cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp/0wbdso
title: Survey of Innovation and Business Strategy 2007-2009: Production Performance Management Table 54 [Canada] [Excel]

description: SIBS provides statistical information on strategic decisions, innovation activities and operational tactics used by Canadian enterprises. The survey also collects information on enterprise involvement in global value chains. The data was collected from January 2007 - December 2009. The questions address the following themes: Business strategies and monitoring Enterprise structure Operational activities Relocation of business activities Sales activities Business practices and relationships with suppliers Advanced technology use Product / process / marketing / organizational innovations Production performance management Human resources management Main product and market structure Government support programs Obstacles to innovation
DOI: 10.5683/sp/qlgl2z
title: Survey of Innovation and Business Strategy 2007-2009: Product / Process / Marketing / Organizational Innovations Table 52 [Canada] [Excel]

description: SIBS provides statistical information on strategic decisions, innovation activities and operational tactics used by Canadian enterprises. The survey also collects information on enterprise involvement in global value chains. The data was collected from January 2007 - December 2009. The questions address the following themes: Business strategies and monitoring Enterprise structure Operational activities Relocation of business activities Sales activities Business practices and relationships with suppliers Advanced technology use Product / process / marketing / organizational innovations Production performance management Human resources management Main product and market structure Government support programs Obstacles to innovation
DOI: 10.5683/sp/zhy4xe
title: Survey of Innovation and Business Strategy 2007-2009: Product / Process / Marketing / Organizational Innovations Table 46 [Canada] [Excel]

description: SIBS provides statistical information on strategic decisions, innovation activities and operational tactics used by Canadian enterprises. The survey also collects information on enterprise involvement in global value chains. The data was collected from January 2007 - December 2009. The questions address the following themes: Business strategies and monitoring Enterprise structure Operational activities Relocation of business activities Sales activities Business practices and relationships with suppliers Advanced technology use Product / process / marketing / organizational innovations Production performance management Human resources management Main product and market structure Government support programs Obstacles to innovation
DOI: 10.5683/sp/o5r5ty
title: Survey of Innovation and Business Strategy 2007-2009: Operational Activities Table 15 [Canada] [Excel]

description: SIBS provides statistical information on strategic decisions, innovation activities and operational tactics used by Canadian enterprises. The survey also collects information on enterprise involvement in global value chains. The data was collected from January 2007 - December 2009. The questions address the following themes: Business strategies and monitoring Enterprise structure Operational activities Relocation of business activities Sales activities Business practices and relationships with suppliers Advanced technology use Product / process / marketing / organizational innovations Production performance management Human resources management Main product and market structure Government support programs Obstacles to innovation
DOI: 10.5683/sp/mgftve
title: Survey of Innovation and Business Strategy 2007-2009: Product / Process / Marketing / Organizational Innovations Table 50 [Canada] [Excel]

description: SIBS provides statistical information on strategic decisions, innovation activities and operational tactics used by Canadian enterprises. The survey also collects information on enterprise involvement in global value chains. The data was collected from January 2007 - December 2009. The questions address the following themes: Business strategies and monitoring Enterprise structure Operational activities Relocation of business activities Sales activities Business practices and relationships with suppliers Advanced technology use Product / process / marketing / organizational innovations Production performance management Human resources management Main product and market structure Government support programs Obstacles to innovation
DOI: 10.25952/80d9-js12
title: The Rice Marketing Act 1983 (NSW) – Reform or Repeal.

description: This dataset comprises two interview transcripts from interviews conducted in 2022 with two stakeholders in the New South Wales (NSW) rice industry. The interviews canvassed issues around the marketing of rice in NSW regarding the industry's statutory marketing arrangement (SMA) – the last such scheme in Australia.
description: This data can only be accessed with permission of the named researchers, in accordance with UNE Human Research Ethics Committee conditions on confidentiality of research participants.
description: This data can only be accessed with permission of the named researchers, in accordance with UNE Human Research Ethics Committee conditions on confidentiality of research participants.
DOI: 10.6084/m9.figshare.23890434
title: Improved high-quality reference genome and supplementary results for red drum (Sciaenops ocellatus)

description: Red drum (<i>Sciaenops ocellatus</i>) is among the most important artificially introduced farmed fish across 11 countries and regions. However, the frequent occurrence of extreme weather events and breeding escapes have placed great pressure on local marine biodiversity and ecosystems. A complete and accurate reference genome and annotation would provide fundamental resources for functional genomics and environmental adaptation genetics assessment.
DOI: 10.6084/m9.figshare.23890434.v2
title: Improved high-quality reference genome and supplementary results for red drum (Sciaenops ocellatus)

description: Red drum (<i>Sciaenops ocellatus</i>) is among the most important artificially introduced farmed fish across 11 countries and regions. However, the frequent occurrence of extreme weather events and breeding escapes have placed great pressure on local marine biodiversity and ecosystems. A complete and accurate reference genome and annotation would provide fundamental resources for functional genomics and environmental adaptation genetics assessment.
DOI: 10.6084/m9.figshare.23890434.v1
title: Improved high-quality reference genome of red drum (<i>Sciaenops ocellatus</i>)

description: Red drum (<i>Sciaenops ocellatus</i>) is among the most important artificially introduced farmed fish across 11 countries and regions. However, the frequent occurrence of extreme weather events and breeding escapes have placed great pressure on local marine biodiversity and ecosystems. A complete and accurate reference genome and annotation would provide fundamental resources for functional genomics and environmental adaptation genetics assessment.
DOI: 10.6084/m9.figshare.24217047
title: Sviridis_v0.2_Matrix_numreads.txt

description: Salmon resulted matrix of NumReads file format with Setaria viridis RNA-Seq information. Input array to be rounded and generate integer matrix to be normalized.
DOI: 10.6084/m9.figshare.24217047.v1
title: Sviridis_v0.2_Matrix_numreads.txt

description: Salmon resulted matrix of NumReads file format with Setaria viridis RNA-Seq information. Input array to be rounded and generate integer matrix to be normalized.
DOI: 10.5281/zenodo.8385578
title: D-LONG

description: d-LONG
DOI: 10.5281/zenodo.8385577
title: D-LONG

description: d-LONG
DOI: 10.34740/kaggle/dsv/6566515
title: WallStreetBets 2022
DOI: 10.6084/m9.figshare.24217158
title: Sviridis_v0.2_integer.txt

description: Matriz with integer values rounded from NumReads Matrix and non-expressed genes (rows) removed
DOI: 10.6084/m9.figshare.24217158.v1
title: Sviridis_v0.2_integer.txt

description: Matriz with integer values rounded from NumReads Matrix and non-expressed genes (rows) removed
DOI: 10.5281/zenodo.8384188
title: Automated Generation of Complex Bugs in the Machine Learning Era

description: Datasets and artifacts.
DOI: 10.5281/zenodo.8384187
title: Automated Generation of Complex Bugs in the Machine Learning Era

description: Datasets and artifacts.
DOI: 10.6084/m9.figshare.23348477
title: Mortimer et al. Reconnaissance basement geology and tectonics of North Zealandia. Supplemental Files 1-8.

description: Supplemental Files associated with a manuscript submitted to Tectonics, June 2023
DOI: 10.6084/m9.figshare.23348477.v1
title: Mortimer et al. Reconnaissance basement geology and tectonics of North Zealandia. Supplemental Files 1-8.

description: Supplemental Files associated with a manuscript submitted to Tectonics, June 2023
DOI: 10.6084/m9.figshare.24217164
title: An Empirical Study of API Misuses of Data-Centric Libraries

description: FSE 2024 - Paper ID 357 public data set
DOI: 10.6084/m9.figshare.24217164.v1
title: An Empirical Study of API Misuses of Data-Centric Libraries

description: FSE 2024 - Paper ID 357 public data set
DOI: 10.25919/fw6v-vj69
title: Parkes observations for project P885 semester 2023APRS_14

description: We request a continued modest monitoring cadence of once every 10 days for two radio magnetars, to track their rotation, flux density, and polarisation. 1E 1547.0-5408 has just suffered a 'hiccup' in radiative properties as well as in its rotation, and the near-term response to this event remains unclear. Swift J1818.0-1607 remains quite dynamic, and the unique UWL capabilities promise new opportunities to probe still mysterious radio emission mechanisms in magnetars. We will observe XTE J1810-197 and PSR J1622-4950, which has just ceased emission, less frequently. The overall request is 18 hours.
DOI: 10.5281/zenodo.8388234
title: White privilege supplementary material

description: Dataset and stata do file
DOI: 10.5281/zenodo.8388233
title: White privilege supplementary material

description: Dataset and stata do file
DOI: 10.5281/zenodo.6979723
title: Model files for"Impact of Horizontal Resolution (Submesoscale Permitting vs Mesoscale Resolving) on Ocean Dynamic Features in the South China Sea "

description: These four files are the model configurations as well as model grids for the SP and MR model mentiond in the manuscript titled with "Impact of Horizontal Resolution (Submesoscale Permitting vs Mesoscale Resolving) on Ocean Dynamic Features in the South China Sea", which would be potentially published in the Journal of Earth and Space Science. With the model grids and publicly available forcing field data introduced in the MS, it is easy to generate model input files. Finally, with the configuration files (e.g., .h, .in ), one can easily reproduce all the model results.
DOI: 10.5281/zenodo.6979724
title: Model files for"Impact of Horizontal Resolution (Submesoscale Permitting vs Mesoscale Resolving) on Ocean Dynamic Features in the South China Sea "

description: These four files are the model configurations as well as model grids for the SP and MR model mentiond in the manuscript titled with "Impact of Horizontal Resolution (Submesoscale Permitting vs Mesoscale Resolving) on Ocean Dynamic Features in the South China Sea", which would be potentially published in the Journal of Earth and Space Science. With the model grids and publicly available forcing field data introduced in the MS, it is easy to generate model input files. Finally, with the configuration files (e.g., .h, .in ), one can easily reproduce all the model results.
DOI: 10.5281/zenodo.8388313
title: Model files for"Impact of Horizontal Resolution (Submesoscale Permitting vs Mesoscale Resolving) on Ocean Dynamic Features in the South China Sea "

description: These four files are the model configurations as well as model grids for the SP and MR model mentiond in the manuscript titled with "Impact of Horizontal Resolution (Submesoscale Permitting vs Mesoscale Resolving) on Ocean Dynamic Features in the South China Sea", which would be potentially published in the Journal of Earth and Space Science. With the model grids and publicly available forcing field data introduced in the MS, it is easy to generate model input files. Finally, with the configuration files (e.g., .h, .in ), one can easily reproduce all the model results.
DOI: 10.13139/ornlnccs/2001412
title: A Co-Registered In-Situ and Ex-Situ Dataset from an Electron Beam Powder Bed Fusion Additive Manufacturing Process (Peregrine v2023-09)

description: This release contains a co-registered in-situ and ex-situ Peregrine dataset from a single Arcam Q10 Electron Beam Powder Bed Fusion (EB-PBF) Inconel 738 build. These data were collected at the Manufacturing Demonstration Facility (MDF) located at Oak Ridge National Laboratory (ORNL). The dataset includes layer-wise Near Infrared (NIR) in-situ imaging data, in-situ temporal sensor data, ex-situ X-Ray Computed Tomography (X-CT) scans, and the target part geometries. Additionally, anomaly detections produced by a trained Dynamic Segmentation Convolutional Neural Network (DSCNN) are provided. To download the dataset: (1) Create a Globus account. (2) Create a Globus Endpoint on your computer. You may need to create an exception for Globus in your antivirus software so that it can create an Endpoint. (3) Transfer the dataset from the OLCF DOI-DOWNLOADS Collection to your Collection. Be sure to confirm that the transfer is going from OLCF DOI-DOWNLOADS to your Collection. (4) Sometimes users will need to manually create a Globus access directory (where the data will be downloaded) by going to the Preferences &gt; Access tab before the download will begin.
DOI: 10.13139/ornlnccs/2001425
title: A Co-Registered In-Situ and Ex-Situ Tensile Properties Dataset from a Laser Powder Bed Fusion Additive Manufacturing Process (Peregrine v2023-11)

description: This release contains a co-registered in-situ and ex-situ Peregrine dataset from five Concept Laser M2 Laser Powder Bed Fusion (L-PBF) stainless steel 316L builds containing 6,299 SS-J3 individually tracked tensile coupons. These data were collected at the Manufacturing Demonstration Facility (MDF) located at Oak Ridge National Laboratory (ORNL). The dataset includes layer-wise visible-light in-situ imaging data, the laser scan paths and parameters, in-situ temporal sensor data, room-temperature static tensile test results, and the target part geometries. Additionally, anomaly detections produced by a modified Dynamic Segmentation Convolutional Neural Network (DSCNN) are provided. To download the dataset: (1) Create a Globus account. (2) Create a Globus Endpoint on your computer. You may need to create an exception for Globus in your antivirus software so that it can create an Endpoint. (3) Transfer the dataset from the OLCF DOI-DOWNLOADS Collection to your Collection. Be sure to confirm that the transfer is going from OLCF DOI-DOWNLOADS to your Collection. (4) Sometimes users will need to manually create a Globus access directory (where the data will be downloaded) by going to the Preferences &gt; Access tab before the download will begin.
DOI: 10.21947/2001445
title: Radar Wind Profiler at McKinleyville, CA

description: These data are collected as part of an observational database developed to support the floating offshore wind energy research under the ORACLE project funded by DOE Wind Energy Technologies Office (WETO). The radar wind profiler network data are collected by NOAA (https://psl.noaa.gov/data/obs/datadisplay), and only data within the state of California are part of the database.
DOI: 10.21947/2001446
title: Pacific Coast High-Frequency Radar 2 km

description: High frequency (HF) radar systems measure the speed and direction of ocean surface currents in near real time provided by Integrated Ocean Observing System (IOOS). The HFR data along the Pacific Coast are at a spatial resolution of 2 km. These data are collected as part of an observational database developed to support the floating offshore wind energy research within the ORACLE project funded by DOE WETO.
DOI: 10.5281/zenodo.8388329
title: In situ observational data for "Typhoon-associated short-term marine heat waves in the northern South China Sea coastal waters"

description: The in situ observational data for "Typhoon-associated short-term marine heat waves in the northern South China Sea coastal waters", which will be submitted to the Journal of GRL
DOI: 10.5281/zenodo.8388328
title: In situ observational data for "Typhoon-associated short-term marine heat waves in the northern South China Sea coastal waters"

description: The in situ observational data for "Typhoon-associated short-term marine heat waves in the northern South China Sea coastal waters", which will be submitted to the Journal of GRL
DOI: 10.6084/m9.figshare.24040563
title: <b>BigDataAD Benchmark Dataset</b>

description: The largest real-world dataset for multivariate time series anomaly detection (MTSAD) from the AIOps system of a Real-Time Data Warehouse (RTDW) from a top cloud computing company. All the metrics and labels in our dataset are derived from real-world scenarios. All metrics were obtained from the RTDW instance monitoring system and cover a rich variety of metric types, including <b>CPU usage, queries per second (QPS) and latency</b>, which are related to many important modules within RTDW AIOps Dataset. We obtain labels from the ticket system, which integrates three main sources of instance anomalies: user service requests, instance unavailability and fault simulations . User service requests refer to tickets that are submitted directly by users, whereas instance unavailability is typically detected through existing monitoring tools or discovered by Site Reliability Engineers (SREs). Since the system is usually very stable, we augment the anomaly samples by conducting fault simulations. Fault simulation refers to a special type of anomaly, planned beforehand, which is introduced to the system to test its performance under extreme conditions. All records in the ticket system are subject to follow-up processing by engineers, who meticulously mark the start and end times of each ticket. This rigorous approach ensures the accuracy of the labels in our dataset.
DOI: 10.15121/2005173
title: Utah FORGE 5-2557: Fluid and Temperature in Fracture Mechanics and Coupled THMC Processes - Workshop Presentation

description: This is a presentation on the Role of Fluid and Temperature in Fracture Mechanics and Coupled Thermo-Hydro-Mechanical-Chemical (THMC) Processes for Enhanced Geothermal Systems project by Purdue University, presented by Distinguished Professor of Physics & Astronomy, Laura J. Pyrak-Nolte. The project's objective was to develop and validate a macroscopic model that accounts for local deformation/frictional behavior, seismic/aseismic behavior, chemical reactions, and determine the adequacy of classic Coulomb failure vs. rate-and-state friction. This presentation was featured in the Utah FORGE R&D Annual Workshop on September 8, 2023. The workshop provided a valuable opportunity to explore the progress made in each of the 17 Research and Development projects funded under Solicitation 2020-1 which aim to enhance our understanding of the crucial factors influencing the development of Enhanced Geothermal Systems (EGS) reservoirs and resources.
DOI: 10.25584/oracle/2005178
title: Observationally driven Resource Assessment with CoupLEd models (ORACLE)

description: This project seeks to carry out a multifaceted analysis combining buoy observations, machine learning, turbulence, satellite data and high-resolution modeling. Our analyses will investigate air–sea interaction physics governing the variation of the winds with height and influence of clouds, uncertainty in coupled ocean-wave-atmosphere mesoscale models to capture certain key atmospheric phenomenon observed over the U.S. West Coast, impact of climate change, and the fidelity with which resource characterization models describe the range of observed offshore wind conditions. This project will focus its efforts on characterizing and assessing the atmospheric and oceanographic conditions along the U.S. West Coast.
DOI: 10.6084/m9.figshare.24217218
title: Data Analysis

description: The statistical report from SPSS (HTML)
DOI: 10.6084/m9.figshare.24217218.v1
title: Data Analysis

description: The statistical report from SPSS (HTML)
DOI: 10.15473/2006434
title: CFD Data on a Vertical Axis Wave Turbine

description: In this study January to July, 2023, different variations of the original geometry of a vertical-axis wave turbine (VAWT) were generated and evaluated for hydrodynamic power efficiency using computational fluid dynamics (CFD). The key geometrical parameters considered in this parametric study included the chord length of the rotor blades and the horizontal semi-axis length. The immersion depth of the rotor was also examined as a key deployment parameter for the wave turbine. The CFD simulation results revealed that a medium chord length of the blade (i.e., the same as that of the baseline design) and a shorter horizontal semi-axis for the guide curve of the blade than that of the baseline design resulted in higher hydrodynamic power to extract. With the most efficient turbine rotor geometry identified in this study, a deployment depth that could assure full submergence of the rotor in waves but as close to the free surface as possible led to a higher hydrodynamic power. These findings revealed a pathway for the improvement of the wave turbine energy efficiency.
DOI: 10.15121/2006458
title: Utah FORGE 5-2615: Thermo-poromechanical Response of Fractured Rock - Workshop Presentation

description: This is a presentation on the Experimental Determination and Modeling-Informed Analysis of Thermo-poromechanical Response of Fractured Rock for Application to Utah FORGE project by the University of Oklahoma, presented by Dr. Ahmad Ghassemi, McCasland Chair Prof. The project objective is to improve understanding and control of coupled thermo-poromechanical (or thermo-hydro-mechanical- TPM) processes in reservoir development, and to study any role in interpretations of the fracture closure. This presentation was featured in the Utah FORGE R&D Annual Workshop on September 8, 2023. The workshop provided a valuable opportunity to explore the progress made in each of the 17 Research and Development projects funded under Solicitation 2020-1 which aim to enhance our understanding of the crucial factors influencing the development of Enhanced Geothermal Systems (EGS) reservoirs and resources.
DOI: 10.25584/2006568
title: Data to Accompany: Expanding the access of wearable silicone wristbands in community-engaged research through best practices in data analysis and integration

description: Wearable silicone wristbands are a rapidly growing exposure assessment technology that offer researchers the ability to study previously inaccessible cohorts and have the potential to provide a more comprehensive picture of chemical exposure within diverse communities. However, there are no established best practices for analyzing the data within a study or across multiple studies, thereby limiting impact and access of these data for larger meta-analyses. We utilize data from three studies, from over 600 wristbands worn by participants in New York City and Eugene, Oregon, to present a first-of-its-kind manuscript detailing wristband data properties. We further discuss and provide concrete examples of key areas and considerations in common statistical modeling methods where best practices must be established to enable meta-analyses and integration of data from multiple studies. Finally, we detail important and challenging aspects of machine learning, meta-analysis, and data integration that researchers will face in order to extend beyond the limited scope of individual studies focused on specific populations.