cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/rfwyhxfnfj.2
title: Research on Optimization for mixed oil-electric fleet problem under the carbon emissions regulations

description: Experimental data is used to store experimental data for algorithm validation
Case data is used to store the data for the case analysis
DOI: 10.17632/g63f2s89wz.1
title: Underuse of sentinel lymph node biopsy for early-stage melanoma

description: Supplemental Tables
DOI: 10.17632/g63f2s89wz.2
title: Underuse of sentinel lymph node biopsy for early-stage melanoma

description: Supplemental Tables - revision 1
DOI: 10.17632/dc8ttnpgh4.1
title: Robust SARS-CoV-2 T cell responses with common TCRab motifs towards COVID-19 vaccines in haematological malignancy patients impacting B cell immunity. Nguyen et al

description: Table S2
DOI: 10.17632/kwb6t43y29.1
title: NJ Recycling Centers

description: Dataset detailing where NJ recycling centers are located.
DOI: 10.17632/ddxbccfnfz.1
title: West Virginia Unincorporated Communities

description: this dataset represents locations in Raleigh West Virginia where unincorporated communities. Unincorporated communities are towns without municipal organization.
DOI: 10.17632/9zrp7xsnnx.1
title: To evaluate the effect of lumbar spine manipulation on sympathetic skin response and disability in chronic low back pain patients

description: The purpose of the study was to determine the effectiveness of lumbar spine manipulation on sympathetic skin response and disabilities in chronic low back pain patients. 28 patients were recruited and randomly allocated into two groups experimental and sham group. experimental group receives lumbar spine manipulation while sham group received sham manipulation and conventional treatment. They received 2 sessions per week for 3 weeks.
DOI: 10.17632/v5w4nvh9vx.1
title: Data and codes for "A fitness trade-off explains the early fate of yeast aneuploids with chromosome gains"

description: Data and codes for "A fitness trade-off explains the early fate of yeast aneuploids with chromosome gains"
DOI: 10.17632/nwmn45b4zk.1
title: impact of effect on brain hemisphere on cognition and attention in healthy young adults. 

description: A study was conducted on healthy young adults. The main objective of the study was to find out the effect of the brain hemispheric on cognition and attention.
240 participants were included in the study and CSBD, MOCA, and Trail making test A and B was correlated. 
The result showed that there was no relation between the brain hemisphere and the core lateralized function of the brain.
DOI: 10.5281/zenodo.7760289
title: Replication package for the article "Who chooses fast-track programs in mathematics? The role of class origin, ethnicity, and gender among Norwegian lower-secondary students", submitted to European Societies.

description: This file contains a replication package for the article "Who chooses fast-track programs in mathematics? The role of class origin, ethnicity, and gender among Norwegian lower-secondary students", submitted to European Societies ****************************************************************************************************************************************<br> The analyses in this article are of secondary data from Norwegian state registers. We analyzed the data with concession from The Norwegian Data Protection Authority, and under the auspices of a confidentiality agreement with Statistics Norway. All direct identifiers were stripped from the file prior to analysis. Data were handled in such a way as to protect individual’s privacy and confidentiality. This included storing these data on a secure Research Computing server and requiring each researcher working with the data to sign a confidentiality affidavit. Other parties may not access the data because it would violate the concession given by The Norwegian Data Protection Authority, and the confidentiality agreement with Statistics Norway. This prevents us from uploading the data to a public repository. <br> Researchers may apply to get access to such data, and the procedure one needs to follow is described at Statistics Norway’s webpage: <br> https://www.ssb.no/en/data-til-forskning/utlan-av-data-til-forskere<br>
DOI: 10.5281/zenodo.7760288
title: Replication package for the article "Who chooses fast-track programs in mathematics? The role of class origin, ethnicity, and gender among Norwegian lower-secondary students", submitted to European Societies.

description: This file contains a replication package for the article "Who chooses fast-track programs in mathematics? The role of class origin, ethnicity, and gender among Norwegian lower-secondary students", submitted to European Societies ****************************************************************************************************************************************<br> The analyses in this article are of secondary data from Norwegian state registers. We analyzed the data with concession from The Norwegian Data Protection Authority, and under the auspices of a confidentiality agreement with Statistics Norway. All direct identifiers were stripped from the file prior to analysis. Data were handled in such a way as to protect individual’s privacy and confidentiality. This included storing these data on a secure Research Computing server and requiring each researcher working with the data to sign a confidentiality affidavit. Other parties may not access the data because it would violate the concession given by The Norwegian Data Protection Authority, and the confidentiality agreement with Statistics Norway. This prevents us from uploading the data to a public repository. <br> Researchers may apply to get access to such data, and the procedure one needs to follow is described at Statistics Norway’s webpage: <br> https://www.ssb.no/en/data-til-forskning/utlan-av-data-til-forskere<br>
DOI: 10.17632/sbrjf57sgj.1
title: A methodological approach to select a suitable Azodicarbonamide based airbag gas generant

description: Data for the ranking creation
DOI: 10.17632/dc97t6r54x.1
title: Interleukin-17 pathway inhibition with brodalumab in early systemic sclerosis: analysis of a single-arm, open-label, phase 1 trial

description: Systemic sclerosis (SSc) is an autoimmune disease that causes fibrosis of the skin and internal organs. Despite several studies reporting the role of interleukin-17 (IL-17) in SSc, no consensus exists regarding the role of the IL-17 pathway in SSc pathogenesis and progression. We hypothesize a possible relationship between the activated IL-17 pathway and the pathogenesis of SSc; therefore, this single-center trial assessed the pharmacokinetics, safety, and efficacy of multiple subcutaneous injections of the commonly used dosage of brodalumab, a fully human anti–IL-17 receptor A (IL-17RA) monoclonal antibody, in Japanese patients with SSc. To the best of our knowledge, this is the first study assessing the effect of IL-17RA inhibition with brodalumab on human fibrotic lesions in patients with early diffuse cutaneous SSc with moderate-to-severe skin thickening. Eight patients with early SSc involving moderate-to-severe and progressive skin thickening were enrolled. All patients had diffuse cutaneous SSc and met the ACR/EULAR classification criteria for SSc. Seven of the eight patients were women. All patients were treated with brodalumab. Brodalumab demonstrated a greater than expected rapid and significant reduction in the modified Rodnan Skin Score (mRSS), which decreased rapidly at week 4 and was sustained over 52 weeks. A reduction in dermal thickness in the lesional skin was observed consistently with changes in mRSS. In four of the eight patients with finger digital ulcers at baseline, a decrease in the mean number of digital ulcers from baseline was observed at weeks 24 and 52. No changes were observed in the measures of respiratory function assessed by spirometry. In this trial, brodalumab induced a regulatory T-cell (Treg)–dominant Treg/T helper 17 (Th17) balance, decreased the number of immunoglobulin G+ class–switched memory B cells and plasmablasts, and increased the number of transitional B cells compared with those at baseline. In summary, all patients had a decrease in mRSS that exceeded the minimal clinically important difference, together with a reduction in dermal thickness. This rapid, sustained, and significantly high efficacy of brodalumab in reducing fibrotic lesions in SSc could be attributed to its direct effects on fibroblasts and indirect effects by altering B-cell and T-cell subsets. Brodalumab also ameliorated clinical symptoms without any serious treatment emergent adverse events. These results suggest that brodalumab may represent a new treatment drug for patients with SSc, and it is currently being evaluated in a double-blind, placebo-controlled phase 3 trial with a larger sample size.
DOI: 10.17632/w733gsdcsc.1
title: FeS2viv_Ma_etal_2023

description: Data for "Mechanism and kinetics of vivianite formation from mackinawite"
DOI: 10.17632/jwbyv3bng4.1
title: Datasets of "Association mapping for image-based root traits in tropical maize under water stress in semi-arid regions"

description: Water stress is the factor that most negatively impacts agricultural production. In this context, root system traits, such as length, surface area, volume, and mass, are paramount in water deficit studies, as they play a central role in plant growth, allocation, and acquisition of soil resources. However, the plant evaluation for them and under water stress is very difficult. Therefore, an alternative has been to obtain surrogate variables from image processing.  Moreover, identifying genomic regions or genes associated with the expression of the root system under water deficit may allow breeding programs to outline more effective strategies for obtaining efficient genotypes. Hence, a public diversity panel composed of 360 inbred maize lines was evaluated via image-based root traits at phenological stage V6 (six expanded leaves) under well-water (WW) and water-stress (WS) conditions. Then, genetic association analyses (GWAS) were conducted for each image-based trait in WW and WS using the Fixed and Random Model Circulating Probability Unification (FarmCPU) method. A total of 23 markers were identified in association with all the traits in the two water supply conditions, 12 only in WW, four associated with traits in WW and WS, and seven exclusives to WS. All those genomic regions are associated with physiological mechanisms and molecular responses related to water deficit tolerance that can be explored in subsequent studies and by breeding programs to obtain more resilient genotypes for this condition. Furthermore, image-based features are a valuable tool to dissect root traits in WS conditions.'
Here you can find all the data and scripts used to perform this study.
DOI: 10.34992/cgzt-5n02
title: Arctic Sea Ice Phenology in CMIP6
DOI: 10.17632/myjky5f6f5.1
title: NSRL experimental neutron yields from GCR-like ions incident on dual thick targets

description: This repository contains all experimental neutron results from the dual-thick-target experiments conducted at NSRL in 2016 and 2017. These text files are from the final official data repository for this experiment.

The experiment is described here: https://trace.tennessee.edu/utk_nuclpubs/7/

The full analysis procedures for characterizing the neutrons are comprehensively discussed in the dissertation by Hunter N. Ratliff linked below.
https://trace.tennessee.edu/utk_graddiss/5323/

Two additional papers in preparation (and hopefully published as of your reading this) provide a higher-level overview of the analyses and are entitled:

1) "Double-differential primary target neutron yields from dual-thick-target proton and heavy ion accelerator experiments"
2) "Development of scalable deconvolution methods for determining secondary target neutron yields from dual-thick-target cosmic-ray ion accelerator experiments"

and are authored by:
H.N. Ratliff, N.A. McGirl, M.R. Beach, L.A. Castellanos, M.S. Clowdsley, L.H. Heilbronn, C. La Tessa, J.W. Norbury, A. Rusek, M. Sivertz, A.P. Srikrishna, H. Wang, and C. Zeitlin


Data for neutrons from the primary target characterized with time-of-flight techniques are in the folder called "primary-target-neutrons" while the data for neutrons from the secondary target characterized with a detector response-based deconvolution methodology are in the "secondary-target-neutrons" folder.

The "supplemental_information" folder contains a visual aid showing the design of the experiment, a table stating the stopping location of each beam, and a table containing the experimental schedule for when each beam+target combination was tested.


In the data folder, each filename is composed of 7 components separated by underscores:
1) experiment date (see experiment_schedule_table.pdf)
2) beam (species and energy divided by 100)
3) primary target (material and mass thickness)
4) detector type (all OLS in this repository)
5) detector angle
6) particle type (N=primary target neutron, NDC=secondary target neutron)
7) repository internal version number

The header in the top portion of each file fully details all of this information too.

For the secondary target results, the "Additional Notes:" line was not properly updated and incorrectly indicates that the results are preliminary.  This is false. The results included in this repository are final.  The statement about the midpoints being arbitrarily assigned and being log-spaced midpoints is correct though.
The Google Drive document mentioned was an internal document which is not made available as its explanations are superseded by official publications explaining the analyses and data.
DOI: 10.17632/vpx8mhgwdb.1
title: Comparing Efficacy of Dry Needling and Myofascial Release on Pain Pressure Sensitivity, Mobility, Impairment and Health Related Quality of life in patients with Tension-type Headache.

description: This randomized clinical study aims to compare efficacy of two interventions Dry needling and Myofascial release. Patient age between 20-40 years are recruited. Outcome measures used are Visual analogue Scale (VAS), Digital Algometer and two questionnaires (HDI and HIT-6). Total Intervention period is of 2 weeks and each intervention is given for 3 days in a week for consecutive 2 weeks.
DOI: 10.5281/zenodo.7760325
title: amazona_rhodocorytha_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.5281/zenodo.7760324
title: amazona_rhodocorytha_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.7284/149738
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise PE22-14 using a Hawaii UHDAS instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/149736
title: CTD (Conductivity, Temperature, Depth) data collected during research cruise PE22-14 using a SeaBird SBE-911+ instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/149739
title: Fluorometer data collected during research cruise PE22-14 using a WETLabs ECO-FL instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/149737
title: GNSS (Global Navigation Satellite System) data collected during research cruise PE22-14 using a Ashtech ADU800 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/149740
title: Gyrocompass data collected during research cruise PE22-14 using a Sperry NAVIGAT X MK 1 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/149735
title: Transmissometer data collected during research cruise PE22-14 using a WETLabs C-Star instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.17632/vhj7cg9y68.1
title: Photo Archive of In Situ Benthic Imagery from the St. Anns Bank Marine Protected Area

description: St. Anns Bank is an exceptional habitat that has many ecologically and biologically significant features. It has the highest annual sea surface temperature range on the Scotian Shelf, and provides important habitat for commercial and non-commercial species, such as Atlantic cod, redfish, white hake, witch flounder, and a variety of sponges, corals and sea pens. Scientific surveys have recorded more than 100 species and a wide variety of habitat types. In addition, St. Anns Bank is part of an important migration corridor for fish and marine mammals, including whales, moving in and out of the Gulf of St. Lawrence and St. Lawrence Estuary. For these reasons, a 4,364 km<sup>2</sup> area encompassing St. Anns Bank was designated as a Marine Protected Area by Fisheries and Oceans Canada in June 2017 (https://www.dfo-mpo.gc.ca/oceans/mpa-zpm/stanns-sainteanne/index-eng.html).

The conservation objectives for the MPA are:
•	Conserve and protect all major benthic, demersal (i.e., close to the sea floor) and pelagic (i.e., in the water column) habitats within the MPA, along with their associated physical, chemical, geological and biological properties and processes;
•	Conserve and protect marine areas of high biodiversity at the community, species, population and genetic levels within the MPA; and
•	Conserve and protect biological productivity across all trophic levels so that they are able to fulfill their ecological role in the ecosystems of the MPA.

Here we provide benthic imagery (566 photos) collected from two research cruises conducted by Fisheries and Oceans Canada in 2009 and 2015, prior to the establishment of the MPA. The images can be used in future to monitor the effectiveness of the MPA and were obtained from drop camera systems. In 2009, two photo transects were obtained from the 4KCam (Geological Survey of Canada) and two photo transects from Campod (Fisheries and Oceans Canada). In 2015, five photo transects were conducted with the 4KCam. The 4KCam houses a Canon Rebel EosTi 12 megapixel camera triggered automatically when the system touches the seafloor. Campod is an instrumented tri-pod equipped with a downward-facing Nikon D300 12 megapixel camera. Technical details for both camera systems can be found in Korabik et al. (2021): https://publications.gc.ca/collections/collection_2021/mpo-dfo/Fs97-6-3430-eng.pdf
DOI: 10.6084/m9.figshare.22236847
title: Data for "Dear neighbor: trees with extrafloral nectaries facilitate defense and growth of adjacent undefended trees"

description: This dataset contains the raw data for the article "Dear neighbor: trees with extrafloral nectaries facilitate defense and growth of adjacent undefended trees". There are two data files, one with tree census data (data_census), one with the detailed data on arthropods and traits for the sampled trees (data_per_tree). Each file contains a spreadsheet with 'column_explanation' to specify all entries in the data.
DOI: 10.17632/62xpjw8jph.1
title: NaOH Viscosity and Density Data at 623-973 K

description: Raw data of viscosity and density measurements of molten NaOH at 623-973 K.
DOI: 10.17632/vhj7cg9y68.2
title: Photo/Video Archive of In Situ Benthic Imagery from the St. Anns Bank Marine Protected Area

description: St. Anns Bank is an exceptional habitat that has many ecologically and biologically significant features. It has the highest annual sea surface temperature range on the Scotian Shelf, and provides important habitat for commercial and non-commercial species, such as Atlantic cod, redfish, white hake, witch flounder, and a variety of sponges, corals and sea pens. Scientific surveys have recorded more than 100 species and a wide variety of habitat types. In addition, St. Anns Bank is part of an important migration corridor for fish and marine mammals, including whales, moving in and out of the Gulf of St. Lawrence and St. Lawrence Estuary. For these reasons, a 4,364 km2  area encompassing St. Anns Bank was designated as a Marine Protected Area by Fisheries and Oceans Canada in June 2017 (https://www.dfo-mpo.gc.ca/oceans/mpa-zpm/stanns-sainteanne/index-eng.html).

The conservation objectives for the MPA are:
•	Conserve and protect all major benthic, demersal (i.e., close to the sea floor) and pelagic (i.e., in the water column) habitats within the MPA, along with their associated physical, chemical, geological and biological properties and processes;
•	Conserve and protect marine areas of high biodiversity at the community, species, population and genetic levels within the MPA; and
•	Conserve and protect biological productivity across all trophic levels so that they are able to fulfill their ecological role in the ecosystems of the MPA.

Here we provide benthic imagery (566 photos, 2 video transects) collected from two research cruises conducted by Fisheries and Oceans Canada in 2009 and 2015, prior to the establishment of the MPA. The imagery can be used in future to monitor the effectiveness of the MPA and were obtained from drop camera systems. In 2009, two photo transects were obtained from the 4KCam (Geological Survey of Canada) and two photo transects from Campod (Fisheries and Oceans Canada). The Campod transects also had associated forward and downward facing video. In 2015, five photo transects were conducted with the 4KCam. The 4KCam houses a Canon Rebel EosTi 12 megapixel camera triggered automatically when the system touches the seafloor. Campod is an instrumented tri-pod equipped with a downward-facing Nikon D300 12 megapixel camera. Technical details for both camera systems can be found in Korabik et al. (2021): https://publications.gc.ca/collections/collection_2021/mpo-dfo/Fs97-6-3430-eng.pdf .
DOI: 10.34992/733s-zs34
title: AAFC Watersheds Project: 2013
DOI: 10.4121/22294423.v1
title: Data underlying the publication: Maximizing wind farm power output with the helix approach – experimental validation and wake analysis using tomographic PIV

description: This data set contains phase-averaged measurements of a scaled model wind turbine wake, acquired using tomographic piv. Three control settings of the turbine were compared: normal operation (baseline), the clockwise helix approach, and the counter-clockwise helix approach. Measurements of the upstream and downstream turbine are included as well.
DOI: 10.5281/zenodo.7755717
title: RISE-UNIBAS/rheinschifffahrt-showcase: Version 0.3.0

description: Release for archiving on Zenodo.
DOI: 10.5281/zenodo.7756989
title: RISE-UNIBAS/rheinschifffahrt-showcase

description: Sample data set exemplifying an idealized data processing pipeline in the Social Sciences and Humanities using Tropy to structure and index digitized items; Transkribus to segment and transcribe; Python, R and OpenRefine to extract named entities; Omeka S to present results.
description: If you use this dataset, please cite it as below.
DOI: 10.5281/zenodo.7755716
title: RISE-UNIBAS/rheinschifffahrt-showcase

description: Sample data set exemplifying an idealized data processing pipeline in the Social Sciences and Humanities using Tropy to structure and index digitized items; Transkribus to segment and transcribe; Python, R and OpenRefine to extract named entities; Omeka S to present results.
description: If you use this dataset, please cite it as below.