cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6512438
title: A new methodology using borehole data to measure angular distances between geological interfaces - Input and processed data

description: This companion dataset relates to the manuscript "<strong>A new methodology using borehole data to measure angular distances between geological interfaces</strong>", by Michał P. Michalak<sup>a,b,</sup><sup>1</sup>, Paweł Marzec<sup>b,</sup><sup>2</sup>, Filip Turoboś<sup>c,</sup><sup>3</sup>, Paulina Leonowicz<sup>d,</sup><sup>4</sup>, Lesław Teper<sup>a,</sup><sup>5</sup>, Paweł Gładki<sup>e,</sup><sup>6</sup>, Michael J. Pyrcz<sup>f</sup><sup>,</sup><sup>7</sup>, Mariusz Szubert<sup>g,</sup><sup>8</sup> 1 Michał Michalak devised the project, wrote the manuscript, performed the computations and discussed the results. 2 Paweł Marzec conducted the geological interpretation and discussed the results. 3 Filip Turoboś conducted the statistical analysis. 4 Paulina Leonowicz prepared the chapter about stratigraphy. 5 Lesław Teper prepared the chapter about regional geology. 6 Paweł Gładki participated in the study conceptualisation (discussion about distance functions) 7 Michael Pyrcz discussed the applications of the method and revised the statistical section. 8 Mariusz Szubert was responsible for the data acquisition. The archive contains the input and processed data. The input data contains XYZ coordinates of points documenting the investigated interfaces. The output files contains calculated orientations and coordinates of vectors. The output files can be processed in RStudio.
DOI: 10.14279/depositonce-15559
title: BIM-Speed training dataset for HVAC detection using Deep Learning

description: Training dataset formed by two types of elements (for now) to be detected by the model using Deep Learning: Boiler and Radiator. Of the boiler type 107 images have been collected and of the radiator type 123 images. Although there are few images to get good training, it can be used as a first approximation and to evaluate the precision obtained with few training images. These images have been distributed in 80% of the images for the training phase and 20% for the test phase. All the images have the bounding box data for each element in the xml file with the same name. Additionally, 33 other images (not previously used) have been used for the validation of the tool.
DOI: 10.18112/openneuro.ds004119.v1.0.0
title: BCIT Basic Guard Duty
DOI: 10.6084/m9.figshare.19709485.v2
title: Data for positions within roosts

description: Here we provide the data collected in the field for each date and separate groups, which show which bats (pit tags) were positioned where within the roost. <br> The raw data shows all data collected, and the file position by group and date only provides the data for groups with a sufficient large number of samples and is organized by group and position.
DOI: 10.18112/openneuro.ds004118.v1.0.1
title: Calibration Driving
DOI: 10.6084/m9.figshare.19709485.v3
title: Data for positions within roosts

description: Here we provide the data collected in the field for each date and separate groups, which show which bats (pit tags) were positioned where within the roost. <br> The raw data shows all data collected, and the file position by group and date only provides the data for groups with a sufficient large number of samples and is organized by group and position. <br> We also provide the code and data needed for the Bayesian analysis and associated graphs.
DOI: 10.18112/openneuro.ds004105.v1.0.0
title: BCIT Auditory Cueing
DOI: 10.6073/pasta/371bb207c979eee8bf62fad5586ac511
title: MCR LTER: Coral Reef: Ocean Currents and Biogeochemistry: salinity, temperature and current at CTD and ADCP mooring FOR05 from 2005 ongoing

description: Moored and bottom mounted instrumentation (ADCP, CTD, thermistors, wave-tide meters) sampled year-round on the reef of Moorea Island, French Polynesia at site FOR05. Sampling began in 2005. All data have been interpolated onto a 20 min grid. ADCP data are orgainized into 1-meter bins, measured as height from the bottom, to a maximum of 20 bins. All bins may not be filled, and although post processing attempted to exclude data from bins 'above the surface', users need to exercise caution with the near surface bins. CTD parameters include Pressure, Temperature, Conductivity, Salinity and Density. The two moored CTD packages are located approximately 5 and 14 meters above the bottom, and there are up to 5 additional temperature thermistors spaced vertically along the mooring line and 2 bottom mounted thermistors in the vicinity of the mooring at 10 and 20 meter depth. A bottom mounted wave-tide meter provides a measure of significant wave height and dominant wave period at a 2 hour sampling interval. Tide related data may be calculated from bottom-mounted pressure sensor data. This material is based upon work supported by the U.S. National Science Foundation under Grant No. OCE 16-37396 (and earlier awards) as well as a generous gift from the Gordon and Betty Moore Foundation. Research was completed under permits issued by the French Polynesian Government (Délégation à la Recherche) and the Haut-commissariat de la République en Polynésie Francaise (DTRT) (Protocole d'Accueil 2005-2022). This work represents a contribution of the Moorea Coral Reef (MCR) LTER Site.
DOI: 10.6084/m9.figshare.19709512
title: Benchmarks for FJSP RMS-GA-M1.xlsx

description: These are two benchmarks for the paper entitled " <strong>Scheduling of flexible job-shop-type remanufacturing systems using enhanced genetic algorithm with a two-level float-number-based solution representation method</strong>".
DOI: 10.6073/pasta/276054adea70428074111409e8231305
title: Pond Cypress C-111 Basin, Everglades (FCE), South Florida Dendroisotope Data from 1970 to 2000

description: δ13C values were determined from cypress tree rings from two different study areas in South Florida. One site is located in the Southeastern Everglades Marsh, where pond cypress (Taxodium ascendens) was sampled from tree islands (annual tree rings from 1970 to 2000). Bald cypress (Taxodium distichum) trees were sampled at the other site, located along the Loxahatchee River in a coastal wetland (decadal tree rings from 1830 to 1990). The isotopic time series from both sites display different, location-specific information. The pond cypress isotopic time series has a positive correlation with the total amount of annual precipitation, while the bald cypress data from the Loxahatchee River study area had two different records dependent on the level of saltwater stress. In general, for terrestrial trees growing in a temperate environment, water stress causes an increase in water-use efficiency (WUE) resulting in a relative 13C enrichment. Yet, trees growing in wetland settings in some cases do not respond in the same manner. We propose a conceptual model based on changes in carbon assimilation and isotopic fractionation as controlled by differences in stomatal resistance (water stress) and mesophyll resistance (biochemical and nutrient related) to explain the isotopic records from both sites. With further work and a longer time series, our approach may be tested, and used to reconstruct change in hydroperiods further back in time, and potentially provide a baseline for wetland restoration.
DOI: 10.5281/zenodo.5645281
title: Data for "Unfolding the structural stability of nanoalloys via symmetry-constrained genetic algorithm and neural network potential"

description: <strong>PtNi_alloy_eam.db</strong> is the dataset (ase.db object) consisting of 55982 intially sampled Pt-Ni alloy structures with EAM energies and forces. <strong>PtNi_alloy_dft.db</strong> is the dataset (ase.db object) consisting of the final 6828 resampled Pt-Ni alloy structures with DFT energies and forces calculated by VASP. This is the training set for the NNP, and could be very useful for fitting other machine learning models. <strong>PtNi_nanoalloy_vertices_nnp.db</strong> is the dataset (ase.db object) consisting of all the vertices (stable structures) on the convex hulls obtained from NNP-based SCGA runs on 36 Pt-Ni nanoalloy systems. The energies are given by the NNP. Additional information such as mixing energy, motif and symmetry axis are also saved in the dataset and can be queried by the 'data' keyword. An xyz format trajectory of these stable structures is also uploaded. All the input files and scripts for hybrid MC-MD simulations, QBC resampling, DFT calculations, NNP training, NNP-based SCGA runs and convex hull analysis are provided in <strong>inputs_and_scripts.zip</strong>.
DOI: 10.5281/zenodo.5168691
title: Data for "Unfolding the structural stability of nanoalloys via symmetry-constrained genetic algorithm and neural network potential"

description: <strong>PtNi_alloy_eam.db</strong> is the dataset (ase.db object) consisting of 55982 intially sampled Pt-Ni alloy structures with EAM energies and forces. <strong>PtNi_alloy_dft.db</strong> is the dataset (ase.db object) consisting of the final 6828 resampled Pt-Ni alloy structures with DFT energies and forces calculated by VASP. This is the training set for the NNP, and could be very useful for fitting other machine learning models. <strong>PtNi_nanoalloy_vertices_nnp.db</strong> is the dataset (ase.db object) consisting of all the vertices (stable structures) on the convex hulls obtained from NNP-based SCGA runs on 36 Pt-Ni nanoalloy systems. The energies are given by the NNP. Additional information such as mixing energy, motif and symmetry axis are also saved in the dataset and can be queried by the 'data' keyword. An xyz format trajectory of these stable structures is also uploaded. All the input files and scripts for hybrid MC-MD simulations, QBC resampling, DFT calculations, NNP training, NNP-based SCGA runs and convex hull analysis are provided in <strong>inputs_and_scripts.zip</strong>.
DOI: 10.25345/c5s17sx27
title: MassIVE MSV000089419 - FERM BP-3421 pBS001 Heterologous Expression
title: Heterologous Expression of a PKS-NRPS-PUFA BGC from P. megapolitana in a Burkholderia host.
DOI: 10.5281/zenodo.6519235
title: Tutorial data: Ihanzu vocabulary elicitations

description: Modified versions of 3 Ihanzu vocabulary elicitation sessions by Andrew Harvey, originally uploaded to the Endangered Languages Archive: https://www.elararchive.org/uncategorized/SO_b2d485ec-c07e-4628-aa4a-e27e432cc35b/ https://www.elararchive.org/uncategorized/IO_22408ea3-c5c6-4233-a8e6-0ab7eef4a89d/ https://www.elararchive.org/uncategorized/IO_1dc2df03-6fbd-4656-8acc-f73de32b21b9/ Resampled to 16 kHz mono 16-bit PCM wav files for audio processing tutorial, downloadable from Zenodo via wget
DOI: 10.17632/5zxzmxw7jz.1
title: Dataset for "Hippocampal BDNF, but not inflammation, mediated anxiety-like behaviors induced by obesogenic diet withdrawal."

description: This data was used in the manuscript entitled "Hippocampal BDNF, but not inflammation, mediated anxiety-like behaviors induced by obesogenic diet withdrawal." submitted to publication. Until acceptance, only metadata will be available.
DOI: 10.17632/wxp929jykf.1
title: New multiproxy data obtained from the sedimentary fill of the Ría de Ferrol, NW Iberia

description: All the selected elemental datum from cores VC7, GC2X, GC2P and VC3 is available as supplementary data files (Supplementary S1 to S4). Those data summarise the geochemical evidence related to the changing marine/terrestrial influences recorded in each site cored. Raw data (counts) of pollen, non-pollen palynomorphs (NPP), and dinoflagellate cysts obtained in every section of sediment studied in cores VC7, GC2X, GC2P and VC3 are also available as supplementary data files (Supplementary S5 to S8). Other necessary data (sample weight, number of tablets added per sample, average of Lycopodium spores per tablet, and the exotic Lycopodium spores counts per sample) to calculate the absolute abundances and the Dinoflagellate cyst / Pollen ratios (D/P) in each sample are also reported.
DOI: 10.17632/kvtry9s4dw.2
title: Moderate Heart Rate Reduction Promotes Cardiac Regeneration through Stimulation of the Metabolic Pattern Switch

description: Dataset from manuscript: Jing Tan, Ming Yang, Weibin Cai. Moderate Heart Rate Reduction Promotes Cardiac Regeneration through Stimulation of the Metabolic Pattern Switch. Cell Reports, 2022.
DOI: 10.3886/e169661
title: SOPLAY-SN

description: Adaptation of systematic observation tool to include shade and nature interactions with physical activity.
DOI: 10.3886/e169661v1
title: SOPLAY-SN

description: Adaptation of systematic observation tool to include shade and nature interactions with physical activity.
DOI: 10.6084/m9.figshare.19701961
title: Transcriptome assembly of Centella asiatica

description: Transcriptome assembly of Centella asiatica using the raw data in NCBI (PRJNA642665). We using Trimmomatic v0.39 to filter the raw sequences (LEADING:20, TRAILING:20, SLIDINGWINDOW:4:20 MINLEN:50). And then, using RiboDetector v0.2.4 to remove rRNA sequences. After that, we<em> de novo</em> assembly the sequences using Trinity v2.13.2 software with k-mer 31, min_kmer_cov 2.
DOI: 10.6084/m9.figshare.19701961.v1
title: Transcriptome assembly of Centella asiatica

description: Transcriptome assembly of Centella asiatica using the raw data in NCBI (PRJNA642665). We using Trimmomatic v0.39 to filter the raw sequences (LEADING:20, TRAILING:20, SLIDINGWINDOW:4:20 MINLEN:50). And then, using RiboDetector v0.2.4 to remove rRNA sequences. After that, we<em> de novo</em> assembly the sequences using Trinity v2.13.2 software with k-mer 31, min_kmer_cov 2.
DOI: 10.6084/m9.figshare.17869097.v1
title: Phylogeography of Paramuricea: The role of depth and water mass in the evolution and distribution of deep-sea corals

description: Data accompanying paper in Frontiers of Marine Science
DOI: 10.6084/m9.figshare.17869097
title: Phylogeography of Paramuricea: The role of depth and water mass in the evolution and distribution of deep-sea corals

description: Data accompanying paper in Frontiers of Marine Science
DOI: 10.6084/m9.figshare.19709665.v1
title: Transcriptome assembly of Anthriscus sylvestris

description: Transcriptome assembly of Anthriscus sylvestris using the raw data in NCBI ( PRJNA671652). We using Trimmomatic v0.39 to filter the raw sequences (LEADING:20, TRAILING:20, SLIDINGWINDOW:4:20 MINLEN:50). And then, using RiboDetector v0.2.4 to remove rRNA sequences. After that, we<em> de novo</em> assembly the sequences using Trinity v2.13.2 software with k-mer 31, min_kmer_cov 2.
DOI: 10.6084/m9.figshare.19709665
title: Transcriptome assembly of Anthriscus sylvestris

description: Transcriptome assembly of Anthriscus sylvestris using the raw data in NCBI ( PRJNA671652). We using Trimmomatic v0.39 to filter the raw sequences (LEADING:20, TRAILING:20, SLIDINGWINDOW:4:20 MINLEN:50). And then, using RiboDetector v0.2.4 to remove rRNA sequences. After that, we<em> de novo</em> assembly the sequences using Trinity v2.13.2 software with k-mer 31, min_kmer_cov 2.
DOI: 10.6084/m9.figshare.19709677.v1
title: Transcriptome assembly of Saposhnikovia divaricate

description: Transcriptome assembly of Saposhnikovia divaricate using the raw data in NCBI (PRJNA381331, PRJNA345010). We using Trimmomatic v0.39 to filter the raw sequences (LEADING:20, TRAILING:20, SLIDINGWINDOW:4:20 MINLEN:50). And then, using RiboDetector v0.2.4 to remove rRNA sequences. After that, we<em> de novo</em> assembly the sequences using Trinity v2.13.2 software with k-mer 31, min_kmer_cov 2.
DOI: 10.6084/m9.figshare.19709677
title: Transcriptome assembly of Saposhnikovia divaricate

description: Transcriptome assembly of Saposhnikovia divaricate using the raw data in NCBI (PRJNA381331, PRJNA345010). We using Trimmomatic v0.39 to filter the raw sequences (LEADING:20, TRAILING:20, SLIDINGWINDOW:4:20 MINLEN:50). And then, using RiboDetector v0.2.4 to remove rRNA sequences. After that, we<em> de novo</em> assembly the sequences using Trinity v2.13.2 software with k-mer 31, min_kmer_cov 2.
DOI: 10.6084/m9.figshare.19709689
title: Materials and data for JGR manuscript

description: Figure and spreadsheet of extracted data.
DOI: 10.6084/m9.figshare.19709689.v1
title: Materials and data for JGR manuscript

description: Figure and spreadsheet of extracted data.
DOI: 10.6084/m9.figshare.19501972
title: 2022-JGR-Kuo

description: Raw mechanical data of WFSD-3
DOI: 10.6084/m9.figshare.19501972.v1
title: 2022-JGR-Kuo

description: Raw mechanical data of WFSD-3
DOI: 10.6084/m9.figshare.19664058
title: Data of Research on Adaptive Fuzzy Control Design Method Based on Six-joint Robots

description: Data of Research on Adaptive Fuzzy Control Design Method Based on Six-joint Robots
DOI: 10.6084/m9.figshare.19664058.v2
title: Data of Research on Adaptive Fuzzy Control Design Method Based on Six-joint Robots

description: Data of Research on Adaptive Fuzzy Control Design Method Based on Six-joint Robots
DOI: 10.6084/m9.figshare.19664058.v1
title: Data of Research on Adaptive Fuzzy Control Design Method Based on Six-joint Robots

description: Data of Research on Adaptive Fuzzy Control Design Method Based on Six-joint Robots
DOI: 10.34740/kaggle/dsv/3578119
title: Sneaker 899-Classification total-50,000-Images
DOI: 10.5281/zenodo.6461560
title: Model output supporting MimiBRICK v1.0

description: Model calibration output and model simulation output supporting the model calibration and analysis codes included in MimiBRICK v1.0.
DOI: 10.6084/m9.figshare.19709713
title: Data of microbial CUE.xlsx

description: Raw data about nitrogen effects on microbial carbon use efficiency
DOI: 10.6084/m9.figshare.19709713.v1
title: Data of microbial CUE.xlsx

description: Raw data about nitrogen effects on microbial carbon use efficiency
DOI: 10.6084/m9.figshare.19612983
title: Risk determination of spontaneous combustion in roof cutting gob-side entry retaining U + L ventilation goaf

description: <br> oftadaDynamic distribution and prevention of spontaneous combustion in roof cutting gob-side entry retaining goaf of the first mining face
DOI: 10.6084/m9.figshare.19612983.v3
title: Risk determination of spontaneous combustion in roof cutting gob-side entry retaining U + L ventilation goaf

description: <br> oftadaDynamic distribution and prevention of spontaneous combustion in roof cutting gob-side entry retaining goaf of the first mining face
DOI: 10.6084/m9.figshare.19612983.v2
title: Dynamic distribution and prevention of spontaneous combustion in roof cutting gob-side entry retaining goaf of the first mining face

description: <br> oftadaDynamic distribution and prevention of spontaneous combustion in roof cutting gob-side entry retaining goaf of the first mining face
DOI: 10.5281/zenodo.6514603
title: GPS data for COPEX campaign carried out in 2002 in Brazil by INPE (Campo Grande Station)

description: This repository provides the GPS data acquired in Campo Grande station during the Conjugate Point Equatorial Experiment (COPEX) campaign in 2002. In the folders it can be found the raw intensity data (FSL file) and also the summary files (SUM files), containing only with S4 index with time and satellite ID. More information about the campaign can be found in Muella et al (2008), Abdu et al (2009) and de Paula et al (2010). Information about the data recording format and reading extraction procedure of this dataset can be found in Appendix B of Beach (1998). More details regarding the receiver used and extraction tools can be found at: https://gps.ece.cornell.edu/tools.php Abdu, M. A., Batista, I. S., Reinisch, B. W., De Souza, J. R., Sobral, J. H. A., Pedersen, T. R., ... & Groves, K. M. (2009). Conjugate Point Equatorial Experiment (COPEX) campaign in Brazil: Electrodynamics highlights on spread F development conditions and day‐to‐day variability. Journal of Geophysical Research: Space Physics, 114(A4). Beach, T. L. (1998). Global Positioning System studies of equatorial scintillations. Cornell University. De Paula, E. R., Muella, M. T. A. H., Sobral, J. H. A., Abdu, M. A., Batista, I. S., Beach, T. L., & Groves, K. M. (2010). Magnetic conjugate point observations of kilometer and hundred‐meter scale irregularities and zonal drifts. Journal of Geophysical Research: Space Physics, 115(A8). Muella, M. T. A. H., De Paula, E. R., Kantor, I. J., Batista, I. S., Sobral, J. H. A., Abdu, M. A., ... & Smorigo, P. F. (2008). GPS L-band scintillations and ionospheric irregularity zonal drifts inferred at equatorial and low-latitude regions. Journal of Atmospheric and Solar-Terrestrial Physics, 70(10), 1261-1272.
description: GPS Data repository, part 3 of 3, acquired during the Conjugate Point Equatorial Experiment (COPEX) campaign in 2002. A campaign carried out by INPE (Instituto Nacional de Pesquisas Espaciais), Brazil. See also: DOI: 10.5281/zenodo.6514503 and 10.5281/zenodo.6514344
DOI: 10.5281/zenodo.6514602
title: GPS data for COPEX campaign carried out in 2002 in Brazil by INPE (Campo Grande Station)

description: This repository provides the GPS data acquired in Campo Grande station during the Conjugate Point Equatorial Experiment (COPEX) campaign in 2002. In the folders it can be found the raw intensity data (FSL file) and also the summary files (SUM files), containing only with S4 index with time and satellite ID. More information about the campaign can be found in Muella et al (2008), Abdu et al (2009) and de Paula et al (2010). Information about the data recording format and reading extraction procedure of this dataset can be found in Appendix B of Beach (1998). More details regarding the receiver used and extraction tools can be found at: https://gps.ece.cornell.edu/tools.php Abdu, M. A., Batista, I. S., Reinisch, B. W., De Souza, J. R., Sobral, J. H. A., Pedersen, T. R., ... & Groves, K. M. (2009). Conjugate Point Equatorial Experiment (COPEX) campaign in Brazil: Electrodynamics highlights on spread F development conditions and day‐to‐day variability. Journal of Geophysical Research: Space Physics, 114(A4). Beach, T. L. (1998). Global Positioning System studies of equatorial scintillations. Cornell University. De Paula, E. R., Muella, M. T. A. H., Sobral, J. H. A., Abdu, M. A., Batista, I. S., Beach, T. L., & Groves, K. M. (2010). Magnetic conjugate point observations of kilometer and hundred‐meter scale irregularities and zonal drifts. Journal of Geophysical Research: Space Physics, 115(A8). Muella, M. T. A. H., De Paula, E. R., Kantor, I. J., Batista, I. S., Sobral, J. H. A., Abdu, M. A., ... & Smorigo, P. F. (2008). GPS L-band scintillations and ionospheric irregularity zonal drifts inferred at equatorial and low-latitude regions. Journal of Atmospheric and Solar-Terrestrial Physics, 70(10), 1261-1272.
description: GPS Data repository, part 3 of 3, acquired during the Conjugate Point Equatorial Experiment (COPEX) campaign in 2002. A campaign carried out by INPE (Instituto Nacional de Pesquisas Espaciais), Brazil. See also: DOI: 10.5281/zenodo.6514503 and 10.5281/zenodo.6514344
DOI: 10.5281/zenodo.6328568
title: Dataset of crustal thickness (H) and Vp/Vs ratio (k) in central Tienshan

description: More details can be referred to the article "Cui Qinghui, Zhou Yuanze, Li Jiangtao, Song Xiaodong, Gao Yuan, Cui Ran. 2022. Crustal thickness (H) and Vp/Vs ratio (κ) images beneath the central Tien Shan revealed by the H-κ-c method. Tectonophysics. 822: 229157, doi:10.1016/j.tecto.2021.229157."
DOI: 10.5281/zenodo.6328567
title: Dataset of crustal thickness (H) and Vp/Vs ratio (k) in central Tienshan

description: More details can be referred to the article "Cui Qinghui, Zhou Yuanze, Li Jiangtao, Song Xiaodong, Gao Yuan, Cui Ran. 2022. Crustal thickness (H) and Vp/Vs ratio (κ) images beneath the central Tien Shan revealed by the H-κ-c method. Tectonophysics. 822: 229157, doi:10.1016/j.tecto.2021.229157."