cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.22843
title: Chinese Scientific and Technological Literature Abstract Dataset
title: 中文科技文献摘要数据集

description: The Chinese Science and Technology Literature Abstract Dataset includes two data files, namely the CSCD Chinese Science and Technology Literature Abstract Dataset D1 and the CSCD Chinese Science and Technology Literature Abstract Dataset D2. Among them, D1 is composed of scientific and technological literature abstracts from four disciplines: oceanography (Chinese Classification P7), aviation (V2), Chinese medicine (R2), and architecture science (TU), with 500 abstracts from each discipline. D2 is composed of scientific and technological literature abstracts from six disciplinary fields: oceanography (classified as P7 in the Chinese Library Classification), aviation (V2), Chinese medicine (R2), architecture science (TU), basic theory of automation (TP1), and horticulture (S6), with 500 abstracts for each discipline.
description: The Chinese Science and Technology Literature Abstract Dataset includes two data files, namely the CSCD Chinese Science and Technology Literature Abstract Dataset D1 and the CSCD Chinese Science and Technology Literature Abstract Dataset D2. Among them, D1 is composed of scientific and technological literature abstracts from four disciplines: oceanography (Chinese Classification P7), aviation (V2), Chinese medicine (R2), and architecture science (TU), with 500 abstracts from each discipline. D2 is composed of scientific and technological literature abstracts from six disciplinary fields: oceanography (classified as P7 in the Chinese Library Classification), aviation (V2), Chinese medicine (R2), architecture science (TU), basic theory of automation (TP1), and horticulture (S6), with 500 abstracts for each discipline.
DOI: 10.57760/sciencedb.j00214.00161
title: Bayesian intervention analysis of integer-valued transfer function models based on CMP distribution
title: 基于CMP分布的整数值传递函数模型的贝叶斯干预分析

description: 为了在同一框架下处理过分散和欠分散的数据，本文研究了基于平均参数化康威麦克斯韦泊松 （CMP） 分布的 INGARCH 传递函数模型，即 CMP INGARCH （1,1） 传递函数模型。之后，将 softplus 功能用作链接功能。我们采用自适应 MCMC 算法。该示例使用 1995 年 2 月至 2023 年 9 月澳大利亚新南威尔士州奥尔伯里的性犯罪数据进行干预分析。最终结果表明，新模型具有优越性。此数据文件包括本文中使用的性犯罪数据，以及本文中使用的 MCMC 算法的 R 代码。
description: 为了在同一框架下处理过分散和欠分散的数据，本文研究了基于平均参数化康威麦克斯韦泊松 （CMP） 分布的 INGARCH 传递函数模型，即 CMP INGARCH （1,1） 传递函数模型。之后，将 softplus 功能用作链接功能。我们采用自适应 MCMC 算法。该示例使用 1995 年 2 月至 2023 年 9 月澳大利亚新南威尔士州奥尔伯里的性犯罪数据进行干预分析。最终结果表明，新模型具有优越性。此数据文件包括本文中使用的性犯罪数据，以及本文中使用的 MCMC 算法的 R 代码。
DOI: 10.57760/sciencedb.j00139.00189
title: Transcriptome sequencing of mouse testis
title: Transcriptome sequencing of mouse testis

description: Poly (A) RNA from 1 mg total RNA or purified mRNA were used to generate the cDNA libraries, respectively, according to TruSeq RNA Sample Prep Kit protocol.
description: Poly (A) RNA from 1 mg total RNA or purified mRNA were used to generate the cDNA libraries, respectively, according to TruSeq RNA Sample Prep Kit protocol.
DOI: 10.57760/sciencedb.22851
title: Ultrasound-assisted screw extrusion 3D printing experiments
title: 超声辅助螺杆挤出3D打印实验

description: Screw-based material extrusion is a typical 3D printing technology, which can be applied in various industrial fields, such as metals, architecture, and medicine. However, high viscosity and high solids materials often have flow restriction and nozzle blockage in the extrusion process, resulting in poor molding quality or even failure, which has become a key bottleneck restricting the development of extrusion 3D print. Although ultrasonic assisted technology can improve this problem, the existing methods are mainly limited to the nozzle surface, and it is difficult to regulate the internal behavior of the fluid. This paper introduces a novel ultrasonic assisted 3D Printing (UA3DP) technique, which builds upon screw-based material extrusion. An innovative ultrasonic assisted 3D printing extruder is developed. A series of comparison experiments reveal that ultrasonic vibration significantly enhances performance metrics of traditional screw-based 3D printing, including higher flow rate, fewer surface defects, and better printability with smaller nozzle sizes. 
description: Screw-based material extrusion is a typical 3D printing technology, which can be applied in various industrial fields, such as metals, architecture, and medicine. However, high viscosity and high solids materials often have flow restriction and nozzle blockage in the extrusion process, resulting in poor molding quality or even failure, which has become a key bottleneck restricting the development of extrusion 3D print. Although ultrasonic assisted technology can improve this problem, the existing methods are mainly limited to the nozzle surface, and it is difficult to regulate the internal behavior of the fluid. This paper introduces a novel ultrasonic assisted 3D Printing (UA3DP) technique, which builds upon screw-based material extrusion. An innovative ultrasonic assisted 3D printing extruder is developed. A series of comparison experiments reveal that ultrasonic vibration significantly enhances performance metrics of traditional screw-based 3D printing, including higher flow rate, fewer surface defects, and better printability with smaller nozzle sizes.
DOI: 10.57760/sciencedb.psych.00570
title: Experiment Data For "The impact of Solitude Status of Surrounding People on Situational Loneliness"
title: 周围人孤单状态对个体情境孤独感的影响实验数据

description: The dataset contains data from three behavioral experiments conducted on Credamo, published on March 31, 2023 (Study 1), March 31, 2024 (Study 2), and March 23, 2024 (Study 3). The data from the three experiments are stored in three files: Study 1, Study 2, and Study 3. Each file contains the collected raw data as well as processed computational variables (independent variable Group, dependent variable loneliness, mediating variable resonance, control variable long-term loneliness, gender, age, education).
description: The dataset contains data from three behavioral experiments conducted on Credamo, published on March 31, 2023 (Study 1), March 31, 2024 (Study 2), and March 23, 2024 (Study 3). The data from the three experiments are stored in three files: Study 1, Study 2, and Study 3. Each file contains the collected raw data as well as processed computational variables (independent variable Group, dependent variable loneliness, mediating variable resonance, control variable long-term loneliness, gender, age, education).
DOI: 10.57760/sciencedb.22862
title: Meteorological dataset of 27 stations in Shanxi Province, 1963-2023
title: 1963-2023年山西省27个站点气象数据集

description: 灌溉对于可持续农业生产至关重要，但水资源短缺和气候变化加剧了水资源的供需失衡。了解山西省土壤水资源动态和农作物用水需求对于优化农业用水管理至关重要。本研究基于 1963 年至 2023 年全省 27 个站点的气象数据。将年份分为干旱、正常和湿润3类，分析了不同降水条件下降水的时空分布和作物需水耦合关系。
description: 灌溉对于可持续农业生产至关重要，但水资源短缺和气候变化加剧了水资源的供需失衡。了解山西省土壤水资源动态和农作物用水需求对于优化农业用水管理至关重要。本研究基于 1963 年至 2023 年全省 27 个站点的气象数据。将年份分为干旱、正常和湿润3类，分析了不同降水条件下降水的时空分布和作物需水耦合关系。
DOI: 10.15468/dl.zk6z7b
title: Occurrence Download

description: A dataset containing 15434 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Odontophorus hyperythrus Gould, 1858"
 ]
}

 The dataset includes 15434 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001247-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.22865
title: Quantitative Analysis and Identification of Edible Mushrooms via Fusion of XRF and NIR Spectral Data Using Ensemble Learning Models
title: Quantitative Analysis and Identification of Edible Mushrooms via Fusion of XRF and NIR Spectral Data Using Ensemble Learning Models

description: 该数据集和随附的代码支持通过整合 X 射线荧光 （XRF） 和可见光-近红外 （VIS-NIR） 光谱数据对 29 种食用蘑菇物种进行定量鉴定的研究。该数据集包括预处理的光谱特征、元素组成以及蘑菇种类和加工类型的注释标签。该代码实现了一个数据级融合策略和一套用于分类和回归任务的集成学习模型（Random Forest、LightGBM、CatBoost 和 XGBoost）。它还包括预处理脚本（例如 Z 分数归一化、标签编码）、通过网格搜索进行的超参数调整以及准确度、精度、召回率、F1 分数和 ROC-AUC 等评估指标。该项目为蘑菇真伪验证和质量控制提供了一种高精度、无损的方法，为食品安全技术的进步做出了贡献。
description: 该数据集和随附的代码支持通过整合 X 射线荧光 （XRF） 和可见光-近红外 （VIS-NIR） 光谱数据对 29 种食用蘑菇物种进行定量鉴定的研究。该数据集包括预处理的光谱特征、元素组成以及蘑菇种类和加工类型的注释标签。该代码实现了一个数据级融合策略和一套用于分类和回归任务的集成学习模型（Random Forest、LightGBM、CatBoost 和 XGBoost）。它还包括预处理脚本（例如 Z 分数归一化、标签编码）、通过网格搜索进行的超参数调整以及准确度、精度、召回率、F1 分数和 ROC-AUC 等评估指标。该项目为蘑菇真伪验证和质量控制提供了一种高精度、无损的方法，为食品安全技术的进步做出了贡献。
DOI: 10.57760/sciencedb.j00100.00018
title: The dataset on the relationship between the built environment and the metro ridership of mobility-vulnerable groups
title: 建成环境与出行脆弱群体的地铁出行关联机制研究数据集

description: This dataset consists of the following three parts, which jointly support the research results on the correlation mechanism between built environment and vulnerable groups in metro travel. Specifically, it includes:The hyperparameter settings and goodness of fit results of the random forest regression model, GBDT regression model, XGBoost regression model, and OLS regression model. The OLS regression model results in 3 groups for comparison with GBDT regression model results. Partial dependency plots between metro ridership and built environment attributes for the senior, students, and general population. 
description: This dataset consists of the following three parts, which jointly support the research results on the correlation mechanism between built environment and vulnerable groups in metro travel. Specifically, it includes:The hyperparameter settings and goodness of fit results of the random forest regression model, GBDT regression model, XGBoost regression model, and OLS regression model. The OLS regression model results in 3 groups for comparison with GBDT regression model results. Partial dependency plots between metro ridership and built environment attributes for the senior, students, and general population.
DOI: 10.57760/sciencedb.j00214.00163
title: Research on the Accuracy of Heterogeneous Input-Output Models Based on Non-Survey Table Construction Methods ——The example of Chinese non-competitive input-output table distinguished between domestic and foreign investment
title: 基于非调查法编表的异质性投入产出模型准确性研究 ——以区分内外资中国非竞争型投入产出表为例

description: The uploaded data includes the programs used in the research process, input-output tables, and simulation results under four scenarios. The programs used can be viewed by opening the folder, and the functions and contents of each program are labeled with file names. The internal code of the program is also explained and annotated accordingly. The two folders for 2017 and 2020 respectively contain the non competitive input-output tables for distinguishing domestic and foreign investment used in the research, as well as simulation results under four scenarios. 
description: The uploaded data includes the programs used in the research process, input-output tables, and simulation results under four scenarios. The programs used can be viewed by opening the folder, and the functions and contents of each program are labeled with file names. The internal code of the program is also explained and annotated accordingly. The two folders for 2017 and 2020 respectively contain the non competitive input-output tables for distinguishing domestic and foreign investment used in the research, as well as simulation results under four scenarios.
DOI: 10.15468/dl.4fdjak
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "StateProvince is NOrth Carolina",
 "TaxonKey is Eretmochelys imbricata (Linnaeus, 1766)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001266-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.22881
title: Tensile Data
title: Tensile Data

description: The data for the tensile stress-strain curves
description: The data for the tensile stress-strain curves
DOI: 10.57760/sciencedb.22886
title: Dateset of AM-DAC-SiW12
title: Dateset of AM-DAC-SiW12

description: This dataset was developed with the title Heterogeneous silicotungstic acid constructed by defect and morphology engineering for boosting oxidative Power The article "desulfurization of fuel oil" related data and charts.
description: This dataset was developed with the title Heterogeneous silicotungstic acid constructed by defect and morphology engineering for boosting oxidative Power The article "desulfurization of fuel oil" related data and charts.
DOI: 10.57760/sciencedb.22893
title: 4D printing smart textiles
title: 4D printing smart textiles

description: The dataset was generated using 3D printing technology, organized by excel tables and prepared by drawing software.
description: The dataset was generated using 3D printing technology, organized by excel tables and prepared by drawing software.
DOI: 10.57760/sciencedb.22895
title: Transaction Network for Graph Neural Network
title: Transaction Network for Graph Neural Network

description: This data is for the support of the paper - GNN-MeTAIt contains a Graph Network data. Due to the prorietory nature of the data, only processed values are provided. Node connections, Edge Attributes, Node Attributes, and Graph Embeddings. 
description: This data is for the support of the paper - GNN-MeTAIt contains a Graph Network data. Due to the prorietory nature of the data, only processed values are provided. Node connections, Edge Attributes, Node Attributes, and Graph Embeddings.
DOI: 10.57760/sciencedb.j00186.00671
title: On shape coexistence and possible shape isomers of nuclei around $^{172}$Hg
title: 标准对力模型对172Hg附近核素形状共存描述

description: Table data, lower energy surface energy calculation under the model. 
description: Table data, lower energy surface energy calculation under the model.
DOI: 10.57760/sciencedb.22900
title: Dataset of retail industry segmentation in Indonesia
title: Dataset of retail industry segmentation in Indonesia

description: To guarantee customer satisfaction, retailers need to manage their product inventory considering factors such as demand volume, frequency, consistency, and variability. By classifying products according to demand trends and inventory turnover, retailers can improve efficiency and customer contentment. Overall, the clustering approach ensures that high-demand items are readily available while reducing the surplus of less sought-after products.Post-COVID-19 pandemic, the delivery and logistics sector have much attention from researchers. Small-and-medium enterprises (SMEs) are prioritizing cost reduction in shipping by deploying streamlined strategies to lower overall logistics expenditures. One such tactic is clustering, where regions or delivery requests are grouped for transportation between distribution centers. Clustering plays a vital role in location-driven decision-making. Clustering product delivery based on customers' location will enhance operational efficiency, customer contentment, and financial returns.This case study explores customer segmentation using three-dimensional time-series data: total spending, frequency of purchases, and average basket size.
description: To guarantee customer satisfaction, retailers need to manage their product inventory considering factors such as demand volume, frequency, consistency, and variability. By classifying products according to demand trends and inventory turnover, retailers can improve efficiency and customer contentment. Overall, the clustering approach ensures that high-demand items are readily available while reducing the surplus of less sought-after products.Post-COVID-19 pandemic, the delivery and logistics sector have much attention from researchers. Small-and-medium enterprises (SMEs) are prioritizing cost reduction in shipping by deploying streamlined strategies to lower overall logistics expenditures. One such tactic is clustering, where regions or delivery requests are grouped for transportation between distribution centers. Clustering plays a vital role in location-driven decision-making. Clustering product delivery based on customers' location will enhance operational efficiency, customer contentment, and financial returns.This case study explores customer segmentation using three-dimensional time-series data: total spending, frequency of purchases, and average basket size.
DOI: 10.57760/sciencedb.22902
title: Major and Trace Elemental Composition of Core E87-30, Bengal Fan
title: Major and Trace Elemental Composition of Core E87-30, Bengal Fan

description: Core E87-30 preserves a sedimentary record spanning approximately 15.53 ka, with a temporal resolution of several hundred years. The dataset comprises major elements (expressed in wt%) and trace elements (in ppm or mg/kg), including a comprehensive analysis of rare earth elements (REE). These geochemical data provide valuable insights into sediment provenance, weathering processes, and past environmental conditions in the Bengal Fan.
description: Core E87-30 preserves a sedimentary record spanning approximately 15.53 ka, with a temporal resolution of several hundred years. The dataset comprises major elements (expressed in wt%) and trace elements (in ppm or mg/kg), including a comprehensive analysis of rare earth elements (REE). These geochemical data provide valuable insights into sediment provenance, weathering processes, and past environmental conditions in the Bengal Fan.
DOI: 10.57760/sciencedb.22908
title: The Impact of Tai Chi Combined with Music-assisted Intervention on Depression and Anxiety Among College Students
title: The Impact of Tai Chi Combined with Music-assisted Intervention on Depression and Anxiety Among College Students

description: This study investigates the effects of Tai Chi combined with Music-assisted Intervention (TCM) on reducing depression and anxiety in college students. A randomized controlled trial (RCT) with 180 participants randomized to three research conditions: TCM, Only Tai Chi (OT), and a control group (CG), and assessed SDS/SAS scores pre- and post 12-week intervention. TCM showed the largest reductions (Cohen's d &gt; 0.8), followed by OT (0.3 &lt; Cohen's d &lt; 0.6). Kruskal-Wallis H tests indicated substantial differences between TCM/CG (Cliff’s delta: -0.93 to -1.07) and OT/CG (-0.41 to -0.48). Mixed ANOVA revealed distinct group-time interactions (Partial η²: 0.130–0.214), with TCM demonstrating greater effect magnitudes than OT. Findings highlight the potential of integrative interventions for mental health promotion.
description: This study investigates the effects of Tai Chi combined with Music-assisted Intervention (TCM) on reducing depression and anxiety in college students. A randomized controlled trial (RCT) with 180 participants randomized to three research conditions: TCM, Only Tai Chi (OT), and a control group (CG), and assessed SDS/SAS scores pre- and post 12-week intervention. TCM showed the largest reductions (Cohen's d &gt; 0.8), followed by OT (0.3 &lt; Cohen's d &lt; 0.6). Kruskal-Wallis H tests indicated substantial differences between TCM/CG (Cliff’s delta: -0.93 to -1.07) and OT/CG (-0.41 to -0.48). Mixed ANOVA revealed distinct group-time interactions (Partial η²: 0.130–0.214), with TCM demonstrating greater effect magnitudes than OT. Findings highlight the potential of integrative interventions for mental health promotion.
DOI: 10.57760/sciencedb.22918
title: E-commerce platform usage intention
title: 電商平台使用意圖

description: This dataset is the required data file for SPSS analysis software, containing 48 research questions and 4 demographic variable questions, totaling 21614 questionnaire data. 
description: This dataset is the required data file for SPSS analysis software, containing 48 research questions and 4 demographic variable questions, totaling 21614 questionnaire data.
DOI: 10.57760/sciencedb.j00139.00191
title: 20250330
title: 20250330

description: Intestinal transcriptome of Pelteobagrus fulvidraco after IL22 gene interference under hypoxia
description: Intestinal transcriptome of Pelteobagrus fulvidraco after IL22 gene interference under hypoxia
DOI: 10.57760/sciencedb.22929
title: A dataset for urban road instance segmentation
title: A dataset for urban road instance segmentation

description: 本实验使用了一个综合数据集，该数据集结合了 Cityscapes 数据集和 BDD100k 数据集，总共有 5000 张图像。其中，Cityscapes 数据集提供 3475 张图像，而 BDD100k 数据集提供 1525 张图像。由于 Cityscapes 数据集中的大部分图像是在弱光条件下拍摄的，因此在 BDD100k 数据集中专门添加了自然光照条件下的城市场景图像，以增强模型在不同光照条件下的鲁棒性。数据集随机分为 4000 张训练图像和 1000 张验证图像，用于模型训练和性能评估。数据集包含 8 个实例级细分类别，包括行人、骑行者、汽车、卡车、公共汽车、火车、摩托车和自行车。这些类别覆盖了城市场景中常见的目标类型，可以有效支持多类别分割任务中模型的学习和优化。为了便于与现有模型进行比较，将实验数据集转换为 YOLO 和 COCO 格式。这种格式转换不仅提高了数据集的兼容性，而且为评估模型的性能提供了标准化的基准。该数据集的设计旨在提供一个平衡和多样化的训练和验证环境，以支持模型在复杂城市场景中的鲁棒性和准确性。
description: 本实验使用了一个综合数据集，该数据集结合了 Cityscapes 数据集和 BDD100k 数据集，总共有 5000 张图像。其中，Cityscapes 数据集提供 3475 张图像，而 BDD100k 数据集提供 1525 张图像。由于 Cityscapes 数据集中的大部分图像是在弱光条件下拍摄的，因此在 BDD100k 数据集中专门添加了自然光照条件下的城市场景图像，以增强模型在不同光照条件下的鲁棒性。数据集随机分为 4000 张训练图像和 1000 张验证图像，用于模型训练和性能评估。数据集包含 8 个实例级细分类别，包括行人、骑行者、汽车、卡车、公共汽车、火车、摩托车和自行车。这些类别覆盖了城市场景中常见的目标类型，可以有效支持多类别分割任务中模型的学习和优化。为了便于与现有模型进行比较，将实验数据集转换为 YOLO 和 COCO 格式。这种格式转换不仅提高了数据集的兼容性，而且为评估模型的性能提供了标准化的基准。该数据集的设计旨在提供一个平衡和多样化的训练和验证环境，以支持模型在复杂城市场景中的鲁棒性和准确性。
DOI: 10.57760/sciencedb.22931
title: High-power regenerative amplifier based on dual-crystal Yb:CALGO configuration
title: High-power regenerative amplifier based on dual-crystal Yb:CALGO configuration

description: We demonstrated a high average power dual-crystal Yb:CALGO regenerative amplifier(RA) operated in TEM00 mode. The dual-crystal configuration effectively mitigated thermal effects and enabled a continuous output power of 42.5 W at a pump power of 160 W with the central wavelength of 1054 nm. During regenerative amplification, an amplified output power of 38 W was obtained at repetition rates ranging from 50 to 200 kHz, the central wavelength of 1043 nm while a compressed pulse width of 290.8 fs. Benefiting from effective thermal management and the design of the thermally insensitive cavity, a near-diffraction-limited beam quality was measured to be  =1.11 and =1.11 at the highest output power.
description: We demonstrated a high average power dual-crystal Yb:CALGO regenerative amplifier(RA) operated in TEM00 mode. The dual-crystal configuration effectively mitigated thermal effects and enabled a continuous output power of 42.5 W at a pump power of 160 W with the central wavelength of 1054 nm. During regenerative amplification, an amplified output power of 38 W was obtained at repetition rates ranging from 50 to 200 kHz, the central wavelength of 1043 nm while a compressed pulse width of 290.8 fs. Benefiting from effective thermal management and the design of the thermally insensitive cavity, a near-diffraction-limited beam quality was measured to be  =1.11 and =1.11 at the highest output power.
DOI: 10.15468/dl.7ydz3w
title: Occurrence Download

description: A dataset containing 14474 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aburria aburri (R.Lesson, 1828)"
 ]
}

 The dataset includes 14474 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001246-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.