cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.space.00580
title: Clustering-Driven DGS-Based Micro-Doppler Feature Extrac-tion for Automatic Dynamic Hand Gesture Recognition
title: Clustering-Driven DGS-Based Micro-Doppler Feature Extrac-tion for Automatic Dynamic Hand Gesture Recognition

description: We propose in this work a dynamic group sparsity (DGS) based time-frequency feature extraction method for dynamic hand gesture recognition (HGR) using millimeter-wave radar sensors. Previous study has pointed out that micro-Doppler signatures of hand gestures exhibit obvious sparseness in time-frequency domain. We introduce the structured prior when modeling the micro-Doppler signatures in this work to further enhance the features of hand gestures. The time-frequency distributions of dynamic hand gestures are first modeled using a dynamic group sparse model. A DGS-Subspace Pursuit (DGS-SP) algorithm is then utilized to extract the corresponding features. Finally, the support vector machine (SVM) classifier is employed to realize the dynamic HGR based on the extracted group sparse micro-Doppler features. The effectiveness of the proposed method is verified using onsite experiments. The results demonstrate that the structured feature is beneficial to improve the accuracy of dynamic hand gesture recognition.
description: We propose in this work a dynamic group sparsity (DGS) based time-frequency feature extraction method for dynamic hand gesture recognition (HGR) using millimeter-wave radar sensors. Previous study has pointed out that micro-Doppler signatures of hand gestures exhibit obvious sparseness in time-frequency domain. We introduce the structured prior when modeling the micro-Doppler signatures in this work to further enhance the features of hand gestures. The time-frequency distributions of dynamic hand gestures are first modeled using a dynamic group sparse model. A DGS-Subspace Pursuit (DGS-SP) algorithm is then utilized to extract the corresponding features. Finally, the support vector machine (SVM) classifier is employed to realize the dynamic HGR based on the extracted group sparse micro-Doppler features. The effectiveness of the proposed method is verified using onsite experiments. The results demonstrate that the structured feature is beneficial to improve the accuracy of dynamic hand gesture recognition.
DOI: 10.57760/sciencedb.07793
title: MSCT Findings of Primary Pulmonary Mucoepidermoid Carcinoma
title: 原发肺黏液表皮样癌的MSCT表现

description: A retrospective method was used to collect 27 cases of primary pulmonary mucoepidermoid carcinoma confirmed by pathology after surgical resection from January 2016 to December 2020. All cases were examined with chest CT plain scan and enhanced imaging. The imaging data and pathological results of 27 cases were compared and analyzed. 
description: A retrospective method was used to collect 27 cases of primary pulmonary mucoepidermoid carcinoma confirmed by pathology after surgical resection from January 2016 to December 2020. All cases were examined with chest CT plain scan and enhanced imaging. The imaging data and pathological results of 27 cases were compared and analyzed.
DOI: 10.57760/sciencedb.j00143.00070
title: molecular data for tef
title: molecular data for tef

description: This data is included the raw SSR formation data in text form and the analysised data
description: This data is included the raw SSR formation data in text form and the analysised data
DOI: 10.57760/sciencedb.space.00582
title: "Numerical research on the effect of the initial parameters of 1 CME flux rope model on simulation results" paper data
title: "Numerical research on the effect of the initial parameters of 1 CME flux rope model on simulation results" paper data

description: For the new GCS-based model, we also studied the influence of its initial parameters on the simulation results. The simulation work is mainly focused on the case that the initial CME propagation direction is along the Sun-Earth line, and the results at the Earth and Mars positions in CR2093 are selected as the research objects. We chose the initial parameters of density, geometry size, magnetic helicity and polarity of the flux tube, designed 4 groups of 18 different cases, and observed and compared the impact of the cases on the observer. 
description: For the new GCS-based model, we also studied the influence of its initial parameters on the simulation results. The simulation work is mainly focused on the case that the initial CME propagation direction is along the Sun-Earth line, and the results at the Earth and Mars positions in CR2093 are selected as the research objects. We chose the initial parameters of density, geometry size, magnetic helicity and polarity of the flux tube, designed 4 groups of 18 different cases, and observed and compared the impact of the cases on the observer.
DOI: 10.57760/sciencedb.space.00583
title: Different Day, ADS-B real-world data set (DF=17)
title: Different Day, ADS-B real-world data set (DF=17)

description: Sampling rate: 40MLocation: Building A, National Space Science Center, Huairou District, BeijingCollection time: October 1 - November 13, 2022Each file is named 'aircraft unique ICAO code + capture signal frame number'
description: Sampling rate: 40MLocation: Building A, National Space Science Center, Huairou District, BeijingCollection time: October 1 - November 13, 2022Each file is named 'aircraft unique ICAO code + capture signal frame number'
DOI: 10.57760/sciencedb.j00139.00049
title: Cell atlas of CCl4-induced progressive liver fibrosis reveals stage-specific responses
title: Cell atlas of CCl4-induced progressive liver fibrosis reveals stage-specific responses

description: Chronic liver injury leads to progressive liver fibrosis and ultimately cirrhosis, a major cause of morbidity and mortality worldwide. There are no effective anti-fibrotic therapies available to date, which is partly attributed to the major knowledge gap regarding liver cell heterogeneity and cell-specific responses across different fibrosis stages. To reveal the multicellular networks regulating mammalian liver fibrosis from the mild to a severe phenotype, we have generated a single-nucleus transcriptomic atlas that encompasses 49,919 nuclei corresponding to different stages of murine carbon tetrachloride (CCl4)-induced progressive liver fibrosis. Integrative analysis distinguished the sequential responses in hepatocytes, hepatic stellate cells and endothelial cells. Moreover, we have reconstructed the cell–cell interactions and gene regulatory networks implicating in these processes. Altogether, these analyses have uncovered previously unnoticed mechanisms and/or stage-specific responses with potential clinical implications. Our dataset thus constitutes a relevant resource for understanding the molecular basis of progressive liver fibrosis.
description: Chronic liver injury leads to progressive liver fibrosis and ultimately cirrhosis, a major cause of morbidity and mortality worldwide. There are no effective anti-fibrotic therapies available to date, which is partly attributed to the major knowledge gap regarding liver cell heterogeneity and cell-specific responses across different fibrosis stages. To reveal the multicellular networks regulating mammalian liver fibrosis from the mild to a severe phenotype, we have generated a single-nucleus transcriptomic atlas that encompasses 49,919 nuclei corresponding to different stages of murine carbon tetrachloride (CCl4)-induced progressive liver fibrosis. Integrative analysis distinguished the sequential responses in hepatocytes, hepatic stellate cells and endothelial cells. Moreover, we have reconstructed the cell–cell interactions and gene regulatory networks implicating in these processes. Altogether, these analyses have uncovered previously unnoticed mechanisms and/or stage-specific responses with potential clinical implications. Our dataset thus constitutes a relevant resource for understanding the molecular basis of progressive liver fibrosis.
DOI: 10.57760/sciencedb.07795
title: Beetle Dataset
title: Beetle Dataset

description: This dataset and contains 6566 images, all of which are the dorsal views of the Scarabaeidae. Specifically, it consists of 6 subfamilies under the family Scarabaeidae, including Aphodiinae (703 images), Cetoniinae (1660 images), Dynastinae (404 images), Melolonthinae (1235 images), Rutelinae (1167 images), and Scarabaeinae (1397 images).
description: This dataset and contains 6566 images, all of which are the dorsal views of the Scarabaeidae. Specifically, it consists of 6 subfamilies under the family Scarabaeidae, including Aphodiinae (703 images), Cetoniinae (1660 images), Dynastinae (404 images), Melolonthinae (1235 images), Rutelinae (1167 images), and Scarabaeinae (1397 images).
DOI: 10.57760/sciencedb.space.00586
title: Datas of "An investigation of the seasonal difference of ΣO/N2 peak time during the day"
title: "白天ΣO/N2峰值时间的季节差异研究"数据集

description: This dataset consists of screened datas for the local time variation of GUVI O/N2, as well as the O/N2 results from TIEGCM and MSIS models which are compared with observation datas. Also contains the codes for drawing.
description: This dataset consists of screened datas for the local time variation of GUVI O/N2, as well as the O/N2 results from TIEGCM and MSIS models which are compared with observation datas. Also contains the codes for drawing.
DOI: 10.57760/sciencedb.space.00584
title: Figure of “Numerical Study of Divergence Cleaning and Coronal Heating/Acceleration Methods in the 3D COIN-TVD MHD Model. ”
title: Figure of “Numerical Study of Divergence Cleaning and Coronal Heating/Acceleration Methods in the 3D COIN-TVD MHD Model. ”

description:  In this paper, we focus on the three-dimensional (3D) coronal solar wind simulation by using the Coronal Interplanetary-Total Variation Diminishing (COIN-TVD) magnetohydrodynamic (MHD) model. The volume heating source terms are included in the MHD equations to simulate the heating and acceleration of solar wind in coronal region.
description:  In this paper, we focus on the three-dimensional (3D) coronal solar wind simulation by using the Coronal Interplanetary-Total Variation Diminishing (COIN-TVD) magnetohydrodynamic (MHD) model. The volume heating source terms are included in the MHD equations to simulate the heating and acceleration of solar wind in coronal region.
DOI: 10.15468/dl.8qbhvg
title: Occurrence Download

description: A dataset containing 955 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callosobruchus maculatus (Fabricius, 1775)"
 ]
}

 The dataset includes 955 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000651-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.space.00585
title: Figure of 《Three-dimensional numerical simulation of Coronal solar wind》
title: 《日冕三维太阳风模拟》论文数据

description: The Coronal Interplanetary-Total Variation Diminishing(COIN-TVD) magnetohydrodynamic(MHD) model developed in recent years that can effectively realize the coronal-interplanetary three-dimensional(3D) solar wind simulation. In this paper, the 3D coronal solar wind is studied by using this model. In order to simulate the heating and acceleration of solar wind in coronal region, the volume heating term in the model is improved.For the MHD simulation,there is one of the key problems to remove the ▽·B constrain error. Then, the influence of different methods to reduce the ▽·B constrain error on the coronal solar wind structure is discussed. The background solar wind of CR2199 is simulated by diffusive method, Powell method , Diffusive and Powell method, they can all produce large-scale solar wind and the Diffusive and Powell method can maintain divergence cleaning constraint better to a certain extent,the relative magnetic field divergence error can be controlled at the order of 10-9 .
description: The Coronal Interplanetary-Total Variation Diminishing(COIN-TVD) magnetohydrodynamic(MHD) model developed in recent years that can effectively realize the coronal-interplanetary three-dimensional(3D) solar wind simulation. In this paper, the 3D coronal solar wind is studied by using this model. In order to simulate the heating and acceleration of solar wind in coronal region, the volume heating term in the model is improved.For the MHD simulation,there is one of the key problems to remove the ▽·B constrain error. Then, the influence of different methods to reduce the ▽·B constrain error on the coronal solar wind structure is discussed. The background solar wind of CR2199 is simulated by diffusive method, Powell method , Diffusive and Powell method, they can all produce large-scale solar wind and the Diffusive and Powell method can maintain divergence cleaning constraint better to a certain extent,the relative magnetic field divergence error can be controlled at the order of 10-9 .
DOI: 10.57760/sciencedb.07797
title: Sulfur Isotopic Composition Data Set of the Xiaotunxiang Fluorite Antimony Deposit, Guizhou
title: 贵州小屯乡萤石-锑矿床硫同位素组成数据集

description: The sulfur isotope composition of stibnite in antimony ore bodies was analyzed using all mineral ablation and in-situ laser ablation methods.
description: The sulfur isotope composition of stibnite in antimony ore bodies was analyzed using all mineral ablation and in-situ laser ablation methods.
DOI: 10.57760/sciencedb.space.00588
title: Integrated circuit static defect detection system for MRAM test experimental data
title: 集成电路静态缺陷检测系统对MRAM测试实验数据

description: The dataset contains data on electrical parameter changes during laser scanning using an IC static defect scanning localization system of our own design for detecting static defects in MRAM devices. By analyzing the data from abnormal chips compared to normal chips, we identify the areas where abnormal damage may occur.
description: The dataset contains data on electrical parameter changes during laser scanning using an IC static defect scanning localization system of our own design for detecting static defects in MRAM devices. By analyzing the data from abnormal chips compared to normal chips, we identify the areas where abnormal damage may occur.
DOI: 10.57760/sciencedb.j00125.00008
title: the dataset of Ni/NiO@C/GN used as lithium-ion batteries in Datong, Shanxi, China, 2022-2023.
title: the dataset of Ni/NiO@C/GN used as lithium-ion batteries in Datong, Shanxi, China, 2022-2023.

description: the dataset of Ni/NiO@C/GN used as lithium-ion batteries in Datong, Shanxi, China, 2022-2023. There are 9 figures and 2 tables in the paper.
description: the dataset of Ni/NiO@C/GN used as lithium-ion batteries in Datong, Shanxi, China, 2022-2023. There are 9 figures and 2 tables in the paper.
DOI: 10.57760/sciencedb.07799
title: 三组丁酸浓度处理小鼠肠道神经细胞RNA-seq数据集
title: 三组丁酸浓度处理小鼠肠道神经细胞RNA-seq数据集

description: This dataset includes RNA-seq data of mouse intestinal nerve cells treated with three different concentrations of butyric acid (0mM, 0.5mM, 2mM) for 72 hours.
description: This dataset includes RNA-seq data of mouse intestinal nerve cells treated with three different concentrations of butyric acid (0mM, 0.5mM, 2mM) for 72 hours.
DOI: 10.57760/sciencedb.07800
title: 16S rDNA high-throughput sequencing results for rhizospheric soils of Elsholtzia eriocalyx and E. winitiana
title: 16S rDNA high-throughput sequencing results for rhizospheric soils of Elsholtzia eriocalyx and E. winitiana

description: The full-length 16S rDNA high-throughput sequencing results for rhizospheric soils of Elsholtzia eriocalyx and E. winitiana grown in soils spiked with 0 (Cu0) and 500 mg kg–1 Cu (Cu500).
description: The full-length 16S rDNA high-throughput sequencing results for rhizospheric soils of Elsholtzia eriocalyx and E. winitiana grown in soils spiked with 0 (Cu0) and 500 mg kg–1 Cu (Cu500).
DOI: 10.57760/sciencedb.07801
title: C-O isotopic composition and genesis of the Jinbiansi uranium deposit in Gansu Province
title: 甘肃省金边寺铀矿床C-O同位素特征及其成因探讨

description: Abstract: C-O isotope analysis of calcite closely related to the mineralization of the Jinbian Temple uranium deposit in the eastern section of the Longshoushan metallogenic belt has been conducted, and the results show that these calcite samples have δ The 13CVPDB value is - 3.8 ‰ to+1.4 ‰, with an average of - 1.4 ‰; δ The 18OVSMOW value ranges from 17.5 ‰ to 25.8 ‰, with an average of 23.1 ‰, which is basically consistent with the C-O isotope composition of marine carbonate. Therefore, it is speculated that the carbon in this area may mainly come from the marine carbonate formation in the Precambrian basement. Based on the analysis of regional geological characteristics, it is believed that the Phnom Penh Si uranium deposit is of mixed genesis of eluviation and hydrothermal solution. The early regional alkaline metasomatic hydrothermal mineralization formed a ore-bearing alteration zone, and the shallow eluviation type uranium ore body was formed by the superposition of groundwater oxidation and transformation in the later stage. 
description: Abstract: C-O isotope analysis of calcite closely related to the mineralization of the Jinbian Temple uranium deposit in the eastern section of the Longshoushan metallogenic belt has been conducted, and the results show that these calcite samples have δ The 13CVPDB value is - 3.8 ‰ to+1.4 ‰, with an average of - 1.4 ‰; δ The 18OVSMOW value ranges from 17.5 ‰ to 25.8 ‰, with an average of 23.1 ‰, which is basically consistent with the C-O isotope composition of marine carbonate. Therefore, it is speculated that the carbon in this area may mainly come from the marine carbonate formation in the Precambrian basement. Based on the analysis of regional geological characteristics, it is believed that the Phnom Penh Si uranium deposit is of mixed genesis of eluviation and hydrothermal solution. The early regional alkaline metasomatic hydrothermal mineralization formed a ore-bearing alteration zone, and the shallow eluviation type uranium ore body was formed by the superposition of groundwater oxidation and transformation in the later stage.
DOI: 10.57760/sciencedb.space.00592
title: Dataset for paper "Optimization of Aerosol Model Selection for TROPOMI/S5P"
title: Dataset for paper "Optimization of Aerosol Model Selection for TROPOMI/S5P"

description: Optimization of Aerosol Model Selection for TROPOMI/S5P.
description: Optimization of Aerosol Model Selection for TROPOMI/S5P.
DOI: 10.57760/sciencedb.space.00593
title: Dataset for paper "Hyperspectral Satellite Remote Sensing of Aerosol Parameters: Sensitivity Analysis and Application to TROPOMI/S5P"
title: Dataset for paper "Hyperspectral Satellite Remote Sensing of Aerosol Parameters: Sensitivity Analysis and Application to TROPOMI/S5P"

description: Hyperspectral Satellite Remote Sensing of Aerosol Parameters: Sensitivity Analysis and Application to TROPOMI/S5P.
description: Hyperspectral Satellite Remote Sensing of Aerosol Parameters: Sensitivity Analysis and Application to TROPOMI/S5P.
DOI: 10.57760/sciencedb.08338
title: Nanopore data traces for PTM detection on peptides
title: Nanopore data traces for PTM detection on peptides

description: The following dataset contains data from nanopore experiments used in the manuscript "Mapping phosphorylation post-translational modifications along single peptides with nanopores". For each of the 6 peptide variants used in the study, all of the ion-current traces used for the analysis are included. For each variant, a matlab cell array is included. Within the cell array, each element contains the ion-current values for an individual read, each data point referring to the ion current value at a given timepoint in picoAmperes. The data is sampled at 5 kHz. For more information on the data, please refer to the corresponding publication. The names of each file correspond to the peptide sequence as in the corresponding paper.
description: The following dataset contains data from nanopore experiments used in the manuscript "Mapping phosphorylation post-translational modifications along single peptides with nanopores". For each of the 6 peptide variants used in the study, all of the ion-current traces used for the analysis are included. For each variant, a matlab cell array is included. Within the cell array, each element contains the ion-current values for an individual read, each data point referring to the ion current value at a given timepoint in picoAmperes. The data is sampled at 5 kHz. For more information on the data, please refer to the corresponding publication. The names of each file correspond to the peptide sequence as in the corresponding paper.
DOI: 10.57760/sciencedb.07805
title: HDI and Corruption
title: HDI and Corruption

description: The file contains data on a set of variables linked to human development, corruption, democracy, economic freedom, investment, and social spending, for a sample of 135 developed and developing countries during the period 2005-2021.
description: The file contains data on a set of variables linked to human development, corruption, democracy, economic freedom, investment, and social spending, for a sample of 135 developed and developing countries during the period 2005-2021.
DOI: 10.15468/dl.qybxbe
title: Occurrence Download

description: A dataset containing 399 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crataegus nigra Waldst. & Kit."
 ]
}

 The dataset includes 399 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000660-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.07809
title: Study on Paleoenvironmental evolutionary history since MIS3 in Northeast Indian Ocean Ninetyeast Ridge
title: MIS3以来东北印度洋 90 °E 海岭孢粉记录的古环境演化历史

description: AMS14C data and marine sedimentary sporopollen statistical iddata of core 18I105A in Ninetyeast Ridge
description: AMS14C data and marine sedimentary sporopollen statistical iddata of core 18I105A in Ninetyeast Ridge
DOI: 10.57760/sciencedb.07811
title: A study on teacher’s willingness to intervene in relational bullying
title: A study on teacher’s willingness to intervene in relational bullying

description: This study examined how normative beliefs, identification scores, perceived severity, self-efficacy in intervention, and victim-blaming tendencies impact teachers' willingness to intervene in relational bullying.
description: This study examined how normative beliefs, identification scores, perceived severity, self-efficacy in intervention, and victim-blaming tendencies impact teachers' willingness to intervene in relational bullying.