cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.2556150
title: Contribution and Quality Metrics for Quantifying the Software Development Process Dataset

description: This dataset contains the Contributions and Quality data regarding the 3,000 most starred GitHub Java projects towards Quantifying<br> the Software Development Process. You can use the dataset simply with the following steps: 1. Download the data. 2. Navigate to the download folder and use the mongorestore (https://docs.mongodb.com/manual/reference/program/mongorestore/) command. (Have in mind to use the --gzip flag)
DOI: 10.5281/zenodo.2556151
title: Contribution and Quality Metrics for Quantifying the Software Development Process Dataset

description: This dataset contains the Contributions and Quality data regarding the 3,000 most starred GitHub Java projects towards Quantifying<br> the Software Development Process. You can use the dataset simply with the following steps: 1. Download the data. 2. Navigate to the download folder and use the mongorestore (https://docs.mongodb.com/manual/reference/program/mongorestore/) command. (Have in mind to use the --gzip flag)
DOI: 10.25911/5e3a4f589bddf
title: Tali – A sand story told by Joella Butler with Katrina Giles

description: Tali (Sandhill) In this film Joella Butler tells a sand story with Katrina Giles. Filmed at Tjukurla Community, September 6 2013, (Archived at PARADISEC as WDVA1-MIR_22). This film belongs to the i-Tjuma Ngaanyatjarra stories collection within the Western Desert Verbal Arts Collection.
description: The files in this data set are linked to Pacific and Regional Archive for Digital Sources in Endangered Cultures (PARADISEC) under WDVA1 – Western Desert Verbal Arts Project Collection: http://catalog.paradisec.org.au/collections/WDVA1 The audio visual files were recorded in Ngaanyatjarra, transcribed and translated with bilingual subtitles added to the edited films.
DOI: 10.5255/ukda-sn-854049
title: Trade union membership, associational life and well-being 2016-2017
DOI: 10.5281/zenodo.3638225
title: The insulating effect of a clathrate cap on Titan's thermal evolution - data files

description: Data files to produce figures in the main text and the Supporting Information of a manuscript entitled 'The insulating effect of a clathrate cap on Titan's thermal evolution' written by Klara Kalousova and Christophe Sotin and submitted to Geophysical Research Letters.
DOI: 10.5281/zenodo.3638226
title: The insulating effect of a clathrate cap on Titan's thermal evolution - data files

description: Data files to produce figures in the main text and the Supporting Information of a manuscript entitled 'The insulating effect of a clathrate cap on Titan's thermal evolution' written by Klara Kalousova and Christophe Sotin and submitted to Geophysical Research Letters.
DOI: 10.25911/5e3a4fa748b61
title: Tjarlaku – Going for honey ants. An 'iPad Story' told by Joella Butler with Katrina Giles

description: Tjarlaku – Going for honey ants is an 'iPad Story' told by Joella Butler with Katrina Giles. Filmed at Tjukurla Community, September 5 2013. (Archived at PARADISEC as WDVA1-IPAD_02). This film belongs to the i-Tjuma Ngaanyatjarra stories collection within the Western Desert Verbal Arts Collection.
description: The files in this data set are linked to Pacific and Regional Archive for Digital Sources in Endangered Cultures (PARADISEC) under WDVA1 – Western Desert Verbal Arts Project Collection: http://catalog.paradisec.org.au/collections/WDVA1 The audio-visual files were recorded in Ngaanyatjarra, transcribed and translated with bilingual subtitles added to the edited films.
DOI: 10.15468/626u99
title: Fish specimens

description: Specimen data for fish.
DOI: 10.17632/8mxnnmh339.1
title: Data for: DIRECT PRECISE DETERMINATION OF PD, PT AND RH IN SPENT AUTOMOBILE CATALYSTS SOLUTION BY HIGH-RESOLUTION CONTINUUM SOURCE GRAPHITE FURNACE ATOMIC ABSORPTION SPECTROMETRY

description: This work investigates the analytical possibilities of high-resolution continuum source graphite furnace atomic absorption spectrometry (HR CS GFAAS) for the direct determination of Pd, Pt and Rh (PGMs) in spent automobile catalysts. A novel approach for the microwave dissolution with the mixture of HCl and H2O2 (4:1) was developed for the further HR CS GFAAS. It was found that within 20 minutes at the temperature 210°C of the PGMs quantitatively and simultaneously transferred to solution. It did not show any matrix interferences in determining Pd and Rh, when using HR CS GFAAS for determining the PGMs. When determining Pt, the matrix effect can be expressly minimized by diluting the sample or applying a corrective model. Limits of quantification (μg L-1) by HR CS GFAAS achieved were 1 (Pd), 2 (Pt), and 0.5 (Rh). Correlation coefficients were 0.9973 (Pd), 0.9995 (Pt), and 0.9983 (Rh). The relative standards deviation for PGM determination by the developed procedure was not higher than 5 % in the concentration range 0.0005-0.5 % weight. Moreover, validation of the process of evaluation of metrological characteristics for the sample preparation method developed in this research, demonstrated that it is resistant to changes in the samples of spent automobile catalysts. The correctness of experimental results was assured by the optical emission with inductively coupled plasma method comparisons.
DOI: 10.25911/5e3a502ac9baa
title: Kukaku – Going hunting. An 'iPad Story' told by Joella Butler with Katrina Giles

description: Kukaku – Going hunting is an 'iPad Story' told by Joella Butler with Katrina Giles. Filmed at Tjukurla Community, September 6 2013. (Archived at PARADISEC as WDVA1-IPAD_03). This film belongs to the i-Tjuma Ngaanyatjarra stories collection within the Western Desert Verbal Arts Collection.
description: The files in this data set are linked to Pacific and Regional Archive for Digital Sources in Endangered Cultures (PARADISEC) under WDVA1 – Western Desert Verbal Arts Project Collection: http://catalog.paradisec.org.au/collections/WDVA1 The audio-visual files were recorded in Ngaanyatjarra, transcribed and translated with bilingual subtitles added to the edited films.
DOI: 10.5281/zenodo.3636136
title: RGB-D Rat Behavioral Dataset

description: RGB-D rat behavioral dataset, that is suitable for training automatic behavior recognition in rodents. The RGB-D frames were recorded using the Microsoft Kinect v2 camera, with 1920x1080 color and 512x424 depth pixel resolution, respectively. They were recorded at a maximum of 30 frames/second (fps) (in low light conditions this value drops to 15fps, typically.<br> The produced RGB-D dataset was compiled from videos and respective behavior annotations that capture freely-walking Wistar rats in an open-field arena.<br> The dataset is composed of several ˜10/15 minutes RGB-D video sequences of individual rat behavior. Three different lighting conditions were used to recreate the typical light setups used in behavioral recordings: dim red-light, dim white-light and in total darkness. The full dataset consists of 24 videos, with a total of 6 hours, divided into two sections: 4 hours of fully annotated sequences (for supervised ML methods; ~180 000 annotated frames) and 2 additional hours of raw behavioral sequences (adding data for unsupervised machine learning methods).<br> Every RGB-D video frame in the annotated dataset was manually labeled by researchers with experience in ethology, with one of the seven mutually exclusive rat behavioral labels: standstill, moving exploration, local exploration, walking, supported reating, unsupported rearing, grooming. If you use this software, please acknowledge our work published in: “Gerós, A., Magalhães, A. & Aguiar, P. Improved 3D tracking and automated classification of rodents' behavioral activity using depth-sensing cameras. Behav Res (2020), doi: 10.3758/s13428-020-01381-9”
DOI: 10.5281/zenodo.3636135
title: RGB-D Rat Behavioral Dataset

description: RGB-D rat behavioral dataset, that is suitable for training automatic behavior recognition in rodents. The RGB-D frames were recorded using the Microsoft Kinect v2 camera, with 1920x1080 color and 512x424 depth pixel resolution, respectively. They were recorded at a maximum of 30 frames/second (fps) (in low light conditions this value drops to 15fps, typically.<br> The produced RGB-D dataset was compiled from videos and respective behavior annotations that capture freely-walking Wistar rats in an open-field arena.<br> The dataset is composed of several ˜10/15 minutes RGB-D video sequences of individual rat behavior. Three different lighting conditions were used to recreate the typical light setups used in behavioral recordings: dim red-light, dim white-light and in total darkness. The full dataset consists of 24 videos, with a total of 6 hours, divided into two sections: 4 hours of fully annotated sequences (for supervised ML methods; ~180 000 annotated frames) and 2 additional hours of raw behavioral sequences (adding data for unsupervised machine learning methods).<br> Every RGB-D video frame in the annotated dataset was manually labeled by researchers with experience in ethology, with one of the seven mutually exclusive rat behavioral labels: standstill, moving exploration, local exploration, walking, supported reating, unsupported rearing, grooming. If you use this software, please acknowledge our work published in: “Gerós, A., Magalhães, A. & Aguiar, P. Improved 3D tracking and automated classification of rodents' behavioral activity using depth-sensing cameras. Behav Res (2020), doi: 10.3758/s13428-020-01381-9”
DOI: 10.17632/gksdypkjtb.1
title: Data for: Radiolysis and radionuclide production in a water-filled target during fast 40Ca20+ irradiation

description: Data to accompany a manuscript about the results of a 40Ca irradiation of a flowing water target at the National Superconducting Cyclotron Laboratory.
DOI: 10.25345/c5c67n
title: MassIVE MSV000084903 - Ultrasensitive Top-Down Proteomics Analysis of Low Number of Mammalian Cells Using a Nanodroplet Sample Processing Platform
title: Proteomic data from engineered nanomaterial- treated THP-1 cells. Time points at 12 hours; 4 biological replicates for each treatment. Human THP-1 cells were either mock-treated (control) or treated with engineered nanomaterials (ENMs). Four biological replicates were used for each sample group (Control, or ENM treatment at either the low or high dosage). In the block design scheme for LC-MS analysis, samples treated with two different ENMs were assign into an analytical block (2 ENM X 2 dosages/ENM X 4 replicates = 16 samples). Four control samples were also included in each block, yielding 20 samples per block. Blocks of samples were divided into two processing batches. Samples in each batch were processed simultaneously from cell culture, to treatment with ENMs, and finally to proteomic sample preparation for LC-MS analysis (including trypsin digestion).
DOI: 10.25911/5e3a50a7e4d40
title: Tjarlirli – One day in Tjukurla… An 'iPad Story' told by Katrina Giles with Joella Butler

description: Tjarlirli – One day in Tjukurla… is an 'iPad Story' told by Katrina Giles with Joella Butler. This film is part of the 'i-Tjuma Ngaanyatjarra stories' collection, and the 'In the Time of the Lives' collection, within the Western Desert Verbal Arts Collection.
description: The files in this data set are linked to Pacific and Regional Archive for Digital Sources in Endangered Cultures (PARADISEC) under WDVA1 – Western Desert Verbal Arts Project Collection: http://catalog.paradisec.org.au/collections/WDVA1 The audio-visual files were recorded in Ngaanyatjarra, transcribed and translated with bilingual subtitles added to the edited films.
DOI: 10.17632/5b4477386w.1
title: Data for: A proteomic signature for CNS adaptations to the valence of environmental stimulation

description: Proteomics raw data for both the hippocampus and frontro-ventral areas.
DOI: 10.25911/5e3a5161eea2f
title: Disco at Warburton - An 'iPad Story' told by Phillipa Butler

description: Disco at Warburton is an 'iPad Story' told by Phillipa Butler. Filmed at Warburton Community, September 12 2013. (Archived at PARADISEC as WDVA1-IPAD_06). This film belongs to the i-Tjuma Ngaanyatjarra stories collection within the Western Desert Verbal Arts Collection.
description: The files in this data set are linked to Pacific and Regional Archive for Digital Sources in Endangered Cultures (PARADISEC) under WDVA1 – Western Desert Verbal Arts Project Collection: http://catalog.paradisec.org.au/collections/WDVA1 The audio-visual files were recorded in Ngaanyatjarra, transcribed and translated with bilingual subtitles added to the edited films.
DOI: 10.25911/5e3a51f42fd8b
title: Going out bush - An 'iPad Story' told by Kresna Cameron

description: Going out bush is an 'iPad Story' told by Kresna Cameron. Filmed at Warburton Community, September 12 2013. (Archived at PARADISEC as WDVA1-IPAD_07). This film belongs to the i-Tjuma Ngaanyatjarra stories collection within the Western Desert Verbal Arts Collection.
description: The files in this data set are linked to Pacific and Regional Archive for Digital Sources in Endangered Cultures (PARADISEC) under WDVA1 – Western Desert Verbal Arts Project Collection: http://catalog.paradisec.org.au/collections/WDVA1 The audio-visual files were recorded in Ngaanyatjarra, transcribed and translated with bilingual subtitles added to the edited films.
DOI: 10.25387/g3.9956633
title: Supplemental Material for Brown et al., 2020

description: The detection and discrimination of chemical cues can have marked effects on organismal survival and reproduction, eliciting attractive or aversive behavior. To gain insight into mechanisms mediating this hedonic valence, we applied divergent artificial selection for Drosophila melanogaster olfactory behavior. We also tested correlated responses to selection by testing behavioral responses to other odorants and life history traits. Behavioral responses to additional odorants, food consumption and lifespan varied with selection regime and, at times, sex. Differential gene expression analyses revealed functional enrichment of gene ontology terms, including cell-cell adhesion and sulfur compound metabolic process, the latter including glutathione S-transferase genes.<br>
DOI: 10.25387/g3.9956633.v1
title: Supplemental Material for Brown et al., 2020

description: The detection and discrimination of chemical cues can have marked effects on organismal survival and reproduction, eliciting attractive or aversive behavior. To gain insight into mechanisms mediating this hedonic valence, we applied divergent artificial selection for Drosophila melanogaster olfactory behavior. We also tested correlated responses to selection by testing behavioral responses to other odorants and life history traits. Behavioral responses to additional odorants, food consumption and lifespan varied with selection regime and, at times, sex. Differential gene expression analyses revealed functional enrichment of gene ontology terms, including cell-cell adhesion and sulfur compound metabolic process, the latter including glutathione S-transferase genes.<br>
DOI: 10.25911/5e3a551184219
title: Tjarlaku – Going for honey ants. An 'iPad Story' told by Bethany Cooke

description: Tjarlaku – Going for honey ants is an 'iPad Story' told by Bethany Cooke. Filmed at Warakurna Community, June 30 2016. (Archived at PARADISEC as WDVA1-IPAD_15). This film belongs to the i-Tjuma Ngaanyatjarra stories collection within the Western Desert Verbal Arts Collection.
description: The files in this data set are linked to Pacific and Regional Archive for Digital Sources in Endangered Cultures (PARADISEC) under WDVA1 – Western Desert Verbal Arts Project Collection: http://catalog.paradisec.org.au/collections/WDVA1 The audio-visual files were recorded in Ngaanyatjarra, transcribed and translated with bilingual subtitles added to the edited films.
DOI: 10.13016/j1zg-nxf2
title: Dataset for "Reconstruction of electron and ion distribution functions in magnetotail reconnection diffusion region"

description: Dataset for the paper submitted to JGR: Space physics
description: In the diffusion region of magnetotail reconnection, particle distributions are highly structured, exhibiting triangular shapes and multiple striations that deviate dramatically from the Maxwellian distribution. Fully kinetic simulations have been demonstrated to be capable of producing the essential structures of the observed distribution functions, yet are computationally not feasible for 3D global simulations. The fluid models used for large-scale simulations, on the other hand, do not have the kinetic physics necessary for describing reconnection accurately. Our study aims to bridge fully kinetic and fluid simulations by quantifying the information required to capture the non-Maxwellian features in the distributions underlying the closures used in the fluid code. We compare the results of fully kinetic simulations to observed electron velocity distributions in a magnetotail reconnection diffusion region, and use the maximum entropy model to reconstruct electron and ion distributions using various numbers of moments obtained from the simulation. Our results indicate that using only local moments, the maximum entropy model can reproduce many of the features of the distributions: (1) the anisotropic electron distributions inside the ion diffusion region but outside the current-sheet can be modelled with 10-14 moments, (2) the electron-outflow distribution with a tilted triangular structure is reproduced with 21-35 moments and (3) counterstreaming distributions can be captured with the 35-moment model when the separation in velocity space between the populations is large.
DOI: 10.25911/5e3a55d038a33
title: Disco at Warakurna - An 'iPad Story' told by Bethany Cooke

description: Disco at Warakurna is an 'iPad Story' told by Bethany Cooke. Filmed at Warakurna Community, June 30 2016. (Archived at PARADISEC as WDVA1-IPAD_16). This film belongs to the i-Tjuma Ngaanyatjarra stories collection within the Western Desert Verbal Arts Collection.
description: The files in this data set are linked to Pacific and Regional Archive for Digital Sources in Endangered Cultures (PARADISEC) under WDVA1 – Western Desert Verbal Arts Project Collection: http://catalog.paradisec.org.au/collections/WDVA1 The audio-visual files were recorded in Ngaanyatjarra, transcribed and translated with bilingual subtitles added to the edited films.
DOI: 10.5281/zenodo.3641151
title: Detrended and filtered DEMs

description: Detrended and filtered DEMs for channel C2 and runs S, SLW, SVLWa, SVLWb, SVLWc, SVLWd (see Table 1 for details). Lowest 5%, 10%, 15% points are highlighted in magenta, red and pink, respectively. Flow is from bottom to top.
DOI: 10.5281/zenodo.3641152
title: Detrended and filtered DEMs

description: Detrended and filtered DEMs for channel C2 and runs S, SLW, SVLWa, SVLWb, SVLWc, SVLWd (see Table 1 for details). Lowest 5%, 10%, 15% points are highlighted in magenta, red and pink, respectively. Flow is from bottom to top.
DOI: 10.25911/5e3a562860699
title: One day in Warakurna - An 'iPad Story' told by Donisha Yunkett

description: One day in Warakurna is an 'iPad Story' told by Donisha Yunkett. Filmed at Warakurna Community, July 1 2016. (Archived at PARADISEC as WDVA1-IPAD_19). This film belongs to the i-Tjuma Ngaanyatjarra stories collection within the Western Desert Verbal Arts Collection.
description: The files in this data set are linked to Pacific and Regional Archive for Digital Sources in Endangered Cultures (PARADISEC) under WDVA1 – Western Desert Verbal Arts Project Collection: http://catalog.paradisec.org.au/collections/WDVA1 The audio-visual files were recorded in Ngaanyatjarra, transcribed and translated with bilingual subtitles added to the edited films.
DOI: 10.5285/8d5ff221-a470-4cc1-b7c4-cbdf383554fc
title: Mass balance of the Greenland Ice Sheet from 1992-2018

description: This dataset consists of the time series of mass change of the Greenland Ice Sheet and its contribution to global sea level between 1980 and 2018 derived from satellite measurements. The dataset presented here is a reconciled estimate of mass balance estimates from three independent satellite-based techniques - gravimetry, altimetry and input-output method - and its associated uncertainty. This dataset is part of the Ice Sheet Mass Balance Inter-comparison Exercise (IMBIE). The total mass change as well as the partition between surface and dynamics mass balance are provided in this dataset. This work is an outcome of the Ice Sheet Mass Balance Inter-Comparison Exercise (IMBIE) supported by the ESA Climate Change Initiative and the NASA Cryosphere Program. Andrew Shepherd was additionally supported by a Royal Society Wolfson Research Merit Award and the UK Natural Environment Research Council Centre for Polar Observation and Modelling (cpom30001).
description: The data used to produce this reconciled mass balance estimate were gathered in the framework of the IMBIE project. In total, 26 independent satellite estimates of mass change were used to produce this final dataset. All the individual datasets and models used as well as the methodology to aggregate these into a final estimate are described in Shepherd et al (2019). Shepherd, A., Ivins, E., Rignot, E. et al. Mass balance of the Greenland Ice Sheet from 1992 to 2018. Nature (2019) doi:10.1038/s41586-019-1855-2
description: Each dataset contributed to the IMBIE project was processed independently by their contributors and the methods and errors on their dataset have been documented in an international peer-reviewed journal. A dedicated processor was developed in Python to compute the reconciled mass balance estimate and its uncertainty, and the core code is freely available at https://github.com/IMBIE.
description: The surface mass balance component is provided since 1980 and is derived from regional climate models. The total mass change and the dynamics component start in 1992, when satellites began to acquire data.
DOI: 10.25911/5e3a56a440e8d
title: Kuulpangka - A school day. An 'iPad Story' told by Trisha Lewis

description: Kuulpangka - A school day is an 'iPad Story' told by Trisha Lewis. Filmed at Warakurna Community, July 1 2016. (Archived at PARADISEC as WDVA1-IPAD_21). This film belongs to the i-Tjuma Ngaanyatjarra stories collection within the Western Desert Verbal Arts Collection.
description: The files in this data set are linked to Pacific and Regional Archive for Digital Sources in Endangered Cultures (PARADISEC) under WDVA1 – Western Desert Verbal Arts Project Collection: http://catalog.paradisec.org.au/collections/WDVA1 The audio-visual files were recorded in Ngaanyatjarra, transcribed and translated with bilingual subtitles added to the edited films.
DOI: 10.25911/5e3a5723370df
title: Yuruku – Going swimming. An 'iPad Story' told by Delisha Reid

description: Yuruku – Going swimming is an 'iPad Story' told by Delisha Reid. Filmed at Warakurna Community, July 1 2016. (Archived at PARADISEC as WDVA1-IPAD_22). This film belongs to the i-Tjuma Ngaanyatjarra stories collection within the Western Desert Verbal Arts Collection.
description: The files in this data set are linked to Pacific and Regional Archive for Digital Sources in Endangered Cultures (PARADISEC) under WDVA1 – Western Desert Verbal Arts Project Collection: http://catalog.paradisec.org.au/collections/WDVA1 The audio-visual files were recorded in Ngaanyatjarra, transcribed and translated with bilingual subtitles added to the edited films.
DOI: 10.25911/5e3a5778795e7
title: Disco Story - An 'iPad Story' told by Trisha Lewis

description: Disco Story is ann 'iPad Story' told by Trisha Lewis. Filmed at Warakurna Community, July 1 2016. (Archived at PARADISEC as WDVA1-IPAD_24). This film belongs to the i-Tjuma Ngaanyatjarra stories collection within the Western Desert Verbal Arts Collection.
description: The files in this data set are linked to Pacific and Regional Archive for Digital Sources in Endangered Cultures (PARADISEC) under WDVA1 – Western Desert Verbal Arts Project Collection: http://catalog.paradisec.org.au/collections/WDVA1 The audio-visual files were recorded in Ngaanyatjarra, transcribed and translated with bilingual subtitles added to the edited films.