cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8277158
title: Human Inner Ear Anatomy: Labeled Volume CT Data of Inner Ear Fluid Space and Anatomical Landmarks

description: The provided dataset comprises 43 instances of temporal bone volume CT scans. The scans were performed on human cadaveric specimen with a resulting isotropic voxel size of \(99 \times 99 \times 99 \, \, \mathrm{\mu m}^3\). Voxel-wise image labels of the fluid space of the bony labyrinth, subdivided in the three semantic classes cochlear volume, vestibular volume and semicircular canal volume are provided. In addition, each dataset contains JSON-like descriptor data defining the voxel coordinates of the anatomical landmarks: (1) apex of the cochlea, (2) oval window and (3) round window. The dataset can be used to train and evaluate algorithmic machine learning models for automated innear ear analysis in the context of the supervised learning paradigm. <strong>Usage Notes</strong> The datasets are formatted in the HDF5 format developed by the HDF5 Group. We utilized and thus recommend the usage of Python bindings pyHDF to handle the datasets. The flat-panel volume CT raw data, labels and landmarks are saved in the HDF5-internal file structure using the respective group and datasets: <pre><code>raw/raw-0 label/label-0 landmark/landmark-0 landmark/landmark-1 landmark/landmark-2</code></pre> Array raw and label data can be read from the file by indexing into an opened h5py file handle, for example as numpy.ndarray. Further metadata is contained in the attribute dictionaries of the raw and label datasets. Landmark coordinate data is available as an attribute dict and contains the coordinate system (LPS or RAS), IJK voxel coordinates and label information. The helicotrema or cochlea top is globally saved in landmark 0, the oval window in landmark 1 and the round window in landmark 2. Read as a Python dictionary, exemplary landmark information for a dataset may reads as follows: <pre><code class="language-python">{'coordsys': 'LPS', 'id': 1, 'ijk_position': array([181, 188, 100]), 'label': 'CochleaTop', 'orientation': array([-1., -0., -0., -0., -1., -0., 0., 0., 1.]), 'xyz_position': array([ 44.21109689, -139.38058589, -183.48249736])}</code></pre> <pre><code class="language-python">{'coordsys': 'LPS', 'id': 2, 'ijk_position': array([222, 182, 145]), 'label': 'OvalWindow', 'orientation': array([-1., -0., -0., -0., -1., -0., 0., 0., 1.]), 'xyz_position': array([ 48.27890112, -139.95991131, -179.04103763])}</code></pre> <pre><code class="language-python">{'coordsys': 'LPS', 'id': 3, 'ijk_position': array([223, 209, 147]), 'label': 'RoundWindow', 'orientation': array([-1., -0., -0., -0., -1., -0., 0., 0., 1.]), 'xyz_position': array([ 48.33120126, -137.27135678, -178.8665465 ])}</code></pre>
description: This research project received support from the Bavarian Ministry of Economic Affairs, Infrastructure, Transport and Technology as well as from the Interdisziplinäres Zentrum für Klinische Forschung der Universität Würzburg, Grant Z_4/150-200. D.M. Pelt is supported by The Netherlands Organization for Scientific Research (NWO), project number 016.Veni.192.235
DOI: 10.57841/casdc.0001985
title: 聚合物刷水润滑条件下水膜厚度和摩擦学行为的相关性研究
DOI: 10.25442/hku.24041724
title: Supporting data for "4D Printing of Advanced Scaffolds for Uterine Tissue Engineering: Design, Fabrication and Assessments"

description: The study in the PhD thesis was aimed to construct tissue engineering scaffolds for uterine regeneration via 3D and 4D printing. The dataset includes the raw data about the PhD thesis. The data includes the characterization of prepared biomaterials and scaffolds. Also, the evaluation of properties including morphology, structure, mechanical performance, biodegradatbility and biocompatibility was in this dataset. The data was collected by experiments and analysis, such as chemical synthesis, SEM observation, FTIR analysis, tensile and compression tests, etc.
DOI: 10.25442/hku.24041724.v1
title: Supporting data for "4D Printing of Advanced Scaffolds for Uterine Tissue Engineering: Design, Fabrication and Assessments"

description: The study in the PhD thesis was aimed to construct tissue engineering scaffolds for uterine regeneration via 3D and 4D printing. The dataset includes the raw data about the PhD thesis. The data includes the characterization of prepared biomaterials and scaffolds. Also, the evaluation of properties including morphology, structure, mechanical performance, biodegradatbility and biocompatibility was in this dataset. The data was collected by experiments and analysis, such as chemical synthesis, SEM observation, FTIR analysis, tensile and compression tests, etc.
DOI: 10.25442/hku.24024525
title: Supporting data for " 3D Printing of Biomimicking Graded Tissue Engineering Scaffolds for Bone Regeneration via Digital Light Processing (DLP): Design, Fabrication, Simulation and Properties".

description: This project aims to explore the design, fabrication, simulation, and properties of biomimicking graded scaffolds for bone regeneration. The purposes of this study will be addressed through quantitative and qualitative analyses via performing both experiments and simulations. This dataset contains the data collected from Southern University of Science and Technology (SUSTech) in mainland China and The University of Hong Kong (HKU).
DOI: 10.25442/hku.24024525.v1
title: Supporting data for " 3D Printing of Biomimicking Graded Tissue Engineering Scaffolds for Bone Regeneration via Digital Light Processing (DLP): Design, Fabrication, Simulation and Properties".

description: This project aims to explore the design, fabrication, simulation, and properties of biomimicking graded scaffolds for bone regeneration. The purposes of this study will be addressed through quantitative and qualitative analyses via performing both experiments and simulations. This dataset contains the data collected from Southern University of Science and Technology (SUSTech) in mainland China and The University of Hong Kong (HKU).
DOI: 10.25442/hku.24047019
title: Supporting data for <i>"Development of inhaled formulations of antimicrobial agents against tuberculosis"</i>

description: This is the dataset supporting the PhD thesis entitle 'Development of inhaled formulations of antimicrobial agents against tuberculosis' submitted by SHAO Zitong. There are three subfolder under the dataset: Capreomycin SD formulations, Cap+D-LAK co-SD formulations and INH+D-LAK co-SD formulations, corresponding to capreomycin spray-dried formulatoins (chapter 3), capreomycin/D-LAK peptides spray-dried formulations (chapter 4) and INH/D-LAK peptides spray-dried formulations (chapter 5), respectively.
DOI: 10.25442/hku.24047019.v1
title: Supporting data for <i>"Development of inhaled formulations of antimicrobial agents against tuberculosis"</i>

description: This is the dataset supporting the PhD thesis entitle 'Development of inhaled formulations of antimicrobial agents against tuberculosis' submitted by SHAO Zitong. There are three subfolder under the dataset: Capreomycin SD formulations, Cap+D-LAK co-SD formulations and INH+D-LAK co-SD formulations, corresponding to capreomycin spray-dried formulatoins (chapter 3), capreomycin/D-LAK peptides spray-dried formulations (chapter 4) and INH/D-LAK peptides spray-dried formulations (chapter 5), respectively.
DOI: 10.57841/casdc.0001986
title: 固体表面FAS膜转移对面接触油膜润滑影响的试验研究
DOI: 10.5281/zenodo.8299779
title: Montly flux of TPM, CO2, CO and CH4 for the south of the Amazon Basin during 2020, 2021 and 2022.

description: Base de dados da emissão média mensal do fluxo dos materiais TPM, CO2, CO e CH4 para o sul da Bacia Amazônica durante os anos 2020,2021 e 2022. Gerada a partir dos dados do instrumento ABI a bordo do satélite GOES-East, dos coeficientes de emissão do inventário FEER e fatores de emissão específicos do bioma de floresta tropical. Database of the monthly average emission flux of the materials TPM, CO2, CO, and CH4 for the southern Amazon Basin during the years 2020, 2021, and 2022. Generated from data obtained by the ABI instrument on board the GOES-East satellite, using emission coefficients from the FEER inventory and biome-specific emission factors for tropical forests.
DOI: 10.5281/zenodo.8299778
title: Montly flux of TPM, CO2, CO and CH4 for the south of the Amazon Basin during 2020, 2021 and 2022.

description: Base de dados da emissão média mensal do fluxo dos materiais TPM, CO2, CO e CH4 para o sul da Bacia Amazônica durante os anos 2020,2021 e 2022. Gerada a partir dos dados do instrumento ABI a bordo do satélite GOES-East, dos coeficientes de emissão do inventário FEER e fatores de emissão específicos do bioma de floresta tropical. Database of the monthly average emission flux of the materials TPM, CO2, CO, and CH4 for the southern Amazon Basin during the years 2020, 2021, and 2022. Generated from data obtained by the ABI instrument on board the GOES-East satellite, using emission coefficients from the FEER inventory and biome-specific emission factors for tropical forests.
DOI: 10.57841/casdc.0001987
title: 工作电压对N36锆合金表面微弧氧化涂层磨蚀性能的影响
DOI: 10.25904/1912/3917
title: Disinfection Byproducts HAA in Drinking Water

description: Occurrence of disinfection by-products in drinking water globally with this data set on HAA.
DOI: 10.57841/casdc.0001988
title: 利用球形压头研究聚碳酸酯的微米划痕性能
DOI: 10.5281/zenodo.8299790
title: Chapman conference data

description: These data provide information on binary gender participation (men, women) in scientific leadership at Chapman conferences.
DOI: 10.26188/24053556
title: Multicultural Youth Australia Knowledge Hub

description: The <i>Multicultural Youth Australia Knowledge Hub</i> was developed by the University of Melbourne's Research Unit in Public Cultures, Youth Research Centre and eScholarship Research Centre as part of the Australian Research Council funded project 'Defining the Status of Culturally and Linguistically Diverse Young People' (LP150100219 2016-2018).For web published edition of the data see: https://web.esrc.unimelb.edu.au/BSCO/Young people from culturally and linguistically diverse (CALD) backgrounds represent 25% of all Australian 12-24 year olds, however there is little systematic data on how they are faring. This data is from a three-year, ARC funded Linkage Project seeks to address this gap via a research collaboration with nine organisations – Centre for Multicultural Youth, Access Community Services Ltd, Multicultural Youth Affairs Network of NSW, Department of Education and Training, Migrant Resource Centre (Southern Tasmania Inc), Youth Coalition of the ACT, Multicultural Youth South Australia Inc, Youth Affairs Council of WA Inc, and Office of Multicultural Affairs and Citizenship.
DOI: 10.26188/24053556.v2
title: Multicultural Youth Australia Knowledge Hub

description: The <i>Multicultural Youth Australia Knowledge Hub</i> was developed by the University of Melbourne's Research Unit in Public Cultures, Youth Research Centre and eScholarship Research Centre as part of the Australian Research Council funded project 'Defining the Status of Culturally and Linguistically Diverse Young People' (LP150100219 2016-2018).For web published edition of the data see: https://web.esrc.unimelb.edu.au/BSCO/Young people from culturally and linguistically diverse (CALD) backgrounds represent 25% of all Australian 12-24 year olds, however there is little systematic data on how they are faring. This data is from a three-year, ARC funded Linkage Project seeks to address this gap via a research collaboration with nine organisations – Centre for Multicultural Youth, Access Community Services Ltd, Multicultural Youth Affairs Network of NSW, Department of Education and Training, Migrant Resource Centre (Southern Tasmania Inc), Youth Coalition of the ACT, Multicultural Youth South Australia Inc, Youth Affairs Council of WA Inc, and Office of Multicultural Affairs and Citizenship.
DOI: 10.26188/24053556.v1
title: <i>Multicultural Youth Australia Knowledge Hub</i>

description: The <i>Multicultural Youth Australia Knowledge Hub</i> was developed by the University of Melbourne's Research Unit in Public Cultures, Youth Research Centre and eScholarship Research Centre as part of the Australian Research Council funded project 'Defining the Status of Culturally and Linguistically Diverse Young People' (LP150100219 2016-2018).For web published edition of the data see: https://web.esrc.unimelb.edu.au/BSCO/Young people from culturally and linguistically diverse (CALD) backgrounds represent 25% of all Australian 12-24 year olds, however there is little systematic data on how they are faring. This data is from a three-year, ARC funded Linkage Project seeks to address this gap via a research collaboration with nine organisations – Centre for Multicultural Youth, Access Community Services Ltd, Multicultural Youth Affairs Network of NSW, Department of Education and Training, Migrant Resource Centre (Southern Tasmania Inc), Youth Coalition of the ACT, Multicultural Youth South Australia Inc, Youth Affairs Council of WA Inc, and Office of Multicultural Affairs and Citizenship.
DOI: 10.57841/casdc.0001989
title: 原始组织对ER9车轮钢滚动接触疲劳性能的影响
DOI: 10.6084/m9.figshare.24053652
title: Instances_HVS-P-problem.zip

description: The data of instances for a research of "Heterogeneous Vehicle Scheduling with Precedence Constraints"
DOI: 10.6084/m9.figshare.22548400.v3
title: A scATAC-seq atlas of chromatin accessibility in axolotl brain regions

description: Axolotl (<i>Ambystoma mexicanum</i>) is an excellent model for investigating regeneration, the interaction between regenerative and developmental processes, comparative genomics, and evolution. The brain, which serves as the material basis of consciousness, learning, memory, and behavior, is the most complex and advanced organ in axolotl. The modulation of transcription factors is a crucial aspect in determining the function of diverse regions within the brain. There is, however, no comprehensive understanding of the gene regulatory network of axolotl brain regions. Here, we utilized single-cell ATAC sequencing to generate the chromatin accessibility landscapes of 81,199 cells from the olfactory bulb, telencephalon, diencephalon and mesencephalon, hypothalamus and pituitary, and the rhombencephalon. Based on these data, we identified key transcription factors specific to distinct cell types and compared cell type functions across brain regions. Our results provide a foundation for comprehensive analysis of gene regulatory programs, which are valuable for future studies of axolotl brain development, regeneration, and evolution, as well as on the mechanisms underlying cell-type diversity in vertebrate brains.
DOI: 10.5281/zenodo.7703482
title: Genomically predicted theoretical protein mass database for mass spectrometry (GPMsDB) R01-RS95

description: GPMsDB-tk/GPMsDB-dbtk are software toolkits for assigning taxonomic identification to user-provided MALDI-TOF mass spectrometry profiles obtained from bacterial and archaeal cultured isolates. This is a database (release R01-RS95) used for the toolkits. This database is released under the Creative Commons Attribution-ShareAlike 4.0 International License. GPMsDB-tk/GPMsDB-dbtk are available at https://github.com/ysekig. Details are shown at the GitHub sites.
DOI: 10.6084/m9.figshare.24053820
title: Sun, Xu et al. China sports industry and digital economy statistics

description: Sun, Xu et al. China sports industry and digital economy statistics
DOI: 10.57841/casdc.0001990
title: CoCrFeMoNiCx中熵合金的组织及其力学和摩擦学性能
DOI: 10.6084/m9.figshare.20516376.v1
title: Zaozigou zircon

description: Zircon geochronology, composition, and H-O isotope
DOI: 10.6084/m9.figshare.20516376
title: Intraplate magmatism induced by slab-induced return flow: Evidence from the West Qinling Orogen

description: Zircon geochronology, composition, and H-O isotope
DOI: 10.6084/m9.figshare.20516376.v3
title: Intraplate magmatism induced by slab-induced return flow: Evidence from the West Qinling Orogen

description: Zircon geochronology, composition, and H-O isotope
DOI: 10.6084/m9.figshare.20516376.v2
title: <b>Intraplate magmatism induced by slab-induced return flow: Evidence from the West Qinling Orogen</b>

description: Zircon geochronology, composition, and H-O isotope
DOI: 10.6084/m9.figshare.23257463.v2
title: Table S1-S6 in the manuscript titled "Large-scale Cretaceous adakitic magmatism induced by water-fluxed melting of continental crust during the North China Craton destruction".

description: The whole-rock geochemistry and zircon Hf-O isotopic data, zircon U-Pb dating, major and trace elements chosen for thermodynamic simulations and trace element characteristics modelling in the study. The collected adakitic rocks in the NCC is available at the same repository.
DOI: 10.57841/casdc.0001991
title: Ag2S纳米粒子原位合成以增强PAI涂层机械和摩擦学性能
DOI: 10.6084/m9.figshare.23257463
title: Table S1-S7 in the manuscript titled "Large-scale Cretaceous adakitic magmatism induced by water-fluxed melting of continental crust during the North China Craton destruction".

description: The whole-rock geochemistry and zircon Hf-O isotopic data, zircon U-Pb dating, major and trace elements chosen for thermodynamic simulations and trace element characteristics modelling in the study. The collected adakitic rocks in the NCC is available at the same repository.
DOI: 10.6084/m9.figshare.23257463.v3
title: Table S1-S7 in the manuscript titled "Large-scale Cretaceous adakitic magmatism induced by water-fluxed melting of continental crust during the North China Craton destruction".

description: The whole-rock geochemistry and zircon Hf-O isotopic data, zircon U-Pb dating, major and trace elements chosen for thermodynamic simulations and trace element characteristics modelling in the study. The collected adakitic rocks in the NCC is available at the same repository.
DOI: 10.25442/hku.24034323
title: Supporting data for "The Impact of The Naturalness Bias on Vowel Harmony Patterns in Transmission and Communication"

description: This dataset includes experiment records from Experiment 1 and Experiment 2 of the thesis "The Impact of The Naturalness Bias on Vowel Harmony Patterns in Transmission and Interaction". Files are either in the format of excel or csv. All excel files were generated by Microsoft Excel; All csv files were generated by PsychoPy via Pavlovia.The thesis includes two experiments investigating the effect of naturalness bias on phonological grammar. Both experiments adopted the Artificial Language Learning paradigm: participants were trained with an artificial language designed by the researcher, and then they were tested on how well they have acquired this language. In the testing phase, participants' task was to choose the correct answer out of two choices. For example, after they learned a singular-plural pair - , they were asked whether or is the correct plural form of . As the whole experiment was done with a computer program, their selection was recorded for each question. For example, in file [20230308_HKT1300_0023_iterative_2023-03-08_13h15.49.555] Column "mouse_2.clicked_name", "circle_2_a" and "circle_2_b" indicate that the participant has chosen Selection A (e.g., ) or Selection B (e.g., ) respectively. Thus, based on these datasets, we can calculate their accuracy rate to measure their learning outcomes.
DOI: 10.25442/hku.24034323.v1
title: Supporting data for "The Impact of The Naturalness Bias on Vowel Harmony Patterns in Transmission and Communication"

description: This dataset includes experiment records from Experiment 1 and Experiment 2 of the thesis "The Impact of The Naturalness Bias on Vowel Harmony Patterns in Transmission and Interaction". Files are either in the format of excel or csv. All excel files were generated by Microsoft Excel; All csv files were generated by PsychoPy via Pavlovia.The thesis includes two experiments investigating the effect of naturalness bias on phonological grammar. Both experiments adopted the Artificial Language Learning paradigm: participants were trained with an artificial language designed by the researcher, and then they were tested on how well they have acquired this language. In the testing phase, participants' task was to choose the correct answer out of two choices. For example, after they learned a singular-plural pair - , they were asked whether or is the correct plural form of . As the whole experiment was done with a computer program, their selection was recorded for each question. For example, in file [20230308_HKT1300_0023_iterative_2023-03-08_13h15.49.555] Column "mouse_2.clicked_name", "circle_2_a" and "circle_2_b" indicate that the participant has chosen Selection A (e.g., ) or Selection B (e.g., ) respectively. Thus, based on these datasets, we can calculate their accuracy rate to measure their learning outcomes.
DOI: 10.25442/hku.23968830
title: Supporting data for "Protective effects of melatonin in a rat model of post-stroke epilepsy".

description: A total of 92 male Sprague-Dawley rats were used in this study. The frequency of spontaneous recurrent seizures (SRS) was monitored using video monitoring 6 to 8 weeks after TLE induction. Spatial memory, anxiety, and aggression were assessed using the Morris water maze, open field, approach-response, touch-response, and pick-up tests. In order to evaluate brain atrophy and mossy fiber sprouting, rats were euthanized after behavioural testing and their brain sections were stained with Nissl or ZnT3. Apoptotic proteins were measured in the remainder of the brain tissues.
DOI: 10.25442/hku.23968830.v1
title: Supporting data for "Protective effects of melatonin in a rat model of post-stroke epilepsy".

description: A total of 92 male Sprague-Dawley rats were used in this study. The frequency of spontaneous recurrent seizures (SRS) was monitored using video monitoring 6 to 8 weeks after TLE induction. Spatial memory, anxiety, and aggression were assessed using the Morris water maze, open field, approach-response, touch-response, and pick-up tests. In order to evaluate brain atrophy and mossy fiber sprouting, rats were euthanized after behavioural testing and their brain sections were stained with Nissl or ZnT3. Apoptotic proteins were measured in the remainder of the brain tissues.
DOI: 10.6084/m9.figshare.24036819
title: Data from: Elevational range limits in naturalized <i>Rumex conglomeratus</i> likely formed by climate and lack of local adaptation

description: Data on lab germination and field survival and reproduction of <i>Rumex conglomeratus</i> from both lowland and upland populations in the introduced range in New Zealand. Seeds were collected from natural populations in the middle of the range and at the high elevation range edge and grown in a reciprocal transplant common garden experiment at mid-range, range edge and beyond range sites. We measured germination of seeds from all populations under lab conditions and measured emergence, survival, biomass and reproduction in individual plants from the field experiment.Data include the rate of germination in the lab (Lab Germination.csv) and data from the field experiment (Common Garden Data.csv). Field experiment data include number of emergents, survival of each plant, final dry weight if the plant survived, and whether the plant reproduced during the experiment. Note that the proportion emerged in the field experiment can be calculated by counting the number of individuals per pot in the field data set and dividing by 36, which is the number of seeds originally planted. Metadata, which describes the content of each column in the datasets, can be found in Elevation Range Limits Data Metadata.csv.These data are associated with the following manuscript:Bufford, JL & Hulme, PE. 2023. Elevational range limits in naturalized <i>Rumex conglomeratus</i> likely formed by climate and lack of local adaptation. Perspectives in Plant Ecology, Evolution and Systematics. DOI: 10.1016/j.ppees.2023.125749
DOI: 10.57841/casdc.0001992
title: MoO3-ZnO/镍基复合涂层制备及其摩擦学性能研究