cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5774088
title: Passenger kinematics and muscle responses from autonomous braking events from Olafsdottir et al. 2013

description: This data was extracted by the "authors" of this dataset from the publication Olafsdottir, J. M., Östh, J., Davidsson, J., & Brolin, K. (2013). Passenger kinematics and muscle responses in autonomous braking events with standard and reversible pre‐tensioned restraints. In Ircobi conference proceedings 2013, IRC-13-70, pp. 602-617; http://www.ircobi.org/wordpress/downloads/irc13/pdf_files/70.pdf within the OSCCAR project and made publicly available for future validations of active Human Body Models. If you use this data, please cite the original paper. To use the data, a generic model of the vehicle environment is also openly available: https://openvt.eu/osccar/precrash_seat_models/safer-ahbm_2-3
description: The original experiments were carried out at SAFER – Vehicle and Traffic Safety Centre at Chalmers, Gothenburg, Sweden and funded by VINNOVA – Swedish Governmental Agency for Innovation Systems through the FFI – Vehicle and Traffic Safety research programme.
description: {"references": ["Olafsdottir, J. M., \u00d6sth, J., Davidsson, J., & Brolin, K. (2013). Passenger kinematics and muscle responses in autonomous braking events with standard and reversible pre\u2010tensioned restraints. In Ircobi conference proceedings 2013 (No. IRC-13-70, pp. 602-617; http://www.ircobi.org/wordpress/downloads/irc13/pdf_files/70.pdf"]}
DOI: 10.5281/zenodo.5774087
title: Passenger kinematics and muscle responses from autonomous braking events from Olafsdottir et al. 2013

description: This data was extracted by the "authors" of this dataset from the publication Olafsdottir, J. M., Östh, J., Davidsson, J., & Brolin, K. (2013). Passenger kinematics and muscle responses in autonomous braking events with standard and reversible pre‐tensioned restraints. In Ircobi conference proceedings 2013, IRC-13-70, pp. 602-617; http://www.ircobi.org/wordpress/downloads/irc13/pdf_files/70.pdf within the OSCCAR project and made publicly available for future validations of active Human Body Models. If you use this data, please cite the original paper. To use the data, a generic model of the vehicle environment is also openly available: https://openvt.eu/osccar/precrash_seat_models/safer-ahbm_2-3
description: The original experiments were carried out at SAFER – Vehicle and Traffic Safety Centre at Chalmers, Gothenburg, Sweden and funded by VINNOVA – Swedish Governmental Agency for Innovation Systems through the FFI – Vehicle and Traffic Safety research programme.
description: {"references": ["Olafsdottir, J. M., \u00d6sth, J., Davidsson, J., & Brolin, K. (2013). Passenger kinematics and muscle responses in autonomous braking events with standard and reversible pre\u2010tensioned restraints. In Ircobi conference proceedings 2013 (No. IRC-13-70, pp. 602-617; http://www.ircobi.org/wordpress/downloads/irc13/pdf_files/70.pdf"]}
DOI: 10.5281/zenodo.5639805
title: CESM2(WACCM6) Earth system prediction framework forecast output for "Limited surface impacts of the January 2021 sudden stratospheric warming"

description: Included in this repository is CESM2(WACCM6) Earth system prediction framework forecast output necessary to replicate the results of "Delayed surface impacts of the January 2021 sudden stratospheric warming". Standard forecast output is formatted as "ssfcst_ddMMM", where ddMMM is either 04jan or 08feb. Forecasts initialized January 4th, 2021 with scrambled initial conditions are formatted as: "15to20kmRampBot_", for scrambled tropospheric initial conditions; "9to12kmRamp_" for scrambled stratospheric initial conditions; and "2017noSSW_" for scrambled atmospheric initial conditions started from a January 2017 atmospheric restart. The forecast initialized February 8th, 2021 with scrambled tropospheric initial conditions is formatted "15to20kmRampBot_update_". Forecasts initialized February 1st and 8th, 2021, with scrambled stratospheric initial conditions are formatted "9to12kmRamp_updated_". All files contain relevant dimensions. "mXX", where XX is between 0 and 20, denotes the forecast member. Geopotential height is in the "Z3" files, surface temperature is in the "tas" files, and zonal mean zonal wind and tropopause pressure are in the "h2" files.
DOI: 10.5281/zenodo.5136632
title: CESM2(WACCM6) Earth system prediction framework forecast output for "Limited surface impacts of the January 2021 sudden stratospheric warming"

description: Included in this repository is CESM2(WACCM6) Earth system prediction framework forecast output necessary to replicate the results of "Delayed surface impacts of the January 2021 sudden stratospheric warming". Standard forecast output is formatted as "ssfcst_ddMMM", where ddMMM is either 04jan or 08feb. Forecasts initialized January 4th, 2021 with scrambled initial conditions are formatted as: "15to20kmRampBot_", for scrambled tropospheric initial conditions; "9to12kmRamp_" for scrambled stratospheric initial conditions; and "2017noSSW_" for scrambled atmospheric initial conditions started from a January 2017 atmospheric restart. The forecast initialized February 8th, 2021 with scrambled tropospheric initial conditions is formatted "15to20kmRampBot_update_". Forecasts initialized February 1st and 8th, 2021, with scrambled stratospheric initial conditions are formatted "9to12kmRamp_updated_". All files contain relevant dimensions. "mXX", where XX is between 0 and 20, denotes the forecast member. Geopotential height is in the "Z3" files, surface temperature is in the "tas" files, and zonal mean zonal wind and tropopause pressure are in the "h2" files.
DOI: 10.6084/m9.figshare.17207432
title: Dataset GDBI-E

description: Dataset for validtion analysis of the GDBI-E.
DOI: 10.24381/cds.27f643d7
title: Global marine surface meteorological variables from 1851 to 2010 from comprehensive in-situ observations
DOI: 10.5258/soton/d2067
title: Data for Similarity-aware CNN for Efficient Video Recognition at the Edge

description: This data is associated with the the "Similarity-aware CNN for Efficient Video Recognition at the Edge" article published in IEEE transaction on Computer-Aided Design of Integrated Circuits and Systems.
DOI: 10.35111/rak4-xf36
title: HAVIC MED Training Data -- Videos, Metadata and Annotation

description: <h3>Introduction</h3><br>
<p>HAVIC MED Training Data -- Videos, Metadata and Annotation was developed by the Linguistic Data Consortium (LDC) and is comprised of approximately 2,100 hours of user-generated videos with annotation and metadata.</p><br>
<p>To advance multimodal event detection and related technologies, LDC developed, in collaboration with <a href="https://www.nist.gov/">NIST</a> (the National Institute of Standards and Technology), a large, heterogeneous, annotated multimodal corpus for <a href="https://www.ldc.upenn.edu/collaborations/past-projects/havic">HAVIC</a> (the Heterogeneous Audio Visual Internet Collection) that was used in the NIST-sponsored <a href="https://www.nist.gov/itl/iad/mig/trecvid-multimedia-event-detection-evaluation-track">MED</a> (Multimedia Event Detection) task for several years. HAVIC MED Training Data is a subset of that corpus, specifically, a collection of event and background videos for the HAVIC project originally released to support the <a href="https://www.nist.gov/itl/iad/mig/trecvid-multimedia-event-detection-2011-evaluation">2011</a>, <a href="https://www.nist.gov/itl/iad/mig/trecvid-multimedia-event-detection-2012-evaluation">2012</a>, <a href="https://www.nist.gov/itl/iad/mig/med-2013-evaluation">2013</a>, <a href="https://www.nist.gov/itl/iad/mig/med-2014-evaluation">2014</a>, and <a href="https://www.nist.gov/itl/iad/mig/med-2015-evaluation">2015</a> Multimedia Event Detection tasks.</p><br>
<h3>Data</h3><br>
<p>The data consists of videos representing various events (event videos) and videos completely unrelated to events (background videos) harvested by a large team of human annotators. Each event video was manually annotated with a set of judgments describing its event properties and other salient features. Background videos were labeled with topic and genre categories.</p><br>
<p>All video files are in .mp4 format (h.264), with varying bit-rates and levels of audio fidelity and video resolution. Metadata and annotation for the videos are stored in a .tsv file.</p><br>
<h3>Samples</h3><br>
<p>Please view this <a href="desc/addenda/LDC2021V01.mp4">video sample</a> and <a href="desc/addenda/LDC2021V01.txt">annotation sample</a></p><br>
<h3>Updates</h3><br>
<p>None at this time.</p><br>
<h3>Additional Licensing Instructions</h3><br>
<p>This 'members-only' corpus is available to current members. Contact <a href="mailto:ldc@ldc.upenn.edu">ldc@ldc.upenn.edu</a> for information about becoming a member.</p></br>
Portions © 2011-2016 YouTube, LLC, © 2011-2016, 2021 Trustees of the University of Pennsylvania
DOI: 10.5281/zenodo.5784243
title: Lagrangian Sequestration Efficiency Trajectories and Extracted Particle Metrics – 500m Y7 & Y8

description: A dataset of Lagrangian trajectories used to estimate North Atlantic sequestration efficiency and extracted metrics for the re-entrained and sequestered particles. All variables have long names and units. These files have been used for the analysis in Baker et al. ‘Biological carbon pump sequestration efficiency in the North Atlantic: a leaky or a long-term sink?’ with further information about the methodology available in the paper. Due to the size of the datasets, each DOI only contains two files. This dataset contains the 500m particles releases for the years 2002 (Y7) and 2003 (Y8).
DOI: 10.5281/zenodo.5784242
title: Lagrangian Sequestration Efficiency Trajectories and Extracted Particle Metrics – 500m Y7 & Y8

description: A dataset of Lagrangian trajectories used to estimate North Atlantic sequestration efficiency and extracted metrics for the re-entrained and sequestered particles. All variables have long names and units. These files have been used for the analysis in Baker et al. ‘Biological carbon pump sequestration efficiency in the North Atlantic: a leaky or a long-term sink?’ with further information about the methodology available in the paper. Due to the size of the datasets, each DOI only contains two files. This dataset contains the 500m particles releases for the years 2002 (Y7) and 2003 (Y8).
DOI: 10.5255/ukda-sn-855322
title: LGBT+ Networks, 2017-2020

description: The LGBT+ Networks data consists of 9 case studies of LGBT+ employee networks in the NHS (located in England, Scotland and Wales) and 118 short video clips from LGBT+ people and their allies. Qualitative data form the case studies was collected from September 2017 to October 2019. Each case study comprises transcripts from network meetings (38) and transcripts from interviews (65) with network chairs, network members, allies, EDI/HR representatives and chief executive officers in organisations. The short video clips (118) were recorded in a custom-made video booth located in 8 different organisations during LGBT+ history month in February 2020.
DOI: 10.5281/zenodo.5783550
title: uprolls2021-g

description: This deposit serves as a long-term archive for the unprocessed raw data behind the uprolls2021 table in my comprehensive dataset on religion and politics in India, which is available at https://github.com/raphael-susewind/india-religion-politics/tree/master/uprolls2021
DOI: 10.5281/zenodo.5783549
title: uprolls2021-g

description: This deposit serves as a long-term archive for the unprocessed raw data behind the uprolls2021 table in my comprehensive dataset on religion and politics in India, which is available at https://github.com/raphael-susewind/india-religion-politics/tree/master/uprolls2021
DOI: 10.6084/m9.figshare.17207444
title: An Assessment of Long-Range Corrected Density Functional Approximations in the Calculation of the Reduction Potentials of Ni(S2C2H2)2, Ni(Se2C2H2)2, Ni(S2C2H2)(N2C2H4), and Ni(Se2C2H2)(N2C2H4) Complexes

description: The xyz coordinates of the Ni(S<sub>2</sub>C<sub>2</sub>H<sub>2</sub>)<sub>2</sub>, Ni(Se<sub>2</sub>C<sub>2</sub>H<sub>2</sub>)<sub>2</sub>, Ni(S<sub>2</sub>C<sub>2</sub>H<sub>2</sub>)(N<sub>2</sub>C<sub>2</sub>H<sub>4</sub>), and Ni(Se<sub>2</sub>C<sub>2</sub>H<sub>2</sub>)(N<sub>2</sub>C<sub>2</sub>H<sub>4</sub>) Complexes discussed in An Assessment of Long-Range Corrected Density Functional Approximations in the Calculation of the Reduction Potentials of Ni(S<sub>2</sub>C<sub>2</sub>H<sub>2</sub>)<sub>2</sub>, Ni(Se<sub>2</sub>C<sub>2</sub>H<sub>2</sub>)<sub>2</sub>, Ni(S<sub>2</sub>C<sub>2</sub>H<sub>2</sub>)(N<sub>2</sub>C<sub>2</sub>H<sub>4</sub>), and Ni(Se<sub>2</sub>C<sub>2</sub>H<sub>2</sub>)(N<sub>2</sub>C<sub>2</sub>H<sub>4</sub>) Complexes
DOI: 10.6084/m9.figshare.17207444.v1
title: An Assessment of Long-Range Corrected Density Functional Approximations in the Calculation of the Reduction Potentials of Ni(S2C2H2)2, Ni(Se2C2H2)2, Ni(S2C2H2)(N2C2H4), and Ni(Se2C2H2)(N2C2H4) Complexes

description: The xyz coordinates of the Ni(S<sub>2</sub>C<sub>2</sub>H<sub>2</sub>)<sub>2</sub>, Ni(Se<sub>2</sub>C<sub>2</sub>H<sub>2</sub>)<sub>2</sub>, Ni(S<sub>2</sub>C<sub>2</sub>H<sub>2</sub>)(N<sub>2</sub>C<sub>2</sub>H<sub>4</sub>), and Ni(Se<sub>2</sub>C<sub>2</sub>H<sub>2</sub>)(N<sub>2</sub>C<sub>2</sub>H<sub>4</sub>) Complexes discussed in An Assessment of Long-Range Corrected Density Functional Approximations in the Calculation of the Reduction Potentials of Ni(S<sub>2</sub>C<sub>2</sub>H<sub>2</sub>)<sub>2</sub>, Ni(Se<sub>2</sub>C<sub>2</sub>H<sub>2</sub>)<sub>2</sub>, Ni(S<sub>2</sub>C<sub>2</sub>H<sub>2</sub>)(N<sub>2</sub>C<sub>2</sub>H<sub>4</sub>), and Ni(Se<sub>2</sub>C<sub>2</sub>H<sub>2</sub>)(N<sub>2</sub>C<sub>2</sub>H<sub>4</sub>) Complexes
DOI: 10.6084/m9.figshare.16958791
title: ASE sugarcane

description: Allele expression counts and additional files required to run allele-specific expression analyses in a set of sugarcane hybrids.
DOI: 10.6084/m9.figshare.16958791.v1
title: ASE sugarcane

description: Allele expression counts and additional files required to run allele-specific expression analyses in a set of sugarcane hybrids.
DOI: 10.6084/m9.figshare.17207471
title: Image Labels

description: Labels for images including sources
DOI: 10.6084/m9.figshare.17207471.v1
title: Image Labels

description: Labels for images including sources
DOI: 10.21942/uva.16586663
title: 3D structure of C60[3]DMA molecule JACS-1995extra info

description: molecular structure, coordinate fileSee also:<br>https://doi.org/10.1039/C9PP00399A<br>
DOI: 10.21942/uva.16586663.v4
title: 3D structure of C60[3]DMA molecule JACS-1995

description: molecular structure, coordinate file<br>
DOI: 10.5281/zenodo.5784240
title: Test Data of Passenger kinematics in Lane change and Lane change with Braking Manoeuvres from Ghaffari et al., 2018

description: This data was extracted by the "authors" of this dataset from the publication <strong>Ghaffari, G., Brolin, K., Bråse, D., Pipkorn, B., Svanberg, B., Jakobsson, L., & Davidsson, J. (2018). Passenger kinematics in Lane change and Lane change with Braking Manoeuvres using two belt configurations: standard and reversible pre-pretensioner. <em>2018 IRCOBI Conference Proceedings, </em>pp. 12-14, http://www.ircobi.org/wordpress/downloads/irc18/pdf-files/80.pdf.</strong> within the OSCCAR project and made publicly available for future validations of active Human Body Models. <strong>If you use this data, please cite the original paper.</strong> To use the data, a generic model of the vehicle environment is also openly available: https://openvt.eu/osccar/precrash_seat_models/safer-ahbm_2-3
description: The work was carried out at SAFER‐Vehicle and Traffic Safety Centre at Chalmers, Gothenburg, Sweden, and funded by FFI‐Strategic Vehicle Research and Innovation, by Vinnova, the Swedish Energy Agency, the Swedish Transport Administration and the Swedish vehicle industry.
description: {"references": ["Ghaffari, G., Brolin, K., Br\u00e5se, D., Pipkorn, B., Svanberg, B., Jakobsson, L., & Davidsson, J. (2018). Passenger kinematics in Lane change and Lane change with Braking Manoeuvres using two belt configurations: standard and reversible pre-pretensioner. 2018 IRCOBI Conference Proceedings, pp. 12-14, http://www.ircobi.org/wordpress/downloads/irc18/pdf-files/80.pdf."]}
DOI: 10.5281/zenodo.5784239
title: Test Data of Passenger kinematics in Lane change and Lane change with Braking Manoeuvres from Ghaffari et al., 2018

description: This data was extracted by the "authors" of this dataset from the publication <strong>Ghaffari, G., Brolin, K., Bråse, D., Pipkorn, B., Svanberg, B., Jakobsson, L., & Davidsson, J. (2018). Passenger kinematics in Lane change and Lane change with Braking Manoeuvres using two belt configurations: standard and reversible pre-pretensioner. <em>2018 IRCOBI Conference Proceedings, </em>pp. 12-14, http://www.ircobi.org/wordpress/downloads/irc18/pdf-files/80.pdf.</strong> within the OSCCAR project and made publicly available for future validations of active Human Body Models. <strong>If you use this data, please cite the original paper.</strong> To use the data, a generic model of the vehicle environment is also openly available: https://openvt.eu/osccar/precrash_seat_models/safer-ahbm_2-3
description: The work was carried out at SAFER‐Vehicle and Traffic Safety Centre at Chalmers, Gothenburg, Sweden, and funded by FFI‐Strategic Vehicle Research and Innovation, by Vinnova, the Swedish Energy Agency, the Swedish Transport Administration and the Swedish vehicle industry.
description: {"references": ["Ghaffari, G., Brolin, K., Br\u00e5se, D., Pipkorn, B., Svanberg, B., Jakobsson, L., & Davidsson, J. (2018). Passenger kinematics in Lane change and Lane change with Braking Manoeuvres using two belt configurations: standard and reversible pre-pretensioner. 2018 IRCOBI Conference Proceedings, pp. 12-14, http://www.ircobi.org/wordpress/downloads/irc18/pdf-files/80.pdf."]}
DOI: 10.21942/uva.16586501.v1
title: data files belong to JACS 1995 paper

description: Please change .txt into .zip and than unpack.Igor and other files for JACS-95
DOI: 10.21942/uva.16586501
title: data files belong to JACS 1995 paper

description: Please change .txt into .zip and than unpack.Igor and other files for JACS-95
DOI: 10.18739/a2m32nb59
title: Methane production in laboratory incubations of Arctic soil at three temperatures, 2018

description: When wet Arctic tundra soils begin to freeze in the fall, an unfrozen layer remains between the frozen surface and deeper permafrost layers. This period is known as the zero curtain, as liquid water keeps the temperature of this soil layer near 0 Celsius (C) while latent heat is gradually dissipated. This experiment compares the temperature response of the methanogenic community in the zero curtain period with that of the summer community to test whether the zero curtain methanogenic community is especially cold adapted. This dataset includes methane production rates measured in anaerobic laboratory incubations of soils collected from two dates (July and Nov 2018) at temperatures around 0, 4 and 10C.
DOI: 10.3886/e130422v3-104644
title: COVID-19 Vaccine Hesitancy Surveys

description: Assessing the prevalence of COVID-19 vaccine hesitancy before and during vaccine rollout in the United States, China, Taiwan, Indonesia, India, and Malaysia. The information in this deposit includes data collected in March 2020 through June 2021, along with a codebook explaining how each of the variables in the datasets were derived from each survey.<br><br>If publishing papers based on these datasets, please cite this data archive:<br>Wagner, Abram. COVID-19 Vaccine Hesitancy Surveys. Ann Arbor, MI: openICPSR [distributor], 2021-11-29. https://doi.org/10.3886/E130422<br><br>and the data note, which provides more information about the study:<br>Zhang F, Shih S-F, Harapan H, Rajamoorthy Y, Chang H-Y, Singh A, Lu Y, Wagner AL. Changes in COVID-19 risk perceptions: methods of an internet survey conducted in six countries. BMC Res Notes. 2021;14: 1–3. https://doi.org/10.1186/S13104-021-05846-8<br>
DOI: 10.18739/a2gb1xj15
title: Carbon-13 (13C) methane from an isotopic labelling experiment in Arctic tundra, Utqiagvik, Alaska, 2019.

description: An isotopic labeling experiment was conducted in an Arctic coastal wet tundra ecosystem to determine how quickly acetate is transformed into methane and transported from the soil to the atmosphere. Carbon-13 (13C) labelled acetate was injected into soil chambers installed across a 131 meter (m) transect. Gas samples were periodically collected from the headspace in chambers, and analyzed for methane concentration and enrichment in 13C. Methane flux was roughly estimated from the final concentration in the chambers accumulated over a one-hour sampling period. This dataset includes methane fluxes, concentrations and 13C enrichment values from this experiment. In addition, water samples were collected from 15 centimeters (cm) depth after the final time point for measurements of residual dissolved 13C-methane in the soil after 9 days.
DOI: 10.5066/p9b4bmag
title: Fish community and species distribution predictions for streams and rivers of the Chesapeake Bay Watershed

description: This data release contains predictions of selected fish community metrics and fish species occurrence using Random Forest models with landscape data for inland reaches across the Chesapeake Bay Watershed (CBW). Predictions were made at four time intervals (2001, 2006, 2011, and 2016) according to changes in landcover using the National Land Cover Database (NLCD). The fish sampling data used to compute these metrics were compiled from various fish sampling programs conducted by state and federal agencies, county governments, universities, and river basin commissions across the watershed. Community metrics describe composition, tolerances, habitat preferences, and functional traits of fish communities (and were derived from Krause and Maloney, 2021). Community analyses were developed for four aggregated Level III ecoregions: Northern Appalachians (NAP), Southern Appalachians [split into two sub-regions; the SAP-Piedmont (Piedmont and Northern Piedmont Ecoregions; SAPPIED] and other ecoregions [SAPNW]) and the Coastal Plains (CPL), and a final index was calculated for each ecoregion as the average of selected metric deciles with higher scores inferring less biologically altered (i.e., better) conditions. Species distribution models were created for key sensitive and gamefish species (including Brook Trout, Northern Hog Sucker, Smallmouth Bass, and Torrent Sucker) to predict species occurrence. Uncertainty was calculated for both approaches using model prediction intervals. For complete data descriptions and data interpretation see associated publication (Maloney et al., 2022).
DOI: 10.18739/a2bk16q88
title: Methyl-coenzyme M reductase alpha subunit (mcrA) transcripts from Arctic tundra soil near Utqiagvik, Alaska, 2018

description: When wet Arctic tundra soils begin to freeze in the fall, an unfrozen layer remains between the frozen surface and deeper permafrost layers. This period is known as the zero curtain, as liquid water keeps the temperature of this soil layer near 0 Celsius (C) while latent heat is gradually dissipated. This project investigates the methanogenic Archaea that are metabolically active in the unfrozen layer during the fall zero curtain period and compares this community to that which is active in the late summer at the same depth (10-20 centimeters (cm)). This dataset contains the abundance of distinct partial mcrA (Methyl-coenzyme M reductase alpha subunit) gene sequences (operational taxonomic units, OTU's defined at 16% similarity) amplified from messenger ribonucleic acid (mRNA) extracted from soil samples in this study. These data complement the sequences deposited in GenBank (accession numbers OL505703-OL505708).