluidic chambers, and axonal transport of quantum dot labelled proNGF was analysed via fluorescence microscopy. BFCNs were treated with SIN-1, a peroxynitrite generator, CC401, a JNK inhibitor, or L-NAME, a nitric oxide synthase inhibitor, prior to analysis of axonal transport. JNK activity was quantified via immunocytochemistry. In vitro aging decreased retrograde transport of proNGF. Age-induced proNGF transport deficits were rescued by L-NAME and CC401. L-NAME reduced levels of activated JNK in aged BFCNs, SIN-1 increased JNK activation in young BFCNs, and SIN-1-induced proNGF transport deficits were rescued by CC401. These results indicate that nitrative stress impairs proNGF transport by activating JNK. Interestingly, SIN-1 and L-NAME increased and decreased JNK activation, respectively, in p75NTR exon III knockout BFCNs, indicating that nitrative stress-induced JNK activation occurs independently of p75NTR. Our findings identify mechanisms contributing to loss of proNGF transport in aged BFCNs, which may help to rescue BFCN function and cognition in aging.
DOI: 10.5683/sp3/m3ukmw
title: Examples of diamond surface textures

description: This dataset contains example images for each term used in the "Terminology" sheet of the &lt;a href="https://doi.org/10.5683/SP3/U1ZN04"&gt;Diamond Dissolution Experiments&lt;/a&gt; database.
DOI: 10.5683/sp3/kb592n
title: Qualitative social and human scientific literature focusing on actors in and around dairy farming: A narrative review

description: This is a narrative review data set. It includes information from 117 articles that used qualitative research methods and were related to humans, dairy cows, calves, and farming. The articles were published in selected journals not directly targeting dairy science audiences.These materials are organized by review topic: Animal welfare, human-animal bond, human lives around dairy cattle, technology in dairy farming, dairy farming in ecological landscapes, dairy farming in human society, and dairy farming in food landscapes. In each section and sub-section (where applicable), we included a summarized/paraphrased research aim as expressed by the authors, methods, and study location.
DOI: 10.5683/sp3/ila1hh
title: MineSegSAT Data - Mineral Extraction Sites in Canada 2021
title: MineSegSAT data

description: This dataset includes segmentation maps of environmentally impacted areas of mineral extraction sites in Canada and corresponding atmospherically corrected Sentinel-2 data from 2021. 

To look at an example of how to use the uncompressed assets, see this GitHub repository here: https://github.com/macdonaldezra/MineSegSAT.


This dataset and code accompany the paper published at ECRS 2023 which can be found on the conference website at https://doi.org/10.3390/ECRS2023-16886 or at the Arxiv link http://arxiv.org/abs/2311.01676
DOI: 10.5683/sp3/jbfxqq
title: Dataset of design factors and corresponding properties for cellulose lightweight materials production

description: This dataset focuses on the design factors and corresponding properties for the production of cellulose lightweight materials (LMs). These materials, such as foams and aerogels, have distinctive mechanical and thermal properties, making them suitable for cushioning and insulative packaging. The dataset was developed to understand the various "design factors" and their sub-parameters that influence the properties of cellulose LMs, which are vital for packaging applications. Comprising 208 entries of air-dried LMs and 335 entries of freeze-dried LMs, it includes parameters such as the type and concentration of raw materials, method of porosity creation (freeze drying or air drying), drying conditions (temperature, time, surfactants, additives), and measured properties of the materials (apparent density, Young's modulus, yield stress, thermal conductivity). Data was extracted from peer-reviewed publications and patents, standardized for consistency, and processed with specific rules for material classification, concentration, and measurement units. The dataset can be used for machine learning to predict LM properties based on design factors, with a sample Python code provided for demonstration. Limitations include the underrepresentation of non-English publications and potential uncertainties in data estimated from images.
DOI: 10.5683/sp3/60zfjp
title: Replication data for "Abrasive-free chemical-mechanical planarization (CMP) of gold for thin film nano-patterning"

description: Data repository to replicate results from the manuscript: Abrasive-free chemical-mechanical planarization (CMP) of gold for thin film nano-patterning
Not yet published

Abstract:
Despite high demand for gold film nanostructuring, patterning gold at the nanoscale still presents considerable challenges for current foundry-compatible processes. Here, we present a method based on abrasive-free chemical mechanical planarization (CMP) to planarize nanostructured gold surfaces with high selectivity against SiO2. The method is efficient in a damascene process and industry-compatible. Investigations into the material removal mechanism explore the effects of CMP parameters and show that the material removal rate is highly tunable with changes in slurry composition. Millimeter-scale arrays of gold nanostructures embedded in SiO2 were fabricated and the planarization dynamics were monitored over time, leading to the identification of distinct planarization phases and their correlation with the material removal mechanism. Finally, plasmonic cavities of gold nanostructure arrays over a gold mirror were fabricated. The cavities exhibited efficient plasmonic resonance in the visible range, aligning well with simulation results.
description: Durée de conservation des données : 20 ans
DOI: 10.5683/sp3/tiraxj
title: Peat depth and carbon storage of the Hudson Bay Lowlands, Canada

description: This dataset contains ground-measured peat depth and maps with the spatial distribution of peat depth, carbon stock and uncertainty in the Hudson Bay Lowlands, Ontario, Canada. The ground-measured peat depth data was collected by a Russian-type peat corer from 32 sites in 3 groups spanning from 51oN to 55oN in July and September 2022. The version 1 maps were produced in the Remote Sensing Lab, McMaster University, on March 2024. To generate the peat depth map, we used 495 peat depth records from Ontario Ministry of Natural Resources and Forestry data archive, topographic information, long-term satellite observations of land surface temperature, greenness, and polarization signatures in Synthetic-Aperture Radar (SAR) as well as machine learning models. Data was trained using multi machine learning algorithms. Based on the Root Mean Squared Error (RMSE) derived from 10-fold cross-validation, four models were selected for further prediction, including Gradient Boosting Machine (GBM), Deep Learning, Distributed Random Forest (DRF) and Extreme Gradient Boosting (XGBoost). For the final peat depth map, a second-level “meta-learner’ called stacked regression was applied to find an optimal combination of the 4 base models. Here we used generalized linear model (GLM) during the stacking process to map peat depth for the entire HBL. The uncertainty was estimated as ± one standard deviation around the mean estimates of all base models. The carbon stock map was estimated based on empirical relationship between the estimated peat depth and C stock.
DOI: 10.5683/sp3/zbrtti
title: ALH-3 (PC-109, PC-111) | Diamond Dissolution Experiments

description: Diamond dissolution experiment data. Please view the README for information about this dataset, and for a link to the &lt;a href="https://doi.org/10.5683/SP3/U1ZN04"&gt;full database&lt;/a&gt;.
DOI: 10.5683/sp3/qvknha
title: PC-95 | Diamond Dissolution Experiments

description: Diamond dissolution experiment data. Please view the README for information about this dataset, and for a link to the &lt;a href="https://doi.org/10.5683/SP3/U1ZN04"&gt;full database&lt;/a&gt;.
DOI: 10.5683/sp3/gguadp
title: PC-110 | Diamond Dissolution Experiments

description: Diamond dissolution experiment data. Please view the README for information about this dataset, and for a link to the &lt;a href="https://doi.org/10.5683/SP3/U1ZN04"&gt;full database&lt;/a&gt;.
DOI: 10.5683/sp3/9bvs1o
title: PC-112 | Diamond Dissolution Experiments

description: Diamond dissolution experiment data. Please view the README for information about this dataset, and for a link to the &lt;a href="https://doi.org/10.5683/SP3/U1ZN04"&gt;full database&lt;/a&gt;.
DOI: 10.5683/sp3/dftkbe
title: PC-134 | Diamond Dissolution Experiments

description: Diamond dissolution experiment data. Please view the README for information about this dataset, and for a link to the &lt;a href="https://doi.org/10.5683/SP3/U1ZN04"&gt;full database&lt;/a&gt;.
DOI: 10.5683/sp3/gb4c65
title: PC-141 | Diamond Dissolution Experiments

description: Diamond dissolution experiment data. Please view the README for information about this dataset, and for a link to the &lt;a href="https://doi.org/10.5683/SP3/U1ZN04"&gt;full database&lt;/a&gt;.
DOI: 10.5683/sp3/r0dptz
title: (Shapefiles - Validation countries) SEEDNet: A covariate-free multi-country settlement-level database of epidemiological estimates for network analysis
title: Validation surveys (countries) included in manuscript.

description: This folder includes the shapefiles for the 10 validation countries included in the manuscript.

Abstract: The study of population health through network science holds high promise, but data sources that allow complete representation of populations are limited in low- and middle-income settings. Large national health surveys designed to gather nationally representative health and development data in low- and middle-income countries are promising sources of such data. Although they provide researchers, healthcare providers, and policymakers with valuable information, they are not designed to produce small-area estimates of health indicators, and the methods for producing these tend to rely on diverse and imperfect covariate data sources, have high data input requirements and are computationally demanding, limiting their use for network representations of populations. To reduce the sources of measurement error and allow efficient multi-country representation of populations as networks of human settlements here, we present a covariate-free multi-country method to estimate small-area health indicators using standardized georeferenced surveys. The approach utilizes interpolation via local inverse distance weighting. The estimates are compared to those obtained using a Bayesian Geostatistical Model and have been cross-validated. The estimates are aggregated into population settlements and identified using the Global Human Settlement Layer database. The method is fully automated, requiring a single standard georeferenced survey data source for mapping populations, eliminating the need for indicator or country-specific covariate selection by investigators. Efficient estimation is achieved by only computing values for human-occupied areas and adopting a logical aggregation of estimates into the complete range of settlement sizes. An open-access library of standardized georeferenced settlement-level datasets for 15 indicators and 10 countries was validated in this paper, as well as the code used to identify settlements and estimate indicators. The datasets are intended to be used as the basis for population health studies, and the library will continue to be expanded. The novel aspects include using harmonized input sources and estimation procedures across countries and the adoption of real-world units for population data aggregation, creating a specialized library of nodes that serve as a basis for network representations of population health in low- and middle-income countries.
DOI: 10.5683/sp3/xbgkzn
title: Replication Data for: SEEDNet: Covariate-free multi-country settlement-level datasets of epidemiological estimates for network analysis
title: Replication data and code that accompanies the manuscript

description: Replication files and link to code for technical validation. Code and replication files can be downloaded here: https://github.com/DiegoGBassani/SEEDNet
DOI: 10.5683/sp3/1j6bew
title: Polyvinyl acetate binders undermine the effectiveness of biochar-based seed coatings

description: Pyrolyzed organic matter – commonly referred to as biochar – generally has positive effects on plant growth and can enhance early seedling development. Biochar-based seed coatings may thus be beneficial, specifically under adverse soil conditions such as high soil salinity. Using a series of lab and greenhouse experiments, we evaluated germination and early plant development in radish (Raphinus sativa) seeds coated with conifer-feedstock slow-pyrolysis biochar. Following the precedent of prior studies, polyvinyl acetate (PVAc) was used as the binding agent. Biochar-based seed coatings reduced germination rates and radicle extension in Petri dish trials; however, leaching of coated seeds largely eliminated this effect. PVAc applied in solution inhibited seed germination to a similar extent, suggesting that toxicity of PVAc or chemical products derived from it is the main mechanism for germination inhibition; a meta-analysis of published literature also indicates negative effects of biochar-based seed coatings using PVAc. In greenhouse trials the same biochar seed coatings improved aspects of plant growth and physiological status relative to controls, specifically enhancing root development. We conclude that biochar-based seed coatings have promise in promoting early seedling growth, and potentially in combating salinity stress in agronomic and restoration applications. However, our findings contraindicate PVAc use as a binding agent. Further research is needed to test non-phytotoxic, readily biodegradable binding agents and to optimize biochars and seed coating processes for specific applications in agronomy and ecological restoration.
DOI: 10.5683/sp3/bl8wsq
title: Langenfeld et al Supp Data for 2021 Pelagic Zooplankton

description: This data set includes zooplankton community data and microplastic ingestion by zooplankton for the 2021 pelagic limnocorral experiment as part of the pELAstic Project.
DOI: 10.5683/sp3/eutih1
title: Replication Data for: 2H-NMR as a practical tool for following MOF formation: a case study of UiO-66

description: Abstract: Deuterium-NMR spectroscopy is the optimal inter-lab methodology to understand in-situ kinetics of metal-organic framework (MOF) formation. This method is facile, affordable, and can be used to isolate and monitor one reagent at a time by using one deuterated component with the remaining components having no deuterium present. Developing a mechanistic basis for MOF formation is critical for rapid development of new materials. This work utilizes 2H-NMR, by means of the spectrometer’s lock channel, to demonstrate how UiO 66 forms as a function of different modulators (acetic acid, benzoic acid, and hydrochloric acid). Monitoring the concentration of deuterated linker and the chemical shift and peak width of deuterated water over time unravels key elements of MOF formation. Paradoxically, conditions that would cause ligand to be consumed more slowly results in MOFs to appear more quickly and with fewer defects. This is due to the dissociative mechanism associated with the ZrIV-containing node.
description: The data herein represents the NMR, TGA, and gas adsorption data used in this work.
DOI: 10.5683/sp3/kdxdya
title: Exploring Experiences of Tilt and Ragequitting in Competitive and Recreational Videogamers

description: This is the data repository for the study "Exploring Experiences of Tilt and Ragequitting in Competitive and Recreational Videogamers". De-identified interview transcripts from participants who have consented to having their data stored. Researchers who would like to access this non-identifiable data will need to have approval from a Research Ethics Board to be granted access to the interview data and will need to justify how their proposed research/teaching is related to the general research area that was described to you (i.e., emotions, emotion regulation, and/or videogames).
DOI: 10.5683/sp3/l8objw
title: Dataset of person and object recognition sensitivity in musicians and non-musicians

description: Unimodal auditory, visual and bimodal audiovisual sensitivity scores for musicians and non-musicians who participated in a person and object recognition task. 

Data sheet includes information regarding participant group membership (musician/non-musician); age (years); Gender (M/F); musical training (years); practice (hours/week); unimodal face sensitivity score (d'); unimodal voice sensitivity score (d'); bimodal person recognition score (d'); unimodal car sensitivity score (d'); unimodal horn sensitivity score (d'); and bimodal object recognition score (d').

All data has been anonymized and has been approved by the Office of Research Ethics at York University (e2021-85). All participants provided informed consent.