cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.14854
title: Influence of Ion Oxygen Concentration on Properties of Optical Films Deposited by Double Ion Beam Sputtering
title: 离子氧浓度对双离子束溅射沉积光学薄膜性能影响数据集

description: Prepare samples using dual ion beam sputtering deposition equipment. Draw a graph using Origin software, measure the sample transmittance using a spectrophotometer, and fit the refractive index and extinction coefficient using Optilayer software. The weak absorption of the sample was measured using the principle of surface thermal lenses, and temperature rise data was collected by continuous laser irradiation at 1064 nm. Use XPS to characterize the bond energy of Si and O in SiO2 samples. 
description: Prepare samples using dual ion beam sputtering deposition equipment. Draw a graph using Origin software, measure the sample transmittance using a spectrophotometer, and fit the refractive index and extinction coefficient using Optilayer software. The weak absorption of the sample was measured using the principle of surface thermal lenses, and temperature rise data was collected by continuous laser irradiation at 1064 nm. Use XPS to characterize the bond energy of Si and O in SiO2 samples.
DOI: 10.57760/sciencedb.14858
title: The genome sequence of the water spider Argyroneta aquatica
title: The genome sequence of the water spider Argyroneta aquatica

description: We present a high-quality, chromosome-scale genome of water spider A. aquatica, characterized by a genome assembly of 753.77 Mb distributed across 11 chromosomes. The contig N50 value is 2.44 MB, and the genome completeness (as estimated by BUSCO) reaches 98.0%.
description: We present a high-quality, chromosome-scale genome of water spider A. aquatica, characterized by a genome assembly of 753.77 Mb distributed across 11 chromosomes. The contig N50 value is 2.44 MB, and the genome completeness (as estimated by BUSCO) reaches 98.0%.
DOI: 10.15468/dl.4zyp6j
title: Occurrence Download

description: A dataset containing 299736 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is MARINe/PISCO: Intertidal: MARINe Long-Term Monitoring Surveys: Photo Plots and Transects Summarized"
 ]
}

 The dataset includes 299736 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000913-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.j00133.00383
title: Prediction of Emerging Communities-Related Data
title: 新兴社群预测相关数据

description: This dataset contains preprocessed vocabulary functional category information, community basic information, community feature set, and prediction result information. 1. Vocabulary functional category information: Table 1_ Ehealth_ Lexical_ Function.csv describes the functional attribute category information of all vocabulary in the corpus. 2. Basic information of the community: Table 2_ Community_ Info.csv describes the determination information of whether a community belongs to a hot or emerging community, as well as the year, node, and edge related statistical information of the community. 3. Community feature set: Table 3_ Community_ Features_ Input.csv describes the specific indicator values of all features of a community, used for predicting model training and testing. 4. Prediction result data: Table 4_ Prediction_ Consequence describes the accuracy, precision, recall, and F1 score of five prediction models under different feature combinations 
description: This dataset contains preprocessed vocabulary functional category information, community basic information, community feature set, and prediction result information. 1. Vocabulary functional category information: Table 1_ Ehealth_ Lexical_ Function.csv describes the functional attribute category information of all vocabulary in the corpus. 2. Basic information of the community: Table 2_ Community_ Info.csv describes the determination information of whether a community belongs to a hot or emerging community, as well as the year, node, and edge related statistical information of the community. 3. Community feature set: Table 3_ Community_ Features_ Input.csv describes the specific indicator values of all features of a community, used for predicting model training and testing. 4. Prediction result data: Table 4_ Prediction_ Consequence describes the accuracy, precision, recall, and F1 score of five prediction models under different feature combinations
DOI: 10.57760/sciencedb.14867
title: Development of a High-repetition-rate Lumped-inductance Kicker Magnet Prototype for the Beam Switchyard of SHINE
title: SHINE束流分配kicker样机数据

description: Data from the development of a single inductor kicker prototype for SHINE device beam distribution, including relevant photos, simulation result data, etc 
description: Data from the development of a single inductor kicker prototype for SHINE device beam distribution, including relevant photos, simulation result data, etc
DOI: 10.57760/sciencedb.14862
title: "Application of Cone Scintillator Detector in Quality Control of Pen Beam Scanning Proton Radiotherapy System" dataset
title: 《锥形闪烁体探测器在笔形束扫描式质子放疗系统质控中的应用》数据集

description: To verify the feasibility of the application of the conical scintillator detector in the quality control of the pen beam scanning proton radiotherapy system, the beam spot size and position measurement results of the detector were compared with the Lynx measurement results. The LynxVSLogos Figure 7 (b) shows the data in 7 (b) of the paper, with energy on the horizontal axis and x on the vertical axis, and the position in the opposite direction of y. Accuracy - Table 1 presents the data from Table 1 to verify the accuracy of XRV-124 in collecting beam position information. Spot size - Figure 6 shows the beam spot size data measured using logos and Lynx, with energy on the x-axis and beam spot size on the y-axis, measured in millimeters Stability - Figures 5 and 7 (a) show the stability test data of the beam spot position and size of the conical scintillator detector. The data results of the startup test conducted on this device are shown in Figure 8. 
description: To verify the feasibility of the application of the conical scintillator detector in the quality control of the pen beam scanning proton radiotherapy system, the beam spot size and position measurement results of the detector were compared with the Lynx measurement results. The LynxVSLogos Figure 7 (b) shows the data in 7 (b) of the paper, with energy on the horizontal axis and x on the vertical axis, and the position in the opposite direction of y. Accuracy - Table 1 presents the data from Table 1 to verify the accuracy of XRV-124 in collecting beam position information. Spot size - Figure 6 shows the beam spot size data measured using logos and Lynx, with energy on the x-axis and beam spot size on the y-axis, measured in millimeters Stability - Figures 5 and 7 (a) show the stability test data of the beam spot position and size of the conical scintillator detector. The data results of the startup test conducted on this device are shown in Figure 8.
DOI: 10.57760/sciencedb.j00133.00384
title: Scores of evaluation metrics of C14 given by LLM and experts
title: Scores of evaluation metrics of C14 given by LLM and experts

description: This dataset is the supporting data for the paper "A Scoring Method for Semantic Evaluation Metrics of Scientific Papers Based on Prompt Tuning of Large Language Models", including the following four files:1. Scores given by LLM and experts for the evaluation metrics "Experimental Condition". "d-score" is annotated by experts while d-pred is given by the prompt-tuned LLM.2-4. Train set for prompt tuning. Including 3 types of prompts designed for the evaluation metrics "Experimental Condition"
description: This dataset is the supporting data for the paper "A Scoring Method for Semantic Evaluation Metrics of Scientific Papers Based on Prompt Tuning of Large Language Models", including the following four files:1. Scores given by LLM and experts for the evaluation metrics "Experimental Condition". "d-score" is annotated by experts while d-pred is given by the prompt-tuned LLM.2-4. Train set for prompt tuning. Including 3 types of prompts designed for the evaluation metrics "Experimental Condition"
DOI: 10.57760/sciencedb.j00186.00375
title: A dataset of one high-angel well drilled and logged at Bohai Sea during FY2021
title: A dataset of one high-angel well drilled and logged at Bohai Sea during FY2021

description: The dataset is acquired from an actual well is located in the southern part of Liaodong Bay in the Bohai oil field. The well is drilled with a 241.3 mm (9.5 inch) bit. During logging, the tool is slide against the borehole wall from the bottom to the top and sampled at 76 mm intervals. The sieve residue log shows that the logging section is dominated by sandy mudstone formations, and borehole fluid sampling shows that borehole fluid has a density of 1.18 g/cm3 with a salinity of 94 kppm. Neutron and density data are obtained according to the log depth interval. The dataset includes 4 files: XX19-1N.xtf is the original data from the well log that could be opened using a xtf viewer. XX19-1N-Data.txt is the data read from the original xtf file. detection.py is the data processing code and XX19-1N. las is the neutron porosity data that are processed using detection.py.
description: The dataset is acquired from an actual well is located in the southern part of Liaodong Bay in the Bohai oil field. The well is drilled with a 241.3 mm (9.5 inch) bit. During logging, the tool is slide against the borehole wall from the bottom to the top and sampled at 76 mm intervals. The sieve residue log shows that the logging section is dominated by sandy mudstone formations, and borehole fluid sampling shows that borehole fluid has a density of 1.18 g/cm3 with a salinity of 94 kppm. Neutron and density data are obtained according to the log depth interval. The dataset includes 4 files: XX19-1N.xtf is the original data from the well log that could be opened using a xtf viewer. XX19-1N-Data.txt is the data read from the original xtf file. detection.py is the data processing code and XX19-1N. las is the neutron porosity data that are processed using detection.py.
DOI: 10.57760/sciencedb.14872
title: Hollow metal tubes for efficient electron manipulation using terahertz surface waves
title: 利用太赫兹表面波高效操纵电子的中空金属管

description: Compact electron sources have been instrumental in multidiscipline sciences including fundamental physics, oncology treatments, and advanced industries. Of particular interest is the terahertz-driven electron manipulation that holds great promise for an efficient high gradient of multi-GeVm-1 inside a regular dielectric-lined waveguide (DLW). The recent study relying on terahertz surface waves has demonstrated both high terahertz energy and improved coupling efficiency with the DLW. However, the large energy spread pertaining to the laser-induced electron pulse impedes the practical use of the system. Here, we propose a scheme for extending the idea of surface-wave-driven electron manipulation to mature electron sources such as commercial direct-current and radio-frequency electron guns. By using a simple hollow cylinder tube for electron transmission, we show that the electron energy modulation can reach up to 860 keV, or compress the electron pulse width to 15 fs using a 2.9 mJ single-cycle terahertz pulse. The trafficability of the hollow tube also allows for a cascade of the system, which is expected to pave the way for compact and highly efficient THz-driven electron sources
description: Compact electron sources have been instrumental in multidiscipline sciences including fundamental physics, oncology treatments, and advanced industries. Of particular interest is the terahertz-driven electron manipulation that holds great promise for an efficient high gradient of multi-GeVm-1 inside a regular dielectric-lined waveguide (DLW). The recent study relying on terahertz surface waves has demonstrated both high terahertz energy and improved coupling efficiency with the DLW. However, the large energy spread pertaining to the laser-induced electron pulse impedes the practical use of the system. Here, we propose a scheme for extending the idea of surface-wave-driven electron manipulation to mature electron sources such as commercial direct-current and radio-frequency electron guns. By using a simple hollow cylinder tube for electron transmission, we show that the electron energy modulation can reach up to 860 keV, or compress the electron pulse width to 15 fs using a 2.9 mJ single-cycle terahertz pulse. The trafficability of the hollow tube also allows for a cascade of the system, which is expected to pave the way for compact and highly efficient THz-driven electron sources
DOI: 10.57760/sciencedb.j00186.00376
title: The 2D IAEA benchmark problem dataset
title: The 2D IAEA benchmark problem dataset

description: All files are simulated datasets, i.e., all data are computer-generated.The 2D_IAEA_benchmark file contains observations of the 2D IAEA benchmark problem and the true full-physics field values for the three parameters. It contains 10 observations and full-physics field values with 81 sensors per observation.2D_IAEA_benchmark\obs.npy is the observations file, 2D_IAEA_benchmark\phitwo.npy is the full-physics field values for phitwo, 2D_IAEA_benchmark\phione.npy is the full-physics field values for phione, and 2D_IAEA_ benchmark\power.npy is the full physical field value of power.
description: All files are simulated datasets, i.e., all data are computer-generated.The 2D_IAEA_benchmark file contains observations of the 2D IAEA benchmark problem and the true full-physics field values for the three parameters. It contains 10 observations and full-physics field values with 81 sensors per observation.2D_IAEA_benchmark\obs.npy is the observations file, 2D_IAEA_benchmark\phitwo.npy is the full-physics field values for phitwo, 2D_IAEA_benchmark\phione.npy is the full-physics field values for phione, and 2D_IAEA_ benchmark\power.npy is the full physical field value of power.
DOI: 10.57760/sciencedb.14875
title: Design Study of Charge-Stripping Scheme of Heavy Ion Beams for HIAF-BRing
title: Design Study of Charge-Stripping Scheme of Heavy Ion Beams for HIAF-BRing

description: The file contains the data of Figures 2 to 6 in "Design Study of Charge-Stripping Scheme of Heavy Ion Beams for HIAF-BRing", in which the data and the figures in the paper correspond to each other.
description: The file contains the data of Figures 2 to 6 in "Design Study of Charge-Stripping Scheme of Heavy Ion Beams for HIAF-BRing", in which the data and the figures in the paper correspond to each other.
DOI: 10.57760/sciencedb.j00217.00056
title: Identification and validation of the ferroptosis-related cardiogenic stroke and atherosclerosis genes, CIRBP, CREB5, MAPK14, PEBP1, and PTGS2 and their association with immune cells
title: 心源性脑卒中与动脉粥样硬化中铁死亡相关基因功能研究及其在免疫中的相关性

description: Objective To investigate the common pathological mechanisms of Cardiogenic Stroke （CS） and Atherosclerosis （AS）, especially the role of ferroptosis related genes（FRGs） in disease progression.Methods Gene ontology, Kyoto Encyclopedia analysis and PPI network were used to analyze CS and AS FRGs in the GEO database. Machine learning methods, LASSO regression and SVM-RFE algorithms were applied to screen hub genes. Gene functions were verified by constructing diagnostic models of key genes and qRT-PCR.Results CIRBP, CREB5, MAPK14, PEBP1 and PTGS2 were identified as hub genes for CS and AS. These genes were closely associated with inflammatory and immunomodulatory pathways and showed high correlation with neutrophils.Conclusion The present study reveals the regulatory role of FRGs in CS and AS, which provides new targets for disease diagnosis and treatment, and enhances the research on targeted diagnosis and treatment of cardiovascular and cerebrovascular diseases.
description: Objective To investigate the common pathological mechanisms of Cardiogenic Stroke （CS） and Atherosclerosis （AS）, especially the role of ferroptosis related genes（FRGs） in disease progression.Methods Gene ontology, Kyoto Encyclopedia analysis and PPI network were used to analyze CS and AS FRGs in the GEO database. Machine learning methods, LASSO regression and SVM-RFE algorithms were applied to screen hub genes. Gene functions were verified by constructing diagnostic models of key genes and qRT-PCR.Results CIRBP, CREB5, MAPK14, PEBP1 and PTGS2 were identified as hub genes for CS and AS. These genes were closely associated with inflammatory and immunomodulatory pathways and showed high correlation with neutrophils.Conclusion The present study reveals the regulatory role of FRGs in CS and AS, which provides new targets for disease diagnosis and treatment, and enhances the research on targeted diagnosis and treatment of cardiovascular and cerebrovascular diseases.
DOI: 10.57760/sciencedb.14886
title: Farnesol ameliorates DSS-induced IBD and NAFLD by regulating inflammatory cytokines, repairing intestinal barrier, reversing the gut microbiota imbalance and metabolic disorder in C57BL/6 mice
title: Farnesol ameliorates DSS-induced IBD and NAFLD by regulating inflammatory cytokines, repairing intestinal barrier, reversing the gut microbiota imbalance and metabolic disorder in C57BL/6 mice

description: Supplemental data for this article 
description: Supplemental data for this article
DOI: 10.57760/sciencedb.j00186.00379
title: Grain boundary engineering for enhancing intergranular damage resistance of ferritic/martensitic steel P92
title: Grain boundary engineering for enhancing intergranular damage resistance of ferritic/martensitic steel P92

description: Data for paper "Grain boundary engineering for enhancing intergranular damage resistance of ferritic/martensitic steel P92"
description: Data for paper "Grain boundary engineering for enhancing intergranular damage resistance of ferritic/martensitic steel P92"
DOI: 10.57760/sciencedb.14876
title: Research on the relationship of cooperation communities’ evolution and leaders’ behavior-support data
title: 科研团队演化与领导者影响力演变规律探究-论文支撑数据

description: Supporting data for the paper "Research on the relationship of cooperation communities’ evolution and leaders’ behavior-" in Data Analysis and Knowledge Discovery
description: Supporting data for the paper "Research on the relationship of cooperation communities’ evolution and leaders’ behavior-" in Data Analysis and Knowledge Discovery
DOI: 10.57760/sciencedb.j00186.00382
title: The identified particle v2 data in p-Pb collisions generated from the AMPT
title: The identified particle v2 data in p-Pb collisions generated from the AMPT

description: The elliptic azimuthal anisotropy coefficient (v2) of the identified particles(Pion, Kaon, Proton, Lambda) at midrapidity (|η| &lt; 0.8) was investigated in p–Pb collisions at 5.02 TeV using a multi-phase transport model (AMPT). The data to plot the figures in the paper.
description: The elliptic azimuthal anisotropy coefficient (v2) of the identified particles(Pion, Kaon, Proton, Lambda) at midrapidity (|η| &lt; 0.8) was investigated in p–Pb collisions at 5.02 TeV using a multi-phase transport model (AMPT). The data to plot the figures in the paper.
DOI: 10.57760/sciencedb.j00186.00381
title: Experimental study on temperature fluctuation on the plate surface induced by coaxial-jet flow
title: Experimental study on temperature fluctuation on the plate surface induced by coaxial-jet flow

description: This paper uses an experimental setup to study the temperature fluctuations of the fluid and on the plate surface caused by the coaxial-jet. The temperature fluctuations of fluid and on the plate surface located at different heights are analyzed. The cause of temperature fluctuation is analyzed by the transient temperature distribution. The results of the average temperature, temperature fluctuations intensity and transient temperature listed in the attachments
description: This paper uses an experimental setup to study the temperature fluctuations of the fluid and on the plate surface caused by the coaxial-jet. The temperature fluctuations of fluid and on the plate surface located at different heights are analyzed. The cause of temperature fluctuation is analyzed by the transient temperature distribution. The results of the average temperature, temperature fluctuations intensity and transient temperature listed in the attachments
DOI: 10.57760/sciencedb.j00186.00384
title: The result of experiment and simulation for standard sample
title: The result of experiment and simulation for standard sample

description: The leakage neutron spectra measurements on standard sample (polyethylene) with measurement angles of 45°. The MCNP program was used to obtain the corresponding simulated results, and the data file was obtained from the ENDF/B-VIII.0 library. Comparision between experiment and calculation is carried out to verify the reliability of data acquired using the CIAE's benchmark experimental facility.
description: The leakage neutron spectra measurements on standard sample (polyethylene) with measurement angles of 45°. The MCNP program was used to obtain the corresponding simulated results, and the data file was obtained from the ENDF/B-VIII.0 library. Comparision between experiment and calculation is carried out to verify the reliability of data acquired using the CIAE's benchmark experimental facility.
DOI: 10.57760/sciencedb.j00206.00025
title: Dataset on the innovation efficiency of SMEs in China's business environment from 2015 to 2019
title: 2015-2019年中国营商环境对中小企业创新效率的数据集

description: 采用DEA MAX软件计算企业创新效率，采用Stata 15.0完成数据统计和回归分析。本文中的企业数据来源于聚潮信息网、选择金融终端和CSMAR数据库。本文中营商环境的数据来源于各城市统计年鉴、中国城市政商关系排名、中国城市建设数据库、中国城市数据库、城市国民经济和社会发展统计公报、中国裁判网、天眼查、城市司法局、中国城市政商关系排名、 EPS 全球统计和手动 Internet 搜索。各城市数据的缺失值和异常值处理如下：一是选取数据缺失城市统计年鉴和国民经济社会发展统计公报进行核查;其次，如果仍然缺少验证，则将异常值视为缺失值，并辅以插补、指数平滑、贝叶斯模拟等
description: 采用DEA MAX软件计算企业创新效率，采用Stata 15.0完成数据统计和回归分析。本文中的企业数据来源于聚潮信息网、选择金融终端和CSMAR数据库。本文中营商环境的数据来源于各城市统计年鉴、中国城市政商关系排名、中国城市建设数据库、中国城市数据库、城市国民经济和社会发展统计公报、中国裁判网、天眼查、城市司法局、中国城市政商关系排名、 EPS 全球统计和手动 Internet 搜索。各城市数据的缺失值和异常值处理如下：一是选取数据缺失城市统计年鉴和国民经济社会发展统计公报进行核查;其次，如果仍然缺少验证，则将异常值视为缺失值，并辅以插补、指数平滑、贝叶斯模拟等
DOI: 10.57760/sciencedb.14918
title: Commodity Price Forecasting based on Heteroskedasticity Threshold Autoregressive Models for Interval Data
title: 基于门限自回归条件异方差区间模型的大宗商品价格预测

description: This is the code and data for the paper "Commodity Price Forecasting based on Heteroskedasticity Threshold Autoregressive Models for Interval Data" published in China Journal of Econometrics.
description: This is the code and data for the paper "Commodity Price Forecasting based on Heteroskedasticity Threshold Autoregressive Models for Interval Data" published in China Journal of Econometrics.