cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.02708
title: A novel borderline over-sampling method based on KNN and Deep Gaussian Mixture Model for Imbalanced Data
title: 基于KNN和深度高斯混合模型的边界过采样方法

description: This dataset is a pre-processed dataset of 8 datasets from KEEL database
description: This dataset is a pre-processed dataset of 8 datasets from KEEL database
DOI: 10.57760/sciencedb.o00115.00065
title: Behaviral data of longitudinal development of children’s sharing behavior from rural China
title: Behaviral data of longitudinal development of children’s sharing behavior from rural China

description: Here we report a dataset of our published paper entitled “Longitudinal Development of Children’s Sharing Behavior: Only Children versus Children with Siblings from Rural China” in Child: Care, Health & Development. The dataset contains original data in the longitudinal study examining the development of sharing behavior in rural China with a sample of 3 to 4-year-old children and a follow-up sample in two years. The children in the study were from either only-child families or families with siblings. Children’s sharing behavior towards friends and strangers in dictator games was examined. We also upload the data analysis scripts for readers.
description: Here we report a dataset of our published paper entitled “Longitudinal Development of Children’s Sharing Behavior: Only Children versus Children with Siblings from Rural China” in Child: Care, Health & Development. The dataset contains original data in the longitudinal study examining the development of sharing behavior in rural China with a sample of 3 to 4-year-old children and a follow-up sample in two years. The children in the study were from either only-child families or families with siblings. Children’s sharing behavior towards friends and strangers in dictator games was examined. We also upload the data analysis scripts for readers.
DOI: 10.57760/sciencedb.02710
title: Data for paper “Interface characteristics and solute segregation behavior on CLAM steel”
title: Data for paper “Interface characteristics and solute segregation behavior on CLAM steel”

description: Characteristics of matrix/matrix interface, i.e. grain boundary, and precipitate/matrix interface on China Low Activation Martensitic (CLAM) steel were analyzed by Atom Probe Tomography (APT), electron backscatter diffraction (EBSD) and transmission electron microscope (TEM), as well as the solute segregation behaviors on those interfaces. It is found that the Cr, Mn, C, Si and P were enriched on the matrix/matrix interface, while the segregation of Fe, W and V were not obvious. The compositions of nano-size carbide were mainly C, Ta and V, and VC particle formed associated with the TaC and they are inter-soluble to form the (V, Ta)C, which exhibited a ball coronary morphology with maximum diameter about 40 nm. The results showed that the Cr, W, P and Si were more easily to segregate at the V-rich side, which might weaken the adhesive strength of interface and consequently result in intergranular fracture. 
description: Characteristics of matrix/matrix interface, i.e. grain boundary, and precipitate/matrix interface on China Low Activation Martensitic (CLAM) steel were analyzed by Atom Probe Tomography (APT), electron backscatter diffraction (EBSD) and transmission electron microscope (TEM), as well as the solute segregation behaviors on those interfaces. It is found that the Cr, Mn, C, Si and P were enriched on the matrix/matrix interface, while the segregation of Fe, W and V were not obvious. The compositions of nano-size carbide were mainly C, Ta and V, and VC particle formed associated with the TaC and they are inter-soluble to form the (V, Ta)C, which exhibited a ball coronary morphology with maximum diameter about 40 nm. The results showed that the Cr, W, P and Si were more easily to segregate at the V-rich side, which might weaken the adhesive strength of interface and consequently result in intergranular fracture.
DOI: 10.57760/sciencedb.02713
title: LncRNA ANRIL-mediated miR-181b-5p/S1PR1 axis is involved in the progression of uremic cardiomyopathy through activating T cells
title: LncRNA ANRIL-mediated miR-181b-5p/S1PR1 axis is involved in the progression of uremic cardiomyopathy through activating T cells

description: The raw data of the manuscript titled LncRNA ANRIL-mediated miR-181b-5p/S1PR1 axis is involved in the progression of uremic cardiomyopathy through activating T cells
description: The raw data of the manuscript titled LncRNA ANRIL-mediated miR-181b-5p/S1PR1 axis is involved in the progression of uremic cardiomyopathy through activating T cells
DOI: 10.57760/sciencedb.02714
title: Surface chemical heterogeneous distribution in over-lithiated Li1+xCoO2 electrodes
title: Surface chemical heterogeneous distribution in over-lithiated Li1+xCoO2 electrodes

description: In commercial Li-ion batteries, the internal short circuits or over-lithiation often cause structural transformation in electrodes and may lead to safety risks. Herein, we investigate the over-discharged mechanism of LiCoO2/graphite pouch cells, especially spatially resolving the morphological, surface phase, and local electronic structure of LiCoO2 electrode. With synchrotron-based X-ray techniques and Raman mapping, together with spectroscopy simulations, we demonstrate that over-lithiation reaction is a surface effect, accompanied by Co reduction and surface structure transformation to Li2CoO2/Co3O4/CoO/Li2O-like phases. This surface chemical distribution variation is relevant to the depth and exposed crystalline planes of LiCoO2 particles, and the distribution of binder/conductive additives. Theoretical calculations confirm that Li2CoO2-phase has lower electronic/ionic conductivity than LiCoO2-phase, further revealing the critical effect of distribution of conductive additives on the surface chemical heterogeneity evolution. Our findings on such surface phenomena are non-trivial and highlight the capability of synchrotron-based X-ray techniques for studying the spatial chemical phase heterogeneity.
description: In commercial Li-ion batteries, the internal short circuits or over-lithiation often cause structural transformation in electrodes and may lead to safety risks. Herein, we investigate the over-discharged mechanism of LiCoO2/graphite pouch cells, especially spatially resolving the morphological, surface phase, and local electronic structure of LiCoO2 electrode. With synchrotron-based X-ray techniques and Raman mapping, together with spectroscopy simulations, we demonstrate that over-lithiation reaction is a surface effect, accompanied by Co reduction and surface structure transformation to Li2CoO2/Co3O4/CoO/Li2O-like phases. This surface chemical distribution variation is relevant to the depth and exposed crystalline planes of LiCoO2 particles, and the distribution of binder/conductive additives. Theoretical calculations confirm that Li2CoO2-phase has lower electronic/ionic conductivity than LiCoO2-phase, further revealing the critical effect of distribution of conductive additives on the surface chemical heterogeneity evolution. Our findings on such surface phenomena are non-trivial and highlight the capability of synchrotron-based X-ray techniques for studying the spatial chemical phase heterogeneity.
DOI: 10.57760/sciencedb.j00001.00695
title: A dataset of species composition and biomass in successional stages of Tiantong typical evergreen broad-leaved forest (2008–2017)
title: 2008–2017年天童典型常绿阔叶林不同演替阶段植物物种组成和生物量数据集

description: As a basic properties of forest vegetation, forest succession law is the basis of understanding forest community, managing forest and utilizing forest rationally. Typical evergreen broad-leaved forest is a zonal vegetation in the subtropical area of east China. The existing vegetation is mostly in different secondary succession stages due to human and natural disturbance. Plant species composition is an important indicator of the long-term terrestrial ecosystem observation of National Ecosystem Research Network of China (CNERN). It affects the biogeochemical cycle, productivity, carbon sequestration, biodiversity and ecosystem services of forest ecosystems. According to CNERN monitoring standards, Zhejiang Tiantong Forest Ecosystem National Observation and Research Station finished three investigations at three succession plots and established a dataset on species composition during 2008 and 2017. The dataset included species name, abundance, mean diameter and biomass of woody plants in the plot. The species composition database provides critical data for in-depth studies of forest species diversity, structure and function under succession or environment change, and can support forest management and ecosystem service evaluation in this region.
description: As a basic properties of forest vegetation, forest succession law is the basis of understanding forest community, managing forest and utilizing forest rationally. Typical evergreen broad-leaved forest is a zonal vegetation in the subtropical area of east China. The existing vegetation is mostly in different secondary succession stages due to human and natural disturbance. Plant species composition is an important indicator of the long-term terrestrial ecosystem observation of National Ecosystem Research Network of China (CNERN). It affects the biogeochemical cycle, productivity, carbon sequestration, biodiversity and ecosystem services of forest ecosystems. According to CNERN monitoring standards, Zhejiang Tiantong Forest Ecosystem National Observation and Research Station finished three investigations at three succession plots and established a dataset on species composition during 2008 and 2017. The dataset included species name, abundance, mean diameter and biomass of woody plants in the plot. The species composition database provides critical data for in-depth studies of forest species diversity, structure and function under succession or environment change, and can support forest management and ecosystem service evaluation in this region.
DOI: 10.57760/sciencedb.j00001.00697
title: A meteorological dataset of Zhejiang Tiantong National Forest Ecosystem Observation and Research Station (2003 – 2017)
title: 2003-2017年浙江天童森林生态系统国家野外科学观测研究站气象数据集

description: This dataset is stored in xlsx format. It contains the monthly data sheet (177 entries) and annual data sheet (15 entries) from 2013 to 2017, including atmospheric temperature, atmospheric humidity, precipitation, atmospheric pressure, total radiation, net radiation, reflected radiation, UV radiation, photosynthetically active radiation, sunshine hours and soil temperature in different depths (0 cm, 5 cm, 10 cm, 15 cm, 20 cm, 40 cm, 60 cm and 100 cm). Thereinto,atmospheric pressure, net radiation, reflected radiation, UV radiation, sunshine hours and soil temperature in 8 depths were monitored since the new observation system installed from April 2009. Therefore, these index were no data before April 2009.
description: This dataset is stored in xlsx format. It contains the monthly data sheet (177 entries) and annual data sheet (15 entries) from 2013 to 2017, including atmospheric temperature, atmospheric humidity, precipitation, atmospheric pressure, total radiation, net radiation, reflected radiation, UV radiation, photosynthetically active radiation, sunshine hours and soil temperature in different depths (0 cm, 5 cm, 10 cm, 15 cm, 20 cm, 40 cm, 60 cm and 100 cm). Thereinto,atmospheric pressure, net radiation, reflected radiation, UV radiation, sunshine hours and soil temperature in 8 depths were monitored since the new observation system installed from April 2009. Therefore, these index were no data before April 2009.
DOI: 10.57760/sciencedb.02717
title: Laser-induced damage and periodic stripe structures of a CaF2 single crystal by an ArF excimer laser
title: 氟化钙晶体的ArF准分子激光诱导损伤和周期性结构数据集

description: This data is mainly composed of the original pictures of optical microscope (taken on January 28, 2019) and scanning electron microscope (taken on April 16, 2019), and also includes the original data recorded in the damage experiment, which is included in the Excel table. 
description: This data is mainly composed of the original pictures of optical microscope (taken on January 28, 2019) and scanning electron microscope (taken on April 16, 2019), and also includes the original data recorded in the damage experiment, which is included in the Excel table.
DOI: 10.57760/sciencedb.02719
title: Bearing fault sound signal
title: 轴承故障声音信号

description: The data was collected on a comprehensive mechanical fault simulation test bench of type MFS-MG2010. A pickup with a sampling frequency of 44.1 kHz was used to collect the fault state noise signals of the bearing in four different state modes: normal, ball fault, inner ring fault, and outer ring fault at a motor speed of 1800 rpm.
description: The data was collected on a comprehensive mechanical fault simulation test bench of type MFS-MG2010. A pickup with a sampling frequency of 44.1 kHz was used to collect the fault state noise signals of the bearing in four different state modes: normal, ball fault, inner ring fault, and outer ring fault at a motor speed of 1800 rpm.
DOI: 10.57760/sciencedb.02720
title: A fine-grained dataset of the 9 conodont species of the genus Hindeodus
title: A fine-grained dataset of the 9 conodont species of the genus Hindeodus

description: All the data (613 images) in the data set came from nine species of the conodont Hindeodus, They are H. changxingensis, H. Eurypyge, H. inflatus, H. julfensis, H. latidentatus, H. parvus, H. Praeparvus, H. sosioensis, and H. typicalis. The dataset is divided into training set (~85%) and test set (~15%).
description: All the data (613 images) in the data set came from nine species of the conodont Hindeodus, They are H. changxingensis, H. Eurypyge, H. inflatus, H. julfensis, H. latidentatus, H. parvus, H. Praeparvus, H. sosioensis, and H. typicalis. The dataset is divided into training set (~85%) and test set (~15%).
DOI: 10.57760/sciencedb.02724
title: 期刊文献自动分类应用于跨学科测度的数据集
title: 期刊文献自动分类应用于跨学科测度的数据集

description: 本数据是投《数据分析与知识发现》关于基于文献自动分类的跨学科测度研究的经过数据预处理后的实验数据集。数据集共6162条样本量，每条样本代表一篇期刊论文，包含其摘要内容和对摘要进行简洁处理后的文本，以及所属一级学科类别标签。
description: 本数据是投《数据分析与知识发现》关于基于文献自动分类的跨学科测度研究的经过数据预处理后的实验数据集。数据集共6162条样本量，每条样本代表一篇期刊论文，包含其摘要内容和对摘要进行简洁处理后的文本，以及所属一级学科类别标签。
DOI: 10.57760/sciencedb.02735
title: 气体吸收系数图
title: 气体吸收系数图

description: The infrared spectrum data of the three gases, such aschloroform、 p-xylene、tetrachloroethylene
description: The infrared spectrum data of the three gases, such aschloroform、 p-xylene、tetrachloroethylene
DOI: 10.57760/sciencedb.j00113.00063
title: The data of the article "Pressure-induced novel structure with graphene-like boron-layer in titanium monoboride"
title: The data of the article "Pressure-induced novel structure with graphene-like boron-layer in titanium monoboride"

description: The data related to the article "Pressure-induced novel structure with graphene-like boron-layer in titanium monoboride" was accepted in the journal of Chinese Physics B. It contains an Excel file, which is described below:The calculated phase transition, structural information and mechanical properties for TiB studied in the manuscript, including the following data. The calculated enthalpy-pressure relation with respect to the Cmcm phase (Fig. 1a) and volume-pressure relations (Fig. 1b) for TiB (Fig. 1). Structural parameters of TiB for the Pnma phase at 1 atm, the Cmcm phase at 100 GPa, and the Pmmm phase at 140 GPa (Table 1). The calculated elastic constants Cij (GPa), bulk modulus B (GPa), shear modulus G (GPa), B/G, Young’s modulus E (GPa), Poisson’s ratio ν and Vickers hardness Hν (GPa) of TiB for the Pnma phase at 1 atm, the Cmcm phase at 100 GPa and the Pmmm phase at 140 GPa (Table 2). Structural parameters of the predicted structures of TiB under ambient pressure (Table S1).
description: The data related to the article "Pressure-induced novel structure with graphene-like boron-layer in titanium monoboride" was accepted in the journal of Chinese Physics B. It contains an Excel file, which is described below:The calculated phase transition, structural information and mechanical properties for TiB studied in the manuscript, including the following data. The calculated enthalpy-pressure relation with respect to the Cmcm phase (Fig. 1a) and volume-pressure relations (Fig. 1b) for TiB (Fig. 1). Structural parameters of TiB for the Pnma phase at 1 atm, the Cmcm phase at 100 GPa, and the Pmmm phase at 140 GPa (Table 1). The calculated elastic constants Cij (GPa), bulk modulus B (GPa), shear modulus G (GPa), B/G, Young’s modulus E (GPa), Poisson’s ratio ν and Vickers hardness Hν (GPa) of TiB for the Pnma phase at 1 atm, the Cmcm phase at 100 GPa and the Pmmm phase at 140 GPa (Table 2). Structural parameters of the predicted structures of TiB under ambient pressure (Table S1).
DOI: 10.57760/sciencedb.02739
title: Origin file of original data of the paper
title: 论文原始数据origin文件

description: This dataset is the origin file of original data of the paper, mainly including the data about survival fraction, mutant fraction and MN frequency of water samples during high- and low-flow periods.
description: This dataset is the origin file of original data of the paper, mainly including the data about survival fraction, mutant fraction and MN frequency of water samples during high- and low-flow periods.
DOI: 10.57760/sciencedb.02741
title: A dataset of mid-infrared laser performance of Er:YAP crystals pumped by xenon lamp
title: 氙灯泵浦Er:YAP晶体的中红外激光性能的数据集

description: In recent years, laser crystal as solid laser material in 2.7 ~ 3 mu m band laser research has attracted wide attention. Er YAP crystals possess excellent mid-infrared performanceas a laser gain medium, and the laser performance was studied under the xenon lamp pumped condition, the relevant data is shown in this dataset. The maximum single pulse energies of 1173 mJ @ 1 Hz、1284 mJ @ 5 Hz、495 mJ @ 10 Hz and 104 mJ @ 20 Hz are achieved, corresponding to the slope efficiencies of 0.80%, 0.99%, 0.84% and 0.44%, respectively.
description: In recent years, laser crystal as solid laser material in 2.7 ~ 3 mu m band laser research has attracted wide attention. Er YAP crystals possess excellent mid-infrared performanceas a laser gain medium, and the laser performance was studied under the xenon lamp pumped condition, the relevant data is shown in this dataset. The maximum single pulse energies of 1173 mJ @ 1 Hz、1284 mJ @ 5 Hz、495 mJ @ 10 Hz and 104 mJ @ 20 Hz are achieved, corresponding to the slope efficiencies of 0.80%, 0.99%, 0.84% and 0.44%, respectively.
DOI: 10.57760/sciencedb.02744
title: CCDC 1866618: Experimental Crystal Structure Determination
title: CCDC 1866618: Experimental Crystal Structure Determination

description: Xue-Zhi Wang, Meng-Ying Sun, Ji Zheng, Dong Luo, Li Qi, Xiao-Ping Zhou and Dan Li. Dalton Transactions, DOI: 10.1039/c9dt04368c
description: Xue-Zhi Wang, Meng-Ying Sun, Ji Zheng, Dong Luo, Li Qi, Xiao-Ping Zhou and Dan Li. Dalton Transactions, DOI: 10.1039/c9dt04368c
DOI: 10.57760/sciencedb.j00139.00041
title: Virome in healthy pangolins revealed compatibility with multiple potentially zoonotic viruses
title: 健康穿山甲的病毒组揭示其与多种人畜共患病病毒兼容

description: Each sample was subjected to RNA extraction using the AxyPrepTM Multisource Total RNA Miniprep Kit (Axygen, China) according to the manufacturer’s instructions and immediately transferred to a -80 °C freezer for storage. A sequencing library was constructed using the NEBNext Ultra II Directional RNA Library Prep Kit for Illumina. The library was subsequently sequenced on an Illumina Novaseq 6000 (PE150) sequencing platform (San Diego, CA, USA).For each library, adaptor sequences and low-quality bases were first removed from the raw sequencing reads by the Fastp program(Chen et al., 2018) (v0.20.0). The remaining reads were compared with the SILIVA database (www.arb-silva.de, version 138.1) and pangolin genomes (GCF_014570555.1_YNU_ManPten_2.0 and GCF_014570535.1_YNU_ManJav_2.0) using Bowtie2(Langmead and Salzberg, 2012) (version 2.2.5) to remove the reads associated with ribosomal RNA and host genomes, respectively. Unmapped reads were assembled de novo using MEGAHIT(Li et al., 2015; Li et al., 2016) (v1.2.9). The assembled contigs were compared against the NCBI non-redundant protein database (nr) using Diamond blastx(Buchfink et al., 2015) (v 0.9.7) to identify virus-associated contigs based on the top BLAST hits of each contig.
description: Each sample was subjected to RNA extraction using the AxyPrepTM Multisource Total RNA Miniprep Kit (Axygen, China) according to the manufacturer’s instructions and immediately transferred to a -80 °C freezer for storage. A sequencing library was constructed using the NEBNext Ultra II Directional RNA Library Prep Kit for Illumina. The library was subsequently sequenced on an Illumina Novaseq 6000 (PE150) sequencing platform (San Diego, CA, USA).For each library, adaptor sequences and low-quality bases were first removed from the raw sequencing reads by the Fastp program(Chen et al., 2018) (v0.20.0). The remaining reads were compared with the SILIVA database (www.arb-silva.de, version 138.1) and pangolin genomes (GCF_014570555.1_YNU_ManPten_2.0 and GCF_014570535.1_YNU_ManJav_2.0) using Bowtie2(Langmead and Salzberg, 2012) (version 2.2.5) to remove the reads associated with ribosomal RNA and host genomes, respectively. Unmapped reads were assembled de novo using MEGAHIT(Li et al., 2015; Li et al., 2016) (v1.2.9). The assembled contigs were compared against the NCBI non-redundant protein database (nr) using Diamond blastx(Buchfink et al., 2015) (v 0.9.7) to identify virus-associated contigs based on the top BLAST hits of each contig.
DOI: 10.57760/sciencedb.02753
title: PolyScanImage
title: PolyScanImage

description: Control and data acquisition software for the optical gearbox.Source code of paper "Optical gearbox enabled versatile multiscale high-throughput multiphoton functional imaging" published on Nature Communications.
description: Control and data acquisition software for the optical gearbox.Source code of paper "Optical gearbox enabled versatile multiscale high-throughput multiphoton functional imaging" published on Nature Communications.