cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14330345
title: Validation of GPM IMERG extreme precipitation in the Maritime Continent by station and radar data - Dataset

description: This item contains processed datasets for the published, peer-reviewed manuscript “Validation of GPM IMERG extreme precipitation in the Maritime Continent by station and radar data".<br><br>The datasets were originally output from the Integrated Multi-Satellite Retrieval for GPM, a radar of precipitation in Subang (Western Peninsular Malaysia), and the Global Historical Climatological Network - daily dataset. Met Office’s Unified Model coupled to the Global Ocean Mixed Layer 3.0 configuration (MetUM-GOML3.0). The datasets were then processed to investigate the skill of IMERG in reproducing extreme precipitation over the Maritime Continent. The datasets can be used to reproduce all the figures and tables in the manuscript. Each NetCDF (.nc) file contains data used to draw a specific figure/table in the manuscript.<br>
DOI: 10.6084/m9.figshare.14330345.v2
title: Validation of GPM IMERG extreme precipitation in the Maritime Continent by station and radar data - Dataset

description: This item contains processed datasets for the published, peer-reviewed manuscript “Validation of GPM IMERG extreme precipitation in the Maritime Continent by station and radar data".<br><br>The datasets were originally output from the Integrated Multi-Satellite Retrieval for GPM, a radar of precipitation in Subang (Western Peninsular Malaysia), and the Global Historical Climatological Network - daily dataset. Met Office’s Unified Model coupled to the Global Ocean Mixed Layer 3.0 configuration (MetUM-GOML3.0). The datasets were then processed to investigate the skill of IMERG in reproducing extreme precipitation over the Maritime Continent. The datasets can be used to reproduce all the figures and tables in the manuscript. Each NetCDF (.nc) file contains data used to draw a specific figure/table in the manuscript.<br>
DOI: 10.6084/m9.figshare.14330345.v1
title: Validation of GPM IMERG extreme precipitation in the Maritime Continent by station and radar data - Da Silva et al. (2021)

description: Data used for the article entitled "Validation of GPM IMERG extreme precipitation in the Maritime Continent by station and radar data" (Da Silva et al., 2021).
DOI: 10.6084/m9.figshare.14268608
title: Pre-dispersal seed predators boost seed production in a short-lived plant

description: Data corresponding to the following article:<br>"Pre-dispersal seed predators boost seed production in a short-lived plant"<br><br>Oecologia 2021<br><br>DOI: 10.1007/s00442-021-04885-z
DOI: 10.6084/m9.figshare.14268608.v3
title: Pre-dispersal seed predators boost seed production in a short-lived plant

description: Data corresponding to the following article:<br>"Pre-dispersal seed predators boost seed production in a short-lived plant"<br><br>Oecologia 2021<br><br>DOI: 10.1007/s00442-021-04885-z
DOI: 10.6084/m9.figshare.14330354.v1
title: Pathogenesis-related protein 1 (PR-1) genes in soybean: genome-wide identification, structural analysis and expression profiling under multiple biotic and abiotic stresses

description: Data and code associated with the paper "Pathogenesis-related protein 1 (PR-1) genes in soybean: genome-wide identification, structural analysis and expression profiling under multiple biotic and abiotic stresses".
DOI: 10.5281/zenodo.4419885
title: Molecules used to train generative models

description: This directory contains sets of molecules used to train chemical language models in the paper, "Learning generative models of molecules from limited training examples." Between 1,000 and 500,000 molecules were sampled from each of four chemical databases (ChEMBL, COCONUT, GDB, and ZINC). These molecules were represented using either the SMILES, DeepSMILES, or SELFIES formats. For molecules in the SMILES format, data augmentation was also performed by enumerating non-canonical SMILES, with augmentation factors of 3x, 10x, or 30x. For each training dataset size, ten independent samples were drawn to assess variability. Separately, the Diversity.zip archive contains samples of between 1,000 and 10,000 molecules used to evaluate the impact of chemical diversity on model performance. These training sets were constructed by randomly sampling one molecule as a 'founder', then filtering the remaining molecules in the database based on their Tanimoto coefficient to the 'founder' molecule. Twenty independent samples were drawn from each of the GDB, ChEMBL, and ZINC databases for Tanimoto coefficients in the range from 0 to 0.15 (GDB) or 0.2 (ChEMBL, ZINC).
DOI: 10.34740/kaggle/dsv/2062895
title: Vietnam SARS-CoV-2 | COVID-19 Data
DOI: 10.6084/m9.figshare.14330354
title: Pathogenesis-related protein 1 (PR-1) genes in soybean: genome-wide identification, structural analysis and expression profiling under multiple biotic and abiotic stresses

description: Data and code associated with the paper "Pathogenesis-related protein 1 (PR-1) genes in soybean: genome-wide identification, structural analysis and expression profiling under multiple biotic and abiotic stresses".
DOI: 10.6084/m9.figshare.14330354.v3
title: Pathogenesis-related protein 1 (PR-1) genes in soybean: genome-wide identification, structural analysis and expression profiling under multiple biotic and abiotic stresses

description: Data and code associated with the paper "Pathogenesis-related protein 1 (PR-1) genes in soybean: genome-wide identification, structural analysis and expression profiling under multiple biotic and abiotic stresses".
DOI: 10.6084/m9.figshare.14330354.v2
title: Pathogenesis-related protein 1 (PR-1) genes in soybean: genome-wide identification, structural analysis and expression profiling under multiple biotic and abiotic stresses

description: Data and code associated with the paper "Pathogenesis-related protein 1 (PR-1) genes in soybean: genome-wide identification, structural analysis and expression profiling under multiple biotic and abiotic stresses".
DOI: 10.5281/zenodo.4641987
title: Velocity field used for PlanktonIndividuals.jl

description: This is the velocity field used for the examples in PlanktonIndividuals.jl
DOI: 10.25919/njsz-1m49
title: Parkes observations for project PX600 semester 2020APRS_36

description: The Galactic Center (GC) is a key target for the radio component of Breakthrough Listen (BL) program. Offering the largest amount of stars in any given direction in the sky, the GC is widely cited as a location believed to harbour advanced civilizations, and it is also the most energetic region in the Milky Way. We aim to conduct BL-GC Survey with Parkes radio telescope for around 350 hours. We will cover the frequency range from 700 MHz to 4 GHz, utilizing the newly installed ultra-wideband receiver. Our team has already leveraged both standard and bespoke tools to construct a flexible software stack to search data for signals of interest. We will look for signals from extraterrestrial intelligence (ETI) by searching for both simple narrow-band signals and complex modulated signals. Along with that, as an ancillary science, we will also search for accelerated pulsars — likely orbiting a supermassive black hole at the centre of the Milky Way Galaxy. Data products produced during this program will also be publically available to engage larger pulsar community
DOI: 10.5281/zenodo.4642018
title: MBT of Testinium-test suite and demo video run of the test suite

description: The dataset for a paper on MBT of Testinium The updated code is available at: https://github.com/vgarousi/MBTofTestinium And more YouTube videos of the work are at: www.bit.ly/VideosMBTTestinium
DOI: 10.5281/zenodo.4642017
title: MBT of Testinium-test suite and demo video run of the test suite

description: The dataset for a paper on MBT of Testinium The updated code is available at: https://github.com/vgarousi/MBTofTestinium And more YouTube videos of the work are at: www.bit.ly/VideosMBTTestinium
DOI: 10.18112/openneuro.ds003578.v1.0.0
title: A longitudinal neuroimaging dataset on language processing in children ages 5, 7, and 9 years old
DOI: 10.5517/ccdc.csd.cc26ml4l
title: CCDC 2044609: Experimental Crystal Structure Determination

description: Related Article: Chifeng Li, Kazuya Yamaguchi, Kosuke Suzuki|2021|Angew.Chem.,Int.Ed.|60|6960|doi:10.1002/anie.202016642
DOI: 10.17870/bathspa.14143619
title: Dressing For Evacuation: Research Questions and Timeline

description: <i>Dressing for Evacuation</i> is a series of life size photographic portraits, shown as part of the US <i>Feverish World</i> <i>Symposium</i>, 2018 and the <i>UK Fashion & Textiles FutureScan 4 </i>Conference in 2019. Through a fictional participatory scenario the project explores human emergency responses to getting dressed and gathering limited possessions for survival.<br><br>This item contains Research Questions and a Timeline for <i>Dressing For Evacuation</i> by Kerry Curtis.
DOI: 10.17870/bathspa.14143598
title: Dressing For Evacuation: 300 Word Statement

description: <i>Dressing for Evacuation</i> is a series of life size photographic portraits, shown as part of the US <i>Feverish World</i> <i>Symposium</i>, 2018 and the <i>UK Fashion & Textiles FutureScan 4 </i>Conference in 2019. Through a fictional participatory scenario the project explores human emergency responses to getting dressed and gathering limited possessions for survival.<br><br>This item contains a 300 word statement on <i>Dressing For Evacuation </i>by Kerry Curtis.
DOI: 10.17870/bathspa.14143598.v1
title: Dressing For Evacuation: 300 Word Statement

description: <i>Dressing for Evacuation</i> is a series of life size photographic portraits, shown as part of the US <i>Feverish World</i> <i>Symposium</i>, 2018 and the <i>UK Fashion & Textiles FutureScan 4 </i>Conference in 2019. Through a fictional participatory scenario the project explores human emergency responses to getting dressed and gathering limited possessions for survival.<br><br>This item contains a 300 word statement on <i>Dressing For Evacuation </i>by Kerry Curtis.
DOI: 10.17870/bathspa.14151872
title: Dressing For Evacuation: Photoshoot and Survey 2018

description: <i>Dressing for Evacuation</i> is a series of life size photographic portraits, shown as part of the US <i>Feverish World</i> <i>Symposium</i>, 2018 and the <i>UK Fashion & Textiles FutureScan 4 </i>Conference in 2019. Through a fictional participatory scenario the project explores human emergency responses to getting dressed and gathering limited possessions for survival.<br><br>This item contains 11 photos of the participants with extracts of their completed surveys, 3 descriptions of each stage, contextual and background information, a fictional alert, and a survey template.<br><br>This item documents the photoshoot and survey stages of <i>Dressing for Evacuation</i>, where participants were alerted to an imminent major environmental disaster in the UK, and asked to dress and gather a few portable possessions for immediate evacuation. The Participants were photographed and their responses were gathered through a written survey, from which findings and observations were drawn that reflect on our preparedness for a state of emergency.<br><br><i>Dressing For Evacuation</i> is part of Curtis's ongoing<i> </i>series of fictional scenario projects, <i>Imagining Neutopia.</i><i><br></i><b>Photography by Lucy Saunders</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><br>
DOI: 10.17870/bathspa.14151863
title: Dressing For Evacuation: Feverish World Symposium, Vermont, USA, 20th - 22nd October 2018

description: <i>Dressing for Evacuation</i> is a series of life size photographic portraits, shown as part of the US <i>Feverish World</i> <i>Symposium</i>, 2018 and the <i>UK Fashion & Textiles FutureScan 4 </i>Conference in 2019. Through a fictional participatory scenario the project explores human emergency responses to getting dressed and gathering limited possessions for survival.<br><br>This item contains a symposium programme, a contextual outline, 9 images of the preparation of <i>Dressing For Evacuation</i> for installation, and 6 final installation views including the fold out poster.<br><br>This item documents the inclusion of <i>Dressing For Evacuation</i> in <i>TentWorks</i>, part of the <i>Feverish World Symposium</i> organised by Eco Culture Lab, and held in October 2018 at the University of Vermont, USA. Featuring discussion, workshops, exhibition, and the installations in <i>TentWorks</i> the 3 day symposium addressed how educational and cultural institutions might respond to the intensifying global crisis and develop ways of working together to face future humanitarian and environmental destabilisation.<br><b>Promotional material courtesy of the Feverish World Symposium, The University of Vermont andEcoCultureLab.</b><br><b>Photography by Lucy Saunders.</b><b>Used with permission.</b><br><br><b>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><br>
DOI: 10.17870/bathspa.14151863.v1
title: Dressing For Evacuation: Feverish World Symposium, Vermont, USA, 20th - 22nd October 2018

description: <i>Dressing for Evacuation</i> is a series of life size photographic portraits, shown as part of the US <i>Feverish World</i> <i>Symposium</i>, 2018 and the <i>UK Fashion & Textiles FutureScan 4 </i>Conference in 2019. Through a fictional participatory scenario the project explores human emergency responses to getting dressed and gathering limited possessions for survival.<br><br>This item contains a symposium programme, a contextual outline, 9 images of the preparation of <i>Dressing For Evacuation</i> for installation, and 6 final installation views including the fold out poster.<br><br>This item documents the inclusion of <i>Dressing For Evacuation</i> in <i>TentWorks</i>, part of the <i>Feverish World Symposium</i> organised by Eco Culture Lab, and held in October 2018 at the University of Vermont, USA. Featuring discussion, workshops, exhibition, and the installations in <i>TentWorks</i> the 3 day symposium addressed how educational and cultural institutions might respond to the intensifying global crisis and develop ways of working together to face future humanitarian and environmental destabilisation.<br><b>Promotional material courtesy of the Feverish World Symposium, The University of Vermont andEcoCultureLab.</b><br><b>Photography by Lucy Saunders.</b><b>Used with permission.</b><br><br><b>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><br>
DOI: 10.17870/bathspa.14151869.v1
title: Dressing For Evacuation: Fashion & Textiles Futurescan 4 Conference, University of Bolton, UK, 23-24 January 2019

description: <i>Dressing for Evacuation</i> is a series of life size photographic portraits, shown as part of the US <i>Feverish World</i> <i>Symposium</i>, 2018 and the <i>UK Fashion & Textiles FutureScan 4 </i>Conference in 2019. Through a fictional participatory scenario the project explores human emergency responses to getting dressed and gathering limited possessions for survival.<br><br>This item contains a conference programme, 3 installation views, a fold out poster, and a screenshot of the conference's Figshare content (CC-BY, linked below in reference). <br>This item documents the inclusion of <i>Dressing For Evacuation</i> in the FutureScan 4 Conference in January 2019 at the University of Bolton, UK. Organised by The Association of Fashion and Textile Courses (FTC) and co curated by Curtis, <i>Futurescan 4: Valuing Practice</i>, was a 3 day conference of lectures, discussion and exhibition providing an international forum for the dissemination of research, creative practice and pedagogy surrounding fashion and textiles. <i>Dressing For Evacuation</i> was exhibited as part of the wider discourse within the conference on <i>Collaborating and Cross-disciplinary Working</i>.<br><br><b>Photography by H Britt. Used with permission.</b><br><br><b>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><br><br><br>
DOI: 10.17870/bathspa.14151869
title: Dressing For Evacuation: Fashion & Textiles Futurescan 4 Conference, University of Bolton, UK, 23-24 January 2019

description: <i>Dressing for Evacuation</i> is a series of life size photographic portraits, shown as part of the US <i>Feverish World</i> <i>Symposium</i>, 2018 and the <i>UK Fashion & Textiles FutureScan 4 </i>Conference in 2019. Through a fictional participatory scenario the project explores human emergency responses to getting dressed and gathering limited possessions for survival.<br><br>This item contains a conference programme, 3 installation views, a fold out poster, and a screenshot of the conference's Figshare content (CC-BY, linked below in reference). <br>This item documents the inclusion of <i>Dressing For Evacuation</i> in the FutureScan 4 Conference in January 2019 at the University of Bolton, UK. Organised by The Association of Fashion and Textile Courses (FTC) and co curated by Curtis, <i>Futurescan 4: Valuing Practice</i>, was a 3 day conference of lectures, discussion and exhibition providing an international forum for the dissemination of research, creative practice and pedagogy surrounding fashion and textiles. <i>Dressing For Evacuation</i> was exhibited as part of the wider discourse within the conference on <i>Collaborating and Cross-disciplinary Working</i>.<br><br><b>Photography by H Britt. Used with permission.</b><br><br><b>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><br><br><br>
DOI: 10.5281/zenodo.4642031
title: Velocity field used for PlanktonIndividuals.jl

description: This is the velocity field used for the examples in PlanktonIndividuals.jl
DOI: 10.5281/zenodo.4638723
title: Magnetic imaging and statistical analysis of the metamagnetic phase transition of FeRh with electron spins in diamond

description: Data corresponding to the figures of the manuscript
DOI: 10.17870/bathspa.14077202
title: Redesigning Bath Choral Society 2016 - 2018: 300 Word Statement.

description: <b>Redesigning Bath Choral Society </b>was a graphic design project that sought to reposition Bath’s oldest choral society within a wider cultural sphere and challenge notions of choral music as outmoded and inaccessible. <br>This item contains a 300 Word Statement on Redesigning Bath Choral Society by Stuart Henley.
DOI: 10.5281/zenodo.4638722
title: Magnetic imaging and statistical analysis of the metamagnetic phase transition of FeRh with electron spins in diamond

description: Data corresponding to the figures of the manuscript
DOI: 10.17870/bathspa.14077202.v1
title: Redesigning Bath Choral Society 2016 - 2018: 300 Word Statement.

description: <b>Redesigning Bath Choral Society </b>was a graphic design project that sought to reposition Bath’s oldest choral society within a wider cultural sphere and challenge notions of choral music as outmoded and inaccessible. <br>This item contains a 300 Word Statement on Redesigning Bath Choral Society by Stuart Henley.
DOI: 10.17870/bathspa.14151872.v1
title: Dressing For Evacuation: Photoshoot and Survey 2018

description: <i>Dressing for Evacuation</i> is a series of life size photographic portraits, shown as part of the US <i>Feverish World</i> <i>Symposium</i>, 2018 and the <i>UK Fashion & Textiles FutureScan 4 </i>Conference in 2019. Through a fictional participatory scenario the project explores human emergency responses to getting dressed and gathering limited possessions for survival.<br><br>This item contains 11 photos of the participants with extracts of their completed surveys, 3 descriptions of each stage, contextual and background information, a fictional alert, and a survey template.<br><br>This item documents the photoshoot and survey stages of <i>Dressing for Evacuation</i>, where participants were alerted to an imminent major environmental disaster in the UK, and asked to dress and gather a few portable possessions for immediate evacuation. The Participants were photographed and their responses were gathered through a written survey, from which findings and observations were drawn that reflect on our preparedness for a state of emergency.<br><br><i>Dressing For Evacuation</i> is part of Curtis's ongoing<i> </i>series of fictional scenario projects, <i>Imagining Neutopia.</i><i><br></i><b>Photography by Lucy Saunders</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><br>
DOI: 10.17870/bathspa.14143619.v1
title: Dressing For Evacuation: Research Questions and Timeline

description: <i>Dressing for Evacuation</i> is a series of life size photographic portraits, shown as part of the US <i>Feverish World</i> <i>Symposium</i>, 2018 and the <i>UK Fashion & Textiles FutureScan 4 </i>Conference in 2019. Through a fictional participatory scenario the project explores human emergency responses to getting dressed and gathering limited possessions for survival.<br><br>This item contains Research Questions and a Timeline for <i>Dressing For Evacuation</i> by Kerry Curtis.
DOI: 10.17870/bathspa.14077226
title: Redesigning Bath Choral Society 2016 - 2018: Research Questions and Timeline.

description: <b>Redesigning Bath Choral Society</b> was a graphic design project that sought to reposition Bath’s oldest choral society within a wider cultural sphere and challenge notions of choral music as outmoded and inaccessible.<br><br>This item contains Research Questions and a Timeline for <b>Redesigning Bath Choral Society</b> by Stuart Henley.
DOI: 10.17870/bathspa.14077226.v1
title: Redesigning Bath Choral Society 2016 - 2018: Research Questions and Timeline.

description: <b>Redesigning Bath Choral Society</b> was a graphic design project that sought to reposition Bath’s oldest choral society within a wider cultural sphere and challenge notions of choral music as outmoded and inaccessible.<br><br>This item contains Research Questions and a Timeline for <b>Redesigning Bath Choral Society</b> by Stuart Henley.
DOI: 10.17870/bathspa.14096245.v1
title: Redesigning Bath Choral Society 2016-2018: Website Design

description: <b>Redesigning Bath Choral Society</b> was a graphic design project that sought to reposition Bath’s oldest choral society within a wider cultural sphere and challenge notions of choral music as outmoded and inaccessible. This item contains a contextual outline of the website design, a short video of the websites pages, 2 mobile pages, 4 iterative site page designs including Home page footage, and a strategy presentation of Henley's original concept.<br><br>This item documents the redesign of BCS website from the initial concept to the final stage of the project, which sought to open up a wider cross generational engagement with the Society through a contemporary interactive online presence.<br><b>All images courtesy and property of Stuart Henley.</b><b>Used with permission. </b><b><br></b><b>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>