cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6069044
title: Sapling regeneration within canopy gaps in a temperate montane riparian forest.

description: This is a dataset of sapling regeneration within canopy gaps in a temperate montane riparian forest. The followings are details of each file. <strong>GapSeedlings_v1.0.0.csv</strong> <code>Plot</code> Integer. The ID of plots, some plots include more than one gap. <code>Gap</code> Factor. The ID of gaps. <code>Quadrat</code> Integer. The ID of quadrats within a gap. <code>stemID</code> Character. The ID of stems. <code>Sp.</code> Factor. The species names. <code>Family</code> Factor. The family name of the species. <code>Substrate</code> Factor. Established substrates. NA means that it was not recorded. <code>Heightyyyy</code> Numeric. Vertical heights of trees (cm) in yyyy. The individuals with <code>CensusIn2020</code> = 0, their <code>Height2020</code> is NA because they had not been censused in 2020. <code>Lengthyyyy</code> Numeric. Length of trees (cm) in yyyy. The individuals with <code>CensusIn2020</code> = 0, their <code>Length2020</code> is NA because they had not been censused in 2020. <code>DBH1_yyyy</code>, <code>DBH2_yyyy</code> Numeric. Diameter at breast height (mm) in yyyy. DBH1 and DBH2 were measured to cross at right angles. The individuals with <code>CensusIn2020</code> = 0, their <code>DBH2020_1</code> and <code>DBH2020_2</code> are NA because they had not been censused in 2020. <code>Cmtyyyy</code> Character. Comments in yyyy. <code>CensusIn2020</code> Factor. 1 means that the plot was censused in 2020, 0 does not.<br> <strong>Map_Gaps.pdf</strong><br> <code>p. 1</code>: The overall picture of the positional relations between each gap.<br> <code>pp. 2-19</code>: The details of gaps. <strong>Metadata_GapSeedlings.txt</strong><br> Metadata of "<strong>GapSeedlings_v0.1.0.csv</strong>".<br> It is the same as this description.
DOI: 10.5281/zenodo.6119302
title: Seedling recruitment and sapling bank dynamics on fluvial deposits in a temperate montane riparian forest.

description: This is a dataset of Seedling recruitment and sapling bank dynamics on fluvial deposits in a temperate montane riparian forest. The followings are details of each file. <strong>Saplings_inFluvialDepositsv1.0.0.csv</strong> <code>Plot_x</code> Factor. X coordinates of plots. <code>Plot_y</code> Factor. Y coordinates of plots. <code>x</code> Integer. X coordinates in plots. <code>y</code> Integer. Y coordinates in plots. <code>Substrate</code> Factor. Established substrates. NA means that it was not recorded. <code>stemID</code> Character. The ID of individual trees. <code>Sp.</code> Factor. The species names. <code>Family</code> Factor. The family name of the species. <code>Heightyyyy</code> Numeric. Vertical heights of trees (cm) in yyyy. Height2007ad is the heights after disturbance in 2007. <code>Lengthyyyy</code> Numeric. Length of trees (cm) in yyyy. Length2007ad is the length after disturbance in 2007. <code>DBH1_yyyy</code>, <code>DBH2_yyyy</code> Numeric. Diameter at breast height (mm) in yyyy. DBH1 and DBH2 were measured to cross at right angles. <code>Noteyyyy</code> Character. Comments in yyyy. <strong>Seedlings_inFluvialDepositsv1.0.0.csv</strong> <code>Plot</code> Factor. The plot ID. <code>ID</code> Character. The individual ID. <code>Sp.</code> Factor. The species names. <code>Family</code> Factor. The family names of species. <code>Hyyyy</code> Numeric. Vertical height of trees (cm) in yyyy. <code>Ageyyyy</code> Numeric. The years of trees (cm) in yyyy. <code>noteyyyy</code> Character. Comment in yyyy. <strong>Map_FluvialDeposits.pdf</strong> <code>p. 1</code>: The overall picture of the positional relations between each gap. <code>p. 2</code>: The details of seedling quadrats. <strong>Metadata_Saplings_inFluvialDeposits.txt</strong><br> Metadata of "<strong>Saplings_inFluvialDepositsv1.0.0.csv</strong>".<br> It is the same as this description. <strong>Seedlings_inFluvialDepositsv1.0.0.csv</strong><br> Metadata of "<strong>Seedlings_inFluvialDepositsv1.0.0.csv</strong>".<br> It is the same as this description.
DOI: 10.5281/zenodo.6119301
title: Seedling recruitment and sapling bank dynamics on fluvial deposits in a temperate montane riparian forest.

description: This is a dataset of Seedling recruitment and sapling bank dynamics on fluvial deposits in a temperate montane riparian forest. The followings are details of each file. <strong>Saplings_inFluvialDepositsv1.0.0.csv</strong> <code>Plot_x</code> Factor. X coordinates of plots. <code>Plot_y</code> Factor. Y coordinates of plots. <code>x</code> Integer. X coordinates in plots. <code>y</code> Integer. Y coordinates in plots. <code>Substrate</code> Factor. Established substrates. NA means that it was not recorded. <code>stemID</code> Character. The ID of individual trees. <code>Sp.</code> Factor. The species names. <code>Family</code> Factor. The family name of the species. <code>Heightyyyy</code> Numeric. Vertical heights of trees (cm) in yyyy. Height2007ad is the heights after disturbance in 2007. <code>Lengthyyyy</code> Numeric. Length of trees (cm) in yyyy. Length2007ad is the length after disturbance in 2007. <code>DBH1_yyyy</code>, <code>DBH2_yyyy</code> Numeric. Diameter at breast height (mm) in yyyy. DBH1 and DBH2 were measured to cross at right angles. <code>Noteyyyy</code> Character. Comments in yyyy. <strong>Seedlings_inFluvialDepositsv1.0.0.csv</strong> <code>Plot</code> Factor. The plot ID. <code>ID</code> Character. The individual ID. <code>Sp.</code> Factor. The species names. <code>Family</code> Factor. The family names of species. <code>Hyyyy</code> Numeric. Vertical height of trees (cm) in yyyy. <code>Ageyyyy</code> Numeric. The years of trees (cm) in yyyy. <code>noteyyyy</code> Character. Comment in yyyy. <strong>Map_FluvialDeposits.pdf</strong> <code>p. 1</code>: The overall picture of the positional relations between each gap. <code>p. 2</code>: The details of seedling quadrats. <strong>Metadata_Saplings_inFluvialDeposits.txt</strong><br> Metadata of "<strong>Saplings_inFluvialDepositsv1.0.0.csv</strong>".<br> It is the same as this description. <strong>Seedlings_inFluvialDepositsv1.0.0.csv</strong><br> Metadata of "<strong>Seedlings_inFluvialDepositsv1.0.0.csv</strong>".<br> It is the same as this description.
DOI: 10.6073/pasta/b02a43166db569e9fe9b457c59fbcbdd
title: SBC LTER: Ocean: Currents and Biogeochemistry: Moored CTD and ADCP data from Arroyo Quemado Reef Mooring (ARQ), ongoing since 2004

description: ADCP (Currents), CTD (Hydrography) and Optics data (Fluorescence, Beam Attenuation and Volume Scattering Function) were collected at Arroyo Quemado Reef in the Santa Barbara Channel (site ID: ARQ). Data have been interpolated to a 20 minute interval. ADCP data are binned at a 1.0 meter interval, measured as height from the bottom to a maximum of 16 bins. All bins may not be filled, and in some cases, data from bins technically above the surface are included. VSF data are available at angles, 100, 125 and 150 degrees. CTD parameters include Pressure, Temperature, Conductivity, Salinity, Density and Fluorescence. The CTD array is located approximately 4.5 meters from the surface, and there are additional temperature thermistors near the CTD array, at the bottom, and mid way between these two.
DOI: 10.18434/mds2-2542
title: Vimeo Creative Commons Collection (V3C1)
DOI: 10.5066/p9golm7u
title: Data Release for Luminescence: Floodplain Sediment Storage Timescales of the Laterally Confined Meandering Powder River, U.S.A

description: The following report summarizes the dating results from the. Within this report, we detail the methodology used to determine the storage time distribution for a 17 km length of Powder River in Montana, U.S.A. by the age distribution of eroded sediment. This data is used by the USGS Luminescence Geochronology Laboratory to obtain ages including sample preparation methods, luminescence measurement, equivalent dose determination, and dating-related calculations. We recommend that this report be included as the supplementary material for any publication(s) that use the ages within this report. This version supersedes all previous age estimates and reports.
DOI: 10.6084/m9.figshare.3761562.v2173
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.6073/pasta/cbe43646b801bf6ee5231c301ea23f51
title: SBC LTER: Ocean: Currents and Biogeochemistry: Moored CTD and ADCP data from Mohawk Outside Spar (MKO), ongoing since 2005

description: ADCP (Currents), CTD (Hydrography) and Optics data (Fluorescence, Beam Attenuation and Volume Scattering Function) were collected at Mohawk Reef in the Santa Barbara Channel (site ID: MKO). Data have been interpolated to a 20 minute interval. ADCP data are binned at a 0.5 meter interval, measured as height from the bottom to a maximum of 16 bins. All bins may not be filled, and in some cases, data from bins technically above the surface are included. VSF data are available at angles, 100, 125 and 150 degrees. CTD parameters include Pressure, Temperature, Conductivity, Salinity, Density and Fluorescence. The CTD array is located approximately 4.5 meters from the surface, and there are additional temperature thermistors near the CTD array, at the bottom, and mid way between these two.
DOI: 10.5281/zenodo.6397613
title: Understanding SQL Dialects and Testing Their Implementations

description: The artifact contains: The SQL test suite, which is the main contribution of our paper. A DuckDB database that contains all the raw data based on which we made our conclusions. The scripts used to generate the results as well as the tool to extract SQL statements from Java projects in the folder Artifact Files.
DOI: 10.5281/zenodo.6397612
title: Understanding SQL Dialects and Testing Their Implementations

description: The artifact contains: The SQL test suite, which is the main contribution of our paper. A DuckDB database that contains all the raw data based on which we made our conclusions. The scripts used to generate the results as well as the tool to extract SQL statements from Java projects in the folder Artifact Files.
DOI: 10.5281/zenodo.6397500
title: Robust biases in the estimation of passive yaw rotations

description: We investigated the ability to estimate passive self-motion perception with and without external auditory sources of information. In the first experiment (1a), auditory cues were automatically delivered, while in the second experiment (1b) participants themselves generated the auditory cues. Here we share the raw dataset from the two experiments.
DOI: 10.5281/zenodo.6397499
title: Robust biases in the estimation of passive yaw rotations

description: We investigated the ability to estimate passive self-motion perception with and without external auditory sources of information. In the first experiment (1a), auditory cues were automatically delivered, while in the second experiment (1b) participants themselves generated the auditory cues. Here we share the raw dataset from the two experiments.
DOI: 10.5281/zenodo.6397210
title: Flaky Test Prediction using GraphCode2Vec

description: Flakify_baseline.tar.gz is the baseline code from https://github.com/uOttawa-Nanda-Lab/Flakify , Please cite their work and it is not an official tar file. We put it here because we have to make sure they use the same dataset. They finetune CodeBERT 200 epochs in total data.tar.gz is the dataset for GraphCode2Vec and please decompress it in the root folder of the project. results_grid_search.tar.gz is the grid search results. GraphCode2Vec for Flaky, https://github.com/Marvinmw/Flaky
DOI: 10.5281/zenodo.6397209
title: Flaky Test Prediction using GraphCode2Vec

description: Flakify_baseline.tar.gz is the baseline code from https://github.com/uOttawa-Nanda-Lab/Flakify , Please cite their work and it is not an official tar file. We put it here because we have to make sure they use the same dataset. They finetune CodeBERT 200 epochs in total data.tar.gz is the dataset for GraphCode2Vec and please decompress it in the root folder of the project. results_grid_search.tar.gz is the grid search results. GraphCode2Vec for Flaky, https://github.com/Marvinmw/Flaky
DOI: 10.5281/zenodo.6396675
title: Capacity of % reduction conductivity from halophytes to mitigate salinity intrusion

description: Results from the experiment carried out in an-open air laboratory in Barcelona, Spain (Urban River Lab) in 12 channels where an halophyte specie (<em>Atriplex portulacoides</em>) was analyzed for their capacity to uptake salt in different salinity conditions.
DOI: 10.5281/zenodo.6396674
title: Capacity of % reduction conductivity from halophytes to mitigate salinity intrusion

description: Results from the experiment carried out in an-open air laboratory in Barcelona, Spain (Urban River Lab) in 12 channels where an halophyte specie (<em>Atriplex portulacoides</em>) was analyzed for their capacity to uptake salt in different salinity conditions.
DOI: 10.5281/zenodo.6396517
title: Causette: User-Controlled Rearrangement of Causal Constructs in a Code Editor — DATA

description: We provide here overall data for the first evaluation of Causette.
DOI: 10.5281/zenodo.6396516
title: Causette: User-Controlled Rearrangement of Causal Constructs in a Code Editor — DATA

description: We provide here overall data for the first evaluation of Causette.
DOI: 10.5281/zenodo.6279401
title: Deception Island database 2008-2015 (Jiménez-Morales et al. 2022)

description: Catalog of seismic events recorded at Deception Island volcano during 2008-2015 by the broadband seismic station DCP. Described in the related publication: Jiménez-Morales, V., Almendros, J., Carmona, E. (2022), Long-term evolution of the seismic activity preceding the 2015 seismic crisis at Deception Island volcano, Antarctica (2008-2015), Surveys in Geophysics, 43, https://doi.org/10.1007/s10712-021-09690-0
DOI: 10.5281/zenodo.6279400
title: Deception Island database 2008-2015 (Jiménez-Morales et al. 2022)

description: Catalog of seismic events recorded at Deception Island volcano during 2008-2015 by the broadband seismic station DCP. Described in the related publication: Jiménez-Morales, V., Almendros, J., Carmona, E. (2022), Long-term evolution of the seismic activity preceding the 2015 seismic crisis at Deception Island volcano, Antarctica (2008-2015), Surveys in Geophysics, 43, https://doi.org/10.1007/s10712-021-09690-0
DOI: 10.5066/p9azmeu0
title: Data used for developing a composite hydrogeologic framework for inclusion in a geoenvironmental assessment of undiscovered uranium resources in Pliocene- to Pleistocene-age geologic units of the Texas Coastal Plain

description: A previously completed mineral resources assessment of the Texas Coastal Plain indicated the potential for future discovery of uranium resources. Composite hydrogeologic frameworks can be used in geoenvironmental assessments as a tool to understand potential effects of mining operations. Data for a composite hydrogeologic framework are documented in this data release. The hydrogeologic framework focused on the composite hydrogeologic unit consisting of the upper part of the Miocene-age Fleming Formation/Lagarto Clay, Pliocene-age Goliad and Pleistocene-age Willis Sands, Pleistocene-age Lissie and Beaumont Formations, and Holocene-age alluvial sediments (fluvial alluvium and eolian sand deposits). This composite hydrogeologic unit, which contains the Chicot and Evangeline aquifers of the Gulf Coast aquifer system, is intended for inclusion in a regional-scale geoenvironmental assessment of undiscovered uranium resources where the actual uranium resource is not yet discovered, and therefore the location unknown. The larger work citation that accompanies this data release (Teeple and others, 2022) provides (1) a brief literature review describing the geologic and hydrogeologic settings, (2) the methodology used to develop a composite hydrogeologic framework, and (3) descriptions and maps of the land-surface altitude, composite hydrogeologic unit base and midpoint altitude and depth, water-level altitude, depth of water, unsaturated and saturated zone thickness, and transmissivity and hydraulic conductivity. A composite hydrogeologic unit, created by combining geologic and hydrogeologic data and maps for individual geologic and hydrogeologic units, is intended for use as a tool in a geoenvironmental assessment to evaluate potential contaminant migration through various avenues. Potential applications of the hydrogeologic framework to a geoenvironmental assessment include estimating (1) runoff-flow paths, (2) locations of infiltration, (3) groundwater-flow paths, and (4) rate of transport. Composite hydrogeologic unit properties such as land surface altitude, water-level altitude, depth of water, saturated zone thickness, transmissivity, and hydraulic conductivity provide physical indicators of the potential for transport of contaminants. The procedures outlined in the companion larger work citation (Teeple and others, 2022) provides a method for developing hydrogeologic frameworks that can be applied in other areas where mining may occur.
DOI: 10.18112/openneuro.ds003826.v3.0.1
title: Structural (t1) images of 113 young healthy adults; study of effects of chronotype on brain structure
DOI: 10.18434/mds2-2549
title: IACC.3 (Internet Archive Creative Commons) Video Dataset
DOI: 10.5517/ccdc.csd.cc29z5l2
title: CCDC 2144164: Experimental Crystal Structure Determination

description: Related Article: Y. Terasawa, T. Ohhara, S. Sato, S. Yoshida, T. Asahi|2022|Acta Crystallogr.,Sect.E:Cryst.Commun.|78|306|doi:10.1107/S2056989022000858
DOI: 10.6073/pasta/89270431d080e71b956cca3ab2d66995
title: SBC LTER: Ocean: Currents and Biogeochemistry: Moored CTD and ADCP data from Alegria Reef Mooring (ALE), ongoing since 1999

description: ADCP (Currents), CTD (Hydrography) and Optics data (Fluorescence, Beam Attenuation and Volume Scattering Function) were collected at Alegria in the Santa Barbara Channel (site ID: ALE). Data have been interpolated to a 20 minute interval. ADCP data are binned at a 1.0 meter interval, measured as height from the bottom to a maximum of 16 bins. All bins may not be filled, and in some cases, data from bins technically above the surface are included. VSF data are available at angles, 100, 125 and 150 degrees. CTD parameters include Pressure, Temperature, Conductivity, Salinity, Density and Fluorescence. The CTD array is located approximately 4.5 meters from the surface, and there are additional temperature thermistors near the CTD array, at the bottom, and mid way between these two.
DOI: 10.5281/zenodo.6399528
title: Python lab automation landscape catalog

description: This version contains all the useful original data, presented in a simple web page. Some more polishing is still necessary before this is appropriate for wider dissemination or contributions, therefore the pre-1.0 version tag.
description: Please cite this dataset using these metadata.
DOI: 10.5281/zenodo.6399527
title: Python lab automation landscape catalog

description: This version contains all the useful original data, presented in a simple web page. Some more polishing is still necessary before this is appropriate for wider dissemination or contributions, therefore the pre-1.0 version tag.
description: Please cite this dataset using these metadata.
DOI: 10.6073/pasta/5e0577aa2028dfc23a3333aa44fc5be6
title: SBC LTER: Ocean: Currents and Biogeochemistry: Moored CTD and ADCP data from Santa Barbara Harbor Mooring (SBH), ongoing since 1999

description: CTD (Hydrography) data were collected at Santa Barbara Harbor (site ID: SBH). Data have been interpolated to a 20 minute interval. The CTD data for this site are harvested from SCCOOS (http://sccoos.org/) and processed in Matlab.
DOI: 10.6084/m9.figshare.19469270
title: Interviews and group discussions with crisis and outbreak affected populations in the Democratic Republic of the Congo on handwashing determinants.

description: <b>Reserach overview: </b>The research associated with this dataset aimed to qualitatively explore whether the determinants of handwashing behaviour change during a cholera outbreak. We conducted an exploratory qualitative study involving interviews and group discussions. The transcipts of which are included in this dataset. <br><br><b>Study site descriptions: </b>The study took place Minova, in South Kivu in the DR Congo in October and Novermber 2017 during the peak of a large cholera outbreak. Minova is situated on the shore of Lake Kivu and the town of 200,000 people is a recognised cholera ‘hot spot’. It also hosts a large number of internally displaced persons (IDPs) who have fled armed conflict in neighbouring villages. This research included IDPs and Host community members. For the interviews participants were selected purposively based on their exposure to cholera. To do this we worked with health staff to identify cholera cases registered within the last three months. We also approached other households in the nearby vicinity to be part of the research, these households did not have recent personal experiences of cholera. FGD participants were sampled purposively to be similar in terms of gender, geographical regions and type of residence. <br><b>Reserach framework: </b> The research was informed by Behaviour Centred Design (BCD) which draws on evolutionary and environmental psychology to define domains of behaviour including cognitive processes, socio-demographic characteristics, the settings where behaviours take place (and the infrastructure, objects, norms, roles and routines that are associated with these settings) and the physical, social and contextual environment. 16 categories of determinants were pre-identified for exploration. <br><b>Research Methods:</b> In total 93 people took part in interviews and group discussions with 40% of these coming from households with one or more cholera cases in the last 3 months. 6 group discussions were completed involving 43 people. 6 participatory activities were included in the group discussions to explore current and past hygiene challenges, priorities, perceived risk, preceptions of cholera and preferences related to infrastructure and soap. 50 people participated in interviews. 9 participatory activities were used within the interviews to explore current and past hygiene challenges, water use, roles, routines, norms, motives, social networks, and contextual determinants. Full methods descriptions are included in the documents attached (at end). Interviews and FGDs were conducted in Congolese Swahili and as such there are some typos and grammatical errors in the English transcripts.
DOI: 10.6084/m9.figshare.19469846
title: Untitled Item

description: In this study, we analyzed bacterial and fungal communities in the rhizospheres of three ecotypes (dry, mesic, and wet) of dominant prairie grass, <i>Andropogon gerardii</i>.<i> </i>The ecotypes were established in 2010 in a common garden design and grown for a decade under persistent dry conditions at the arid margin of the species’ range in Colby Kansas.
DOI: 10.6084/m9.figshare.19469846.v1
title: Untitled Item

description: In this study, we analyzed bacterial and fungal communities in the rhizospheres of three ecotypes (dry, mesic, and wet) of dominant prairie grass, <i>Andropogon gerardii</i>.<i> </i>The ecotypes were established in 2010 in a common garden design and grown for a decade under persistent dry conditions at the arid margin of the species’ range in Colby Kansas.