cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.13095695.v1
title: 1_RawData and 2_HQData

description: SNP analysis, haplotype analysis and population genetic diversity analysis based on population evolution
DOI: 10.21227/ak69-0d98
title: A Multispectral Light Field Dataset for Light Field Deep Learning

description: Deep learning undoubtedly has had a huge impact on the computer vision community in recent years. In light field imaging, machine learning-based applications have significantly outperformed their conventional counterparts. Furthermore, multi- and hyperspectral light fields have shown promising results in light field-related applications such as disparity or shape estimation. Yet, a multispectral light field data\-set, enabling data-driven approaches, is missing. Therefore, we propose a new synthetic multispectral light field dataset with depth and disparity ground truth. The dataset consists of a training, validation and test dataset, containing light fields of randomly generated scenes, as well as a challenge dataset rendered from hand-crafted scenes enabling detailed performance assessment.
DOI: 10.15129/d80d1509-25d0-459d-813d-c60771fe6cc2
title: Data for: "Laser-assisted grinding of reaction-bonded SiC"

description: The dataset contains numerical data to illustrate variation of surface roughness Ra value of RB-SiC processed by a nanosecond pulsed fibre laser which has a central emission wavelength of 1064 nm under different grinding depth at several sets of laser power and frequency. The data can be read by using normal Words software.
DOI: 10.6084/m9.figshare.12000018.v1
title: SignBase Main Data File

description: This file contains information on 531 mobile objects of the Aurignacian techno-complex, which carry geometric signs on them. The sign type presences/absences are coded in binary vectors.
DOI: 10.6084/m9.figshare.12000015.v1
title: Example Object Codings

description: Three example objects used for illustration of how to built a UPGMA tree based on sign type presence/absence vectors
DOI: 10.6084/m9.figshare.12000018
title: SignBase Main Data File

description: This file contains information on 531 mobile objects of the Aurignacian techno-complex, which carry geometric signs on them. The sign type presences/absences are coded in binary vectors.
DOI: 10.6084/m9.figshare.12000015
title: Example Object Codings

description: Three example objects used for illustration of how to built a UPGMA tree based on sign type presence/absence vectors
DOI: 10.6084/m9.figshare.12000021
title: Test Coding (Coder 0)

description: Test coding of sign type presences/absences for 30 Aurignacian objects, which correspond to the "expert" codings of the SIgnBase team.
DOI: 10.6084/m9.figshare.12000021.v1
title: Test Coding (Coder 0)

description: Test coding of sign type presences/absences for 30 Aurignacian objects, which correspond to the "expert" codings of the SIgnBase team.
DOI: 10.6084/m9.figshare.12000027.v1
title: Test Coding (Coder 1)

description: Test coding of sign type presences/absences for 30 Aurignacian objects.
DOI: 10.6084/m9.figshare.12000024.v1
title: Test Coding (Coder 3)

description: Test coding of sign type presences/absences for 30 Aurignacian objects.
DOI: 10.6084/m9.figshare.12000027
title: Test Coding (Coder 1)

description: Test coding of sign type presences/absences for 30 Aurignacian objects.
DOI: 10.6084/m9.figshare.12000030.v1
title: Test Coding (Coder 2)

description: Test coding of sign type presences/absences for 30 Aurignacian objects.
DOI: 10.6084/m9.figshare.12000033
title: Test Coding (Coder 4)

description: Test coding of sign type presences/absences for 30 Aurignacian objects.
DOI: 10.6084/m9.figshare.12240167
title: Literature References

description: Literature references to the sources (articles, books, etc.) by which the relevant Aurignacian objects have been published and described.
DOI: 10.6084/m9.figshare.12240170
title: Mobile Object Drawings

description: Drawings in jpg format of overall 276 mobile objects of the Aurignacian techno-complex.
DOI: 10.6084/m9.figshare.12000033.v1
title: Test Coding (Coder 4)

description: Test coding of sign type presences/absences for 30 Aurignacian objects.
DOI: 10.6084/m9.figshare.12240167.v1
title: Literature References

description: Literature references to the sources (articles, books, etc.) by which the relevant Aurignacian objects have been published and described.
DOI: 10.6084/m9.figshare.12896048.v1
title: File_3_signBase_signTypeMaps

description: R markdown file for getting sign type maps.
DOI: 10.6084/m9.figshare.12896051.v1
title: File_2_signBase_signTypeFrequencies

description: R markdown file for getting sign type frequencies.
DOI: 10.6084/m9.figshare.12896060.v1
title: File_5_signBase_UPGMAtrees

description: R markdown file for generating UPGMA trees.
DOI: 10.6084/m9.figshare.12896063.v1
title: File_6_signBase_codingEvaluation

description: R markdown file for coding evaluations.
DOI: 10.6084/m9.figshare.12000024
title: Test Coding (Coder 3)

description: Test coding of sign type presences/absences for 30 Aurignacian objects.
DOI: 10.6084/m9.figshare.12896048
title: File_3_signBase_signTypeMaps

description: R markdown file for getting sign type maps.
DOI: 10.6084/m9.figshare.12896057
title: File_1_signBase_siteMaps

description: R markdown file for generating site maps.
DOI: 10.6084/m9.figshare.12000030
title: Test Coding (Coder 2)

description: Test coding of sign type presences/absences for 30 Aurignacian objects.
DOI: 10.6084/m9.figshare.12896057.v1
title: File_1_signBase_siteMaps

description: R markdown file for generating site maps.
DOI: 10.6084/m9.figshare.12896063
title: File_6_signBase_codingEvaluation

description: R markdown file for coding evaluations.
DOI: 10.6084/m9.figshare.12896060
title: File_5_signBase_UPGMAtrees

description: R markdown file for generating UPGMA trees.
DOI: 10.6084/m9.figshare.12896054
title: File_4_signBase_UPGMAtrees_example

description: R markdown file for worked example of UPGMA tree.
DOI: 10.5287/bodleian:00o5y00y0
title: Data for 'Could the acarid mite Tyrophagus putrescentiae (Schrank) be used as an environmental thermometer?'
DOI: 10.6084/m9.figshare.11959335
title: Supplementary Figure 2 from Releases of Asian houbara must respect genetic and geographic origin to preserve inherited migration behaviour: evidence from a translocation experiment.

description: Consecutive wintering sites of Asian houbara
DOI: 10.6084/m9.figshare.11959335.v2
title: Supplementary Figure 2 from Releases of Asian houbara must respect genetic and geographic origin to preserve inherited migration behaviour: evidence from a translocation experiment.

description: Consecutive wintering sites of Asian houbara
DOI: 10.6084/m9.figshare.11959335.v1
title: Supplementary data from Releases of Asian houbara must respect genetic and geographic origin to preserve inherited migration behaviour: evidence from a translocation experiment

description: Data for all migration metrics
DOI: 10.15129/ab834eac-f64b-41c8-a63c-8d1d73b33a07
title: Outputs WEAVE project (MRC CiC)

description: This dataset represents the outputs of the MRC Confidence in Concept project led by Strathclyde but administered by HTAF/University of Edinburgh. These outputs include a project summary report (PDF), the results of a market assessment exercise, including status of the technology (both in ppt and PDF format), an abstract from a UKNC workshop presentation (PDF) and associated data (csv files). Some of these file are restricted. See the readme file for details.
DOI: 10.6084/m9.figshare.12896051
title: File_2_signBase_signTypeFrequencies

description: R markdown file for getting sign type frequencies.
DOI: 10.21227/b9qk-vr61
title: A Multispectral Light Field Dataset for Light Field Deep Learning

description: Deep learning undoubtedly has had a huge impact on the computer vision community in recent years. In light field imaging, machine learning-based applications have significantly outperformed their conventional counterparts. Furthermore, multi- and hyperspectral light fields have shown promising results in light field-related applications such as disparity or shape estimation. Yet, a multispectral light field data\-set, enabling data-driven approaches, is missing. Therefore, we propose a new synthetic multispectral light field dataset with depth and disparity ground truth. The dataset consists of a training, validation and test dataset, containing light fields of randomly generated scenes, as well as a challenge dataset rendered from hand-crafted scenes enabling detailed performance assessment.
DOI: 10.15129/d7c54205-9bca-4785-9b3e-1e6a2b182771
title: Data for: "A systematic comparison of polar and semipolar Si-doped AlGaN alloys with high AlN content"

description: This data is the result of cathodoluminescence hyperspectral imaging and wavelength-dispersive X-ray spectroscopy measurements carried out on a set of Si-doped AlₓGa₁₋ₓN epilayers, grown at the Tyndall Institute using different AlGaN crystal orientations and Si incorporation. Further analysis and interpretation of this data is presented in the associated journal article, and figure numbers referred to in the data correspond to those used in this paper: "A systematic comparison of polar and semipolar Si-doped AlGaN alloys with high AlN content" by L. Spasevski et al (2020), Journal of Physics D: Applied Physics. DOI: 10.1088/1361-6463/abbc95
DOI: 10.25375/uct.11770740
title: ALSI Futures Option Data

description: This data consists of option price data from March 2018 (AIH8) to September 2019 (AIU9). This data was extracted from the Bloomberg terminal at UCT library, using 'Rblpapi' API package in the R programming language. It is in the .csv format for convenient use.<br>Option data on the following futures contracts are givenAIH8 - expiration March 2018AIM8 - expiration June 2018<br>AIU8 - expiration September 2018<br>AIZ8 - expiration December 2018<br>AIH9 - expiration March 2019<br>AIM9 - expiration June 2019<br>AIU9 - expiration September 2019<br><br>The expiration dates correspond to the 3rd Thursday of the month of expiry<br>Each data file only contains option price information for the period from the expiry of the previous set of option contracts. i.e. AIU8 only contains data from June 2018 to September 2018.<br>This data was used to produce a Minor Dissertation at the University of Cape Town.
DOI: 10.25375/uct.11770740.v1
title: ALSI Futures Option Data

description: This data consists of option price data from March 2018 (AIH8) to September 2019 (AIU9). This data was extracted from the Bloomberg terminal at UCT library, using 'Rblpapi' API package in the R programming language. It is in the .csv format for convenient use.<br>Option data on the following futures contracts are givenAIH8 - expiration March 2018AIM8 - expiration June 2018<br>AIU8 - expiration September 2018<br>AIZ8 - expiration December 2018<br>AIH9 - expiration March 2019<br>AIM9 - expiration June 2019<br>AIU9 - expiration September 2019<br><br>The expiration dates correspond to the 3rd Thursday of the month of expiry<br>Each data file only contains option price information for the period from the expiry of the previous set of option contracts. i.e. AIU8 only contains data from June 2018 to September 2018.<br>This data was used to produce a Minor Dissertation at the University of Cape Town.
DOI: 10.6084/m9.figshare.12896054.v1
title: File_4_signBase_UPGMAtrees_example

description: R markdown file for worked example of UPGMA tree.
DOI: 10.21227/awgd-3t83
title: Angled Posed Facial Expression Dataset

description: this dataset contrains facial expression from different sides. the top level videos are shot on logitech c270 and the bottom ones are shot with an lg g6
DOI: 10.21227/mqw3-4k98
title: Angled Posed Facial Expression Dataset

description: this dataset contrains facial expression from different sides. the top level videos are shot on logitech c270 and the bottom ones are shot with an lg g6
DOI: 10.15129/6fd249b4-861f-4f7b-a34f-ad336205fa64
title: Data for: "Molecular dynamics simulation of AFM tip-based hot machining of nanocrystalline GaAs"

description: The dataset contains numerical data to illustrate variation of stress components, Hydrostatic stress and von Mises stress on the cutting zone and diamond tip. The data can be read by using normal Microsoft Excel software.
DOI: 10.5281/zenodo.4090943
title: Tibet_AABW

description: data to produce the main figures in "Can the Tibetan Plateau affect the AABW?" can be found at (every case has its own folder in the compressed file)
DOI: 10.5066/p9ojive6
title: Hawaiian Islands Hawaiian hoary bat samples, genome assembly, and SNP genotypes, 2009-2015

description: This dataset features tissue collection information, reference genome assembly, and single nucleotide polymorphisim (SNP) genotypes of 23 Hawaiian hoary bats collected across four Hawaiian Islands, Hawaii, Maui, Oahu, and Kauai. These data were collected in order to examine the phylogenetic history and patterns of genetic variation in the Hawaiian hoary bat. The raw sequencing data are deposited to National Center for Biotechnology Information (NCBI) Sequence Read Archive (SRA) under accession PRJNA559902. The data are archived in GenBank at the following URL: https://www.ncbi.nlm.nih.gov/bioproject/559902.
DOI: 10.7284/136702
title: CTD (Conductivity, Temperature, Depth) data collected during research cruise PE19-28 using a Sea-Bird SBE-911+ instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.15129/01270576-2ee6-452c-927a-b5a0a89a0921
title: Data for: "An atomistic investigation on the wear of diamond during atomic force microscope tip-based nanomachining of Gallium Arsenide"

description: The dataset contains numerical data to illustrate variation of stress components, Hydrostatic stress and von Mises stress on the cutting zone and diamond tip and the graphitization rate of the diamond tip. The data can be read by using normal Microsoft Excel software.
DOI: 10.6084/m9.figshare.13096082
title: OD9 dataset part 06/28

description: 435 032 nwchem logfiles calculated thanks to the quchempedia BOINC project.DFT calculations (B3LYP / 321G)The first 184 158 molecules corresond to the recalculation of QM9 and PC9. The others are newly generated molecules with the EvoMol software.<br>Beware the concaneted tar file is 141GB of compressed files.<br>
DOI: 10.6084/m9.figshare.13096082.v1
title: OD9 dataset part 06/28

description: 435 032 nwchem logfiles calculated thanks to the quchempedia BOINC project.DFT calculations (B3LYP / 321G)The first 184 158 molecules corresond to the recalculation of QM9 and PC9. The others are newly generated molecules with the EvoMol software.<br>Beware the concaneted tar file is 141GB of compressed files.<br>
DOI: 10.6084/m9.figshare.13096085
title: OD9 dataset part 07/28

description: 435 032 nwchem logfiles calculated thanks to the quchempedia BOINC project.DFT calculations (B3LYP / 321G)The first 184 158 molecules corresond to the recalculation of QM9 and PC9. The others are newly generated molecules with the EvoMol software.<br>Beware the concaneted tar file is 141GB of compressed files.<br>
DOI: 10.6084/m9.figshare.13096085.v1
title: OD9 dataset part 07/28

description: 435 032 nwchem logfiles calculated thanks to the quchempedia BOINC project.DFT calculations (B3LYP / 321G)The first 184 158 molecules corresond to the recalculation of QM9 and PC9. The others are newly generated molecules with the EvoMol software.<br>Beware the concaneted tar file is 141GB of compressed files.<br>
DOI: 10.6084/m9.figshare.13096091
title: OD9 dataset part 08/28

description: 435 032 nwchem logfiles calculated thanks to the quchempedia BOINC project.DFT calculations (B3LYP / 321G)The first 184 158 molecules corresond to the recalculation of QM9 and PC9. The others are newly generated molecules with the EvoMol software.<br>Beware the concaneted tar file is 141GB of compressed files.<br>
DOI: 10.6084/m9.figshare.13096091.v1
title: OD9 dataset part 08/28

description: 435 032 nwchem logfiles calculated thanks to the quchempedia BOINC project.DFT calculations (B3LYP / 321G)The first 184 158 molecules corresond to the recalculation of QM9 and PC9. The others are newly generated molecules with the EvoMol software.<br>Beware the concaneted tar file is 141GB of compressed files.<br>
DOI: 10.15129/746765d8-0cd3-4320-ac8e-fe4d3192e90a
title: Data for: "A simulated investigation of ductile response of GaAs in single point diamond turning and experimental validation"

description: The dataset contains numerical data to illustrate variation of stress components, Hydrostatic stress and von Mises stress of the cutting zone and diamond tip on three different GaAs surfaces . The data can be read by using normal Microsoft words software.
DOI: 10.5285/ffc9ed384aea471dab35901cf62f70be
title: NCAS mobile X-band radar scan data from 1st November 2016 to 4th June 2018 deployed on long-term observations at the Chilbolton Facility for Atmospheric and Radio Research (CFARR), Hampshire, UK.

description: This dataset contains scan data from the National Centre for Atmospheric Science Atmospheric Measuring Facility's mobile X-band radar between 1st November 2016 to 4th June 2018 at Chilbolton Facility for Atmospheric and Radio Research (CFARR), UK, as part of ongoing long-term observations made by the NERC National Centre for Atmospheric Science (NCAS). The radar transmits pulses of electromagnetic radiation and measures the amount of energy backscattered to the receiver from which the location and intensity of precipitation, radial winds and polarisation parameters can be calculated. Parameters available in these data files include: dBZ - equivalent reflectivity factor; V - radial velocity; W - spectral width; ZDR - differential reflectivity; KDP - specific differential phase shift; PhiDP - differential phase shift; RhoHV - co-polar cross correlation coefficient; SQI - signal quality index or normalized_coherent_power. A complete list of all available parameters is available on the CEDA data catalogue record for this dataset. The sur files contain a volume of scans at different elevation angles between 0 and 90 degrees, approximately every 5-6 minutes. The rhi files contain a single cross-section scan at a given azimuth and an elevation range of 0 to 180 degrees, every 5-6 minutes. The data are available as netCDF files to all registered CEDA users under the Open Government License.
DOI: 10.6084/m9.figshare.13094930
title: Supplementation of rice husk activated charcoal in feed and its effects on growth and histology of the stomach and intestines from giant trevally Caranx ignobilis

description: Data of feed conversion ratio (FCR) and survival rate (SR) of Caranx ignobilis
DOI: 10.6084/m9.figshare.13094930.v2
title: Supplementation of rice husk activated charcoal in feed and its effects on growth and histology of the stomach and intestines from giant trevally Caranx ignobilis

description: Data of feed conversion ratio (FCR) and survival rate (SR) of Caranx ignobilis
DOI: 10.6084/m9.figshare.13094930.v1
title: Supplementation of rice husk activated charcoal in feed and its effects on growth and histology of the stomach and intestines from giant trevally Caranx ignobilis

description: Data of feed conversion ratio (FCR) and survival rate (SR) of Caranx ignobilis
DOI: 10.21227/xbbs-mh79
title: jonas1

description: just monthly averages
DOI: 10.21251/707087b1-8907-4f33-92a8-dc66c91f7768
title: King Saud University Arabic Speech Database

description: King Saud University Arabic Speech Database was developed by Speech Group (SG) at King Saud University and contains 590 hours of recorded Arabic speech from 269 male and female speakers. The utterances include read and spontaneous speech. The recordings were conducted in varied environments representing quiet and noisy settings.
DOI: 10.21227/ka0g-7s88
title: Angled Posed Facial Expression Dataset

description: This dataset contains facial expressions from different sides. the top-level videos are shot on Logitech c270 and the bottom ones are shot with an LG g6. The videos are continuous shots at 480p from different angles. This is meant to serve as a dataset for facial expression recognition under different angles and poses.
DOI: 10.5517/ccdc.csd.cc1zp730
title: CCDC 1837652: Experimental Crystal Structure Determination

description: Related Article: S. Senthilkumar, J. Seralathan, G. Muthukumaran|2021|J.Mol.Struct.|1226|129354|doi:10.1016/j.molstruc.2020.129354
DOI: 10.5517/ccdc.csd.cc20ggsr
title: CCDC 1860954: Experimental Crystal Structure Determination

description: Related Article: Qiao Gao, Dong-Hua Hu, Ming-Hua Duan, De-Hui Li|2019|J.Mol.Struct.|1184|400|doi:10.1016/j.molstruc.2018.12.110
DOI: 10.25505/fiz.icsd.cc1zwl4l
title: CSD 1843760: Experimental Crystal Structure Determination

description: Related Article: Chao Li, Hong-Wei Zheng, Heng-Wei Wei, Jie Su, Fu-Hui Liao, Zhen-Yi Zhang, Ling Xu, Zu-Pei Yang, Xiao-Ming Wang, Huan Jiao|2018|Chem.Commun.|54|11598|doi:10.1039/C8CC07218C
DOI: 10.5517/ccdc.csd.cc207rst
title: CCDC 1854506: Experimental Crystal Structure Determination

description: Related Article: Hyunseok Kim, Hyunyong Kim, Kimoon Kim, Eunsung Lee|2019|Inorg.Chem.|58|6619|doi:10.1021/acs.inorgchem.8b03173
DOI: 10.5517/ccdc.csd.cc209jhc
title: CCDC 1856202: Experimental Crystal Structure Determination

description: Related Article: Hyunseok Kim, Hyunyong Kim, Kimoon Kim, Eunsung Lee|2019|Inorg.Chem.|58|6619|doi:10.1021/acs.inorgchem.8b03173
DOI: 10.5517/ccdc.csd.cc20tj6l
title: CCDC 1871569: Experimental Crystal Structure Determination

description: Related Article: Ying He, Yanbin Zhang, Lukasz Wojtas, Novruz G. Akhmedov, David Thai, Heng Wang, Xiaopeng Li, Hao Guo, Xiaodong Shi|2019|Chemical Science|10|4192|doi:10.1039/C9SC00190E
DOI: 10.25505/fiz.icsd.cc20v0zw
title: CSD 1872058: Experimental Crystal Structure Determination

description: Related Article: M. Weil, T. Veyer|2018|Acta Crystallogr.,Sect.E:Cryst.Commun.|74|1561|doi:10.1107/S2056989018014214
DOI: 10.5281/zenodo.4091033
title: Statistics of the sonnendach.ch dataset

description: This dataset contains statistics of the sonnendach.ch dataset at the national level. See README.md for more information.
DOI: 10.5281/zenodo.4091032
title: Statistics of the sonnendach.ch dataset

description: This dataset contains statistics of the sonnendach.ch dataset at the national level. See README.md for more information.
DOI: 10.5281/zenodo.4091035
title: Patient-reported physical functioning of critical illness survivors 1-year after ICU-admission

description: Dataset for manuscript: "Patient-reported physical functioning is limited in almost half of critical illness survivors 1-year after ICU-admission: a retrospective single-centre study"
DOI: 10.5281/zenodo.4091034
title: Patient-reported physical functioning of critical illness survivors 1-year after ICU-admission

description: Dataset for manuscript: "Patient-reported physical functioning is limited in almost half of critical illness survivors 1-year after ICU-admission: a retrospective single-centre study"
DOI: 10.6084/m9.figshare.13096400
title: 2PE-ISM images of microtubules stained HeLa cell

description: 2PE-ISM images of HeLa cells, acquired with a custom microscope sytem at Istituto Italiano di Tecnologia.<br>
DOI: 10.6084/m9.figshare.13096400.v1
title: 2PE-ISM images of microtubules stained HeLa cell

description: 2PE-ISM images of HeLa cells, acquired with a custom microscope sytem at Istituto Italiano di Tecnologia.<br>
DOI: 10.25345/c52b43
title: MassIVE MSV000086290 - GNPS_Synthetic cannabinoids in_OF_20_50_01
title: Synthetic Cannabinoids in OF untargeted assessement high resolution mass spectrometry
DOI: 10.6084/m9.figshare.11347655.v1
title: 2PE-ISM images of 100nm fluorescent nanospheres

description: 2PE-ISM image acquired with custom LSM system at Istituto Italiano di Tecnlogia. The .mat file contains the 25 images acquired with the SPAD array detector, as well as all the relevant metadata. <br>