cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/3my6cv
title: A new species of Hydroscapha LeConte from northwestern Venezuela (Coleoptera: Myxophaga: Hydroscaphidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Hall, Eugene, Short, Andrew E. Z. (2010): A new species of Hydroscapha LeConte from northwestern Venezuela (Coleoptera: Myxophaga: Hydroscaphidae). Zootaxa 2358: 49-56, DOI: 10.5281/zenodo.275690
DOI: 10.15468/jnuv3d
title: Anacroneuria (Plecoptera, Perlidae) from the Mantiqueira Mountains, São Paulo State, Brazil

description: This dataset contains the digitized treatments in Plazi based on the original journal article Froehlich, Claudio G. (2010): Anacroneuria (Plecoptera, Perlidae) from the Mantiqueira Mountains, São Paulo State, Brazil. Zootaxa 2365: 55-68, DOI: 10.5281/zenodo.275765
DOI: 10.14457/kmutt.res.2005.49
title: วงจรเตือนอันตรายจากปริมาณพิษบนแท่นพิมพ์ด้วยไมโครคอนโทรลเลอร์ /
DOI: 10.15468/ssiunw
title: Taxonomy of the genus Hybridolinus Schillhammer (Coleoptera: Staphylinidae: Philonthina) from China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Li, Liang, Zhou, Hong-Zhang (2010): Taxonomy of the genus Hybridolinus Schillhammer (Coleoptera: Staphylinidae: Philonthina) from China. Zootaxa 2360: 34-46, DOI: 10.5281/zenodo.275702
DOI: 10.15468/veoaaj
title: Name-bearing Types of Lepidoptera (Insecta), excluding Rhopalocera, in the National Museums of Scotland, Edinburgh

description: This dataset contains the digitized treatments in Plazi based on the original journal article Bland, Keith P. (2010): Name-bearing Types of Lepidoptera (Insecta), excluding Rhopalocera, in the National Museums of Scotland, Edinburgh. Zootaxa 2394: 1-22, DOI: 10.5281/zenodo.275866
DOI: 10.14457/kmutt.res.2003.49
title: วงจรควบคุมแบบลูปปิดสำหรับวงจรคอนเวอร์เตอร์คลาสอี /
DOI: 10.14457/kmutt.res.2004.35
title: วงจรแปลงผกผันสำหรับหลอดอิเล็กโตรลมิเนสเซ็นเตอร์ แบบสวิตช์ที่แรงดันศูนย์ /
DOI: 10.15468/d8mgct
title: On the Planopilumnidae Serène, 1984 (Crustacea: Brachyura: Pseudozioidea), with diagnoses of two new pilumnoid genera for species previously assigned to Planopilumnus Balss, 1933

description: This dataset contains the digitized treatments in Plazi based on the original journal article Ng, Peter K. L. (2010): On the Planopilumnidae Serène, 1984 (Crustacea: Brachyura: Pseudozioidea), with diagnoses of two new pilumnoid genera for species previously assigned to Planopilumnus Balss, 1933. Zootaxa 2392: 33-61, DOI: 10.5281/zenodo.275841
DOI: 10.5517/ccdc.csd.cc28ykng
title: CCDC 2113786: Experimental Crystal Structure Determination

description: Related Article: Avijit Chakraborty, Saswata Rabi, Lucky Dey, Debashis Palit, Benu Kumar Dey, Edward R.T. Tiekink, Tapashi Ghosh Roy|2022|Heliyon|8|e09678|doi:10.1016/j.heliyon.2022.e09678
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.20137649
title: Salt marsh radiocarbon and loss on Ignition data

description: Measurements of radiocarbon and organic matter from core subsamples (Supplementary_Data.xlsx). Radiocarbon data and calibration results are presented in the Radiocarbon data tab and source data used for deriving carbon % are presented on the Subsample carbon data tab. Core locations and other site information are presented in Table_1.docx
DOI: 10.6084/m9.figshare.20137649.v1
title: Salt marsh radiocarbon and loss on Ignition data

description: Measurements of radiocarbon and organic matter from core subsamples (Supplementary_Data.xlsx). Radiocarbon data and calibration results are presented in the Radiocarbon data tab and source data used for deriving carbon % are presented on the Subsample carbon data tab. Core locations and other site information are presented in Table_1.docx
DOI: 10.5683/sp2/q5puiw
title: High resolution aerial imagery - 2 year old Douglas fir - Western redcedar reforestation, coastal BC

description: High resolution orthophotos of a 2 year old (E10) and a 1 year old (A50) reforestation with western redcedar and douglas fir seedlings and cuttings at UBC's Malcolm Knapp Research Forest. The final average ground sampling distance for E10 was 2.02cm and A050 was 2.33cm. The data was originally obtained to assess the impact of microsite conditions on the development of seedlings and cuttings in the first years after planting. Please contact us for additional information about the location of these research plots, as well as the trial design. The dataset includes Ortho and DSM files.
DOI: 10.5683/sp2/gy2qjh
title: Great Bear Rainforest - landscape level planning data

description: This dataset was developed to analyze various forest management alternatives for the area under the 2016 Great Bear Rainforest order (GBR order). It was developed for the use with common forest management planning software, such as WOODSTOCK (Remsoft) or Forest Planning Studio Atlas (FPS-Atlas). The area under the GBR order objectives includes 5 timber supply areas (TSA): Kingcome, Mid Coast, North Coast, Strathcona, and small sections of the Pacific. Geographical data were collected from the BC government's open data program in Canada (DataBC), and the BC government’s website on Strategic Land and Resource Planning for the GBR. The geographical databases accessed from public sources included: (1) administrative boundaries (e.g., GBR boundary, tree farm licenses, Indian reserves, etc.), (2) forest inventory (e.g., BC vegetation resource inventory, depletions to year 2015, environmentally sensitive areas, roads), and (3) management guidance (e.g., reserves, wildlife habitat areas, ungulate winter range, recreation inventory, sensitive watersheds, streams, rivers, lakes, wetlands). Some of the geographical datasets were not publicly available (e.g., logging operability) and are therefore not part of this dataset. The productive forest land base (PFLB) was established after excluding the Provincial and National Parks, reserves, various timber licences (tree farm licences, woodlots, other leases), and non-forested land. Coniferous tree-leading stands dominate the PFLB, with the most common species being western and mountain hemlock (Tsuga heterophylla and Tsuga mertensiana) (46.8%), western redcedar (Thuja plicata) (32.6%) and yellow cedar (Chamaecyparis nootkatensis) (8.9%). The yield curves associated with each stand type, and spatially with each polygon, were imported from the latest Timber Supply Review (TSR) documents for the Kingcome and Mid Coast TSAs. For the North Coast and Strathcona TSAs, the stand type information in the latest TSR documents was used to develop yield curves using the Variable Density Yield Projection (VDYP) (Forest Analysis and Inventory Branch, 2009) and Table Interpolation Program for Stand Yields (TIPSY) (BC MFLNRO, 2016d) software tools. The Pacific TSA does not have a published TSR document, yet the small sections of the Pacific TSA that fall under the GBR (0.7%) are spatially adjacent to the Kingcome TSA. It was assumed that Pacific TSA had similar yields and stand types to the Kingcome TSA The dataset represents the status quo at data preparation in the area.
DOI: 10.5683/sp2/xtgusk
title: Dataset on land-use history, tree biodiversity, and soil characteristics in a shifting cultivation system in the Peruvian Amazon

description: This dataset provides fallow management, soil, and biodiversity metrics, and tree species community composition data for sampled fallows (n=47) and one primary forest stand in the community of San Jose [pseudonym] in the Peruvian Amazon from 2011. Management metrics were calculated from collected oral land use histories and air photo interpretation. Vegetation metrics were calculated from sampled vegetation plots in fallows 3-20 years of age and rarefied to common number of stems (n = 120). Fallow soils were collected and analyzed at La Molina University in Lima, Peru and adjusted for bulk density. Tree species data were collected for all stems &gt; 2cm in sampled fallow vegetation plots. The dataset includes site level data on proportional break down of functional traits based on the relative proportion of stems per site; relative location of a site from Primary forest and village centre; time period since isolation; and measured soil properties adjusted for measured bulk density.
DOI: 10.5683/sp2/kitzqk
title: Multivariate maps of forest attributes for management units in Canada's boreal forest

description: A spatially explicit “wall to wall” forest inventory of percent crown closure (CC), average height (Ht), average age (Age), and commercial species percentages derived using a multi-source inventory approach from Lochhead et al. (2017). This process involved compiling a suite of spatial layers including Landsat TM/ETM+ imagery, interpolated climate variables, topographic variables and other remote sensing products to be used as predictors and Canada’s National Forest Inventory photo plot information (1986-2010) as the source of dependant variables.Following Lochhead et al.(2017) the application used a method called kriging with external drift which relies on a system of non-linear models with spatially varying parameters to produce multivariate maps for the year 2010 at a 90m x 90m pixel resolution. The resulting maps are clipped to each forest management area (FMA) boundary which was sourced online (www.databasin.org). For cases, where a 90 m x 90 m pixel window overlapped non-vegetated area (e.g., waterbodies) the forest attribute information was averaging using only the vegetated pixels (i.e., prorating). For more information on methods refer to the publication.
DOI: 10.5683/sp2/m0q0jb
title: Bulkley Timber Supply Area - Forest Planning Data

description: This data package contains landscape level forest data, growth and yield data, metadata and models for modelling timber supply in the Bulkley Timber Supply Area, British Columbia, BC, Canada, using a spatially explicit forest management planning software, such as Forest Planning Studio Atlas (UBC), Patchworks (Spatial) or Woodstock (Remsoft). Details can be found in the README file.
DOI: 10.5683/sp2/xzcp6z
title: KielstraChauRichardson_Ecosphere

description: Data for: Kielstra, B. W., J. Chau, and J. S. Richardson. 2019. Measuring function and structure of urban headwater streams with citizen scientists. Ecosphere 10:e02720. https://doi.org/10.1002/ecs2.2720
DOI: 10.5683/sp2/yuoaug
title: Bill of materials (BoM) and archetype information for buildings in Canada

description: Significant progress has been made globally in reducing GHG emissions from the operation of buildings, however, huge challenges still remain in mitigating the embodied emissions from the manufacturing, transportation, and disposing of building materials. This is particularly relevant in BC, where electricity is largely generated from renewable sources, indicating limited potential for further reducing GHG emissions from building operations. Therefore, investigating the options to reduce embodied GHG emissions in building materials presents another crucial opportunity to further mitigate the overall GHG emissions from buildings. For example, the City of Vancouver’s newly released Climate Emergency Action Plan has set an ambitious goal of reducing 40% embodied GHG emissions in new buildings compared to the 2018 benchmark. To support decision-making that could ultimately fulfill such an ambitious goal, it is imperative that a standard approach is used to derive benchmark buildings and the corresponding bill-of-materials (BoM). Accordingly, we compiled a BoM dataset of 35 typical buildings in Canada. The data was classified into “whole-building level” and “assembly-level”, and building materials were sorted by an aggregation system (see below) in both classifications. Whole-building-level BoM contains data for 33 buildings, including institutional buildings and residential houses at the University of British Columbia, container-based single-family housing, single-family residential building, precast concrete commercial buildings, etc. On the other hand, assembly-level BoM contains material data for different structural components of one multi-unit apartment and one typical newly-built single-family home in Vancouver. The aggregation system organizes the material data by three tiers - M1, M2, and M3, which offers 3 hierarchical levels of specificity. The first hierarchical level (M1) provides the least specified information while the final level (M3) provides the most detailed information. For example, Aluminum cold-rolled sheet (M3) is categorized within Aluminum (M2) under Metal (M1). This aggregation system offers the flexibility for LCA practitioners to obtain BoM information at the resolution that fits their scope of work.
DOI: 10.5683/sp2/wlqo2c
title: Small-scale fisheries fishing effort and gears data (non-spatial), central Danajon Bank

description: Data from Jennifer Selgrath's PhD research on small-scale fisheries, coral reef habitats, and multiple stressors. https://open.library.ubc.ca/cIRcle/collections/ubctheses/24/items/1.0354473
DOI: 10.5683/sp2/bupajk
title: Replication Data for: Solitude experience publication

description: Data, scripts, and variable explanations
DOI: 10.5683/sp2/mpucxf
title: Effects of social housing on reversal learning and fearfulness in dairy calves

description: Early life social deprivation can cause cognitive deficits, behavioural abnormalities, and anxiety in rodents and primates. This study investigated its effects on dairy calves. First single-housed calves were compared to calves reared in a complex social group in their ability to learn a discrimination reversal. In the second experiment, individual calves were compared with those raised in pairs from 6 d, in pairs from 42 d, and complex group from early life. Both reversal learning and anxiety (fear of novel objects) was assessed. The results, showing learning deficits and elevated anxiety in single-housed calves, and intermediate learning abilities in late paired calves, are reported in a paper under revision for PLOS One. The data provided give individual IDs, treatment (level of social housing), dates training and testing occurred, success or failure at reversal learning and number of sessions taken to reach the learning criterion, latencies to touch the novel object or a human handler, counts of other fear-related behaviours during the test (e.g. retreats), and notes on relevant health information, etc.
DOI: 10.5683/sp2/psgdhu
title: Perturbation Predictability Can Influence the Long-Latency Stretch Response

description: Perturbations applied to the upper limbs elicit short (M1: 25-50 ms) and long-latency (M2: 50-100 ms) responses in the stretched muscle. M1 is produced by a spinal reflex loop, while M2 receives contribution from a longer trans-cortical pathway and is susceptible to intention. Thus when the participant is asked to counteract the perturbation, M1 is usually unaffected while M2 increases in size. While many studies have examined modulation of M2 between passive and active conditions, through the use of constant foreperiods (interval between warning signal and a perturbation), it has also been shown that the magnitude of M2 response in a passive condition can change based on factors such as habituation and anticipation of perturbation delivery. To prevent anticipation of a perturbation, most studies have used variable foreperiods; however the range of possible foreperiod duration differs between experiments. The present study examined the influence of different variable foreperiods on modulation of the M2 response. Fifteen participants performed active and passive responses to a perturbation that stretched wrist flexors. Each block of trials had either a short (2.5-3.5 seconds; high predictability) or long (2.5-10 seconds; low predictability) variable foreperiod. As expected, no differences were found between any conditions for M1, while M2 was larger in the active rather than passive conditions. Interestingly, within the two passive conditions, the long variable foreperiods resulted in a larger M2 (p=.006) than the trials with short foreperiods. These results suggest that perturbation predictability, even when using a variable foreperiod, can influence excitability of the circuitry contributing to the long-latency stretch response.
DOI: 10.5683/sp2/vfrzjo
title: Changing Childbirth in BC Dataset (Psychometric testing of MADM scale)

description: This minimum dataset includes variables reported in our publication entitled 'The Mother’s Autonomy in Decision Making (MADM) Scale: Patient-led development and psychometric testing of a new instrument to evaluate experience of maternity care' , published by PLOS ONE. Secondary use of this data must be approved by an ethics committee/ institutional review board. Data is available in csv format and in SPSS (version 23). Please contact Saraswathi Vedam at saraswathi.vedam@ubc.ca or Kathrin Stoll at kstoll@alumni.ubc.ca if you would like access to the data. For your information, the original ethics application number at the University of British Columbia was H12-02418.
DOI: 10.5683/sp2/5f26ei
title: Multi-scale Characterization and Representation of Composite Materials During Processing

description: Data for the journal paper: Navid Zobeiry, Alireza Forghani, Chao Li,Kamyar Gordnian, Ryan Thorpe, Reza Vaziri, Goran Fernlund, Anoush Poursartip. (in press) "Multi-scale Characterization and Representation of Composite Materials During Processing". Philosophical Transactions of the Royal Society of London A: Mathematical, Physical and Engineering Sciences (2016).
DOI: 10.5683/sp2/xd0yvz
title: BC MUNICIPAL WATER SURVEY 2016

description: The BC Municipal Water Survey 2016 presents an overview of local water use, pricing, and metering coverage in the province of British Columbia. In the summer and autumn of 2015, we contacted local governments to ask them basic questions about water use in their jurisdiction. Our survey was designed to provide continuity with the Municipal Water and Wastewater Survey, previously administered by Environment Canada, but discontinued.
DOI: 10.5683/sp2/6ku4i7
title: To Estimate and Optimize the Source of Drinking Water for Metro Vancouver until 2040

description: The population of Metro Vancouver (20110729Regional Growth Strategy Projections Population, Housing and Employment 2006 – 2041 File) will have increased greatly by 2040, and finding a new source of reservoirs for drinking water (2015_ Water Consumption_ Statistics File) will be essential. This issue of drinking water needs to be optimized and estimated (Data Mining file) with the aim of developing the region. Three current sources of water reservoirs for Metro Vancouver are Capilano, Seymour, and Coquitlam, in which the treated water is being supplied to the customer. The linear optimization (LP) model (Optimization, Sensitivity Report File) illustrates the amount of drinking water for each reservoir and region. In fact, the B.C. government has a specific strategy for the growing population till 2040, which leads them toward their goal. In addition, another factor is the new water source for drinking water that needs to be estimated and monitored to anticipate the feasible water source (wells) until 2040. As such, the government will have to make a decision on how much groundwater is used. The goal of the project is two steps: (1) an optimization model for three water reservoirs, and (2) estimating the new source of water to 2040. The process of data analysis for the project includes: the data is analyzed with six software—Trifacta Wrangler, AMPL, Excel Solver, Arc GIS, and SQL—and is visualized in Tableau. 1. Trifacta Wrangler Software clean data (Data Mining file). 2. AMPL and Solver Excel Software optimize drinking water consumption for Metro Vancouver (data in the Optimization and Sensitivity Report file). 3. ArcMap collaborates the raw data and result of the optimization water reservoir and estimating population till 2040 with the ArcGIS software (GIS Map for Tableau file). 4. Visualizing, estimating, and optimizing the source of drinking water for Metro Vancouver until 2040 with SQL software in Tableau (export tableau data file).
DOI: 10.5683/sp2/xotsdj
title: Mapping integration of midwives across the United States: Impact on access, equity, and outcomes

description: Our multidisciplinary team of legal, clinician, and perinatal epidemiology experts designed a study to assess the effects of state regulation of midwives on patient access to high quality maternity care in the US. We developed a novel, weighted scoring system that ranks all 50 states and DC on level of midwifery integration, and then linked state scores to maternal and newborn outcomes. In our study we demonstrate that greater integration of midwives is associated with significantly higher rates of physiologic birth outcomes, lower rates of obstetric interventions, and fewer adverse neonatal outcomes. Our new Midwifery Integration Scoring System provides an evidenced-informed tool that can identify barriers to effective health human resource allocation in maternity care, based on population-level health outcomes data. In the current context of the Sustainable Development Goals to facilitate equitable access to skilled maternity providers, we believe that our findings will be of great interest to your readers. We uploaded the 1) Midwifery Integration Scoring System and 2) the data set that includes all data points needed to replicate the results presented in our paper. Most of the data is for the year 2014 and comes from the CDC. Other data sources are detailed in the publication and a short data dictionary will be uploaded soon.
DOI: 10.5683/sp2/8skiob
title: Replication data for: Strait of Georgia biogeochemical model (SOG) data with varied river carbonate chemistry from 2001 to 2012

description: The SOG biogeochemical model of the Strait of Georgia is a 1-dimensional vertical model capable of predicting near-surface mixing, phytoplankton and zooplankton cycles, and carbonate chemistry. This dataset contains SOG model output data from 2001 to 2012 across 18 freshwater dissolved inorganic carbon (DIC) and total alkalinity (TA) scenarios. The 18 scenarios span a grid of 6 freshwater TA cases and 3 freshwater DIC:TA cases. The values for these freshwater scenarios were chosen based on a detail analysis of the Fraser River. Please refer to the methods section of the primary publication for more information.
DOI: 10.5683/sp2/z65keo
title: Replication data for: Measuring the Dissipation Rate of Turbulent Kinetic Energy in Strongly Stratified, Low Energy Environments: A Case Study from the Arctic Ocean

description: Dissipation Rate (\epsilon, units: [W/kg]) of Turbulent Kinetic Energy, derived from microstructure measurements of velocity shear and temperature gradients. Shear and temperature-gradient turbulence spectra are also included, as are CTD measurements and key glider variables. All measurements are taken from a Slocum G2 ocean glider.