cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4269694
title: UKCA model output using the CRI-Strat mechanism

description: Processed UKCA model output data to accompany "The Common Representative Intermediates Mechanism version 2 in the United<br> Kingdom Chemistry and Aerosols Model" by Scott Archer-Nicholls et al., to be published in the Journal of Advances in Modeling Earth Systems (JAMES), submitted 2020. Preprint available: https://www.essoar.org/doi/10.1002/essoar.10505092.1 Data has monthly averages over the 9 years of model integration (2010-2018) for all prognostic and diagnostic variables used for analysis in the main paper. The model was run with four separate suites, corresponding to the four main scenarios evaluated in the main paper and summarised in Table 4 of the paper. The suite codes match with the scenarios as follows * bt564: StratTrop, the Base stratTrop scenario * bt680: CRI_Emiss_ST, the CRI-Strat scenario with StratTrop emissions, used for isolating the effect of chemical representation without changes to emissions * bp480: CRI_Emiss_C2C3, the CRI-Strat scenario with speciated C2-C3 emissions, used for isolating the effect of NMVOC speciation without changing the total emitted mass. * cc182: CRI-Strat, the Base CRI scenario Please see the README in the package for more information.
description: {"references": ["https://www.essoar.org/doi/10.1002/essoar.10505092.1"]}
DOI: 10.17632/38vt2pttfx.2
title: Evaluating the Nigerian Government’s Financial Obligations to Climate Change Adaptation Strategies

description: data on climate change adaptation budget for Nigeria from 2012 - 2020. also included are data on tagged adaptation expenditures
DOI: 10.17632/xfzv59fht2.1
title: Communication functions of bug comments in OSS proyects (dataset)

description: This dataset includes 6000 comments of bugs tagged manually according to their communication functions. The dataset also includes information of more than 500,000 comments and 89,000 closed bugs from 100 OSS projects stored in three Issue Tracking Systems (Apache's ITS, Spring's ITS and Red Hat's ITS). The data include the bug fixing time, the bug resolution, and the following variables related to the communication functions of bug comments: the percentage of comments with referential, emotive, conative and phatic messages; and the number of comments with referential, emotive, conative and phatic messages of each bug. These variables were calculated using a machine learning approach and the comments tagged manually.
DOI: 10.17632/9cf2bpw4c8.2
title: Soft tissue therapy in managing procedural pain among neonates admitted in Neonatal intensive care unit: A single group pretest posttest quasi-experimental study.

description: Background -Neonatal intensive care unit (NICU) is a specialized nursery in a hospital that provides care to sick or premature babies. It has health care providers who have special training and equipment to give neonates the best possible care. During NICU stay neonates undergo various routine examination procedures which are performed to check the prognosis. The most common procedures performed are blood drawing procedures which develops acute stress in neonates. Soft tissue therapy is a non pharmacological method for reducing the stress and pain in neonates. There is no evidence of managing neonatal procedural pain with soft tissue therapy. Purpose - To determine the effect of soft tissue therapy in managing the stressful and painful effects of various procedures in neonates admitted in neonatal intensive care unit. Methods - The study is single group pretest posttest quasi experimental study. the participants included in study with age group 0 to 28 days. The neonates who underwent various painful procedures are to be included in the study. These procedures can be various blood drawing procedures, mechanical intubation, removal of adhesive tapes etc. The samples are taken by convenience sampling and neonates with unstable vital signs are excluded from the study. The techniques like stroking, effleurage, kneading, rolling manipulations are used in soft tissue therapy application. Discussion - There are less evidence regarding managing procedural pain with soft tissue therapy. For managing the stressful effects and reducing the effects of acute pain soft tissue therapy techniques are used.
DOI: 10.17632/wnh653n3xb.1
title: A study of Villa et al. Unprocessed files

description: Western blots, protein synthesis assays, and soft agar images
DOI: 10.6084/m9.figshare.14262086
title: Raw data for Padda et al. (2021) J Exp Biol

description: Raw data for Padda et al. (2021) J Exp Biol
DOI: 10.6084/m9.figshare.14262086.v1
title: Raw data for Padda et al. (2021) J Exp Biol

description: Raw data for Padda et al. (2021) J Exp Biol
DOI: 10.5519/qd.wzph9fhm
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (188 records)
DOI: 10.5519/qd.cfasge8q
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (91 records)
DOI: 10.6084/m9.figshare.14264218
title: Integrative description of <i>Macrobiotus porifini</i> sp. nov. (Macrobiotidae) from Madagascar and its phylogenetic position within the <i>hufelandi</i> group

description: In this paper we applied an integrative taxonomy approach to describe a new tardigrade species from Madagascar. The description is based on morphological and morphometric data (using both light and scanning electron microscopy), combined with genetic data (nuclear sequences, i.e., 18S rRNA, 28S rRNA and mitochondrial COI sequences). Based on egg chorion morphology the new species is most similar to: <i>Mac. hannae, Mac. joannae, Mac. kamilae, Mac. madegassus, Mac. modestus, Mac. paulinae</i> and <i>Mac. polypiformis</i>, but differs from them in several morphological and morphometrical characters of eggs and adults (e.g. absence of eyes, different oral cavity armature, size of cuticular pores, absence of dentated lunules under claws, size of eggs and egg processes, and shape of terminal discs of egg processes). The uncorrected genetic p–distances enabled an independent verification of <i>Macrobiotus porifini</i> sp. nov. as a species new to science. Genetic analysis also allowed us to determine the phylogenetic position of <i>Mac. porifini</i> sp. nov. within the <i>hufelandi</i> group.urn:lsid:zoobank.org:pub:7D719ACC-84E3-4C1B-9B74-C558788B3140
DOI: 10.6084/m9.figshare.14264218.v1
title: Integrative description of <i>Macrobiotus porifini</i> sp. nov. (Macrobiotidae) from Madagascar and its phylogenetic position within the <i>hufelandi</i> group

description: In this paper we applied an integrative taxonomy approach to describe a new tardigrade species from Madagascar. The description is based on morphological and morphometric data (using both light and scanning electron microscopy), combined with genetic data (nuclear sequences, i.e., 18S rRNA, 28S rRNA and mitochondrial COI sequences). Based on egg chorion morphology the new species is most similar to: <i>Mac. hannae, Mac. joannae, Mac. kamilae, Mac. madegassus, Mac. modestus, Mac. paulinae</i> and <i>Mac. polypiformis</i>, but differs from them in several morphological and morphometrical characters of eggs and adults (e.g. absence of eyes, different oral cavity armature, size of cuticular pores, absence of dentated lunules under claws, size of eggs and egg processes, and shape of terminal discs of egg processes). The uncorrected genetic p–distances enabled an independent verification of <i>Macrobiotus porifini</i> sp. nov. as a species new to science. Genetic analysis also allowed us to determine the phylogenetic position of <i>Mac. porifini</i> sp. nov. within the <i>hufelandi</i> group.urn:lsid:zoobank.org:pub:7D719ACC-84E3-4C1B-9B74-C558788B3140
DOI: 10.6084/m9.figshare.13757608.v1
title: Exponential-family embedding with application to cell developmental trajectories for single-cell RNA-seq data

description: Scientists often embed cells into a lower-dimensional space when studying single-cell RNA-seq data for improved downstream analyses such as developmental trajectory analyses, but the statistical properties of such non-linear embedding methods are often not well understood. In this article, we develop the <i>eSVD</i> (exponential-family SVD), a non-linear embedding method for both cells and genes jointly with respect to a random dot product model using exponential-family distributions. Our estimator uses alternating minimization, which enables us to have a computationally-efficient method, prove the identifiability conditions and consistency of our method, and provide statistically-principled procedures to tune our method. All these qualities help advance the single-cell embedding literature, and we provide extensive simulations to demonstrate that the eSVD is competitive compared to other embedding methods. We apply the eSVD via Gaussian distributions where the standard deviations are proportional to the means to analyze a single-cell dataset of oligodendrocytes in mouse brains (Marques et al., 2016). Using the eSVD estimated embedding, we then investigate the cell developmental trajectories of the oligodendrocytes. While previous results are not able to distinguish the trajectories among the mature oligodendrocyte cell types, our diagnostics and results demonstrate there are two major developmental trajectories that diverge at mature oligodendrocytes. Supplementary materials for this article, including a standardized description of the materials available for reproducing the work, are available as an online supplement.
DOI: 10.5281/zenodo.4627958
title: Testing Images For SimCenter AI Models

description: Testing Images
DOI: 10.5281/zenodo.4599746
title: A General Bayesian Framework for Foreground Modelling and Chromaticity Correction for Global 21cm Experiments (supplementary data)

description: These are the posterior files and foreground simulation data sets that were used to produce the results for arXiv:2010.09644. A plotting script to produce posterior corner plots is included. Naming conventions: D_sig: Simulated data set includes a 21cm signal D_nosig: Simulated data set is a foreground alone M_sig: Model being fit includes a 21cm signal M_nosig: Model being fit is a foreground alone Software used: PolyChord https://github.com/PolyChord/PolyChordLite/tree/839292290a7747dbee82933bb9f7f955ac45c3ca
DOI: 10.5281/zenodo.4599745
title: A General Bayesian Framework for Foreground Modelling and Chromaticity Correction for Global 21cm Experiments (supplementary data)

description: These are the posterior files and foreground simulation data sets that were used to produce the results for arXiv:2010.09644. A plotting script to produce posterior corner plots is included. Naming conventions: D_sig: Simulated data set includes a 21cm signal D_nosig: Simulated data set is a foreground alone M_sig: Model being fit includes a 21cm signal M_nosig: Model being fit is a foreground alone Software used: PolyChord https://github.com/PolyChord/PolyChordLite/tree/839292290a7747dbee82933bb9f7f955ac45c3ca
DOI: 10.5281/zenodo.4454165
title: Data from "Subarcsecond Imaging of the Complex Organic Chemistry in Massive Star-forming Region G10.6-0.4"

description: Non-continuum-subtracted spectral line image cubes associated with Law et al., 2021, "Subarcsecond Imaging of the Complex Organic Chemistry in Massive Star-forming Region G10.6-0.4," The Astrophysical Journal [arXiv:2101.07801]. The raw data are available on the ALMA archive under program ID 2015.1.00106.S (PI: Qizhou Zhang). <strong>Datasets:</strong> G10_6_spw25.fits: Image cube from ~233-235 GHz G10_6_spw27.fits: Image cube from ~231-233 GHz G10_6_spw29.fits: Image cube from ~219-221 GHz G10_6_spw31.fits: Image cube from ~217-219 GHz
DOI: 10.5281/zenodo.4454164
title: Data from "Subarcsecond Imaging of the Complex Organic Chemistry in Massive Star-forming Region G10.6-0.4"

description: Non-continuum-subtracted spectral line image cubes associated with Law et al., 2021, "Subarcsecond Imaging of the Complex Organic Chemistry in Massive Star-forming Region G10.6-0.4," The Astrophysical Journal [arXiv:2101.07801]. The raw data are available on the ALMA archive under program ID 2015.1.00106.S (PI: Qizhou Zhang). <strong>Datasets:</strong> G10_6_spw25.fits: Image cube from ~233-235 GHz G10_6_spw27.fits: Image cube from ~231-233 GHz G10_6_spw29.fits: Image cube from ~219-221 GHz G10_6_spw31.fits: Image cube from ~217-219 GHz
DOI: 10.5281/zenodo.4462819
title: SPICY - The Spitzer/IRAC Candidate YSO Catalog for the Inner Galactic Midplane Stamp Album

description: We present an album with image stamps in the PNG and FITS formats of the environment of ~120,000 Spitzer/IRAC candidate young stellar objects (YSOs). There is a total of 586238 images included in this dataset. The SPICY YSO candidates were selected based on surveys of the Galactic midplane between l~255 deg and 110 deg, including the GLIMPSE I, II, and 3D, Vela-Carina, Cygnus X, and SMOG surveys, comprising 613 square degrees, augmented by near-infrared catalogs. We employed a classification scheme that uses the flexibility of a tailored statistical learning method and curated YSO datasets to take full advantage of IRAC's spatial resolution and sensitivity in the mid-infrared ~3-9 micron range. Most of the candidates are in regions with mid-IR nebulosity, associated with star-forming clouds, but others appear distributed in the field. Given that no current or planned instruments will significantly exceed IRAC's spatial resolution while possessing its wide-area mapping capabilities, Spitzer-based catalogs such as ours will remain the main resources for mid-infrared YSOs in the Galactic midplane for the near future. For more information about the catalog see https://arxiv.org/abs/2011.12961. The data in this album were used to produce the simple YSO environment classification in the aforementioned work, and they can be used to facilitate the study of the local environments around YSOs as well as to provide a curated dataset to promote further development of content-based information retrieval systems and of methods to classify and cluster images that are able to cope with challenging astronomical regions.
DOI: 10.5281/zenodo.4462818
title: SPICY - The Spitzer/IRAC Candidate YSO Catalog for the Inner Galactic Midplane Stamp Album

description: We present an album with image stamps in the PNG and FITS formats of the environment of ~120,000 Spitzer/IRAC candidate young stellar objects (YSOs). There is a total of 586238 images included in this dataset. The SPICY YSO candidates were selected based on surveys of the Galactic midplane between l~255 deg and 110 deg, including the GLIMPSE I, II, and 3D, Vela-Carina, Cygnus X, and SMOG surveys, comprising 613 square degrees, augmented by near-infrared catalogs. We employed a classification scheme that uses the flexibility of a tailored statistical learning method and curated YSO datasets to take full advantage of IRAC's spatial resolution and sensitivity in the mid-infrared ~3-9 micron range. Most of the candidates are in regions with mid-IR nebulosity, associated with star-forming clouds, but others appear distributed in the field. Given that no current or planned instruments will significantly exceed IRAC's spatial resolution while possessing its wide-area mapping capabilities, Spitzer-based catalogs such as ours will remain the main resources for mid-infrared YSOs in the Galactic midplane for the near future. For more information about the catalog see https://arxiv.org/abs/2011.12961. The data in this album were used to produce the simple YSO environment classification in the aforementioned work, and they can be used to facilitate the study of the local environments around YSOs as well as to provide a curated dataset to promote further development of content-based information retrieval systems and of methods to classify and cluster images that are able to cope with challenging astronomical regions.
DOI: 10.5281/zenodo.4627664
title: Búsqueda en Scopus de dislexia y discalcula

description: Se presentan los resultados de la búsqueda hecha el 22 de marzo de 2021 mediante la ecuación de búsqueda: : Title-Abs-Key (dyscalculia and dyslexia) Se obtienen de manera preliminar 389 documentos.
DOI: 10.5281/zenodo.4627663
title: Búsqueda en Scopus de dislexia y discalcula

description: Se presentan los resultados de la búsqueda hecha el 22 de marzo de 2021 mediante la ecuación de búsqueda: : Title-Abs-Key (dyscalculia and dyslexia) Se obtienen de manera preliminar 389 documentos.
DOI: 10.25934/00005576.1
title: IPD datapackage for study 'COVID-19: Pulmonary Vascular Endothelialitis, Thrombosis and Angiogenesis' included in Research Request: 'The K18 mouse model recapitulates acute COVID-19 ARDS in humans'

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.5519/qd.e43aa6vc
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (27 records)
DOI: 10.17870/bathspa.11395545
title: danceroom Spectrocopy 2.0 - 300-word statement

description: danceroom Spectroscopy (dS) is an arts/science collaborative project exploring molecular dynamics, allowing users to interact with a scientifically-accurate molecular simulation through movement in real time. Hyde’s contribution is the sound and music for the project, involving a complex interactive system (for a public installation) and an hour long interactive score for a dance-based performance using the system.<br><br>This item contains the 300-word statement for the project.
DOI: 10.17870/bathspa.11395545.v1
title: danceroom Spectrocopy 2.0 - 300-word statement

description: danceroom Spectroscopy (dS) is an arts/science collaborative project exploring molecular dynamics, allowing users to interact with a scientifically-accurate molecular simulation through movement in real time. Hyde’s contribution is the sound and music for the project, involving a complex interactive system (for a public installation) and an hour long interactive score for a dance-based performance using the system.<br><br>This item contains the 300-word statement for the project.
DOI: 10.17870/bathspa.11395338.v1
title: danceroom Spectroscopy 2.0 - Research Timeline & Research Questions

description: danceroom Spectroscopy (dS) is an arts/science collaborative project exploring molecular dynamics, allowing users to interact with a scientifically-accurate molecular simulation through movement in real time. Hyde’s contribution is the sound and music for the project, involving a complex interactive system (for a public installation) and an hour long interactive score for a dance-based performance using the system.<br>This item contains a research timeline and research questions for the project.
DOI: 10.17870/bathspa.11395338
title: danceroom Spectroscopy 2.0 - Research Timeline & Research Questions

description: danceroom Spectroscopy (dS) is an arts/science collaborative project exploring molecular dynamics, allowing users to interact with a scientifically-accurate molecular simulation through movement in real time. Hyde’s contribution is the sound and music for the project, involving a complex interactive system (for a public installation) and an hour long interactive score for a dance-based performance using the system.<br>This item contains a research timeline and research questions for the project.
DOI: 10.17870/bathspa.8124530.v1
title: danceroom Spectrocopy 2.0 - Hidden Fields at Z-Space, San Francisco, California and Stanford Art Gallery, Palo Alto, California (2015)

description: danceroom Spectroscopy (dS) is an arts/science collaborative project exploring molecular dynamics, allowing users to interact with a scientifically-accurate molecular simulation through movement in real time. Hyde’s contribution is the sound and music for the project, involving a complex interactive system (for a public installation) and an hour long interactive score for a dance-based performance using the system.<br><br>danceroom Spectrocopy 2.0 took the Hidden Fields dance performance to the Standford Art Gallery in Palo Alto, California on 11 March 2015, and to Zspace in San Francisco, California from 12-14 March 2015. This item documents these performances.<br><br><b>Photos by Joseph Hyde.<br></b><b>Used with permission.<br></b><b><br>The work is under copyright and may not be used without permission. Use of this repository acknowledges cooperation with its policies and relevant copyright law</b>
DOI: 10.17870/bathspa.8124530
title: danceroom Spectrocopy 2.0 - Hidden Fields at Z-Space, San Francisco, California and Stanford Art Gallery, Palo Alto, California (2015)

description: danceroom Spectroscopy (dS) is an arts/science collaborative project exploring molecular dynamics, allowing users to interact with a scientifically-accurate molecular simulation through movement in real time. Hyde’s contribution is the sound and music for the project, involving a complex interactive system (for a public installation) and an hour long interactive score for a dance-based performance using the system.<br><br>danceroom Spectrocopy 2.0 took the Hidden Fields dance performance to the Standford Art Gallery in Palo Alto, California on 11 March 2015, and to Zspace in San Francisco, California from 12-14 March 2015. This item documents these performances.<br><br><b>Photos by Joseph Hyde.<br></b><b>Used with permission.<br></b><b><br>The work is under copyright and may not be used without permission. Use of this repository acknowledges cooperation with its policies and relevant copyright law</b>
DOI: 10.17870/bathspa.8124521
title: danceroom Spectrocopy 2.0 - Bhutan International Festival (2015)

description: danceroom Spectroscopy (dS) is an arts/science collaborative project exploring molecular dynamics, allowing users to interact with a scientifically-accurate molecular simulation through movement in real time. Hyde’s contribution is the sound and music for the project, involving a complex interactive system (for a public installation) and an hour long interactive score for a dance-based performance using the system.<br><br>danceroom Spectrocopy held an installation at the first annual Bhutan International Festival in from 14 February - Monday, 23 February 2015. This item documents the event. Photos show the geodesic dome built specially for danceroom Spectroscopy, high in the Himalayas; local attendees engaging with the installation; and the danceroom Spectroscopy team with the royal family of Bhutan.<br><br><b>Photos by Lee Malcolm.<br></b><b>Used with permission.<br></b><b><br>The work is under copyright and may not be used without permission. Use of this repository acknowledges cooperation with its policies and relevant copyright law.</b>
DOI: 10.17870/bathspa.8124521.v1
title: danceroom Spectrocopy 2.0 - Bhutan International Festival (2015)

description: danceroom Spectroscopy (dS) is an arts/science collaborative project exploring molecular dynamics, allowing users to interact with a scientifically-accurate molecular simulation through movement in real time. Hyde’s contribution is the sound and music for the project, involving a complex interactive system (for a public installation) and an hour long interactive score for a dance-based performance using the system.<br><br>danceroom Spectrocopy held an installation at the first annual Bhutan International Festival in from 14 February - Monday, 23 February 2015. This item documents the event. Photos show the geodesic dome built specially for danceroom Spectroscopy, high in the Himalayas; local attendees engaging with the installation; and the danceroom Spectroscopy team with the royal family of Bhutan.<br><br><b>Photos by Lee Malcolm.<br></b><b>Used with permission.<br></b><b><br>The work is under copyright and may not be used without permission. Use of this repository acknowledges cooperation with its policies and relevant copyright law.</b>