cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.4119/unibi/2934220
title: RNA-Seq read coverage depth of splice sites in fungi

description: RNA-Seq reads of 28 fungal species were mapped to the corresponding genome sequence. The coverage around splice sites within the protein coding sequence of genes is listed. Each line represents one intron within a protein coding sequence. Species name and gene ID are provided in the first two columns. Next, the number of reads mapped to the very 3' end of the upstream exon, 5' and 3' ends of the intron, and the very 5' end of the downstream exon are given. The last two columns provide the terminal dinucleotide sequences of an intron. This analysis was performed according to Pucker & Brockington, 2018 (https://doi.org/10.1186/s12864-018-5360-z) using Python scripts reported therein (https://doi.org/10.5281/zenodo.2586989). Analysed species: Alternaria_alternata, Aspergillus_brasiliensis_CBS_101740, Aspergillus_calidoustus, Aspergillus_fumigatus_Af293, Aspergillus_niger, Candida_albicans_SC5314, Cryptococcus_neoformans_var_neoformans_JEC21, Fomitopsis_pinicola_FP_58527_SS1, Fusarium_graminearum_PH_1, Fusarium_oxysporum_f_sp_lycopersici_4287, Fusarium_pseudograminearum_CS3096, Gaeumannomyces_tritici_R3_111a_1, Kalmanozyma_brasiliensis_GHG001, Kluyveromyces_lactis, Komagataella_phaffii_GS115, Magnaporthe_oryzae_70_15, Neurospora_crassa_OR74A, Penicillium_chrysogenum, Pichia_kudriavzevii, Pyrrhoderma_noxium, Saccharomyces_cerevisiae_S288C, Saccharomyces_eubayanus, Schizosaccharomyces_pombe, Torulaspora_delbrueckii, Yarrowia_lipolytica_CLIB122, Zygosaccharomyces_parabailii, Zygosaccharomyces_rouxii, Zymoseptoria_tritici_IPO323
DOI: 10.21227/xbfy-4k45
title: Holoscopic 3D Micro-Gesture Database

description: HoMG database was recorded using a holoscopic 3D camera, which have 3 conventional gestures from 40 participants under different settings and conditions. The principle of holoscopic 3D (H3D) imaging mimics fly’s eye technique that captures a true 3D optical model of the scene using a microlens array. For the purpose of H3D micro-gesture recognition. HoMG database has two subsets. The video subset has 960 videos and the image subset has 30635 images, while both have three type of microgestures (classes). Each subset has been devided into three partitions: training set, validation set and testing set where there is not overlap between them in term of the subjects. The database has been used for Holoscopic Micro-Gesture Recognition Challenge 2018 (HoMGR 2018) that was held at IEEE Face & Gesture 2018 (FG2018 ) - Xi'an, China, 15-19th May 2018 (https://fg2018.cse.sc.edu/Challenges.html). The database is now public available for wider research community in the research areas of holoscopic 3D image processing, machine learning for gesture recognition and its application in AR and VR.
DOI: 10.21227/37kw-6v91
title: Holoscopic 3D Micro-Gesture Database

description: HoMG database was recorded using a holoscopic 3D camera, which have 3 conventional gestures from 40 participants under different settings and conditions. The principle of holoscopic 3D (H3D) imaging mimics fly’s eye technique that captures a true 3D optical model of the scene using a microlens array. For the purpose of H3D micro-gesture recognition. HoMG database has two subsets. The video subset has 960 videos and the image subset has 30635 images, while both have three type of microgestures (classes). Each subset has been devided into three partitions: training set, validation set and testing set where there is not overlap between them in term of the subjects. The database has been used for Holoscopic Micro-Gesture Recognition Challenge 2018 (HoMGR 2018) that was held at IEEE Face & Gesture 2018 (FG2018 ) - Xi'an, China, 15-19th May 2018 (https://fg2018.cse.sc.edu/Challenges.html). The database is now public available for wider research community in the research areas of holoscopic 3D image processing, machine learning for gesture recognition and its application in AR and VR.
DOI: 10.21227/njw4-8190
title: Holoscopic 3D Micro-Gesture Database

description: HoMG database was recorded using a holoscopic 3D camera, which have 3 conventional gestures from 40 participants under different settings and conditions. The principle of holoscopic 3D (H3D) imaging mimics fly’s eye technique that captures a true 3D optical model of the scene using a microlens array. For the purpose of H3D micro-gesture recognition. HoMG database has two subsets. The video subset has 960 videos and the image subset has 30635 images, while both have three type of microgestures (classes). Each subset has been devided into three partitions: training set, validation set and testing set where there is not overlap between them in term of the subjects. The database has been used for Holoscopic Micro-Gesture Recognition Challenge 2018 (HoMGR 2018) that was held at IEEE Face & Gesture 2018 (FG2018 ) - Xi'an, China, 15-19th May 2018 (https://fg2018.cse.sc.edu/Challenges.html). The database is now public available for wider research community in the research areas of holoscopic 3D image processing, machine learning for gesture recognition and its application in AR and VR.
DOI: 10.21227/hrtd-a628
title: Holoscopic 3D Micro-Gesture Database

description: Holoscopic micro-gesture recognition (HoMG) database was recorded using a holoscopic 3D camera, which have 3 conventional gestures from 40 participants under different settings and conditions. The principle of holoscopic 3D (H3D) imaging mimics fly’s eye technique that captures a true 3D optical model of the scene using a microlens array. For the purpose of H3D micro-gesture recognition. HoMG database has two subsets. The video subset has 960 videos and the image subset has 30635 images, while both have three type of microgestures (classes). Each subset has been divided into three partitions: training set, development set and testing set where there is not overlap between them in term of the subjects. The database has been used for Holoscopic Micro-Gesture Recognition Challenge 2018 (HoMGR 2018) that was held at IEEE Face & Gesture 2018 (FG2018) - Xi'an, China, 15-19th May 2018 (https://fg2018.cse.sc.edu/Challenges.html). The database is now publicly available for wider research communities in the research areas of holoscopic 3D image processing, machine learning for gesture recognition and its application in AR and VR.
DOI: 10.25919/mqzg-cr87
title: Parkes observations for project P990 semester 2020APRS_01

description: The only published instance of natural, fast-switching, stimulated OH emission was observed toward PSR B1641-45. Without having to move the beam, the natural ON and OFF signals in the time-domain from a pulsar were successfully utilized as a unique tool for probing microphysics as well as ISM structures. The amplification of pulsar photons by intervening gas, presumably with non-LTE excitation, also demonstrate a feasible principle for interstellar communication by extraterrestrial intelligence. Recently, we have carried out systematic studies of OH and CH ?-doubling transitions, showing that they both well trace the so-called “dark-molecular-gas”. The similarity in their astrochemical conditions, distribution, and energy level structures, motivate us to try to detect stimulated emission in CH, toward a small sample of sources showing OH absorption against pulsars. If successful, this will be the 2nd such detection as well as the first in a species other than OH. We have successfully processed UWL baseband data to confirm Weisberg et al. (2005) results with potential new results, and thus confident of the feasibility of the proposed observations. We thus propose to obtain emission, absorption, and stimulated emission of HI, OH, and CH, simultaneously. A combined analysis of stimulated emission (or non-detection) with multiple other emission/absorption components in the Parkes beam, will significant improve our understanding of ISM.
DOI: 10.6084/m9.figshare.13487487
title: Numerical data for: The future life span of Earth's oxygenated atmosphere

description: Earth’s modern atmosphere is highly oxygenated, representing an important remotely detectable signal of a surface biosphere. However, it is unclear whether Earth’s well-oxygenated atmosphere will persist into the far future, a question with significant ramifications for both planetary evolution on Earth and the search for life beyond our solar system. Here, we present numerical data obtained from a simple Earth System Model. The sensitivity experiment folder summarizes numerical data of the reference run and several sensitivity experiments. Monte Carlo simulation folders contains the big data obtained by a statistical analysis.
DOI: 10.15161/oar.it/73363
title: CovidStat project data

description: This record contains the daily updated data of the CovidStat project. CovidStat is a project carried out by the CovidStat Working Group at INFN, whose creation was promoted within the Italian National Institute of Nuclear Physics with the aim of making a statistical analysis of the data provided daily by the Civil Protection on the spread of the pandemic in Italy. CovidStat data can interactively be browsed at https://covid19.infn.it.
description: The software to process this Root TTree is in the related identifier. Be sure to use the right corresponding version, based on the data in which Root TTree was generated.
DOI: 10.5281/zenodo.4394055
title: Seed germination data of Lilium pomponium

description: Gernìmination data of seeds of Lilium pomponium
DOI: 10.5281/zenodo.4394054
title: Seed germination data of Lilium pomponium

description: Gernìmination data of seeds of Lilium pomponium
DOI: 10.17632/v5rdprrcdb.1
title: LINF_050013200

description: MYND zinc finger (ZnF) domain-like protein; Leishmania infantum
DOI: 10.17632/ffgjykwzcv.1
title: LINF_050013100

description: mt-SAF19; Leishmania infantum
DOI: 10.17632/t4rt98ykj5.1
title: Observations made during experimentation on SAH with encapsulated PCM on its absorber plate

description: A double pass packed bed solar air heater attached with encapsules filled with paraffin wax on its absorber plate is experimentally tested. Encapsules in circular and square cross sections in staggered and inline grid arrangements are used. Mass flow rate of air is changed to 0.00879 to 0.01484 kg/s. The absorber plate with cylindrical capsules in staggered arrangement was attached to SAH on the first day of the experiment and the blower was operated to supply air at a mass flow rate of 0.01484 kg/s. The direct solar radiation was recorded by placing solar power meter (WACO TM-206) perpendicular to the upper glass of the experimental setup. Thermocouples placed at different locations of SAH were connected to a multi-point temperature indicator to manually record temperatures at respective locations. The blower was allowed to run continuously for 30 minutes for each reading to ensure steady-state conditions are attained. Observations were recorded at every 5 minutes within these 30 minutes of time interval. PCM inside the capsules are charged during daytime from 9.45 a.m. to 2.15 p.m. The temperature of the air at SAH inlet and exit, temperatures of packed bed, absorber plate, lower glass, upper glass and PCM in capsules were manually recorded. In between 2.20 p.m. to 4.20 p.m, blower was switched off and the experimental setup was completely placed under insulation covers to minimize the heat loss to the surroundings. After 4.20 p.m. insulation covers were removed and blower was switched on to supply the air. This time PCM discharges stored heat to the air flowing over the capsules. The experiment for discharging process was conducted between 4.20 p.m. to 5.40 p.m. The temperature of the air at SAH inlet and exit, temperatures of packed bed, absorber plate, lower glass, upper glass and PCM in capsules were once again manually recorded.
DOI: 10.17632/bsfptwwj2y.1
title: 2006 Suncook River Avulsion Data

description: Data archive utilized in article "Decadal-scale evolution of the 2006 Suncook River avulsion, New Hampshire, USA." by Wittkop and Perignon 2021 (https://doi.org/10.1016/j.geomorph.2020.107572). Data originally obtained from public agencies, principally the New Hampshire Geological Survey, N.H. Department of Environmental Services, and the U.S. Geological Survey. Selected reports and documents related to the avulsion event are also archived here. Please see Wittkop and Perignon 2021 for full discussion of these data and their original sources.
DOI: 10.17632/f9m85ptmvc.3
title: Dataset for Efficient Microbes Classification System

description: It is a dataset for ten different micro-forms of life (Spirogyra, Volvox, Pithophora, Yeast, Raizopus, Penicillum, Aspergillus sp, Protozoa, Diatom, Ulothrix). It has been created for building a classification model for automatic identification. Following are the features along with their descriptions which are extracted from the microscopic images. 1. Solidity: It is the ratio of area of an object to the area of a convex hull of the object. Computed as Area/ConvexArea. 2. Eccentricity: The eccentricity is the ratio of length of major to minor axis of an object. 3. EquivDiameter: Diameter of a circle with the same area as the region. 4. Extrema: Extrema points in the region. The format of the vector is [top-left top-right right-top right-bottom bottom-right bottom-left left-bottom left-top]. 5. Filled Area: Number of on pixels in FilledImage, returned as a scalar. 6. Extent: Ratio of the pixel area of a region with respect to the bounding box area of an object. 7. Orientation: The overall direction of the shape. The value ranges from -90 degrees to 90 degrees. 8. Euler number: Number of objects in the region minus the number of holes in those objects. 9. Bounding box: Position and size of the smallest box (rectangle) which bounds the object. 10. Convex hull: Smallest convex shape/polygon that contains the object. 11. Major axis: The major axis is the endpoints of the longest line that can be drawn through the object. Length (in pixels) of the major axis is the largest dimension of the object. 12. Minor axis: The axis perpendicular to the major axis is called the minor axis. Length (in pixels) of the minor axis is the smallest line connecting a pair of points on the contour. 13. Perimeter: Number of pixels around the border of the region. 14. Centroid: Centre of mass of the region. It is a measure of object’s location in the image. 15. Area: Total number of pixels in a region/shape.
DOI: 10.17632/xzmvssjm4n.1
title: Final_Working_09102016

description: This dataset was used to evaluate the association between contraceptive method use and risk of STI.
DOI: 10.17632/xzss43z4fw.2
title: Adsorption Dataset on a Fully Packed Silica Gel Bed and three Z-Annular Flow Silica Gel Packed Beds

description: This dataset contains experimental primary adsorption data obtained from a fully packed bed (FPB) and three Z-annulus packed bed configurations. The three Z-annulus packed bed configurations are described by their annular dimensions as small (SAPB), medium (MAPB) and large (LAPB) corresponding to diametrical ratios (Do/Di) of 2, 2.35 and 3.08, respectively. The packed beds were filled with silica gel (Silicon Dioxide/SiO2) of particle size between 3.35mm-4.75mm. It contains raw temperature data from three mass transfer zones (MTZ) designated on the packed beds and their adjoining walls. The temperatures from the mass transfer zones and corresponding walls were obtaining using Omega K-type thermocouples. The inlet and outlet air conditions of temperature, velocity and relative humidity were obtained using Sentry ST732 Hotwire Anemometers and AZ 8829 Temperature and RH% data loggers. Inlet and outlet pressures were obtained using QEALY differential pressure meter connected to the Yokogawa MV2000 Data Logger. They were obtained as electrical pulses in Voltage and then converted into Pascal’s using manufacturer provided conversion factor. The inlet conditions were setup using a purpose-built air mixing box incorporating a convective fan and humidifier. The dataset has four spreadsheets captioned FPB Primary Data, LAPB Primary Data, MAPB Primary Data and SAPB Primary Data, respectively. On each spreadsheet are the measured parameters in colour codes along with their units. From this primary data, the humidity ratio, amount of moisture removed (adsorption capacity), and pressure drops can be determined using appropriate correlations. The typical adsorption profile can also be determined using this data. This dataset also includes spreadsheets on silica gel surface and pore property data from BET measurement obtained from Micromeritics ASAP 2020 (along with a summary report), specific heat capacity data from EXSTAR SII DSC 6220 differential scanning calorimeter (DSC), and thermal conductivity and resistivity data, volumetric specific heat capacity and thermal diffusivity data all obtained from KD2 Pro Thermal Analyser. Three analysis reports on true volume and density measurements from Quantachrome Ultra PYC 1200e gas pycnometer are also included.
DOI: 10.17632/6kntht4s2z.1
title: Cancer Cell Cytotoxicity and Viral DNA Replication Inhibition Data

description: Chemical Compounds Characterization data: NMR and HRMS NMR raw data MTT assay description and representative graphs SRB assay in 60 cancer cell lines for selected compounds Anti-viral screening (including cytotoxicity in host cells)
DOI: 10.17632/hxnhtttxpk.1
title: Two-parameter single molecule analysis for measurement of chromatin mobility

description: This protocol provides a two-parameter analysis of live-cell Single Molecule Tracking (SMT) trajectories of Halo-tagged histone and unveils a chromatin mobility landscape composed of five chromatin types ranging from low to high mobility. When the analysis is applied to Halo-tagged, chromatin-binding proteins, it associates chromatin interaction properties with known functions in a way that previously used SMT parameters did not. For complete details on the use and execution of this protocol, please refer to Lerner et al., 2020.
DOI: 10.17632/dcphts85wc.1
title: Raw data for Figures

description: Raw data, non-cropped blot, and photo of Brain
DOI: 10.17632/rchy8t6gpj.1
title: Raw data for Figures 2020

description: Raw data, non-cropped blots, and phot of brain
DOI: 10.17632/phccxwhxk6.1
title: Raw data for Estuarine Turbidity Maximum in the Cam-Nam Trieu

description: There are research data of the manuscript "The double structure of the Estuarine Turbidity Maximum in the Cam-Nam Trieu tropical estuary, Vietnam". They are raw data of CTD, LISST, SPM and river discharge.
DOI: 10.17632/h3rrs354mx.1
title: The VTA-BLA-NAc circuit for sex reward inhibited by local GABA neurons under stress. Linshan Sun et al.

description: Anhedonia, inability to experience pleasure from rewarding or enjoyable activities, is the prominent symptom of depression that involves dysfunction of the reward processing system. Both genetic predisposition and life events are considered to increase the risk for depression, mainly life stress. The cellular mechanism underlying stress modulating the reward processing neural circuits and subsequently disrupting reward-related behaviors remains elusive. We identify the VTA-BLA-NAc pathway as being activated by sex reward. Blockade of the VTA-BLA-NAc circuit induces depressive-like behaviors, while reactivation of VTA neurons associated with sexual rewarding experience acutely ameliorates the impairment of reward-seeking behaviors induced by chronic restraint stress. Our histological and electrophysiological results show that the VTA neuron subpopulation responding to restraint stress inhibits the responsiveness of the VTA dopamine neurons to sexual reward. These results reveal the mechanism by which stress influence the brain reward processing system and provide a potential target for depression treatment.
DOI: 10.17632/7rx6dk2gcr.1
title: Codage de Corpus: « Le ressenti parental pendant la période de la continuité pédagogique Covid 19, mars-avril 2020 »

description: Ces analyses sont issues du corpus recueilli dans le cadre de l’enquête sur le ressenti parental en période de continuité pédagogique Covid19, mars-avril 2020. Le corpus concerne 19 entretiens avec des parents d’enfants de cycle 1 (deux parents), de cycle 2 (deux parents) et de cycle 3 (15 parents), habitant à Tahiti, en Polynésie française.
DOI: 10.17632/bnfzdtbmzf.5
title: Open dataset for: "Delta-beta cross-frequency coupling as an index of stress regulation during social-evaluative threat"

description: Open data and R analysis scripts for the paper as submitted for publication: "Poppelaars, E. S., Klackl, J., Pletzer, B., & Jonas, E. (2021). Delta-beta cross-frequency coupling as an index of stress regulation during social-evaluative threat." Hypotheses and analyses were preregistered: Poppelaars, E. S., Klackl, J., Pletzer, B., & Jonas, E. (2018). Delta-beta cross-frequency coupling as an index of stress regulation during social-evaluative threat. Open Science Framework. https://osf.io/8gchf/register/565fb3678c5e4a66b5582f67. Description of the dataset: A dataset of 37 men and 30 women (tested in the luteal phase of their menstrual cycle) participated in a public speaking task to induce social-evaluative threat. Responses of multiple stress systems were measured (sympathetic and parasympathetic nervous system activity, self-reported affect, and hypothalamic–pituitary–adrenal axis activity), as well as personality traits (e.g. trait social anxiety), and EEG delta-beta cross-frequency coupling (e.g., frontal and parietal amplitude-amplitude correlation and phase-amplitude coupling).
DOI: 10.17632/3f29w6jdvv.1
title: Indonesian National Strategic Procurement Package Dataset 2017-2019 and Corruption Mode of Goods/Services Procurement

description: The article consists of ten different data files in the form of nine data tables, three data files in the form of pictures, and two files in the interview. Operational table data explains the description of Indonesia's national strategic procurement data for 2017-2019, image data is more focused on data on corruption modes of procurement of goods / services by stages, corruption modes for procurement of goods / services based on actors and the flow of the tender process and stages of corruption intervention and interview data that explains the corruption mode is based on stages and based on the perpetrator based on the results of interviews with informants from the KPK and LKPP. Secondary data created / compiled has considered three technical requirements as follows: 1) data evaluation is carried out by prioritizing themes that make the research unique, 2) the author uses scientific protocols to collect / create data, 3) requests secondary data and / or analysis to be carried out to types of data tables, images and interview results. The data collected is maximally reusable, reproducible, replicable and will be of value to the rest of the research community.
DOI: 10.17632/f6sb3y5jhc.1
title: Indonesian National Strategic Procurement Package Dataset 2017-2019 and Corruption Mode of Goods/Services Procurement Based on Stages and Perpetrator

description: The data published through this is important data used in the 2020 study entitled "The Application of e-Procurement in Reducing the Risk of Corruption" [1] . The research data collection was carried out from July 2019 to July 2020. The article consists of ten different data files in the form of nine data tables, three data files in the form of pictures, and two files in the interview. Operational table data explains the description of Indonesia's national strategic procurement data for 2017-2019, image data is more focused on data on corruption modes of procurement of goods/services by stages, corruption modes for procurement of goods/services based on actors and the flow of the tender process and stages of corruption intervention and interview data that explains the corruption mode is based on stages and based on the perpetrator based on the results of interviews with informants from the KPK and LKPP.