cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5066/p966cghn
title: Database for the geologic map of the Great Smoky Mountains National Park region, Tennessee and North Carolina

description: The geologic map database of the Great Smoky Mountains National Park region of Tennessee and North Carolina is a result from studies from 1993 to 2003 as part of a cooperative investigation by the U.S. Geological Survey with the National Park Service (NPS). This work resulted in a 1:100,000-scale geologic map derived from mapping that was conducted at scales of 1:24,000 and 1:62,500. The geologic data are intended to support cooperative investigations with the NPS, the development of a new soil map by the Natural Resources Conservation Service, and the All Taxa Biodiversity Inventory. In response to a request by the NPS, we mapped previously unstudied areas, revised the geology where problems existed, and developed a map database for use in interdisciplinary research, land management, and interpretive programs for park visitors.
DOI: 10.17632/z7dj3yyzt8.2
title: A DATASET for GPS Spoofing Detection on Unmanned Aerial System

description: This dataset includes data extracted from authentic raw GPS signals collected from different locations to emulate a flying UAS using a Universal software radio peripheral unit configured as a GPS receiver.
DOI: 10.5066/p9cpkrlw
title: Data to Estimate Water Use Associated with Continuous Oil and Gas Development, Williston Basin, United States, 1980-2017 (ver. 3.0, October 2022)

description: This U.S. Geological Survey (USGS) Data Release provides data to estimate water use associated with continuous oil and gas development in the Williston Basin during 1980-2017. Data included: Data records from the national hydraulic fracturing chemical registry, FracFocus, including the state, county, latitude and longitude of each well, and the year and volume of water used for hydraulic fracturing for the years 2010-2017 in Montana and North Dakota. IHS Markit (TM) data reported in 2018 including the number of wells used for hydraulic fracturing treatments; the volume of oil, gas and water produced; well counts for produced oil, gas, and water. Montana Department of Natural Resources and Conservation (MTDNRC) water permit records associated with oil and gas development including the county, source type, use type, and volume of water use reported for the years 2012-2017. North Dakota Industrial Commission (NDIC) records of individual well permits including county, latitude, longitude, depth of casings, number of sacks of cement used for casings, volume of wastewater injected or disposed, volume of water, oil and gas produced, and the volume of water used for hydraulic fracturing stimulation for the years 1980-2017. North Dakota State Water Commission (NDSWC) records of individual water permits including the county, latitude, longitude, source type, use type, and volume of water use reported, and allocations allowed for the years 1980-2017. Annual population estimates by county for Montana, North Dakota, and South Dakota for the years 1980-2017 from the United States Census Bureau's (USCB) Population Estimates Program. Spatially interpolated monthly total precipitation and average monthly daily minimum, maximum, and mean air temperature from the PRISM Climate Group for the conterminous United States for the years 1980-2017 at a 4 km resolution. First Posted September 30, 2019 Revised December 17, 2019, ver. 2.0 Revised October 18, 2022, ver. 3.0
DOI: 10.5066/p9fbsk0e
title: Model Archive Summary for Turbidity Derived Suspended-Sediment Concentrations at 11455350 Cache Slough at Ryer Island, Ca (2013-2018)

description: Continuous 15-minute time-series suspended-sediment concentration (SSC) data, representative of the cross section, were computed from instream turbidity data and are acceptable to compute sediment transport. Instream turbidity data were collected at the same location of the ADVM. Sediment samples were collected along the channel transect shown in the channel cross section information file. Complete model details are described in the Model Archive Summary document.
DOI: 10.5281/zenodo.7222050
title: Dataset Bendiksen et al. 2022

description: Temporary
DOI: 10.5281/zenodo.7222049
title: Dataset Bendiksen et al. 2022

description: Temporary
DOI: 10.3886/e182061
title: Inequitable Interactions: A Critical Quantitative Analysis of Mentorship and Psychosocial Development Within Computing Graduate School Pathways (Data Access and Analysis)

description: The files presented here include information on data access (please click on the file titled "READ_ME_FIRST") and data analysis (i.e., file named "Inequitable_Interactions_Full_Syntax"). These files are presented in support of the article Inequitable interactions: A critical quantitative analysis of mentorship and psychosocial development within computing graduate school pathways, to be published in a forthcoming issue of AERAOpen.<br><br><b>Abstract for the paper:</b><br>Mentorship is vital to increasing graduate school access in computing; however, mentorship must be structured in power-conscious, developmental ways to ensure equitable access to and support within computing graduate pathways. I engage a critical quantitative lens to examine mentoring support among undergraduates with reported graduate aspirations, taking a nuanced look at departmental mentorship to investigate how organizational power in computing may maintain inequitable mentoring outcomes. Descriptive and regression analyses draw from a longitudinal sample of 442 graduate aspirants in computing who completed an introductory course survey (between 2015-2017) and a follow-up survey (fall 2019). Results document significant variation in forms of mentoring support and disciplinary psychosocial beliefs (i.e., computing identity and self-efficacy), with key patterns across graduate aspirants’ social identities and mentors’ organizational power (via their departmental roles). I conclude by discussing structural and social inequities in mentorship, which may underscore disparities in students’ realization of their computing graduate aspirations.<br>
description: Undergraduate students in a computing-related field who reported having aspirations for a master's or doctoral degree.
description: Data were collected by the BRAID Research team at UCLA. For more information, please email momentum@ucla.edu.
DOI: 10.6084/m9.figshare.21357363.v1
title: Metabolites milk oxylipin data

description: Data used to assess quality of milk oxylipin measurements.
DOI: 10.3886/e182061v1
title: Inequitable Interactions: A Critical Quantitative Analysis of Mentorship and Psychosocial Development Within Computing Graduate School Pathways (Data Access and Analysis)

description: The files presented here include information on data access (please click on the file titled "READ_ME_FIRST") and data analysis (i.e., file named "Inequitable_Interactions_Full_Syntax"). These files are presented in support of the article Inequitable interactions: A critical quantitative analysis of mentorship and psychosocial development within computing graduate school pathways, to be published in a forthcoming issue of AERAOpen.<br><br><b>Abstract for the paper:</b><br>Mentorship is vital to increasing graduate school access in computing; however, mentorship must be structured in power-conscious, developmental ways to ensure equitable access to and support within computing graduate pathways. I engage a critical quantitative lens to examine mentoring support among undergraduates with reported graduate aspirations, taking a nuanced look at departmental mentorship to investigate how organizational power in computing may maintain inequitable mentoring outcomes. Descriptive and regression analyses draw from a longitudinal sample of 442 graduate aspirants in computing who completed an introductory course survey (between 2015-2017) and a follow-up survey (fall 2019). Results document significant variation in forms of mentoring support and disciplinary psychosocial beliefs (i.e., computing identity and self-efficacy), with key patterns across graduate aspirants’ social identities and mentors’ organizational power (via their departmental roles). I conclude by discussing structural and social inequities in mentorship, which may underscore disparities in students’ realization of their computing graduate aspirations.<br>
description: Undergraduate students in a computing-related field who reported having aspirations for a master's or doctoral degree.
description: Data were collected by the BRAID Research team at UCLA. For more information, please email momentum@ucla.edu.
DOI: 10.17632/9zcfkgdbh4.1
title: Data for "Activity-State Entropy: A Novel Brain Entropy Measure Based on Spatial Patterns of Activity"

description: This folder contains the raw fMRI data (structural and functional) used in "Activity-State Entropy: A Novel Brain Entropy Measure Based on Spatial Patterns of Coactivation".
DOI: 10.17632/ctsmk297mw.1
title: How do the elderly in nursing homes live with dignity?: a qualitative evidence synthesis(Data availability statement)

description: This study focuses on the evidence summary of the dignity experience of the elderly in nursing homes, aiming to explain the understanding of dignity of the elderly in nursing homes, the influencing factors of dignity of the elderly, and the maintenance strategies of dignity. The data of this study are from the included qualitative research literature, and the data sources are true and reliable. Every included article can be found in Pubmed, web of science and other data. The following documents contain the included literature and extracted data.
DOI: 10.17632/9285c3hzmh.1
title: Pan-cancer analysis of the role of NCS1 in immunotherapy and prognosis of human cancer

description: Pan-cancer analysis of the role of NCS1 in immunotherapy and prognosis of human cancer
DOI: 10.17632/89wr243dbt.1
title: Automated Evapotranspiration Research Dataset used in a Systematic Review and Meta-analysis.

description: Abstract: In view of the scarcity of water resources that has been worsening over time and the high consumption of these resources by agribusiness, there is a need for studies that can manage such action in a sustainable way, providing food security for the population present and future world. Background: with the theme: What is the systemic view of the automated models and techniques for the determination or estimation of transpiration, evaporation or evapotranspiration for plantations? Objectives: To identify in recent literature what researchers and scientists have publicized about automation methods for irrigation, focused on estimating evapotranspiration. To identify evapotranspiration inference methods, models and techniques. Methods: The methodology was based on the exploratory theoretical essay with qualitative and quantitative characteristics through Systematic Review and Meta-analysis of the data. Results: It is expected to identify trends in research lines and observe low-cost methods and optimization of evapotranspiration systems that allow greater economy and efficiency. 
Palavras-chave: Eficiência no uso da água. Irrigação. Automação. Evapotranspiração. Revisão sistemática.
DOI: 10.17632/zxmbwjh94s.1
title: BIM model for digital twin application

description: These data are the BIM model of multi-mass building including .xlsx data demonstrating real-time monitoring and visualization as a part of digital twin functionality.
DOI: 10.17632/9y6zf569cj.1
title: Dataset associated with: "Diosgenin alleviates nonalcoholic steatohepatitis through affecting liver-gut circulation"

description: Raw data of western blot in MCD and HFD & fed mice.
DOI: 10.17632/27fmhn5xh5.1
title: U-Pb geochronologic analyses from  Taxkorgan River

description: We have collected three new sand samples from Taxkorgan River in eastern Pamir syntaxis . Zircon separation was carried out from ~10 kg samples using conventional magnetic and density techniques to concentrate the non-magnetic, heavy fractions. Representative selections of zircons were then extracted by handpicking under a binocular microscope. Then, ~300 zircon grains were randomly selected and then cast into an epoxy mount and polished to obtain an even surface. And the mount was sanded down, polished and cleaned prior to isotopic analysis.
U‐Pb geochronology of zircons was conducted by laser ablation multicollector inductively coupled plasma mass spectrometry (LA–MC–ICPMS) at the State Key Laboratory of Earthquake Dynamics, Institute of Geology, China Earthquake Administration. The analyses involve ablation of zircon with Resolution M50-LR ArF excimer laser ablation system using a spot diameter of 28 microns, and it is necessary to set the integration time of isotopes to be measured, including 15 ms for 204Pb, 206Pb and 208Pb, 30 ms for 207Pb, 10 ms for 232Th and 238U, and 6 ms for other trace elements using Agilent 7900 quadrupole inductively coupled plasma mass spectrometer (Li et al., 2019). Every set of ten samples analyses was followed by analysis of two zircons standard 91,500 and one zircon standard GJ-1, and the glass standard (Jackson et al., 2004). Common Pb was corrected using the method proposed by Andersen (2002). The experimental results were tuned by the standard program Glitter 4.0, and U‐Pb geochronology with concordance less than 90% were excluded. U‐Pb geochronology were output used by 206Pb/238U and 1σ if less than 1.2 Ga, unless use 207Pb/206Pb and 1σ (Nemchin and Cawood, 2005).
DOI: 10.17632/6m4jz3ywhc.1
title: Composition of bacterial communities in the intestine, skin and spleen of farmed rainbow trout infected with Vibrio anguillarum

description: Vibrio anguillarum infection in cultured trout, besides its own harmful effects, can also make the fish more susceptible to other infections, both by swamping the host immune system and by creating the skin lesions that serve as a direct gateway for opportunistic bacteria. Samples of tissue were taken from gut, spleen, and mucus from skin lesions of cage-grown rainbow trout suffering from natural Vibrio infections of varying severity. The fish were caught by a net randomly from four neighboring cages. The animals in these cages were from the same full-sibling family batch, the same age, average weight, and were kept with the same stocking density and feeding regime. In addition, a sample of water was taken to document the planktonic bacteria inhabiting the fish farm at the time of study. Total DNA was isolated from these samples and used to produce v3-v4 SSU rRNA amplicons, which were then sequenced on Illumina MiSeq (2x300 bp) and assembled into 97% identity OTUs. Raw sequencing data deposited at NCBI SRA (project ID PRJNA828372, sequencing run IDs SRR18828104 to SRR18828151) and resulted OTU tables deposited here. Table "OTUs" provides data on the composition of bacterial communities in the spleen, skin and intestines of farmed rainbow trout infected with Vibrio anguillarum (SL-heavy infected, IP-moderately infected, AS-asymptomatic). 
The "Taxonomy" table contains a decryption of the taxonomy of these unique OTUs. The obtained 16S rRNA gene sequencing dataset allows analyzing bacteria co-colonizing skin and intestine of the infected fishes along with the pathogenic Vibrio anguillarum, as well as generally providing knowledge on the spread of bacteria between various bodily compartments in infected trout.
DOI: 10.17632/6m4jz3ywhc.2
title: Composition of bacterial communities in the intestine, skin and spleen of farmed rainbow trout infected with Vibrio anguillarum

description: Vibrio anguillarum infection in cultured trout, besides its own harmful effects, can also make the fish more susceptible to other infections, both by swamping the host immune system and by creating the skin lesions that serve as a direct gateway for opportunistic bacteria. Samples of tissue were taken from gut, spleen, and mucus from skin lesions of cage-grown rainbow trout suffering from natural Vibrio infections of varying severity. The fish were caught by a net randomly from four neighboring cages. The animals in these cages were from the same full-sibling family batch, the same age, average weight, and were kept with the same stocking density and feeding regime. In addition, a sample of water was taken to document the planktonic bacteria inhabiting the fish farm at the time of study. Total DNA was isolated from these samples and used to produce v3-v4 SSU rRNA amplicons, which were then sequenced on Illumina MiSeq (2x300 bp) and assembled into 97% identity OTUs. Raw sequencing data deposited at NCBI SRA (project ID PRJNA828372, sequencing run IDs SRR18828104 to SRR18828151) and resulted OTU tables deposited here. Table "OTUs" provides data on the composition of bacterial communities in the spleen, skin and intestines of farmed rainbow trout infected with Vibrio anguillarum (SL-heavy infected, IP-moderately infected, AS-asymptomatic). 
The "Taxonomy" table contains a decryption of the taxonomy of these unique OTUs. The obtained 16S rRNA gene sequencing dataset allows analyzing bacteria co-colonizing skin and intestine of the infected fishes along with the pathogenic Vibrio anguillarum, as well as generally providing knowledge on the spread of bacteria between various bodily compartments in infected trout.
DOI: 10.17632/6m4jz3ywhc.3
title: Composition of bacterial communities in the intestine, skin and spleen of farmed rainbow trout infected with Vibrio anguillarum

description: Vibrio anguillarum infection in cultured trout, besides its own harmful effects, can also make the fish more susceptible to other infections, both by swamping the host immune system and by creating the skin lesions that serve as a direct gateway for opportunistic bacteria. Samples of tissue were taken from gut, spleen, and mucus from skin lesions of cage-grown rainbow trout suffering from natural Vibrio infections of varying severity. The fish were caught by a net randomly from four neighboring cages. The animals in these cages were from the same full-sibling family batch, the same age, average weight, and were kept with the same stocking density and feeding regime. In addition, a sample of water was taken to document the planktonic bacteria inhabiting the fish farm at the time of study. Total DNA was isolated from these samples and used to produce v3-v4 SSU rRNA amplicons, which were then sequenced on Illumina MiSeq (2x300 bp) and assembled into 97% identity OTUs. Raw sequencing data deposited at NCBI SRA (project ID PRJNA828372, sequencing run IDs SRR18828104 to SRR18828151) and resulted OTU tables deposited here. Table "OTUs" provides data on the composition of bacterial communities in the spleen, skin and intestines of farmed rainbow trout infected with Vibrio anguillarum (SL-heavy infected, IP-moderately infected, AS-asymptomatic). 
The "Taxonomy" table contains a decryption of the taxonomy of these unique OTUs. The obtained 16S rRNA gene sequencing dataset allows analyzing bacteria co-colonizing skin and intestine of the infected fishes along with the pathogenic Vibrio anguillarum, as well as generally providing knowledge on the spread of bacteria between various bodily compartments in infected trout.
DOI: 10.17632/vrrczgst8d.1
title: Dataset for PLS-SEM

description: This dataset contains quantitative responses that explain the perception of intrinsic motivation, extrinsic motivation, teacher professional identity, and teacher resiliency in facing teaching challenges from 797 Malaysian teachers. It aims to shed light on the relationship between (1) extrinsic motivation and teacher resiliency; (2) intrinsic motivation and teacher resiliency. Also, it aims to examine the relationship between teacher professional identity and teacher resiliency.  The data can be interpreted by looking at the PLS algorithm for the assessment of the measurement model and structural model.
DOI: 10.17632/4kh76pv4sj.1
title: Protocol to assess human germinal center responses to SARS-CoV-2 vaccination via a combined fine needle aspiration and spectral flow cytometry approach. Bettini et al.

description: Methods Video S1. Cine of an ultrasound guided FNA pass, related to step 27.
DOI: 10.17632/c3pzt48b8y.1
title: Contour plots and image sequences pertaining to smalls-scale free-piston homogeneous charge compression ignition engines

description: The contour plots and image sequences are presented for illustrating the ignition and combustion processes in smalls-scale free-piston homogeneous charge compression ignition engines. In contrast to transport-limited engine combustion modes, homogeneous charge compression ignition depends primarily upon the compression process and fuel oxidation kinetics. Therefore, matching engine operating conditions and homogeneous charge compression ignition combustion is essentially a reaction engineering problem. The governing equations for a non-isothermal and non-adiabatic system are mass conservation. To model heat transfer in a smalls-scale engine, several approaches with varying levels of complexity may be taken. However, the heat transfer model should be relatively simple but capture the surface-area-to-volume ratio dependence. Moreover, conduction from the charge to an isothermal wall represents a worst-case scenario in terms of heat loss. Hence, conduction is assumed to be the dominant heat transfer mode. The non-dimensional heat transfer rate is proportional to the non-dimensional surface-area-to-volume ratio and depends exclusively upon the compression ratio and the aspect ratio. Evidently, large aspect ratios tend to minimize heat transfer. Diffusion fluxes also increase with surface-area-to-volume ratio. Therefore, assuming that radical recombination reactions on the combustion chamber walls are mass transfer-limited, it is hypothesized that the frequency of these events will increase with the surface-area-to-volume ratio. Thus, this effect is taken into account by assuming the walls to be perfect radical sinks and that diffusion dominates. Wall species are assumed to have thermodynamic properties identical to their authentic counterparts. Temperature-dependent terms of the reaction rates are included in the kinetic mechanism while pressure and geometry-dependent parts are incorporated in the source code. Transport properties of the charge are assumed identical to air. To achieve homogeneous charge compression ignition, the charge must be brought by compression to a thermodynamic state such that the ignition delay time is short relative to the residence time. Therefore, in contrast to typical reaction engineering problems, the bulk temperature, chemical time, and residence time are variables. Additionally, homogeneous charge compression ignition depends strongly upon the initial conditions and the compression ratio. Hence, the relationships between the various parameters and homogeneous charge compression ignition are seldom obvious.
Contributor: Junjie Chen, E-mail address: koncjj@gmail.com, ORCID: 0000-0002-5022-6863, Department of Energy and Power Engineering, School of Mechanical and Power Engineering, Henan Polytechnic University, 2000 Century Avenue, Jiaozuo, Henan, 454000, P.R. China
DOI: 10.17632/rz72hs5dvg.1
title: Development and Validation Of The Large Nodule Radiomics Predictive Vector (LN-RPV) 

description: Large lung nodules are not currently stratified well by existing clinical guidelines. 

Here we provide the data needed to generate the 'large nodule radiomics predictive vector' as described in 'A Radiomics-Based Decision Support Tool Improves Lung Cancer Diagnosis In Combination With The Herder Score in Large Lung Nodules', published in EBioMedicine. This model is able to classify large lung nodules according to cancer risk.

The radiomics features were extracted from manual nodule segmentations using TexLab 2.0. The 'Outcome' column refers to the cancer status of the nodule (0: benign, 1: malignant).

Access to the source images or clinicodemographic data will be considered on request to Dr. Richard Lee (richard.lee@rmh.nhs.uk).