cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.19735678
title: Trimmed real datasets

description: Long-reads of the real datasets. The reads are trimmed to removed any human RNA sequences and to keep the interval of the read that includes the Illumani adapter and the 10x barcdoes. <br> Top short-read barcodes. The selected barcodes of the real datasets as a result of the applying scTagger's barcode selection process.
DOI: 10.6084/m9.figshare.19735678.v1
title: Trimmed real datasets

description: Long-reads of the real datasets. The reads are trimmed to removed any human RNA sequences and to keep the interval of the read that includes the Illumani adapter and the 10x barcdoes. <br> Top short-read barcodes. The selected barcodes of the real datasets as a result of the applying scTagger's barcode selection process.
DOI: 10.6084/m9.figshare.19697413.v3
title: Other data from "Notch-dependent and -independent transcription are modulated by tissue movements at gastrulation"

description: Other live imaging data from "Levels of Notch-regulated transcription are modulated by tissue movements at gastrulation": - raw MS2 Live imaging movies: 58 '.lif' files captured in a Leica SP8 confocal. Each is a 1-2h movie of a developing fly embryo in the genetic condition described in the file name. The metadata file contains the information linking each movie with parameters used for image analysis and identifier of the genetic condition ("nickname" column). - data obtained from image analysis: 57 '.mat' files obtained from MATLAB after image analysis for each movie. README contains information of the data structure and all variables stored in each.
DOI: 10.5281/zenodo.6517052
title: GitTables 1M

description: <strong>Summary</strong> GitTables 1M (https://gittables.github.io) is a corpus of currently 1M relational tables extracted from CSV files in GitHub repositories, that are associated with a license that allows distribution. We aim to grow this to at least 10M tables. Each parquet file in this corpus represents a table with the original content (e.g. values and header) as extracted from the corresponding CSV file. Table columns are enriched with annotations corresponding to &gt;2K semantic types from Schema.org and DBpedia (provided as metadata of the parquet file). These column annotations consist of, for example, semantic types, hierarchical relations to other types, and descriptions. We believe GitTables can facilitate many use-cases, among which: Data integration, search and validation. Data visualization and analysis recommendation. Schema analysis and completion for e.g. database or knowledge base design. If you have questions, the paper, documentation, and contact details are provided on the website: https://gittables.github.io. We recommend using Zenodo's API to easily download the full dataset (i.e. all zipped topic subsets). <strong>Dataset contents</strong> The data is provided in subsets of tables stored in parquet files, each subset corresponds to a term that was used to query GitHub with. The column annotations and other metadata (e.g. URL and repository license) are attached to the metadata of the parquet file. This version corresponds to this version of the paper https://arxiv.org/abs/2106.07258v4. In summary, this dataset can be characterized as follows: <strong>Statistic</strong> <strong>Value</strong> # tables 1M average # columns 12 average # rows 142 # annotated tables (at least 1 column annotation) 723K+ (DBpedia), 738K+ (Schema.org) # unique semantic types 835 (DBpedia), 677 (Schema.org) <strong>How to download</strong> The dataset can be downloaded through Zenodo's interface directly, or using Zenodo's API (recommended for full download). <strong>Future releases</strong> Future releases will include the following: Increased number of tables (expected at least 10M) <strong>Associated datasets</strong> - GitTables benchmark - column type detection: https://zenodo.org/record/5706316 - GitTables 1M - CSV files: https://zenodo.org/record/6515973
DOI: 10.5281/zenodo.4943311
title: GitTables 1M

description: <strong>Summary</strong> GitTables 1M (https://gittables.github.io) is a corpus of currently 1M relational tables extracted from CSV files in GitHub repositories, that are associated with a license that allows distribution. We aim to grow this to at least 10M tables. Each parquet file in this corpus represents a table with the original content (e.g. values and header) as extracted from the corresponding CSV file. Table columns are enriched with annotations corresponding to &gt;2K semantic types from Schema.org and DBpedia (provided as metadata of the parquet file). These column annotations consist of, for example, semantic types, hierarchical relations to other types, and descriptions. We believe GitTables can facilitate many use-cases, among which: Data integration, search and validation. Data visualization and analysis recommendation. Schema analysis and completion for e.g. database or knowledge base design. If you have questions, the paper, documentation, and contact details are provided on the website: https://gittables.github.io. We recommend using Zenodo's API to easily download the full dataset (i.e. all zipped topic subsets). <strong>Dataset contents</strong> The data is provided in subsets of tables stored in parquet files, each subset corresponds to a term that was used to query GitHub with. The column annotations and other metadata (e.g. URL and repository license) are attached to the metadata of the parquet file. This version corresponds to this version of the paper https://arxiv.org/abs/2106.07258v4. In summary, this dataset can be characterized as follows: <strong>Statistic</strong> <strong>Value</strong> # tables 1M average # columns 12 average # rows 142 # annotated tables (at least 1 column annotation) 723K+ (DBpedia), 738K+ (Schema.org) # unique semantic types 835 (DBpedia), 677 (Schema.org) <strong>How to download</strong> The dataset can be downloaded through Zenodo's interface directly, or using Zenodo's API (recommended for full download). <strong>Future releases</strong> Future releases will include the following: Increased number of tables (expected at least 10M) <strong>Associated datasets</strong> - GitTables benchmark - column type detection: https://zenodo.org/record/5706316 - GitTables 1M - CSV files: https://zenodo.org/record/6515973
DOI: 10.6084/m9.figshare.19209510
title: Table S1 Chosen variables

description: Percentage contribution of variables selected by species and the number of records after geographical bias correction (spatial thinning of occurrences) was performed. The name and description of the variables can be accessed in Table 1.
DOI: 10.6084/m9.figshare.19209510.v2
title: Table S1 Chosen variables

description: Percentage contribution of variables selected by species and the number of records after geographical bias correction (spatial thinning of occurrences) was performed. The name and description of the variables can be accessed in Table 1.
DOI: 10.6084/m9.figshare.19209510.v1
title: Table S2

description: Percentage contribution of variables selected by species and the number of records after geographical bias correction. The name of the variables can be observed in Table S1.
DOI: 10.6084/m9.figshare.19209522
title: Table S2 Birds suitable area change

description: Difference in the total suitable area (km²) of forest frugivorous birds in the Central Corridor of the Atlantic Forest between future and baseline scenarios. Negative and positive values represent loss and gain of suitable area, respectively. Values in brackets represent the percentage of variation in suitable area between future and baseline scenarios. Species ordered from higher loss to higher gain of suitable area in 2050 optimistic scenario.
DOI: 10.6084/m9.figshare.19209522.v2
title: Table S2 Birds suitable area change

description: Difference in the total suitable area (km²) of forest frugivorous birds in the Central Corridor of the Atlantic Forest between future and baseline scenarios. Negative and positive values represent loss and gain of suitable area, respectively. Values in brackets represent the percentage of variation in suitable area between future and baseline scenarios. Species ordered from higher loss to higher gain of suitable area in 2050 optimistic scenario.
DOI: 10.6084/m9.figshare.19209522.v1
title: Table S3

description: Difference in the total suitable area (km²) of forest frugivorous birds in the Central Corridor of the Atlantic Forest between future and baseline scenarios. Negative and positive values represent loss and gain of suitable area, respectively. Values in brackets represent the percentage of variation in suitable area between future and baseline scenarios. Species ordered from higher loss to higher gain of suitable area in 2050 optimistic scenario.
DOI: 10.6084/m9.figshare.19697413
title: Other data from "Notch-dependent and -independent transcription are modulated by tissue movements at gastrulation"

description: Other live imaging data from "Levels of Notch-regulated transcription are modulated by tissue movements at gastrulation": - raw MS2 Live imaging movies: 58 '.lif' files captured in a Leica SP8 confocal. Each is a 1-2h movie of a developing fly embryo in the genetic condition described in the file name. The metadata file contains the information linking each movie with parameters used for image analysis and identifier of the genetic condition ("nickname" column). - data obtained from image analysis: 57 '.mat' files obtained from MATLAB after image analysis for each movie. README contains information of the data structure and all variables stored in each.
DOI: 10.6084/m9.figshare.19697413.v5
title: Other data from "Notch-dependent and -independent transcription are modulated by tissue movements at gastrulation"

description: Other live imaging data from "Levels of Notch-regulated transcription are modulated by tissue movements at gastrulation": - raw MS2 Live imaging movies: 58 '.lif' files captured in a Leica SP8 confocal. Each is a 1-2h movie of a developing fly embryo in the genetic condition described in the file name. The metadata file contains the information linking each movie with parameters used for image analysis and identifier of the genetic condition ("nickname" column). - data obtained from image analysis: 57 '.mat' files obtained from MATLAB after image analysis for each movie. README contains information of the data structure and all variables stored in each.
DOI: 10.6084/m9.figshare.19697413.v4
title: Other data from "Notch-dependent and -independent transcription are modulated by tissue movements at gastrulation"

description: Other live imaging data from "Levels of Notch-regulated transcription are modulated by tissue movements at gastrulation": - raw MS2 Live imaging movies: 58 '.lif' files captured in a Leica SP8 confocal. Each is a 1-2h movie of a developing fly embryo in the genetic condition described in the file name. The metadata file contains the information linking each movie with parameters used for image analysis and identifier of the genetic condition ("nickname" column). - data obtained from image analysis: 57 '.mat' files obtained from MATLAB after image analysis for each movie. README contains information of the data structure and all variables stored in each.
DOI: 10.5281/zenodo.6537194
title: Simulation Results of the Paper entitled "The Design of a Zone-Picking System with Cooperation Area between Neighboring Zones and Its Cooperation Methods" (submitted to International Journal of Production Research)

description: Simulation Results of the Paper entitled “The Design of a Zone-Picking System with Cooperation Area between Neighboring Zones and Its Cooperation Methods” (submitted to International Journal of Production Research)
DOI: 10.5281/zenodo.6537193
title: Simulation Results of the Paper entitled "The Design of a Zone-Picking System with Cooperation Area between Neighboring Zones and Its Cooperation Methods" (submitted to International Journal of Production Research)

description: Simulation Results of the Paper entitled “The Design of a Zone-Picking System with Cooperation Area between Neighboring Zones and Its Cooperation Methods” (submitted to International Journal of Production Research)
DOI: 10.5281/zenodo.6421424
title: Datasets used in: Modelling eye-level visibility of urban green space: Optimising city-wide point-based viewshed computations through prototyping

description: Research data supporting our publication. Full workflows using the R programming language have been provided on GitHub. Here we provide external data that has been used for our research, as well as the resulting Viewshed Greenness Visibility Index (VGVI) raster. <strong>Datasets</strong> Digital Terrain Model (DTM): Spatial Resolution: 1 m Source: Canada’s Open Government Portal Licence: Open Government Licence - Canada File name: Vancouver_DTM_1m.tif<br> Digital Surface Model (DSM): Spatial Resolution: 1 m Source: Canada’s Open Government Portal Licence: Open Government Licence - Canada File name: Vancouver_DSM_1m.tif<br> Landuse Spatial Resolution: 2 m Source: Land Cover Classification 2014 - 2m LiDAR Licence: Metro Vancouver File name: Vancouver_LULC_2m.tif<br> VGVI map Spatial Resolution: 5 m Source: Resulting dataset from our analysis Licence: MIT License File name: vgvi_van.tif
DOI: 10.5281/zenodo.6421423
title: Datasets used in: Modelling eye-level visibility of urban green space: Optimising city-wide point-based viewshed computations through prototyping

description: Research data supporting our publication. Full workflows using the R programming language have been provided on GitHub. Here we provide external data that has been used for our research, as well as the resulting Viewshed Greenness Visibility Index (VGVI) raster. <strong>Datasets</strong> Digital Terrain Model (DTM): Spatial Resolution: 1 m Source: Canada’s Open Government Portal Licence: Open Government Licence - Canada File name: Vancouver_DTM_1m.tif<br> Digital Surface Model (DSM): Spatial Resolution: 1 m Source: Canada’s Open Government Portal Licence: Open Government Licence - Canada File name: Vancouver_DSM_1m.tif<br> Landuse Spatial Resolution: 2 m Source: Land Cover Classification 2014 - 2m LiDAR Licence: Metro Vancouver File name: Vancouver_LULC_2m.tif<br> VGVI map Spatial Resolution: 5 m Source: Resulting dataset from our analysis Licence: MIT License File name: vgvi_van.tif
DOI: 10.6084/m9.figshare.19579006
title: Hierarchical Regularizers for Mixed-Frequency Vector Autoregressions

description: Mixed-frequency Vector AutoRegressions (MF-VAR) model the dynamics between variables recorded at different frequencies. However, as the number of series and high-frequency observations per low-frequency period grow, MF-VARs suffer from the “curse of dimensionality.” We curb this curse through a regularizer that permits hierarchical sparsity patterns by prioritizing the inclusion of coefficients according to the recency of the information they contain. Additionally, we investigate the presence of nowcasting relations by sparsely estimating the MF-VAR error covariance matrix. We study predictive Granger causality relations in a MF-VAR for the U.S. economy and construct a coincident indicator of GDP growth. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.19579006.v2
title: Hierarchical Regularizers for Mixed-Frequency Vector Autoregressions

description: Mixed-frequency Vector AutoRegressions (MF-VAR) model the dynamics between variables recorded at different frequencies. However, as the number of series and high-frequency observations per low-frequency period grow, MF-VARs suffer from the “curse of dimensionality.” We curb this curse through a regularizer that permits hierarchical sparsity patterns by prioritizing the inclusion of coefficients according to the recency of the information they contain. Additionally, we investigate the presence of nowcasting relations by sparsely estimating the MF-VAR error covariance matrix. We study predictive Granger causality relations in a MF-VAR for the U.S. economy and construct a coincident indicator of GDP growth. Supplementary materials for this article are available online.
DOI: 10.25318/3210042001-eng
title: Greenhouse products and mushrooms, Census of Agriculture, inactive

description: Census of Agriculture, 2011 and 2016. Greenhouse areas by product and mushroom growing areas.
DOI: 10.25318/3210042001-fra
title: Produits de serre et champignons, Recensement de l’agriculture, inactif

description: Recensement de l’agriculture, 2011 et 2016. Superficies des serres par produit et superficies pour la culture des champignons.
DOI: 10.3886/icpsr36527.v1
title: Bridging the Gap/National Wellness Policy Study State Wellness Policy-Related Dataset, School Years 2006-2007 through 2013-2014
title: Version 1

description: This data set contains Bridging the Gap (BTG) (school years 2006-2007 through 2012-2013) and National Wellness Policy Study (2013-2014) coded data for all state laws (statutory and administrative) that relate to areas included in the congressionally-mandated school district wellness policies. Topics include nutrition education, school meals, competitive foods, physical activity, and implementation/evaluation, as well as other topics of relevance related to physical education, communications and marketing, staff wellness, and marketing and promotion. Although the states were not required to develop laws on this topic, many do have them and many districts embed these state laws by reference in their district policies. This study was intended to provide detailed insight into the contents of state laws that overlay the congressionally-mandated district wellness policies. There is a separate record in the data file for each state, grade level (elementary, middle and high school) and school year combination.
description: The study included all relevant codified laws in each of the 50 states and the District of Columbia.
description: Datasets: DS1: Bridging the Gap/National Wellness Policy Study State Wellness Policy-Related Dataset, School Years 2006-2007 through 2013-2014
description: The 50 U.S. states and the District of Columbia. Smallest Geographic Unit: State
description: State laws were compiled using commercially available legal research databases available by subscription from Lexis-Nexis and Westlaw.Additional information about this study is available on the Bridging the Gap website.State laws were coded separately for their applicability at the elementary, middle, and high school levels using a coding scheme available from http://www.bridgingthegapresearch.org/research/district_wellness_policies/.
DOI: 10.6084/m9.figshare.19367933.v5
title: Visual Near-Duplicates Detection in the Context of Social Media (Dataset)

description: The dataset of the paper: ``Dataset and Case Studies for Visual Near-Duplicates Detection in the Context of Social Media'', by Hana Matatov, Mor Naaman, and Ofra Amir.<br>See the Github repository for details:https://github.com/sTechLab/Visual-Near-Duplicates-Detection-in-the-Context-of-Social-Media<br><br>See the associated paper on arXiv:https://arxiv.org/abs/2203.07167<br>
DOI: 10.6073/pasta/73df0333aed4b4d41a55be9f13f91d5c
title: SBC LTER: Land: Hydrology: Precipitation at Gaviota at Hwy 101 N rest stop (GV201)

description: Precipitation was collected at Gaviota at Hwy 101 N rest stop in the Santa Barbara coastal area (site ID: GV201).A Tipping Bucket rain gauge from either Qualimetrics (Model 6011B) or Sutron (Model 5600-0425-2) was used.
DOI: 10.5281/zenodo.6537233
title: Data files for the manuscript "Moth light traps perform better with vanes"

description: This upload contains the datasheets for the manuscript titled "Moth light traps perform better with vanes: A comparison of different designs" submitted to the Journal of Applied Entomology in May 2022. Datasheets contain the raw data, species list and a complete list of R packages used.
DOI: 10.5281/zenodo.6537282
title: The effect of spin polarization in DEER spectroscopy

description: This works examines the physics underlying double electron-electron resonance (DEER) spectroscopy, a magnetic-resonance method that provides nanoscale data about protein structure and conformations. Here, the data files are presented that were used for publication, both main text and supplement.
DOI: 10.5281/zenodo.6537253
title: The effect of spin polarization in DEER spectroscopy

description: This works examines the physics underlying double electron-electron resonance (DEER) spectroscopy, a magnetic-resonance method that provides nanoscale data about protein structure and conformations. Here, the data files are presented that were used for publication, both main text and supplement.
DOI: 10.5281/zenodo.6537254
title: The effect of spin polarization in DEER spectroscopy

description: This works examines the physics underlying double electron-electron resonance (DEER) spectroscopy, a magnetic-resonance method that provides nanoscale data about protein structure and conformations. Here, the data files are presented that were used for publication, both main text and supplement, as well as the .m files used for fitting.
DOI: 10.5281/zenodo.6537224
title: The Missing Profits of Nations

description: This replication archive supplements our paper “The Missing Profits of Nations”. The goal of the archive is it to allow the reader to reproduce all the results of the paper starting from readily available public statistics. All data and code needed to reproduce our findings are included in this archive.
DOI: 10.3886/e170181
title: AERA Open: Does Postsecondary Persistence in STEM Vary by Gender?

description: The included file describes how to obtain the data used in the study entitled, Does Postsecondary Persistence in STEM Vary by Gender. Also, included are details on variable creation and the data analyses used to produce the results in the paper.
description: The BPS:04/09 was designed by the National Center of Education Statistics for the U.S. Department of Education. All respondents were first-time college students during the 2003–2004 academic year in the United States or Puerto Rico and were eligible for the 2003–2004 National Postsecondary Student Aid Study (NPSAS:04). .
DOI: 10.3886/e170181v1
title: AERA Open: Does Postsecondary Persistence in STEM Vary by Gender?

description: The included file describes how to obtain the data used in the study entitled, Does Postsecondary Persistence in STEM Vary by Gender. Also, included are details on variable creation and the data analyses used to produce the results in the paper.
description: The BPS:04/09 was designed by the National Center of Education Statistics for the U.S. Department of Education. All respondents were first-time college students during the 2003–2004 academic year in the United States or Puerto Rico and were eligible for the 2003–2004 National Postsecondary Student Aid Study (NPSAS:04). .
DOI: 10.6073/pasta/a29fc4ae76298c23280a4d1c87665290
title: SBC LTER: Land: Hydrology: Stream discharge and associated parameters at Atascadero Creek, Puente St (AT07)

description: Stream Discharge and water temperature were collected with a Solinst Model 3001 LT Levelogger at Atascadero Creek, Puente St in the Santa Barbara coastal area (site ID: AT07). Data are reported hourly. Stage values were converted to discharge using a rating curve developed with stream channel cross-sections, roughness estimates and the HEC-RAS model.
DOI: 10.6084/m9.figshare.19702021
title: The Interaction Between Health and Financial Status on Coping Behaviors During the COVID-19 Pandemic

description: 1) ORIGINAL DATA file is the raw dataset without reverse coded items. 2)"Ranalysesdata" excel file is ready-to-go format as it includes some items in their reverse coded forms. 3)Ranalyses.r is the R code we used in our analyses. 4)submission.sav is the SPSS file in which composite variables from scale items are formed and used. We used model 4 and model 7 from PROCESS module by adding covariates in our analyses. 5)Scale items are shown in "survey items" word file.