cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.08041
title: digital amicability
title: 数字友善

description: Through three studies, we will provide strong theoretical support and practical reference for the friendly empirical research in the network environment.
description: Through three studies, we will provide strong theoretical support and practical reference for the friendly empirical research in the network environment.
DOI: 10.57760/sciencedb.08043
title: The Situational Dependence Effect of coding processing on Learning judgment in high school students
title: 高中生编码加工对学习判断情境依存的影响

description: 100 high school students from a school in Nanning were randomly selected to carry out this experimental study. The data included two experimental studies(1) The reaction time, recall performance, learning judgment value and learning judgment accuracy of the subjects in experiment 1(2) In experiment 2, the recall results, learning judgment values and learning judgment accuracy of the subjects
description: 100 high school students from a school in Nanning were randomly selected to carry out this experimental study. The data included two experimental studies(1) The reaction time, recall performance, learning judgment value and learning judgment accuracy of the subjects in experiment 1(2) In experiment 2, the recall results, learning judgment values and learning judgment accuracy of the subjects
DOI: 10.57760/sciencedb.j00186.00074
title: Combination of a reaction cell and an ultra-high vacuum system for the in situ preparation and characterization of a model catalyst
title: Combination of a reaction cell and an ultra-high vacuum system for the in situ preparation and characterization of a model catalyst

description: This is the data file related to the article entitled "Combination of a reaction cell and an ultra-high vacuum system for the in situ preparation and characterization of a model catalyst". The data were collected by quadrupole mass spectrometer, Auger electron spectroscopy and low-energy electron diffraction. OriginPro 2022 was used to analyze these original data to create ".opj" files. Solidworks was used to design the system and draw the schematic diagrams of the chambers. The low-energy electron diffraction patterns were collected by a high-definition camera and were shown without processing. Additional information about these data can be found in the paper.
description: This is the data file related to the article entitled "Combination of a reaction cell and an ultra-high vacuum system for the in situ preparation and characterization of a model catalyst". The data were collected by quadrupole mass spectrometer, Auger electron spectroscopy and low-energy electron diffraction. OriginPro 2022 was used to analyze these original data to create ".opj" files. Solidworks was used to design the system and draw the schematic diagrams of the chambers. The low-energy electron diffraction patterns were collected by a high-definition camera and were shown without processing. Additional information about these data can be found in the paper.
DOI: 10.57760/sciencedb.08044
title: The data of Yb:YAG thin-disk regenerative amplifier
title: Yb:YAG单薄片再生放大器的输出数据

description: 1. A wavefront sensor based on the four wave transverse shear interference, measures the reflected wavefront of thin-disk crystal; 2. When the pump power is 400W, the average output power of regenerative amplifier at 1kHz and 10kHz repetition rate, as well as the near-field and far-field of the output, M2 factor, where M2 factor measuring method is based on the beam width measurement method of Gaussian beam propagation; 3. The relationship between pump power and output power under different pump pulse widths during pulse pumping.
description: 1. A wavefront sensor based on the four wave transverse shear interference, measures the reflected wavefront of thin-disk crystal; 2. When the pump power is 400W, the average output power of regenerative amplifier at 1kHz and 10kHz repetition rate, as well as the near-field and far-field of the output, M2 factor, where M2 factor measuring method is based on the beam width measurement method of Gaussian beam propagation; 3. The relationship between pump power and output power under different pump pulse widths during pulse pumping.
DOI: 10.57760/sciencedb.08046
title: Application Research for Astrometry.net and SCAMP in Astrometric calibration
title: Astrometry.net与SCAMP在天测位置定标中的研究

description: figures in this paper
description: figures in this paper
DOI: 10.57760/sciencedb.j00124.00021
title: A dataset of the study on the reaction characteristics of tar model compounds with an Fe-based oxygen carrier
title: 焦油模型化合物与铁基氧载体的反应特性研究数据集

description: This data includes relevant data related to the article "Research on the Reaction Characteristics of Tar Model Compounds with Iron Based Oxygen Carriers". The data was obtained through experiments and related characterization from November to December 2022. 
description: This data includes relevant data related to the article "Research on the Reaction Characteristics of Tar Model Compounds with Iron Based Oxygen Carriers". The data was obtained through experiments and related characterization from November to December 2022.
DOI: 10.57760/sciencedb.j00133.00249
title: Chinese Abstract Dataset containing Text and Images
title: 包含文本与图片的中文摘要数据集

description: This dataset is the experimental dataset of the paper "Chinese Abstract Generation Method With Content and Image Features", which contains 29,025 pieces of data collected from news articles published by domestic mainstream official media on the Internet. Each data sample contains a news article, its corresponding title and a picture highly relevant to the article. News articles and headlines are stored in the News_text file, and corresponding pictures are stored in the News_picture file.
description: This dataset is the experimental dataset of the paper "Chinese Abstract Generation Method With Content and Image Features", which contains 29,025 pieces of data collected from news articles published by domestic mainstream official media on the Internet. Each data sample contains a news article, its corresponding title and a picture highly relevant to the article. News articles and headlines are stored in the News_text file, and corresponding pictures are stored in the News_picture file.
DOI: 10.57760/sciencedb.08047
title: A lung-selective delivery of mRNA encoding broadly neutralizing antibody against SARS-CoV-2 infection
title: A lung-selective delivery of mRNA encoding broadly neutralizing antibody against SARS-CoV-2 infection

description: Sequences of the mAb 8-9D
description: Sequences of the mAb 8-9D
DOI: 10.57760/sciencedb.08048
title: Sequences of the monoclonal antibody
title: Sequences of the monoclonal antibody

description: 8-9D antibody sequences
description: 8-9D antibody sequences
DOI: 10.57760/sciencedb.j00133.00250
title: REF2021 STM Domain Cultural Impact Case Labeling Analysis Data
title: REF2021 STM领域文化影响案例标引分析数据

description: The data for fields 1-4 comes from the publicly available REF2021 dataset on the internet, while fields 5-6 are added based on custom categories for the fields 2 and 3, respectively.This dataset contains a total of 29 pieces of data, including the following fields:Title: The impact case nameSummary of the impactUnderpinning research: Research basis for the impactUnit of assessment nameImpact classification (custom category)Research type (custom category)The data for fields 1-4 comes from the publicly available REF2021 dataset on the internet, while fields 5-6 are added based on custom categories for fields 2 and 3, respectively.
description: The data for fields 1-4 comes from the publicly available REF2021 dataset on the internet, while fields 5-6 are added based on custom categories for the fields 2 and 3, respectively.This dataset contains a total of 29 pieces of data, including the following fields:Title: The impact case nameSummary of the impactUnderpinning research: Research basis for the impactUnit of assessment nameImpact classification (custom category)Research type (custom category)The data for fields 1-4 comes from the publicly available REF2021 dataset on the internet, while fields 5-6 are added based on custom categories for fields 2 and 3, respectively.
DOI: 10.57760/sciencedb.08049
title: Optical Center - Processing Dataset
title: 光学中心-加工数据集

description: Experimental surface shape data
description: Experimental surface shape data
DOI: 10.57760/sciencedb.08051
title: Experimental results of polishing pads made of different materials under different parameters
title: Experimental results of polishing pads made of different materials under different parameters

description: In ultra-precision optical processing, the sub-aperture polishing is prone to produce mid-spatial-frequency (MSF) error. However, the generation mechanism of the MSF error is still not fully clarified, which seriously affects the further improvement of optical component performance. In this paper, it is proved that the actual contact pressure distribution between the workpiece and tool is a crucial source which affects the MSF error characteristics. A rotational periodic convolution (RPC) model is proposed to reveal the quantitative relationship among the contact pressure distribution, speed ratio (spin velocity/feed speed) and MSF error distribution. In-depth analyses show that the MSF error is linearly related to the symmetry level of contact pressure distribution and inversely proportional to the speed ratio, where the symmetry level is effectively evaluated by the proposed method based on Zernike polynomials. In the experiments, according to the actual contact pressure distribution obtained from the pressure-sensitive paper, the error rate of modeling results under different processing conditions is around 15%, which prove the validity of the proposed model. The influence of contact pressure distribution on MSF error is further clarified through the establishment of RPC model, which can further promote the development of sub-aperture polishing.
description: In ultra-precision optical processing, the sub-aperture polishing is prone to produce mid-spatial-frequency (MSF) error. However, the generation mechanism of the MSF error is still not fully clarified, which seriously affects the further improvement of optical component performance. In this paper, it is proved that the actual contact pressure distribution between the workpiece and tool is a crucial source which affects the MSF error characteristics. A rotational periodic convolution (RPC) model is proposed to reveal the quantitative relationship among the contact pressure distribution, speed ratio (spin velocity/feed speed) and MSF error distribution. In-depth analyses show that the MSF error is linearly related to the symmetry level of contact pressure distribution and inversely proportional to the speed ratio, where the symmetry level is effectively evaluated by the proposed method based on Zernike polynomials. In the experiments, according to the actual contact pressure distribution obtained from the pressure-sensitive paper, the error rate of modeling results under different processing conditions is around 15%, which prove the validity of the proposed model. The influence of contact pressure distribution on MSF error is further clarified through the establishment of RPC model, which can further promote the development of sub-aperture polishing.
DOI: 10.57760/sciencedb.08052
title: Fourier convolution-parallel neural network framework with library matching for multi-tool processing decision in optical fabrication
title: Fourier convolution-parallel neural network framework with library matching for multi-tool processing decision in optical fabrication

description: Intelligent manufacturing of ultra-precision optical surfaces is urgent but rather difficult to be break through due to the complex physical interactions. The development of data-oriented neural network provides a new way, but the existing networks cannot be adapted for optical fabrication with high feature dimensions & small specific dataset. In this letter, for the first time, a novel Fourier convolution-parallel neural network (FCPNN) framework with library matching was proposed to realize multi-tool processing decision, including tool size & material, slurry type and removal rate. The feature dimension requirement is reduced by 3-5 orders of magnitude to achieve supervised learning with hundred-level dataset.
description: Intelligent manufacturing of ultra-precision optical surfaces is urgent but rather difficult to be break through due to the complex physical interactions. The development of data-oriented neural network provides a new way, but the existing networks cannot be adapted for optical fabrication with high feature dimensions & small specific dataset. In this letter, for the first time, a novel Fourier convolution-parallel neural network (FCPNN) framework with library matching was proposed to realize multi-tool processing decision, including tool size & material, slurry type and removal rate. The feature dimension requirement is reduced by 3-5 orders of magnitude to achieve supervised learning with hundred-level dataset.
DOI: 10.57760/sciencedb.08054
title: Academic co-word network link prediction dataset
title: 学科共词网络链路预测数据集

description: Using the Web of Science core collection as the source of literature data. Five disciplines with different data scales were randomly selected from the Web of Science core collection discipline category catalog, namely Information Science&Library Science (ISLS), Law (LAW), Biomedical Social Sciences (BSS), Communication (COM), and Oceanography (Ocean). When conducting literature search, the "WC=subject name" search method is used to restrict the publication year to 2015, 2016, 2017, 2018, 2019, and 2020. Use the literature from 2015 to 2018 as the training stage for each co word network, and use the literature from 2019 to 2020 as the testing stage N2. On this basis, the extraction of keywords in the training and testing stages is carried out separately. The keywords that appear in both the training and testing stages need to be selected as nodes for building a co word network. Therefore, the intersection of the keyword sets in the training and testing stages is further processed to obtain the necessary keyword information for building a co word network for each discipline; After experimental analysis, keyword frequencies greater than 4, 6, 8, 10, 12, and 14 were extracted to construct a co word network with different topological structure features. 
description: Using the Web of Science core collection as the source of literature data. Five disciplines with different data scales were randomly selected from the Web of Science core collection discipline category catalog, namely Information Science&Library Science (ISLS), Law (LAW), Biomedical Social Sciences (BSS), Communication (COM), and Oceanography (Ocean). When conducting literature search, the "WC=subject name" search method is used to restrict the publication year to 2015, 2016, 2017, 2018, 2019, and 2020. Use the literature from 2015 to 2018 as the training stage for each co word network, and use the literature from 2019 to 2020 as the testing stage N2. On this basis, the extraction of keywords in the training and testing stages is carried out separately. The keywords that appear in both the training and testing stages need to be selected as nodes for building a co word network. Therefore, the intersection of the keyword sets in the training and testing stages is further processed to obtain the necessary keyword information for building a co word network for each discipline; After experimental analysis, keyword frequencies greater than 4, 6, 8, 10, 12, and 14 were extracted to construct a co word network with different topological structure features.
DOI: 10.57760/sciencedb.08056
title: AcutePediatricHypophosphatasia_Twins_TNSALP_Mutation
title: AcutePediatricHypophosphatasia_Twins_TNSALP_Mutation

description: Imaging data on the acute progression of pediatric hypophosphatasia in twins due to TNSALP gene mutation
description: Imaging data on the acute progression of pediatric hypophosphatasia in twins due to TNSALP gene mutation
DOI: 10.57760/sciencedb.08057
title: Environmental Regulation, Green Innovation and High-quality Economic Development
title: 环境规制、绿色创新与经济高质量发展

description: This paper selects 176 cities in China's twelve major urban agglomerations as research samples, and the data are all from authoritative databases at home and abroad.
description: This paper selects 176 cities in China's twelve major urban agglomerations as research samples, and the data are all from authoritative databases at home and abroad.
DOI: 10.57760/sciencedb.j00133.00251
title: The dataset used for Structural Elements Identification of Abstracts in Academic
title: 摘要结构功能要素识别数据集

description: A dataset of abstracts in academic literature. It can be used for structural elements identification, containing a train set, a test set, and a validation set
description: A dataset of abstracts in academic literature. It can be used for structural elements identification, containing a train set, a test set, and a validation set
DOI: 10.57760/sciencedb.08060
title: Graphical data of the predicted network links of the academic co-word
title: 学科共词网络链路预测图表数据

description: Subject Common Word Network Link Prediction Chart Data 
description: Subject Common Word Network Link Prediction Chart Data
DOI: 10.57760/sciencedb.08062
title: RKY gene family in five legumes SUPPLEMENTARY MATERIAL
title: RKY gene family in five legumes SUPPLEMENTARY MATERIAL

description: Genome-wide identification and expression analysis of the WRKY gene family in five legumes SUPPLEMENTARY MATERIAL
description: Genome-wide identification and expression analysis of the WRKY gene family in five legumes SUPPLEMENTARY MATERIAL
DOI: 10.57760/sciencedb.08063
title: VnIndex 010900-310323
title: VnIndex 010900-310323

description: This data was taken from FiinPro and Vietstock softwares, giving information on VnIndex - the most important index in Vietnamese stock market. The time frame for data is from 01/09/2000 to 31/3/2023
description: This data was taken from FiinPro and Vietstock softwares, giving information on VnIndex - the most important index in Vietnamese stock market. The time frame for data is from 01/09/2000 to 31/3/2023
DOI: 10.15468/dl.5xwmc6
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Euphorbia prostrata Aiton",
 "Year 1950-2025"
 ]
}

 The dataset includes 164 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000683-250426092105405/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.00658
title: WiFi 802.11b indoor and outdoor dataset
title: WiFi 802.11b indoor and outdoor dataset

description: WiFi dataset contains WiFi transmissions of 50 Pycom devices captured over 5 consecutive days in both indoor (laboratory) and outdoor environments. For each day, capture 5 transmissions from each device in a round-robin fashion, where each capture consists of 50M complex-valued I/Q samples. The time-gap between two consecutive captures of the same device is 5mins. Transmitters were located about 5 meters away from the access point and the receiver, with a clear line of sight. The collected signals are down-converted by the USRP to the baseband and then stored in the form of I/Q data in both time and frequency domain representations.More details and use cases of the WiFi dataset can be found in the attached paper. The datasets can be downloaded from NetSTAR Lab at http://research.engr.oregonstate.edu/hamdaoui/datasets. 
description: WiFi dataset contains WiFi transmissions of 50 Pycom devices captured over 5 consecutive days in both indoor (laboratory) and outdoor environments. For each day, capture 5 transmissions from each device in a round-robin fashion, where each capture consists of 50M complex-valued I/Q samples. The time-gap between two consecutive captures of the same device is 5mins. Transmitters were located about 5 meters away from the access point and the receiver, with a clear line of sight. The collected signals are down-converted by the USRP to the baseband and then stored in the form of I/Q data in both time and frequency domain representations.More details and use cases of the WiFi dataset can be found in the attached paper. The datasets can be downloaded from NetSTAR Lab at http://research.engr.oregonstate.edu/hamdaoui/datasets.
DOI: 10.57760/sciencedb.08066
title: North China craton Late Triassic syenite
title: North China craton Late Triassic syenite

description: This data set is geochemistry data for Late Triassic syenites from North China craton, including the zircon age, whole rock major and trace element concentration, whole rock Sr-Nd isotope ratios, zircon in-situ Hf-O isotope ratios, and related references.
description: This data set is geochemistry data for Late Triassic syenites from North China craton, including the zircon age, whole rock major and trace element concentration, whole rock Sr-Nd isotope ratios, zircon in-situ Hf-O isotope ratios, and related references.
DOI: 10.6084/m9.figshare.28093595
title: Age- and Sex-Specific Cerebral Blood Flow Atlases Across the Lifespan

description: All data are provided in NIfTI format, registered to the MNI reference space, with an isotropic resolution of 1.0 mm<sup>3</sup>. The dataset is organized into two subfolders: “CBF-atlases”, which contains the mean and standard deviation maps of the age- and sex-specific CBF atlases (CBF_[age group]_[sex]_[mean or std].nii.gz, units: ml/100g/min), and “T1w-template”, which includes the corresponding age-specific T1-weighted structural templates (T1w-template-[age group]-brain.nii.gz). The age groups include CH (children), YO (youth), YA (young adults), MA (middle-aged adults), and OA (older adults), while the sex categories consist of Male, Female, and All (combined Male and Female). All images are saved with floating-point values. The original datasets used for atlas generation are available from the corresponding author upon reasonable request.In addition to the age-specific templates, we have generated a common template that serves as a central reference across all age groups. This template was created by applying the same methodology used for the age-specific templates but using the generated age-specific templates as inputs instead of individual T1 images. The common T1w template is publicly available in “T1w-template” folder with name of [T1w-template-Allage-brain.nii.gz]. and the common CBF atlases are publicly available in “CBF-atlases” folder with name of [CBF_Allage_mean.nii.gz].
DOI: 10.57760/sciencedb.08067
title: Raw data for the article "Immobilizing Stereogenic Nitrogen Center in Doubly Fused Triarylamines through Palladium-Catalyzed Asymmetric C-H Activation/Seven-Membered Ring Formation"
title: Raw data for the article "Immobilizing Stereogenic Nitrogen Center in Doubly Fused Triarylamines through Palladium-Catalyzed Asymmetric C-H Activation/Seven-Membered Ring Formation"

description: This zip package includes all the raw data involving in the article "Immobilizing Stereogenic Nitrogen Center in Doubly Fused Triarylamines through Palladium-Catalyzed Asymmetric C-H Activation/Seven-Membered Ring Formationt"submitted to Angewandte Chemie International Edition.
description: This zip package includes all the raw data involving in the article "Immobilizing Stereogenic Nitrogen Center in Doubly Fused Triarylamines through Palladium-Catalyzed Asymmetric C-H Activation/Seven-Membered Ring Formationt"submitted to Angewandte Chemie International Edition.