cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/85cbmzvzd4.1
title: supplementary annex

description: The dataset contains raw and calculated data in plots sampled in Nyungwe forest. The research hypothesis was to find out the recent vegetation structure after wildfires occurred in this forest between 1997 and 1998 which created large canopy gaps and clearings which enabled the establishment of light tolerant species such as Pteridium aquilinum and quickly colonized the burnt areas . The dataset consists of spreadsheet in excel containing species and families composition, presence-absence field observations ( 0/1) , number of individuals of each species and its relative frequency. The presence/ absence observations were improved not only to calculate the number of individuals and relative frequency but also were used to delineate communities indices by using MVSP ( Multiavaiates statistical package) software and calculate species diversity indices by using Shannon-Weiner formula of the same software . Species composition was improved to compare the post fire vegetation and the previous one. Grouping communities was improved to look at which species associated with the dominant Pteridium species in communities. Diversity indices were calculated to evaluate species index, evenness and richness in each plot and then each community. With these results, we came out with conclusion after comparison of individualized communities and the vegetation was attributed. Any researcher of data is allowed to use other programming language for any purpose of research hypothesis different from mine.
DOI: 10.17632/86yrzx7sfb.1
title: Activation of clustered IFNγ target genes drives cohesin-controlled transcriptional memory. Siwek et al
DOI: 10.17632/rhgk26ngs8.1
title: The multi-depot vehicle routing problem with profit fairness

description: This data is generated in order to investigate the multi-depot vehicle routing problem with profit fairness (MDVRP-PF), a bi-objective optimization problem that adds a fairness objective function to the classical cost minimization function. By studying the MDVRP-PF , we explore the effects of integrating fairness in the optimization process.In order to perform the desired experiments, artifcial MDVRP-PF instances are generated. These instances represent different configurations that could be suitable for carrier coalitions, especially with respect to customer locations and stand-alone revenue share of each carrier. In this sense, we differentiate between two types of customer locations (clustered vs. uniform) and two types of initial revenue share distribution (balanced vs. unbalanced). In clustered instances customers are placed closer to the depots of the carriers, while being randomly located in the uniform type. Both types represent possible realistic situations, where partners are located in different distant industrial/commercial regions or within the same urban area. Regarding revenue share, in balanced instances, all carriers contribute a similar amount of revenue. Contrarily, in unbalanced instances, notable differences exist in the initial revenues contributed by each carrier. For each pair of location-revenue share configurations (from now on coded as C B, C U, U B and U U), we generate a set of instances. Each set contains three instances of different sizes: 2 depots and 100 customers (2D 100C), three depots and 150 customers (3D 150C), and four depots and 200 customers (4D 200C). To keep simplicity of the experiments, all customers have the same demand (10) and the same revenue (100).
DOI: 10.17632/g7x5nvj9d2.1
title: Prothrombotic Hemostasis Disturbances in Patients with Severe COVID-19

description: The aim of this prospective observational study was to describe the longitudinal changes in hemostasis parameters assessed daily in 21 COVID-19 patients during their intensive care unit (ICU) stay. Our main findings were that (i) daily standard measurements consistent with a prothrombotic state persisted over the first days and improved thereafter, but did not normalize in all patients; (ii) increased thrombin potential (hypercoagulability) and decreased fibrinolysis were frequent and (iii) a high inter-patient variability was observed.
DOI: 10.17632/hct95nx3t8.1
title: Decoding_Mechanosensation

description: This data accompanies von Buchholtz et al. cell_info.csv: each row corresponds to a mechanoresponsive trigeminal ganglion cell and contains information about in situ hybridization (ISH) results for each probe (0 = negative, 1 = positive, 0.5 = weak), resulting transcriptomic cell class (C1-13,nd = not determined), basic statistics of GCamp traces (STAT), response peak to various stimuli (MAX), response peak to combinations of stimuli (COMB), ratios between response peaks of different stimuli (RATIO), resulting functional category ('profile') cell_traces.csv: GCamp traces (df/f) for the same cells imaged at 5Hz while stimulated by airpuff, vibration, brush, hairpull, pinch (200 timepoints each) calb2cre_allcells.csv: GCamp traces (df/f) from Calb2Cre/RSL-GCaMP mice imaged at 5Hz while stimulated by airpuff, brush with the grain, brush against the grain, hairpull, pinch and vibration (200 timepoints each). 4pinches_wt.csv: GCamp traces (df/f) for cells from 4 ganglia imaged at 5Hz while stimulated by brush and 4 pinches on a straight line 1mm apart (200 timepoints each).
DOI: 10.17632/rxg2kt2wjv.1
title: Trace metal contents in fish from Korle Lagoon and Accra markets, Ghana.
DOI: 10.17632/9p8wrhzh9w.1
title: LINF_010010100

description: long chain fatty acid CoA ligase
DOI: 10.17632/6bmn5jf3fv.1
title: Data for: Lanthanum compounds-modified rectorite composites for highly efficient phosphate removal from wastewater

description: raw data
DOI: 10.17632/bhyvpjwbzp.2
title: Impact of Couple Conflict and Mediation on How Romantic Partners Are Seen: a fMRI study

description: Previous studies on romantic love have reported increased neural activity in the brain’s reward circuitry. To date, the extent to which this activity is modulated by couple conflict in general and mediated couple conflict in particular, is unknown. Our study, and the present dataset, seeked to fill this gap by randomly assigning 36 romantic heterosexual couples to a mediated or non-mediated conflict discussion. Before and after the conflict discussion, we acquired self-reports and functional neuroimaging data in response to a picture of the romantic partner versus an unknown person. Self-reports indicate that mediation increases conflict resolution, satisfaction about the contents and process of the discussion and decreases levels of remaining disagreement. Pre-conflict neuroimaging results replicate previous studies on romantic love, showing activations in the striatum, insula, anterior and posterior cingulate gyrus, orbitofrontal cortex, hippocampus, temporal and occipital poles and amygdala when viewing the romantic partner versus an unknown person. The general effect of conflict on neural activations in response to the romantic partner across both conditions consisted of deactivations in the striatum, insula, thalamus, precuneus and ventral tegmental area. Small volume correction analyses revealed that participants in the mediated condition trended towards having greater activation in the nucleus accumbens than participants in the non-mediated condition when looking at the romantic partner versus the unknown after the conflict discussion. Parametric modulation analyses also revealed greater activity in the nucleus accumbens when viewing the romantic partner versus the unknown for participants who felt more satisfied after the conflict resolution. Our results illustrate that mediation improves conflict resolution and is associated with increased activity in the nucleus accumbens, a key region in the brain’s reward circuitry.
DOI: 10.17632/sf2f2v6v7f.1
title: LINF_010009800

description: long chain fatty acid-CoA ligase
DOI: 10.17632/m6c29dskc7.1
title: Protein dataset of immortalized keratinocyte HaCaT cells and normal human keratinocytes

description: Protein profiles of normal human keratinocytes and keratinocytes HaCaT are available in the form of “*.raw” and “*.txt” data that can be further processed by researchers using their own bioinformatics algorithms and analyzed together with their own data
DOI: 10.17632/bhyvpjwbzp.3
title: Impact of Couple Conflict and Mediation on How Romantic Partners Are Seen: a fMRI study

description: Previous studies on romantic love have reported increased neural activity in the brain’s reward circuitry. To date, the extent to which this activity is modulated by couple conflict in general and mediated couple conflict in particular, is unknown. Our study, and the present dataset, seeked to fill this gap by randomly assigning 36 romantic heterosexual couples to a mediated or non-mediated conflict discussion. Before and after the conflict discussion, we acquired self-reports and functional neuroimaging data in response to a picture of the romantic partner versus an unknown person. Self-reports indicate that mediation increases conflict resolution, satisfaction about the contents and process of the discussion and decreases levels of remaining disagreement. Pre-conflict neuroimaging results replicate previous studies on romantic love, showing activations in the striatum, insula, anterior and posterior cingulate gyrus, orbitofrontal cortex, hippocampus, temporal and occipital poles and amygdala when viewing the romantic partner versus an unknown person. The general effect of conflict on neural activations in response to the romantic partner across both conditions consisted of deactivations in the striatum, insula, thalamus, precuneus and ventral tegmental area. Small volume correction analyses revealed that participants in the mediated condition trended towards having greater activation in the nucleus accumbens than participants in the non-mediated condition when looking at the romantic partner versus the unknown after the conflict discussion. Parametric modulation analyses also revealed greater activity in the nucleus accumbens when viewing the romantic partner versus the unknown for participants who felt more satisfied after the conflict resolution. Our results illustrate that mediation improves conflict resolution and is associated with increased activity in the nucleus accumbens, a key region in the brain’s reward circuitry.
DOI: 10.17632/npt3fjdzt4.1
title: Skin substitutes for the treatment of chronic wounds in cancer patients: a retrospective case series

description: Supplemental Table 1. Additional patient and treatment data
DOI: 10.17632/dcj3yvzybr.2
title: Global horizontal irradiance forecasting code and data

description: This dataset contains the code, data and results obtained by forecasting the GHI using a deep neural network. There are four main folders in the project: code, data, models and logdir. Data This folder contains all the data used from the two studied locations: UJI (latitude=39.99º, longitude=-0.06º) and La Celle (latitude=40.4º, longitude=6.0º). Sorted by year, month and day, each location has three kinds of data: • The files named as just a number are 151x151 irradiance estimates matrices centered in the same location obtained from http://msgcpp.knmi.nl. • The files named Real_ are the irradiance measurements at the location • The files named CopernicusClear_ are the clear sky estimates from the CAMS McClear model Each file contains the 96 15-minute samples for the same day in Matlab format and UTC time. Code All the python scripts used to train the neural networks and perform the forecasts. The main files are: • tf1.yml: List of the modules and versions used. A clean Anaconda environment created from this file can run all the code in the project. • learnRadiation.py: The script to train a new model. Changing the variables “paper_model_name” and “location”. The first variable selects the kind of model to fit and the second one the training location. • predictOnly.py: Loads a trained model and performs the forecast. Notice that the model and location must match the ones used to train the model stored in the “training_path” folder Models This folder contains all the trained models and their forecasting results. There is also a training folder to contain the last trained model. Logdir This folder stores Tensorboard files during training
DOI: 10.17632/v8b7zsrbdv.1
title: Data for "Professional Socialization from the Perspective of Female Surgeons: Challenges and Career Achievements" published by RAC-Revista de Administração Contemporânea

description: The aim of the study of this database was to understand how professional socialization of female surgeons occurs, with an emphasis on gender and work relationships. This database contains two files: 1 - Collection instrument with a questionnaire applied to surgeons; 2 - Codes - Output - Atlas.ti. Data are in Portuguese.
DOI: 10.17632/prj42z9rxr.1
title: Data for: Influence of hydrothermal synthesis conditions on morphology and sorption properties of porous aluminosilicates of kaolin group

description: X-ray patterns of natural halloysite and synthetic aluminosilicate and their formamide intercalated forms.
DOI: 10.17632/v2b29nnkrm.1
title: Data for: U-Pb zircon chronology and petrogenesis of the Late Cretaceous I-type granitoids in arc setting, Eastern Pontides, NE Turkey

description: It contains the microprobe results of the presented article.
DOI: 10.17632/ntjh6ddgkp.1
title: Data for: Advanced hydrological stream flow simulation in a watershed using adjusted radar-rainfall estimates as meteorological input data

description: Research data #1 file contains rainfall measurements at an AWS site and 25 rain gauges during 12 rainfall events to identify representativeness of the AWS measurement for its catchment. Research data #2 file shows comparison between rainfall measurements and radar-rainfall estimates. Research data #3 file includes four simulated results for flow rates at outlets of a tributary and entire watershed using ground rainfall measurements and radar-rainfall estimates as meteorological input data.
DOI: 10.17632/jw2svtnftv.1
title: Supplementary dataset for "Improved 3-D P Wave Azimuthal Anisotropy Structure beneath the Tokyo Metropolitan Area, Japan: New interpretations of the Dual Subduction System Revealed by Seismic Anisotropy"

description: Here, we provide supporting information for (1) the seismic data used in this study, (2) the checkerboard resolution test (CRT), and (3) the geological interpretation of the tomography images. Contents: (1)-1 List of locations of seismic stations used in this study. (1)-2 Comparison of initial vs relocated (following the 1-D simultaneous inversion) earthquake hypocentre locations (Figure S1). (2) Given and resultant isotropic and anisotropic velocity structures of the checker board resolution test (Figure S2). (3) Geological interpretation of the isotropic and anisotropic velocity structure. (Figure S3).
DOI: 10.17632/vd7fms9rwp.1
title: Data for: Ionic Additive in an Ionogel for a Large Area Long Lived High Contrast Electrochromic Device

description: The raw data for all the graphical figures (Figures1-4 and Figure S1) is provided.
DOI: 10.17632/3msrk6xn3h.1
title: Data for: Understanding Videos at Scale: How to Extract Insights for Business Research

description: Python Code for Video Mining
DOI: 10.17632/3sksmy5jdr.1
title: Data for: Seismic structure and tectonics of the continental wedge overlying the source region of the Iquique Mw8.1 2014 earthquake

description: PICTURES Data
DOI: 10.17632/5pxctwjmnx.1
title: Impacto en la salud física y mental

description: archivos, artículos, investigaciones sobre la salud física y mental de los estudiantes en la educación virtual
DOI: 10.17632/jzzt3bf64y.1
title: Data for: Influence of hydrothermal synthesis conditions on morphology and sorption properties of porous aluminosilicates of kaolin group

description: SEM images of a sample synthesized under a patent (Robson and La, 1979) (220 oC, 3 days synthesis).
DOI: 10.17632/gk9njn3pth.1
title: CORD-19 SciSpaCy Entity Dataset

description: Dataset of biomedical entities extracted from the CORD-19 dataset (2020-08-28 and 2020-09-28) using trained NER (trained against CRAFT, JNLPBA, BC5CDR, and BioNLP) and NERL models (UMLS, MeSH, GO, HPO, and RxNorm) from the SciSpaCy project, provided as structured Parquet files. Dataset may be useful for downstream tasks around entity linking and relationship extraction. The work was carried out using Dask on the Saturn Cloud platform, and was a joint effort between Elsevier Labs and Saturn Cloud. Dataset available at: s3://els-labs-website/cord19-scispacy-entities/
DOI: 10.17632/5xstw97975.1
title: Transcriptomic dataset of cultivated (Sesamum indicum), wild (S. mulayanum), and interspecific hybrid sesame in response to induced Macrophomina phaseolina infection

description: Supplementary materials for the article
DOI: 10.17632/97zskwk2xn.1
title: Data for: Effect of solvents on the direct intercalation of decylamine into H-octosilicate

description: Original XRD data of samples
DOI: 10.17632/bhyvpjwbzp.1
title: Impact of Couple Conflict and Mediation on How Romantic Partners Are Seen: a fMRI study

description: Previous studies on romantic love have reported increased neural activity in the brain’s reward circuitry. To date, the extent to which this activity is modulated by couple conflict in general and mediated couple conflict in particular, is unknown. Our study, and the present dataset, seeked to fill this gap by randomly assigning 36 romantic heterosexual couples to a mediated or non-mediated conflict discussion. Before and after the conflict discussion, we acquired self-reports and functional neuroimaging data in response to a picture of the romantic partner versus an unknown person. Self-reports indicate that mediation increases conflict resolution, satisfaction about the contents and process of the discussion and decreases levels of remaining disagreement. Pre-conflict neuroimaging results replicate previous studies on romantic love, showing activations in the striatum, insula, anterior and posterior cingulate gyrus, orbitofrontal cortex, hippocampus, temporal and occipital poles and amygdala when viewing the romantic partner versus an unknown person. The general effect of conflict on neural activations in response to the romantic partner across both conditions consisted of deactivations in the striatum, insula, thalamus, precuneus and ventral tegmental area. Small volume correction analyses revealed that participants in the mediated condition trended towards having greater activation in the nucleus accumbens than participants in the non-mediated condition when looking at the romantic partner versus the unknown after the conflict discussion. Parametric modulation analyses also revealed greater activity in the nucleus accumbens when viewing the romantic partner versus the unknown for participants who felt more satisfied after the conflict resolution. Our results illustrate that mediation improves conflict resolution and is associated with increased activity in the nucleus accumbens, a key region in the brain’s reward circuitry.
DOI: 10.17632/ktmb8h4ncf.1
title: Data for: Atypical myelinogenesis and reduced axon caliber in the Scn1a variant model of Dravet syndrome: An electron microscopy pilot study of developing and mature mouse corpus callosum.
DOI: 10.17632/9mmspfb3zj.1
title: Data for: Isotope Chemometrics Determines Farming Methods and Geographical Origin of Vegetables from Yangtze River Delta Region, China
DOI: 10.17632/p5yctdywbc.1
title: Data for: Best response dynamics improve sustainability and equity outcomes in common-pool resources problems, compared to imitation dynamics

description: Source code for running all simulations
DOI: 10.17632/r5tfvj35p3.17
title: Data for: Adolescent Aggression and Violent Video Games: The role of moral disengagement and parental rearing patterns

description: Data for: Adolescent Aggression and Violent Video Games: The role of moral disengagement and parental rearing patterns boys=1, girls=2.
DOI: 10.17632/vp6k4zhvr7.1
title: Data for: Simulation of Settling Velocity and Motion of Particles in Drilling Operation
DOI: 10.17632/gwdh2tthmn.1
title: Data for: PLANT PRODUCTION AND FUNCTIONAL CHARACTERIZATION OF CATFISH INTERLEUKIN-22 AS A NATURAL IMMUNE STIMULANT FOR AQUACULTURE FISH

description: Gene expression and cell proliferation data of channel catfish ovary fibroblasts treated with recombinant catfish interleukin 22
DOI: 10.17632/hjbsn4h77c.1
title: Data for: Phylogenomics within the Anthonotha clade (Detarioideae, Leguminosae) reveals a high diversity in floral trait shifts and a general trend towards organ number reduction

description: Peptide sequences of six Legumes used in the design of the exome capture in Detarioideae Sequences of the targeted regions used to develop the bait
DOI: 10.17632/x5z98g7mz7.1
title: Data for: Foundations for High-Order, Conservative Cut-Cell Methods: Stable Discretizations on Degenerate Meshes

description: See Appendix C.
DOI: 10.17632/r5tfvj35p3.18
title: Data for: Adolescent Aggression and Violent Video Games: The role of moral disengagement and parental rearing patterns

description: Data for: Adolescent Aggression and Violent Video Games: The role of moral disengagement and parental rearing patterns boys=1, girls=2.
DOI: 10.17632/tdypkrz755.1
title: Data for: Night Sky Brightness Monitoring Network in Wuxi, China

description: These data reflect night sky brightness in the areas where the monitoring stations are located. The brightness of the night sky is an important factor in astronomical observation, which is also closely related to the local environment and economic development level.
DOI: 10.17632/zyn8yv9gtm.1
title: Data for: Ionic Additive in an Ionogel for a Large Area Long Lived High Contrast Electrochromic Device
DOI: 10.6084/m9.figshare.13114571
title: R0310_20191108a_videos

description: Rat 0310, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.5281/zenodo.4108333
title: memorability project

description: rawdata of the memorability project
DOI: 10.5281/zenodo.4108332
title: memorability project

description: rawdata of the memorability project
DOI: 10.6084/m9.figshare.13066910
title: A non enveloped arbovirus released in lysosome-derived extracellular vesicles induces super infection exclusion

description: CSV files and jupyter notebooks containing the underlying numerical data and statistical analysis for the figures 1 to 5 and supplemental figures S1 to S3<br>
DOI: 10.6084/m9.figshare.13066910.v1
title: A non enveloped arbovirus released in lysosome-derived extracellular vesicles induces super infection exclusion

description: CSV files and jupyter notebooks containing the underlying numerical data and statistical analysis for the figures 1 to 5 and supplemental figures S1 to S3<br>
DOI: 10.14278/rodare.24
title: Data for publication

description: Raw data, lineouts and fits for the publication
DOI: 10.14278/rodare.23
title: Data for publication

description: Raw data, lineouts and fits for the publication