cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.3427892
title: R script to produce final plots for the interpretation of the time series of daily metabolic estimates within a river reach

description: We describe the procedure for the consolidation of the daily metabolic rate estimates along with summary weather, reach and water derived data that may be used for the interpretation of the processes happening along the reach of interest. <br>Sections 1 and 2 of the R script define the working directory and read the file containing the time series of daily metabolic rate estimates for the study period (related variable: ´table1´). Section 3 converts to NAs the daily metabolic rates that are of bad quality. The considerations to do this are first, daily metabolic rate estimates for days in which the available number of DO or temperature data points were less than 65% of the maximum daily total (this criterion may be modified by the user) and second, daily outputs that reflect failure on model performance due to either reaeration rates much higher than metabolic processes or DO concentrations increasing during night time (these resulted in positive values of the estimated CR24 and/or negative values of GPP).<br>Section 4 reads the daily solar radiation and reference PAR estimates and together with the filtered metabolic rates conform the final results table (related variable: ´main1´). Next, in section 5, the script reads the daily averages of ancillary water data (turbidity and chlorophyll for our case) and appends them to the final results table (related variable: ´main 4´). In section 6 the script creates figures 2, 3, and 4 of the publication. Figure 2 presents stacked panels of time series of mean daily discharge, water temperature, and DO (daily maximum, minimum and range); figure 3 presents stacked panels of the daily metabolic estimates (GPP, CR24 and NDM) in the context of the flow dynamics of the reach; figure 4 presents the ancillary data that is expected to support the analysis of the daily metabolic rates within the reach (turbidity, chlorophyll and reference PAR). Finally, section 7 prints the final results table that contains all the daily variables for the period of analysis.
DOI: 10.6084/m9.figshare.3427892.v1
title: R script to produce final plots for the interpretation of the time series of daily metabolic estimates within a river reach

description: We describe the procedure for the consolidation of the daily metabolic rate estimates along with summary weather, reach and water derived data that may be used for the interpretation of the processes happening along the reach of interest. <br>Sections 1 and 2 of the R script define the working directory and read the file containing the time series of daily metabolic rate estimates for the study period (related variable: ´table1´). Section 3 converts to NAs the daily metabolic rates that are of bad quality. The considerations to do this are first, daily metabolic rate estimates for days in which the available number of DO or temperature data points were less than 65% of the maximum daily total (this criterion may be modified by the user) and second, daily outputs that reflect failure on model performance due to either reaeration rates much higher than metabolic processes or DO concentrations increasing during night time (these resulted in positive values of the estimated CR24 and/or negative values of GPP).<br>Section 4 reads the daily solar radiation and reference PAR estimates and together with the filtered metabolic rates conform the final results table (related variable: ´main1´). Next, in section 5, the script reads the daily averages of ancillary water data (turbidity and chlorophyll for our case) and appends them to the final results table (related variable: ´main 4´). In section 6 the script creates figures 2, 3, and 4 of the publication. Figure 2 presents stacked panels of time series of mean daily discharge, water temperature, and DO (daily maximum, minimum and range); figure 3 presents stacked panels of the daily metabolic estimates (GPP, CR24 and NDM) in the context of the flow dynamics of the reach; figure 4 presents the ancillary data that is expected to support the analysis of the daily metabolic rates within the reach (turbidity, chlorophyll and reference PAR). Finally, section 7 prints the final results table that contains all the daily variables for the period of analysis.
DOI: 10.6084/m9.figshare.3427880
title: Data from: Discussion of ‘A Bayesian multinomial regression model for paleoclimate reconstruction with time uncertainty’

description: It is a pleasure to be a discussant on this paper; one that exhibits the best of both applied statistics and cutting edge methodology. The authors should be congratulated for the clarity of their expression and I hope this paper reaches a wide audience of palaeoclimate scientists, statisticians and environmental scientists more generally. Palaeoclimate is important: it provides useful constraints on the speed at which the climate changes; it helps us learn more about the fragility of our existence (all human history is encompassed in a uniquely warm and stable climate), and provides a method by which to test our physics-based models which allow us to predict future climate change.<br>
DOI: 10.6084/m9.figshare.3427880.v1
title: Data from: Discussion of ‘A Bayesian multinomial regression model for paleoclimate reconstruction with time uncertainty’

description: It is a pleasure to be a discussant on this paper; one that exhibits the best of both applied statistics and cutting edge methodology. The authors should be congratulated for the clarity of their expression and I hope this paper reaches a wide audience of palaeoclimate scientists, statisticians and environmental scientists more generally. Palaeoclimate is important: it provides useful constraints on the speed at which the climate changes; it helps us learn more about the fragility of our existence (all human history is encompassed in a uniquely warm and stable climate), and provides a method by which to test our physics-based models which allow us to predict future climate change.<br>
DOI: 10.6084/m9.figshare.3427862
title: Data from 'The effect of particle properties on the depth profile of buoyant plastics in the ocean'

description: Dataset associated with Kooi et al (2016) article published in Scientific Reports.<br>If you have questions, contact Julia Reisser at jureisser@gmail.com
DOI: 10.6084/m9.figshare.3427862.v1
title: Data from 'The effect of particle properties on the depth profile of buoyant plastics in the ocean'

description: Dataset associated with Kooi et al (2016) article published in Scientific Reports.<br>If you have questions, contact Julia Reisser at jureisser@gmail.com
DOI: 10.6084/m9.figshare.3427853
title: Moral Scenarios Manipulating the Intention to Harm and the Outcome of the Action - Set 1

description: We provide here 64 moral scenarios manipulating the intention to harm of the protagonist (intention to harm vs. non intention to harm) and the outcome of his/her action (harmful outcome vs. no harm caused). The crossing of these two variables leads to neutral scenarios (no intention to harm and no harm caused), accidental harm scenarios (no intention to harm but harmful outcome), attempted harm scenarios (intention to harm but no harm caused) and intentional harm scenarios (intention to harm and harmful outcome). All 64 scenarios are written in 4 different versions to conform to the 4 types of scenarios.<br>These stimuli were used in the following study:<br>Leloup, L., Dongo Miletich, D., Andriet, G., Vandermeeren, Y., & Samson, D. (2016). Cathodal transcranial Direct Current Stimulation on the right Temporo-Parietal Junction modulates the use of mitigating circumstances during moral judgments.<i>Frontiers in Human Neuroscience, 10</i>, 355.<br><br>
DOI: 10.6084/m9.figshare.3427853.v1
title: Moral Scenarios Manipulating the Intention to Harm and the Outcome of the Action - Set 1

description: We provide here 64 moral scenarios manipulating the intention to harm of the protagonist (intention to harm vs. non intention to harm) and the outcome of his/her action (harmful outcome vs. no harm caused). The crossing of these two variables leads to neutral scenarios (no intention to harm and no harm caused), accidental harm scenarios (no intention to harm but harmful outcome), attempted harm scenarios (intention to harm but no harm caused) and intentional harm scenarios (intention to harm and harmful outcome). All 64 scenarios are written in 4 different versions to conform to the 4 types of scenarios.<br>These stimuli were used in the following study:<br>Leloup, L., Dongo Miletich, D., Andriet, G., Vandermeeren, Y., & Samson, D. (under revision). Cathodal transcranial Direct Current Stimulation on the right Temporo-Parietal Junction modulates the use of mitigating circumstances during moral judgments.<br><br>
DOI: 10.6084/m9.figshare.3427853.v2
title: Moral Scenarios Manipulating the Intention to Harm and the Outcome of the Action - Set 1

description: We provide here 64 moral scenarios manipulating the intention to harm of the protagonist (intention to harm vs. non intention to harm) and the outcome of his/her action (harmful outcome vs. no harm caused). The crossing of these two variables leads to neutral scenarios (no intention to harm and no harm caused), accidental harm scenarios (no intention to harm but harmful outcome), attempted harm scenarios (intention to harm but no harm caused) and intentional harm scenarios (intention to harm and harmful outcome). All 64 scenarios are written in 4 different versions to conform to the 4 types of scenarios.<br>These stimuli were used in the following study:<br>Leloup, L., Dongo Miletich, D., Andriet, G., Vandermeeren, Y., & Samson, D. (under revision). Cathodal transcranial Direct Current Stimulation on the right Temporo-Parietal Junction modulates the use of mitigating circumstances during moral judgments.<br><br>
DOI: 10.6084/m9.figshare.3427853.v3
title: Moral Scenarios Manipulating the Intention to Harm and the Outcome of the Action - Set 1

description: We provide here 64 moral scenarios manipulating the intention to harm of the protagonist (intention to harm vs. non intention to harm) and the outcome of his/her action (harmful outcome vs. no harm caused). The crossing of these two variables leads to neutral scenarios (no intention to harm and no harm caused), accidental harm scenarios (no intention to harm but harmful outcome), attempted harm scenarios (intention to harm but no harm caused) and intentional harm scenarios (intention to harm and harmful outcome). All 64 scenarios are written in 4 different versions to conform to the 4 types of scenarios.<br>These stimuli were used in the following study:<br>Leloup, L., Dongo Miletich, D., Andriet, G., Vandermeeren, Y., & Samson, D. (under revision). Cathodal transcranial Direct Current Stimulation on the right Temporo-Parietal Junction modulates the use of mitigating circumstances during moral judgments.<br><br>
DOI: 10.6084/m9.figshare.3427760
title: Drive-In Public Markets

description: This dataset was originally built by Richard Longstreth as he researched his book The Drive-In, The Supermarket, and the Transformation of Commercial Space in Los Angeles, 1914-1941, which was published in 1999 by MIT Press. At that time it included every drive-in public market that he knew of, mostly in LA but also in other California cities and a few in nearby southwest states.<br>He published the data to the Society of Architectural Historians website in 1999, which hosted it until 2004 according to Internet Archive.<br>With permission of Professor Longstreth I have transposed it into a data sheet in order to share as open data. I also added the drive-in markets that I have discovered in Seattle, and have added some additional data to previously known locations in the first version. I expect to continue to make revisions.
DOI: 10.6084/m9.figshare.3427760.v1
title: Drive-In Public Markets

description: This dataset was originally built by Richard Longstreth as he researched his book The Drive-In, The Supermarket, and the Transformation of Commercial Space in Los Angeles, 1914-1941, which was published in 1999 by MIT Press. At that time it included every drive-in public market that he knew of, mostly in LA but also in other California cities and a few in nearby southwest states.<br>He published the data to the Society of Architectural Historians website in 1999, which hosted it until 2004 according to Internet Archive.<br>With permission of Professor Longstreth I have transposed it into a data sheet in order to share as open data. I also added the drive-in markets that I have discovered in Seattle, and have added some additional data to previously known locations in the first version. I expect to continue to make revisions.
DOI: 10.6084/m9.figshare.3427754
title: Elevational Variation in Soil Amino Acid and Inorganic Nitrogen Concentrations in Taibai Mountain, China

description: Fig 1. Concentrations of the different extractable N forms (A), free amino acids (B) and different hydrolyzable N forms (C) in the thirteen sampled elevations. Error bars represent standard error (n=3). Fig 2. Concentrations of soil individual hydrolyzable amino acids in the thirteen sampled elevations. Error bars represent standard error (n=3). Fig 3. Elevational variations of the PC1 (A) and PC2 (B) score along a montane gradient. The best-fit lines, <i>F</i> values, goodness of fit (<i>r</i>) and <i>p</i>-values are provided. Fig 4. Simple linear regression of the relationships between the composition of individual amino acids contained in PC1 and elevation. The best-fit lines, <i>F</i> values, goodness of fit (<i>r</i>) and <i>p</i>-values are provided. Fig 5. Proportions of the neutral, basic, acidic, and sulfur amino acids accounting for soil total hydrolyzable amino acids in the thirteen sampled elevations. Fig 6. Elevational variations of the proportion of hydrolyzable amino acids that accounted soil total N content across the thirteen sampled elevations. The best-fit lines, <i>F</i> values, goodness of fit (<i>r</i>) and <i>p</i>-values are provided.
DOI: 10.6084/m9.figshare.3427754.v1
title: Elevational Variation in Soil Amino Acid and Inorganic Nitrogen Concentrations in Taibai Mountain, China

description: Fig 1. Concentrations of the different extractable N forms (A), free amino acids (B) and different hydrolyzable N forms (C) in the thirteen sampled elevations. Error bars represent standard error (n=3). Fig 2. Concentrations of soil individual hydrolyzable amino acids in the thirteen sampled elevations. Error bars represent standard error (n=3). Fig 3. Elevational variations of the PC1 (A) and PC2 (B) score along a montane gradient. The best-fit lines, <i>F</i> values, goodness of fit (<i>r</i>) and <i>p</i>-values are provided. Fig 4. Simple linear regression of the relationships between the composition of individual amino acids contained in PC1 and elevation. The best-fit lines, <i>F</i> values, goodness of fit (<i>r</i>) and <i>p</i>-values are provided. Fig 5. Proportions of the neutral, basic, acidic, and sulfur amino acids accounting for soil total hydrolyzable amino acids in the thirteen sampled elevations. Fig 6. Elevational variations of the proportion of hydrolyzable amino acids that accounted soil total N content across the thirteen sampled elevations. The best-fit lines, <i>F</i> values, goodness of fit (<i>r</i>) and <i>p</i>-values are provided.
DOI: 10.6084/m9.figshare.3427751
title: Men's Knowledge of Spousal Menstrual Cycles

description: This data was collected to assess the level of male involvement with spousal menstrual, ovulatory cycles and whether it has any significance with male involvement with participation in health issues/interventions.
DOI: 10.6084/m9.figshare.3427748
title: Policy Priorities of Clinton and Sanders Supporters

description: Data from the 2016 ANES Pilot Study.
DOI: 10.6084/m9.figshare.3427748.v1
title: Policy Priorities of Clinton and Sanders Supporters

description: Data from the 2016 ANES Pilot Study.
DOI: 10.6084/m9.figshare.3427682
title: Extraction Comparison PEAKS raw exports CSVs

description: PEAKS export files for bone protein extractions.<br>
DOI: 10.6084/m9.figshare.3427682.v1
title: Extraction Comparison PEAKS raw exports CSVs

description: PEAKS export files for bone protein extractions.<br>
DOI: 10.6084/m9.figshare.3427679
title: Fancy subplot grid

description: Jupyter notebook, and the figure it produces
DOI: 10.6084/m9.figshare.3427679.v1
title: Fancy subplot grid

description: Jupyter notebook, and the figure it produces
DOI: 10.6084/m9.figshare.3427637
title: ilsvrc-2012-batches

description: A few of the test batches for the ILSVRC-2012 dataset. The full dataset is available here for free: http://www.image-net.org/download-images. I have included these batches here for easy testing of my models without full registration.
DOI: 10.6084/m9.figshare.3427622
title: Extraction Comparison MS RAWs

description: RAW files from bone protein extractions.<br>
DOI: 10.6084/m9.figshare.3427622.v1
title: Extraction Comparison MS RAWs

description: RAW files from bone protein extractions.<br>
DOI: 10.6084/m9.figshare.3427619.v1
title: Videogames nas bibliotecas propostas e reflexoes.pdf

description: It aims to achieve through this work a theoretical study on the possible applications of videogames in libraries. We discuss what are the benefits from such practice, which services and resources in libraries and a proposal for treatment and recovery information existing in electronic games. In addition to addressing the challenges that appear to offer video games in libraries, the work also attempts to identify possible responses and examples of how to overcome these barriers.
DOI: 10.6084/m9.figshare.3427619.v2
title: Videogames nas bibliotecas: propostas e reflexões.pdf

description: It aims to achieve through this work a theoretical study on the possible applications of videogames in libraries. We discuss what are the benefits from such practice, which services and resources in libraries and a proposal for treatment and recovery information existing in electronic games. In addition to addressing the challenges that appear to offer video games in libraries, the work also attempts to identify possible responses and examples of how to overcome these barriers.
DOI: 10.6084/m9.figshare.3427598
title: MRI Parameters Maps

description: MRI parameters maps from skin from control and OI patients
DOI: 10.6084/m9.figshare.3427598.v1
title: MRI Parameters Maps

description: MRI parameters maps from skin from control and OI patients
DOI: 10.6084/m9.figshare.3427418
title: Genome-wide chromatin and gene expression profiling during memory formation and maintenance in adult mice. [Data Record 3: Immunoblotting]

description: <b>Description</b><br>The file contains the immunoblotting results for chromatin markers H3K9ac, H3K4me3, H3K27ac, H3K27me3 and H4K12ac for tissues ACC and CA1, and one immunoblotting result for CA1 neuronal H3K9ac for conditions Naive (N), context at 1h (C) and context-shock at 1h (CS). Each table contains the tested sample names (based on their condition), chromatin mark, immunoblot channel, number ID and signal strength, total, area and background. Each replicate had its signals compared between the chromatin mark and H4 signal immunoblotting, resulting in the ratio signal and standard deviation between the signals. The average signal for each condition N, C and CS and standard deviation of said signals were also recorded, and finally, some immunoblots run twice for the same chromatin mark had their averages and standard deviations calculated together.<br>
DOI: 10.6084/m9.figshare.3427418.v1
title: Genome-wide chromatin and gene expression profiling during memory formation and maintenance in adult mice. [Data Record X: immunoblotting]

description: <b>Description</b><br>The file contains the immunoblotting results for chromatin markers H3K9ac, H3K4me3, H3K27ac, H3K27me3 and H4K12ac for tissues ACC and CA1, and one immunoblotting result for CA1 neuronal H3K9ac for conditions Naive (N), context at 1h (C) and context-shock at 1h (CS). Each table contains the tested sample names (based on their condition), chromatin mark, immunoblot channel, number ID and signal strength, total, area and background. Each replicate had its signals compared between the chromatin mark and H4 signal immunoblotting, resulting in the ratio signal and standard deviation between the signals. The average signal for each condition N, C and CS and standard deviation of said signals were also recorded, and finally, some immunoblots run twice for the same chromatin mark had their averages and standard deviations calculated together.<br>
DOI: 10.6084/m9.figshare.3427418.v2
title: Genome-wide chromatin and gene expression profiling during memory formation and maintenance in adult mice. [Data Record 3: immunoblotting]

description: <b>Description</b><br>The file contains the immunoblotting results for chromatin markers H3K9ac, H3K4me3, H3K27ac, H3K27me3 and H4K12ac for tissues ACC and CA1, and one immunoblotting result for CA1 neuronal H3K9ac for conditions Naive (N), context at 1h (C) and context-shock at 1h (CS). Each table contains the tested sample names (based on their condition), chromatin mark, immunoblot channel, number ID and signal strength, total, area and background. Each replicate had its signals compared between the chromatin mark and H4 signal immunoblotting, resulting in the ratio signal and standard deviation between the signals. The average signal for each condition N, C and CS and standard deviation of said signals were also recorded, and finally, some immunoblots run twice for the same chromatin mark had their averages and standard deviations calculated together.<br>
DOI: 10.6084/m9.figshare.3427418.v3
title: Genome-wide chromatin and gene expression profiling during memory formation and maintenance in adult mice. [Data Record 3: immunoblotting]

description: <b>Description</b><br>The file contains the immunoblotting results for chromatin markers H3K9ac, H3K4me3, H3K27ac, H3K27me3 and H4K12ac for tissues ACC and CA1, and one immunoblotting result for CA1 neuronal H3K9ac for conditions Naive (N), context at 1h (C) and context-shock at 1h (CS). Each table contains the tested sample names (based on their condition), chromatin mark, immunoblot channel, number ID and signal strength, total, area and background. Each replicate had its signals compared between the chromatin mark and H4 signal immunoblotting, resulting in the ratio signal and standard deviation between the signals. The average signal for each condition N, C and CS and standard deviation of said signals were also recorded, and finally, some immunoblots run twice for the same chromatin mark had their averages and standard deviations calculated together.<br>