cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25919/g4fw-4b53
title: Parkes observations for project P1054 semester 2023OCTS_01

description: With this proposal we ask time to continue our timing follow-up campaign of pulsars discovered with the MeerKAT telescope. Twentyfive sources have been discovered in targeted observations of Fermi unidentified point sources, one in association with a Supernova Remnant, 13 in the Magellanic Clouds, 72 in Globular Clusters and 78 in a survey of the Galactic plane. A large fraction of the new discoveries are recycled pulsars (including at least one double neutron star system and several 'spider' binaries), or young pulsars. Timing observations have an essential role in exploiting the full potential of any pulsar discovery, allowing the precise measurement of rotational, astrometric and orbital parameters which, in turn, give us powerful tools to improve our understanding of the physics in extreme environments as well as of the population of neutron stars as a whole. The UWL receiver of the Parkes telescope is a sensitive, versatile instrument that is allowing us to successfully time these new sources, in the bright-end of TRAPUM discoveries.
DOI: 10.15131/shef.data.16943941
title: Synaesthetic responses to music in non-synaesthetes: From multimodality to emotion and synaesthesia

description: SPSS datasets used in Study.
DOI: 10.15131/shef.data.19188161
title: Data and research materials 'From pianist to organist: identifying and correcting a maladaptive technique due to transfer of learning'

description: These materials are the basis of an empirical paper investigating whether organists use unnecessary muscle tension to produce dynamics on the organ, akin to the necessary muscle tension used to play dynamics on piano. Muscle tension is compared when playing organ and piano and a pre- and post-test design reveals that a cognitive intervention reduces unnecessary tension used by organists when the music is intended to be louder. The two files contain methods materials and a data file of results as follows:A text file containing the text of the cognitive intervention and the list of randomised experimental trial sequence.A data file containing pre- and post-test measure data before and after a cognitive intervention designed to reduce muscle tension used when playing the organ.
DOI: 10.15131/shef.data.19188161.v1
title: Data and research materials 'From pianist to organist: identifying and correcting a maladaptive technique due to transfer of learning'

description: These materials are the basis of an empirical paper investigating whether organists use unnecessary muscle tension to produce dynamics on the organ, akin to the necessary muscle tension used to play dynamics on piano. Muscle tension is compared when playing organ and piano and a pre- and post-test design reveals that a cognitive intervention reduces unnecessary tension used by organists when the music is intended to be louder. The two files contain methods materials and a data file of results as follows:A text file containing the text of the cognitive intervention and the list of randomised experimental trial sequence.A data file containing pre- and post-test measure data before and after a cognitive intervention designed to reduce muscle tension used when playing the organ.
DOI: 10.15131/shef.data.19188161.v2
title: Data and research materials 'From pianist to organist: identifying and correcting a maladaptive technique due to transfer of learning'

description: These materials are the basis of an empirical paper investigating whether organists use unnecessary muscle tension to produce dynamics on the organ, akin to the necessary muscle tension used to play dynamics on piano. Muscle tension is compared when playing organ and piano and a pre- and post-test design reveals that a cognitive intervention reduces unnecessary tension used by organists when the music is intended to be louder. The two files contain methods materials and a data file of results as follows:A text file containing the text of the cognitive intervention and the list of randomised experimental trial sequence.A data file containing pre- and post-test measure data before and after a cognitive intervention designed to reduce muscle tension used when playing the organ.
DOI: 10.15131/shef.data.19432469
title: Data for: Using pose estimation to identify regions and points on natural history specimens [He et al]

description: <b>Avian specimens</b><br>Total of 5094 images are stored in the img folder. ground_truth.csv and prediction.csv are the ground truth and predicted points coordinates, each point has two columns, x and y coordinates. The colour_*.csv files are the colour information of specimen body regions.<br><b><i>Littorina</i> shells</b><br>Total of 1410 images are in the dataset with 676 images in the release folder and 735 in the recapture folder. ground_truth.csv and prediction.csv are the ground truth and predicted points coordinates, each point has two columns, x and y coordinates.
DOI: 10.15131/shef.data.19432469.v1
title: Data for: Using pose estimation to identify regions and points on natural history specimens [He et al]

description: <b>Avian specimens</b><br>Total of 5094 images are stored in the img folder. ground_truth.csv and prediction.csv are the ground truth and predicted points coordinates, each point has two columns, x and y coordinates. The colour_*.csv files are the colour information of specimen body regions.<br><b><i>Littorina</i> shells</b><br>Total of 1410 images are in the dataset with 676 images in the release folder and 735 in the recapture folder. ground_truth.csv and prediction.csv are the ground truth and predicted points coordinates, each point has two columns, x and y coordinates.
DOI: 10.5281/zenodo.10116663
title: NLBayes Reproducibility Data Files
DOI: 10.5281/zenodo.10116664
title: NLBayes Reproducibility Data Files
DOI: 10.5281/zenodo.10108348
title: Symonds Street Cemetery, Presbyterian Section

description: Dataset collected from the Presbyterian section of Symonds Street Cemetery in Auckland, New Zealand between July and August 2023. Includes information on all plots and grave markers present at the time of data collection, including names, years, entry name in the Kendall Index inscription database, grave marker type, dimensions, and design iconography. Collected as part of a research project in fulfilment of a Bachelor of Arts (Honours) at the University of Auckland.
DOI: 10.5281/zenodo.10108349
title: Symonds Street Cemetery, Presbyterian Section

description: Dataset collected from the Presbyterian section of Symonds Street Cemetery in Auckland, New Zealand between July and August 2023. Includes information on all plots and grave markers present at the time of data collection, including names, years, entry name in the Kendall Index inscription database, grave marker type, dimensions, and design iconography. Collected as part of a research project in fulfilment of a Bachelor of Arts (Honours) at the University of Auckland.
DOI: 10.6084/m9.figshare.24549532
title: Late Quaternary Mammal Introduction and Extinction Records from Archaeological Cave Deposits in Timor-Leste

description: Supplementary Information for Late Quaternary Mammal Introduction and Extinction Records from Archaeological Cave Deposits in Timor-Leste: “Timor date models SI Figures 1–7”, and “Faunal Lists and Timor Date Models
DOI: 10.6084/m9.figshare.24549532.v1
title: Late Quaternary Mammal Introduction and Extinction Records from Archaeological Cave Deposits in Timor-Leste

description: Supplementary Information for Late Quaternary Mammal Introduction and Extinction Records from Archaeological Cave Deposits in Timor-Leste: “Timor date models SI Figures 1–7”, and “Faunal Lists and Timor Date Models
DOI: 10.5281/zenodo.10116785
title: Alevin in commandline - Galaxy Training Material

description: Input datasets for Generating a single cell matrix using Alevin (bash + R) tutorial on Galaxy Training Network.
DOI: 10.5281/zenodo.10116786
title: Alevin in commandline - Galaxy Training Material

description: Input datasets for Generating a single cell matrix using Alevin (bash + R) tutorial on Galaxy Training Network.
DOI: 10.5281/zenodo.10087149
title: How do changes in settlement periods affect wholesale market prices? Evidence from Australia's National Electricity Market

description: This is an electricity market dataset, including demand, dispatch and regional prices, sourced from the Australian Energy Market Operator (AEMO, 2023). We assemble a five-minute frequency panel dataset of the National Electricity Market (NEM) between 1 July 2020 and 31 December 2021.
DOI: 10.5281/zenodo.10087150
title: How do changes in settlement periods affect wholesale market prices? Evidence from Australia's National Electricity Market

description: This is an electricity market dataset, including demand, dispatch and regional prices, sourced from the Australian Energy Market Operator (AEMO, 2023). We assemble a five-minute frequency panel dataset of the National Electricity Market (NEM) between 1 July 2020 and 31 December 2021.
DOI: 10.6084/m9.figshare.24502360
title: Bimodal data

description: A 27-grain polycrystalline aggregate with random initial crystallographic orientation was used to calculate the mechanical response of a polycrystal with a unimodal grain distribution. The initial database includes 9000 data containing six stress and six strain components generated from the 27-grain polycrystalline aggregate for each unimodal grain size ($d = 2\mu m, 17\mu m, 32\mu m$ and $47\mu m$). The key parameters governing the storage rate of polarized dislocation density at GBs has been identified, and a new surface GND density-based model has been developed to calculate the increase of long-range internal stress with plastic strain~\cite{Jiang2022a}.
DOI: 10.6084/m9.figshare.24502360.v1
title: Bimodal data

description: A 27-grain polycrystalline aggregate with random initial crystallographic orientation was used to calculate the mechanical response of a polycrystal with a unimodal grain distribution. The initial database includes 9000 data containing six stress and six strain components generated from the 27-grain polycrystalline aggregate for each unimodal grain size ($d = 2\mu m, 17\mu m, 32\mu m$ and $47\mu m$). The key parameters governing the storage rate of polarized dislocation density at GBs has been identified, and a new surface GND density-based model has been developed to calculate the increase of long-range internal stress with plastic strain~\cite{Jiang2022a}.
DOI: 10.34740/kaggle/dsv/6953952
title: BBC News
DOI: 10.5281/zenodo.10116581
title: X-ray beam characterization of an aberration-corrected pair of planar nanofocusing X-ray lenses with ptychography

description: This data set is split over two zip archives. Each archive contains a scanning coherent X-ray diffraction (ptychography) data set recorded at an X-ray energy of 18 keV. A crossed pair of planar nanofocusing X-ray lenses (NFL) made out of silicon is used to focus the beam and scan a Siemens star test sample. Each data set includes a configuration file and scan position file. In addition, the final result of the obtained ptychographic reconstruction is included.
Description of the two data sets:

scan_00033: X-ray beam characterization of the NFL. On this data set the design of the refractive phase correctors was based upon.
scan_00077: X-ray beam characterization of the NFL with refractive phase corrector milled to the silicon lens by focused ion-beam milling.
Additional information:
The diffraction patterns can be found in the 'eiger4m_01' folder. They are split up over multiple h5 files and located in the group '/entry/data/data'. The assignment of diffraction patterns to scan positions can be found in the positions.txt file. All relevant input parameters for ptychography are located in the 'input' group in the ptycho.conf files. The reconstruction results are in the European Data Format (EDF).
The data set has been published in:
F. Seiboth, A. Schropp, M. Lyubomirskiy, W. Wang, A. Jahn, S. Kulkarni, T. F. Keller, and C. G. Schroer, "On-chip aberration correction for planar nanofocusing x-ray lenses by focused ion-beam milling," Applied Physics Letters 122(24), (2023).
DOI: 10.5281/zenodo.10116582
title: X-ray beam characterization of an aberration-corrected pair of planar nanofocusing X-ray lenses with ptychography

description: This data set is split over two zip archives. Each archive contains a scanning coherent X-ray diffraction (ptychography) data set recorded at an X-ray energy of 18 keV. A crossed pair of planar nanofocusing X-ray lenses (NFL) made out of silicon is used to focus the beam and scan a Siemens star test sample. Each data set includes a configuration file and scan position file. In addition, the final result of the obtained ptychographic reconstruction is included.
Description of the two data sets:

scan_00033: X-ray beam characterization of the NFL. On this data set the design of the refractive phase correctors was based upon.
scan_00077: X-ray beam characterization of the NFL with refractive phase corrector milled to the silicon lens by focused ion-beam milling.
Additional information:
The diffraction patterns can be found in the 'eiger4m_01' folder. They are split up over multiple h5 files and located in the group '/entry/data/data'. The assignment of diffraction patterns to scan positions can be found in the positions.txt file. All relevant input parameters for ptychography are located in the 'input' group in the ptycho.conf files. The reconstruction results are in the European Data Format (EDF).
The data set has been published in:
F. Seiboth, A. Schropp, M. Lyubomirskiy, W. Wang, A. Jahn, S. Kulkarni, T. F. Keller, and C. G. Schroer, "On-chip aberration correction for planar nanofocusing x-ray lenses by focused ion-beam milling," Applied Physics Letters 122(24), (2023).
DOI: 10.5281/zenodo.10116402
title: X-ray beam characterization of an aberration-corrected pair of multilayer Laue lenses with ptychography

description: This data set is split over three zip archives. Each archive contains a scanning coherent X-ray diffraction (ptychography) data set recorded at an X-ray energy of 16.2 keV. A crossed pair of multilayer Laue lenses (MLL) is used to focus the beam and scan a Siemens star test sample. Each data set includes a configuration file and scan position file. In addition, the final result of the obtained ptychographic reconstruction is included.
Description of the three data sets:

scan_00086: X-ray beam characterization of the MLL. On this data set the design of the refractive phase corrector was based upon.
scan_00338: X-ray beam characterization of the MLL four days after scan_00086 without phase corrector.
scan_00346: X-ray beam characterization of the MLL with refractive phase corrector.
Additional information:
The diffraction patterns can be found in the 'eiger4m_01' folder. They are split up over multiple h5 files and located in the group '/entry/data/data'. The assignment of diffraction patterns to scan positions can be found in the positions.txt file. All relevant input parameters for ptychography are located in the 'input' group in the ptycho.conf files. The reconstruction results are in the European Data Format (EDF).
The data set has been published in:
F. Seiboth, A. Kubec, A. Schropp, S. Niese, P. Gawlitza, J. Garrevoet, V. Galbierz, S. Achilles, S. Patjens, M. E. Stuckelberger, C. David, and C. G. Schroer, "Rapid aberration correction for diffractive X-ray optics by additive manufacturing," Optics Express 30(18), 31519 (2022).
DOI: 10.5281/zenodo.10116403
title: X-ray beam characterization of an aberration-corrected pair of multilayer Laue lenses with ptychography

description: This data set is split over three zip archives. Each archive contains a scanning coherent X-ray diffraction (ptychography) data set recorded at an X-ray energy of 16.2 keV. A crossed pair of multilayer Laue lenses (MLL) is used to focus the beam and scan a Siemens star test sample. Each data set includes a configuration file and scan position file. In addition, the final result of the obtained ptychographic reconstruction is included.
Description of the three data sets:

scan_00086: X-ray beam characterization of the MLL. On this data set the design of the refractive phase corrector was based upon.
scan_00338: X-ray beam characterization of the MLL four days after scan_00086 without phase corrector.
scan_00346: X-ray beam characterization of the MLL with refractive phase corrector.
Additional information:
The diffraction patterns can be found in the 'eiger4m_01' folder. They are split up over multiple h5 files and located in the group '/entry/data/data'. The assignment of diffraction patterns to scan positions can be found in the positions.txt file. All relevant input parameters for ptychography are located in the 'input' group in the ptycho.conf files. The reconstruction results are in the European Data Format (EDF).
The data set has been published in:
F. Seiboth, A. Kubec, A. Schropp, S. Niese, P. Gawlitza, J. Garrevoet, V. Galbierz, S. Achilles, S. Patjens, M. E. Stuckelberger, C. David, and C. G. Schroer, "Rapid aberration correction for diffractive X-ray optics by additive manufacturing," Optics Express 30(18), 31519 (2022).
DOI: 10.34740/kaggle/dsv/6953968
title: Polish-Ukrainian translations from Tatoeba
DOI: 10.21227/b89w-cz60
title: Duckweed Detection Dataset

description: Deficient domestic wastewater management, industrial waste, and floating debris are some leading factors that contribute to inland water pollution. The surplus of minerals and nutrients in overly contaminated zones can lead to the invasion of different invasive weeds. Lemnaceae, commonly known as duckweed, is a family of floating plants that has no leaves or stems and forms dense colonies with a fast growth rate. If not controlled, duckweed establishes a green layer on the surface and depletes fish and other organisms of oxygen and sunlight. In the last decades, duckweed blooms have become an expensive plague to remove in Lake Titicaca, causing significant biodiversity and economic losses. To address this issue, we propose the development of an unmanned surface vehicle (USV) to continuously monitor and collect duckweed. This device includes a steering angle estimation system (SAE) that combines a duckweed detector, a steering angle classifier, and a momentum-inspired module to determine continuously the orientation of the USV when it is inspecting a zone. We train and test our deep learning-based models with two novel datasets: first, a dataset for end-to-end steering angle classification collected synthetically using a bespoke simulator; and second, a dataset for duckweed detection. The latter is published in the present page for its reuse by the community.
DOI: 10.34740/kaggle/dsv/6953973
title: Youtube Trending Video - Taiwan & Hong Kong
DOI: 10.3886/e193661v1-142986
title: STEM Liaison Librarianship Survey

description: The problem this study addresses is the literature gap of liaison librarians’ perspectives on their duties and the frequency of which they perform these duties for academic researchers. Liaison librarians’ roles have broadened with new policies, data, and services stemming from data-driven research across sciences. STEM liaison librarians from a sampling frame of 135 at 16 similarly Association of Research Libraries were surveyed with demographic and job analysis questions. A total of 41 participants completed the entirety of the survey. Findings indicate the majority of our respondents serving 4 or more departments and continue to spend a majority of their time on traditional liaison tasks, but data-related duties are in greater demand. This study validates past work and concludes with discussion and recommendations for staffing and future research of STEM liaison librarians.
description: Response Rates: A total of 41 participants of the 135 completed the entirety of the survey (30.4%).
description: The sampling frame included 135 STEM liaison librarians from 16 institutions.
description: web-based survey;
DOI: 10.6084/m9.figshare.24543280
title: IPT excel.xlsx

description: Demographic and medical information of human immunodeficiency virus positive patients attending antiretroviral therapy clinics.
DOI: 10.26188/21280542.v1
title: Supplementary Data for study: <strong>Genomic data inform taxonomy and conservation of critically endangered shrubs: a case study of </strong><em><strong>Zieria</strong></em><strong> (Rutaceae) species from eastern Australia</strong>

description: Supplementary Data for study: <strong>Genomic data inform taxonomy and conservation of critically endangered shrubs: a case study of </strong><em><strong>Zieria</strong></em><strong> (Rutaceae) species from eastern Australia</strong>
DOI: 10.26188/21280542
title: Supplementary Data for study: <strong>Genomic data inform taxonomy and conservation of critically endangered shrubs: a case study of </strong><em><strong>Zieria</strong></em><strong> (Rutaceae) species from eastern Australia</strong>

description: Supplementary Data for study: <strong>Genomic data inform taxonomy and conservation of critically endangered shrubs: a case study of </strong><em><strong>Zieria</strong></em><strong> (Rutaceae) species from eastern Australia</strong>
DOI: 10.26188/21686159.v1
title: Raw sequence data for study: <strong>Genomic data inform taxonomy and conservation of critically endangered shrubs: a case study of </strong><em><strong>Zieria</strong></em><strong> (Rutaceae) species from eastern Australia</strong>

description: Raw sequence data for study: <strong>Genomic data inform taxonomy and conservation of critically endangered shrubs: a case study of </strong><em><strong>Zieria</strong></em><strong> (Rutaceae) species from eastern Australia</strong>
DOI: 10.26188/21686159
title: Raw sequence data for study: <strong>Genomic data inform taxonomy and conservation of critically endangered shrubs: a case study of </strong><em><strong>Zieria</strong></em><strong> (Rutaceae) species from eastern Australia</strong>

description: Raw sequence data for study: <strong>Genomic data inform taxonomy and conservation of critically endangered shrubs: a case study of </strong><em><strong>Zieria</strong></em><strong> (Rutaceae) species from eastern Australia</strong>
DOI: 10.3886/e195081
title: CoronaNet COVID-19 Policy Responses: Taxonomy Maps and Data for Data Harmonization

description: This deposit contains the taxonomy maps and data we used to translate data on COVID-19 government responses from 7 different datasets into taxonomy developed by the CoronaNet Research Project (CoronaNet; Cheng et al 2020). These taxonomy maps form the basis of our efforts to harmonize this data into the CoronaNet database. The following taxonomy maps are deposited in the 'Taxonomy' folder:ACAPS COVID-19 Government Measures - CoronaNet Taxonomy Map Canadian Data Set of COVID-19 Interventions from the Canadian Institute for Health Information (CIHI) - CoronaNet Taxonomy Map COVID Analysis and Maping of Policies (COVID AMP) - CoronaNet Taxonomy Map Johns Hopkins Health Intervention Tracking for COVID-19 (HIT-COVID) - CoronaNet Taxonomy Map Oxford Covid-19 Government Response Tracker (OxCGRT) - CoronaNet Taxonomy Map World Health Organisation Public Health and Safety Measures (WHO PHSM) - CoronaNet Taxonomy MapMeanwhile the 'Data' folder contains the raw and mapped data for each external dataset (i.e. ACAPS, CIHI, COVID AMP, HIT-COVID, OxCGRT and WHO PHSM) as well as the combined external data for Steps 1 and 3 of the data harmonization process described in Cheng et al (2023) 'Harmonizing Government Responses to the COVID-19 Pandemic.'
description: Smallest Geographic Unit: country; state/province
description: web scraping;