cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.17533
title: DATABASE FOR Echoes of the Global Financial Crisis and the Wave of Political Instability on Brazilian Health Policies: An examination of the inequality dynamics of access and health outcomes
title: DATABASE FOR Echoes of the Global Financial Crisis and the Wave of Political Instability on Brazilian Health Policies: An examination of the inequality dynamics of access and health outcomes

description: Attached, you can find the do-files and databases produced using STATA from the PNAD and PNS databases for the years 1998 to 2019, freely provided by the Brazilian Federal Government.
description: Attached, you can find the do-files and databases produced using STATA from the PNAD and PNS databases for the years 1998 to 2019, freely provided by the Brazilian Federal Government.
DOI: 10.57760/sciencedb.17542
title: Focus group discussion data on people living with disability in Gusau Zamfara state
title: Focus group discussion data on people living with disability in Gusau Zamfara state

description: this is verbal data collected about a focus group discussion on the sexual and reproductive health , using contraception and modern family planning methods in a low resource setting.
description: this is verbal data collected about a focus group discussion on the sexual and reproductive health , using contraception and modern family planning methods in a low resource setting.
DOI: 10.57760/sciencedb.17547
title: A dataset of SD-R/HP-like PRRSV
title: A dataset of SD-R/HP-like PRRSV

description: T test were used.
description: T test were used.
DOI: 10.57760/sciencedb.jcst.00010
title: MixRED Dataset
title: MixRED Dataset

description: To facilitate the MixRE task, we introduce the first human-annotated Mix-lingual Relation Extraction Dataset (MixRED). MixRED is meticulously constructed by blending English, Chinese, Japanese, and German versions of documents through a systematic construction framework. This framework identifies crucial elements in texts and emphasizes them to generate mix-lingual content, aiming to optimize the potential impact on model performance.
description: To facilitate the MixRE task, we introduce the first human-annotated Mix-lingual Relation Extraction Dataset (MixRED). MixRED is meticulously constructed by blending English, Chinese, Japanese, and German versions of documents through a systematic construction framework. This framework identifies crucial elements in texts and emphasizes them to generate mix-lingual content, aiming to optimize the potential impact on model performance.
DOI: 10.57760/sciencedb.17552
title: data of fast and reliable loss recovery in multipath rdma transport
title: data of fast and reliable loss recovery in multipath rdma transport

description: the data is used in simulation of my paper entitled "a redundant retransmission scheme for multi-path rdma"
description: the data is used in simulation of my paper entitled "a redundant retransmission scheme for multi-path rdma"
DOI: 10.57760/sciencedb.17557
title: Platelet
title: Platelet

description: platelet project raw data
description: platelet project raw data
DOI: 10.57760/sciencedb.psych.00391
title: Data for the Negative Impacts of Life Stress on Empathy for Emotions, for Music, but Not for Pain
title: Data for the Negative Impacts of Life Stress on Empathy for Emotions, for Music, but Not for Pain

description: The documents are the data (SPSS and Mplus) files for a journal manuscript The Negative Impacts of Life Stress on Empathy for Emotions, for Music, but Not for Pain (doi: 10.1007/s12671-024-02464-w). Meanwhile, the data was collected for Ms Mingqi Shen's Master degree program, and she also presented as conference proceedings based on other variables of the data set (i.e., The relationships between positive rumination and self-and other-oriented empathy; doi: 10.56028/aehssr.12.1.184.2024).
description: The documents are the data (SPSS and Mplus) files for a journal manuscript The Negative Impacts of Life Stress on Empathy for Emotions, for Music, but Not for Pain (doi: 10.1007/s12671-024-02464-w). Meanwhile, the data was collected for Ms Mingqi Shen's Master degree program, and she also presented as conference proceedings based on other variables of the data set (i.e., The relationships between positive rumination and self-and other-oriented empathy; doi: 10.56028/aehssr.12.1.184.2024).
DOI: 10.57760/sciencedb.17566
title: Numerical simulation and experimental validation of light modulation by laser-ablated ripples on fused silica surfaces
title: Numerical simulation and experimental validation of light modulation by laser-ablated ripples on fused silica surfaces

description: Laser ablation is a commonly employed technique to enhance the damage resistance of fused silica optics due to its non-contact nature and the absence of polishing aids. However, during the ablation process, laser-induced ripples are inevitably formed, posing significant risks by potentially lowering the laser-induced damage threshold (LIDT). This study investigates the impact of these laser-ablated ripples on the damage resistance using numerical models that account for electromagnetic fields, heat transfer, and solid mechanics. The simulations reveal that the laser-induced ripples on the fused silica surface locally increase light field, temperature, and thermal stress, which in turn reduce both the damage threshold and the optical transmittance. The period and height of these ripples play a critical role in modulating the intensity of light, temperature, and thermal stress within the silica material. Ripples with a period from 0.5 μm to 1 μm and a height of over 500 nm typically significantly intensify light and should be carefully avoided. The accuracy of simulated models is supported by its agreement with damage threshold and optical transmittance results. This research provides insights into how surface topography affects the performance of optical components and offers a theoretical basis for producing fused silica optics with high damage resistance.
description: Laser ablation is a commonly employed technique to enhance the damage resistance of fused silica optics due to its non-contact nature and the absence of polishing aids. However, during the ablation process, laser-induced ripples are inevitably formed, posing significant risks by potentially lowering the laser-induced damage threshold (LIDT). This study investigates the impact of these laser-ablated ripples on the damage resistance using numerical models that account for electromagnetic fields, heat transfer, and solid mechanics. The simulations reveal that the laser-induced ripples on the fused silica surface locally increase light field, temperature, and thermal stress, which in turn reduce both the damage threshold and the optical transmittance. The period and height of these ripples play a critical role in modulating the intensity of light, temperature, and thermal stress within the silica material. Ripples with a period from 0.5 μm to 1 μm and a height of over 500 nm typically significantly intensify light and should be carefully avoided. The accuracy of simulated models is supported by its agreement with damage threshold and optical transmittance results. This research provides insights into how surface topography affects the performance of optical components and offers a theoretical basis for producing fused silica optics with high damage resistance.
DOI: 10.57760/sciencedb.17571
title: Tax and Monetary Data - OT Analysis Zim
title: Tax and Monetary Data - OT Analysis Zim

description: This dataset is a time series (monthly) fiscal revenue data for Zimbabwe.
description: This dataset is a time series (monthly) fiscal revenue data for Zimbabwe.
DOI: 10.57760/sciencedb.17578
title: experimental data
title: experimental data

description: Fig Plots of the experimental results based on the variable-ratio radial-shearing interferometry with BiZPT system. (a) and(b) are interferograms acquired near the short focus with shear ratios of s1 = 0.67, where (a)is the interferogram acquired without the test element and (b) is the interferogram acquired with the test element, and (c) and (d) are interferograms acquired near the long focus with shear ratios of s2 = 0.77, where (c) is the interferogram acquired without the test element and (d) is the interferogram acquired with the test element. interferograms acquired with the test element.
description: Fig Plots of the experimental results based on the variable-ratio radial-shearing interferometry with BiZPT system. (a) and(b) are interferograms acquired near the short focus with shear ratios of s1 = 0.67, where (a)is the interferogram acquired without the test element and (b) is the interferogram acquired with the test element, and (c) and (d) are interferograms acquired near the long focus with shear ratios of s2 = 0.77, where (c) is the interferogram acquired without the test element and (d) is the interferogram acquired with the test element. interferograms acquired with the test element.
DOI: 10.57760/sciencedb.j00133.00422
title: Tourism Entity Relationship Extraction Dataset
title: 旅游实体关系抽取

description: Based on the "China Classification Theme Vocabulary List", concept words in the tourism field were determined, such as scenic spots, tickets, cities, cuisine, etc. Using remote supervision methods, structured triplets were used to annotate tourism texts and assist in constructing a dataset of entity relationship extraction in the tourism field with scenic spots as the core. After data backtesting and manual screening verification, 7253 pieces of data were obtained, including 1006 sentences with overlapping relationships, accounting for about 14% of the dataset, with a total of 9280 entity relationship pairs. It includes 14 relationship categories, mainly consisting of 4A and 5A level tourist attractions across the country. 
description: Based on the "China Classification Theme Vocabulary List", concept words in the tourism field were determined, such as scenic spots, tickets, cities, cuisine, etc. Using remote supervision methods, structured triplets were used to annotate tourism texts and assist in constructing a dataset of entity relationship extraction in the tourism field with scenic spots as the core. After data backtesting and manual screening verification, 7253 pieces of data were obtained, including 1006 sentences with overlapping relationships, accounting for about 14% of the dataset, with a total of 9280 entity relationship pairs. It includes 14 relationship categories, mainly consisting of 4A and 5A level tourist attractions across the country.
DOI: 10.57760/sciencedb.j00125.00065
title: Source Data
title: Source Data

description: This file contains all of the data in the diagram as well as high resolution electron microscopy and digital photographs
description: This file contains all of the data in the diagram as well as high resolution electron microscopy and digital photographs
DOI: 10.57760/sciencedb.17591
title: Simulation data of ENA imaging measurement of Earth magnetospheric ring current by Queqiao No. 2 array neutral atom imager
title: 鹊桥2号阵列中性原子成像仪对地球磁层环电流的ENA成像测量仿真数据

description: Simulation model, simulation program, simulation images and simulation data of the Earth's magnetospheric ring current measured by the Array neutral atom imager on Queqiao 2 under different geomagnetic activity (magnetic storm and substorm) environment.
description: Simulation model, simulation program, simulation images and simulation data of the Earth's magnetospheric ring current measured by the Array neutral atom imager on Queqiao 2 under different geomagnetic activity (magnetic storm and substorm) environment.
DOI: 10.57760/sciencedb.17598
title: miRNA-328-3p regulates ZO-1 expression and inhibits PEDV proliferation via the PLC-β1-PKC pathway的原始数据
title: miRNA-328-3p regulates ZO-1 expression and inhibits PEDV proliferation via the PLC-β1-PKC pathway的原始数据

description: miRNA-328-3p regulates ZO-1 expression and inhibits PEDV proliferation via the PLC-β1-PKC pathway的原始数据
description: miRNA-328-3p regulates ZO-1 expression and inhibits PEDV proliferation via the PLC-β1-PKC pathway的原始数据
DOI: 10.57760/sciencedb.j00133.00440
title: Datasets used in the experiment
title: 实验所用数据集

description: Datasets constructed in this study when extracting different numbers of relation types.The data is saved in .jsonl file format.
description: Datasets constructed in this study when extracting different numbers of relation types.The data is saved in .jsonl file format.
DOI: 10.57760/sciencedb.17608
title: Biomass allocation and root topology alteration of an introduced amphibious plant in response to cultural eutrophication
title: Biomass allocation and root topology alteration of an introduced amphibious plant in response to cultural eutrophication

description: We designed an outdoor mesocosm experiment to assess plant growth traits and root topological indices in response to different nitrogen (N) and phosphorus (P) concentrations. The results indicated that the plant has a high tolerance to N loading.\Structural equation modeling (SEM) was chosen to handle multiple pathways and test the direct and indirect effects of variables simultaneously, providing a comprehensive view of system dynamics. SEM is better suited for examining complex causal relationships among multiple dependent and independent variables.
description: We designed an outdoor mesocosm experiment to assess plant growth traits and root topological indices in response to different nitrogen (N) and phosphorus (P) concentrations. The results indicated that the plant has a high tolerance to N loading.\Structural equation modeling (SEM) was chosen to handle multiple pathways and test the direct and indirect effects of variables simultaneously, providing a comprehensive view of system dynamics. SEM is better suited for examining complex causal relationships among multiple dependent and independent variables.
DOI: 10.57760/sciencedb.17609
title: Remote sensing imagery used for research on the Development of Remote Sensing-based Ecological Index (DRSEI)
title: Remote sensing imagery used for research on the Development of Remote Sensing-based Ecological Index (DRSEI)

description: The dataset encompasses remote sensing images collected from June to August in the years 2002, 2006, 2010, 2014, 2018, and 2022, with the imagery covering the main urban area of Chongqing. Each image contains the necessary band information for calculating DRSEI and RSEI. The slices of these remote sensing images originate from the United States Geological Survey and were downloaded from Google Earth Engine. They have undergone cloud removal and averaging processing, ultimately resulting in images of the target year.
description: The dataset encompasses remote sensing images collected from June to August in the years 2002, 2006, 2010, 2014, 2018, and 2022, with the imagery covering the main urban area of Chongqing. Each image contains the necessary band information for calculating DRSEI and RSEI. The slices of these remote sensing images originate from the United States Geological Survey and were downloaded from Google Earth Engine. They have undergone cloud removal and averaging processing, ultimately resulting in images of the target year.
DOI: 10.57760/sciencedb.space.02050
title: BRDF data used in "Comparisons of different disk functions based on laboratory bidirectional reflectance measurements of lunar-type minerals and lunar soils"
title: BRDF data used in "Comparisons of different disk functions based on laboratory bidirectional reflectance measurements of lunar-type minerals and lunar soils"

description: The data used for this study includes two parts: the IoF data of four typical lunar-type minerals with two different particle size groups and the IoF data of six Apollo lunar soil samples. The IoF data of minerals were newly measured for this study, and the IoF data of Apollo soil samples were shared by the B.U.G Laboratory which can be accessed through the following link: https://pds-geosciences.wustl.edu/missions/labdata/apollobug.htm. All the IoF data used in this work have been deposited here.
description: The data used for this study includes two parts: the IoF data of four typical lunar-type minerals with two different particle size groups and the IoF data of six Apollo lunar soil samples. The IoF data of minerals were newly measured for this study, and the IoF data of Apollo soil samples were shared by the B.U.G Laboratory which can be accessed through the following link: https://pds-geosciences.wustl.edu/missions/labdata/apollobug.htm. All the IoF data used in this work have been deposited here.
DOI: 10.57760/sciencedb.j00133.00442
title: Research on aspect-level sentiment analysis based on LLM sentiment enhancement
title: 基于LLM情感增强方面级情感分析研究

description: The dataset used in the research paper on aspect-based sentiment analysis with LLM (Large Language Model) sentiment enhancement.
description: The dataset used in the research paper on aspect-based sentiment analysis with LLM (Large Language Model) sentiment enhancement.
DOI: 10.57760/sciencedb.j00133.00432
title: A Fine-grained Knowledge Graph of Traditional Chinese Medicine Ancient Books
title: 中医古籍细粒度知识图谱

description: This dataset is in CSV format, consisting of two files: nodes.csv and relations.csv, which are encoded in UTF-8. When in use, two files can be imported into graph database tools such as Neo4j to form a visual knowledge graph, which can be used for further research.nodes.csv contains 26771 traditional Chinese medicine related entities extracted from five traditional Chinese medicine ancient books: 伤寒论, 伤寒类方, 伤寒悬解, 伤寒论浅注, and 伤寒九十论. Among them, each row represents an entity, the first column is the entity ID, the second column is the entity name, and the third column is the entity type.relationships.csv contains 8272 triplets of relationships between entities in nodes.csv. Among them, each row represents a pair of relationships, with the first column being the head entity ID, the second column being the tail entity ID, and the third column being the relationship type.
description: This dataset is in CSV format, consisting of two files: nodes.csv and relations.csv, which are encoded in UTF-8. When in use, two files can be imported into graph database tools such as Neo4j to form a visual knowledge graph, which can be used for further research.nodes.csv contains 26771 traditional Chinese medicine related entities extracted from five traditional Chinese medicine ancient books: 伤寒论, 伤寒类方, 伤寒悬解, 伤寒论浅注, and 伤寒九十论. Among them, each row represents an entity, the first column is the entity ID, the second column is the entity name, and the third column is the entity type.relationships.csv contains 8272 triplets of relationships between entities in nodes.csv. Among them, each row represents a pair of relationships, with the first column being the head entity ID, the second column being the tail entity ID, and the third column being the relationship type.
DOI: 10.57760/sciencedb.17619
title: CER Electricity Data Revised March 2012
title: CER Electricity Data Revised March 2012

description: The dataset 'CER Electricity Data Revised March 2012' is a comprehensive collection of electricity usage data gathered from a large-scale smart metering trial conducted in Ireland in 2012. This dataset aims to provide insights into residential and small-to-medium enterprise (SME) electricity consumption patterns to support energy policy development, demand-side management strategies, and the integration of renewable energy resources. It includes high-resolution, time-series data collected from over 1,000 participants, capturing half-hourly electricity usage alongside detailed survey responses about household demographics, appliance ownership, and behavioral factors. With its rich granularity and scope, the CER dataset is widely used in academic and industry research to analyze energy consumption behaviors, evaluate demand response programs, and develop privacy-preserving models for energy data analysis.
description: The dataset 'CER Electricity Data Revised March 2012' is a comprehensive collection of electricity usage data gathered from a large-scale smart metering trial conducted in Ireland in 2012. This dataset aims to provide insights into residential and small-to-medium enterprise (SME) electricity consumption patterns to support energy policy development, demand-side management strategies, and the integration of renewable energy resources. It includes high-resolution, time-series data collected from over 1,000 participants, capturing half-hourly electricity usage alongside detailed survey responses about household demographics, appliance ownership, and behavioral factors. With its rich granularity and scope, the CER dataset is widely used in academic and industry research to analyze energy consumption behaviors, evaluate demand response programs, and develop privacy-preserving models for energy data analysis.
DOI: 10.57760/sciencedb.17628
title: Data from the Academic Examination Integrity Intention Questionnaire
title: 升学考试诚信意向问卷数据

description: Use the fraud triangle theory to measure intention to cheat in exams. 
description: Use the fraud triangle theory to measure intention to cheat in exams.
DOI: 10.57760/sciencedb.17630
title: A dataset for exploring sexual color dimorphism in four dragon lizard species from the perspective of camouflage and thermal regulation
title: A dataset for exploring sexual color dimorphism in four dragon lizard species from the perspective of camouflage and thermal regulation

description: Raw data about JND(just noticeable difference), parameters of granularity analysis, Gabrat values and skin transmittance.
description: Raw data about JND(just noticeable difference), parameters of granularity analysis, Gabrat values and skin transmittance.