cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.07923
title: Plate laser beam splitter with mixture-based quarter-wave coating design
title: 基于混合物材料的1/4规整膜系设计的平板型激光分光薄膜

description: Plate laser beam splitter (PLBS) coatings for intensity-splitting in high-power laser applications face increasing requirements, where the challenge is to simultaneously satisfy a given transmittance (T)/reflectivity (R) intensity-splitting ratio with a certain bandwidth, and a high laser damage threshold (LIDT). Traditionally, a given T/R ratio is achieved by using a non-quarterwave design. We propose a quarter-wave design strategy for arbitrary T/R ratios by using mixture layers with tunable refractive index (n) and optical band gap as high-n layers. Two quarter-wave PLBS coatings based on Al2O3-HfO2 mixture with a designed T/R ratio of 50:50 are experimentally demonstrated and compared with the traditional PLBS coating. The mixture-based PLBS coating shows good spectral performance, low surface roughness, and high LIDT. For an s-polarized 8 ns pulse laser at a wavelength of 1064 nm, a mixture-based PLBS coating design can improve LIDT by a factor of ~2 with a slightly wider bandwidth. This tunable mixture-based PLBS coating design strategy provides support for the increasingly high output power of high-power laser systems.
description: Plate laser beam splitter (PLBS) coatings for intensity-splitting in high-power laser applications face increasing requirements, where the challenge is to simultaneously satisfy a given transmittance (T)/reflectivity (R) intensity-splitting ratio with a certain bandwidth, and a high laser damage threshold (LIDT). Traditionally, a given T/R ratio is achieved by using a non-quarterwave design. We propose a quarter-wave design strategy for arbitrary T/R ratios by using mixture layers with tunable refractive index (n) and optical band gap as high-n layers. Two quarter-wave PLBS coatings based on Al2O3-HfO2 mixture with a designed T/R ratio of 50:50 are experimentally demonstrated and compared with the traditional PLBS coating. The mixture-based PLBS coating shows good spectral performance, low surface roughness, and high LIDT. For an s-polarized 8 ns pulse laser at a wavelength of 1064 nm, a mixture-based PLBS coating design can improve LIDT by a factor of ~2 with a slightly wider bandwidth. This tunable mixture-based PLBS coating design strategy provides support for the increasingly high output power of high-power laser systems.
DOI: 10.57760/sciencedb.07926
title: Dataset of the Manuscript under Review to All Life Journal
title: Dataset of the Manuscript under Review to All Life Journal

description: The following data uploaded is the raw data and images for our manuscript entitled "Tauroursodeoxycholic acid protects Schwann cells from high glucose-induced cytotoxicity by targeting NLRP3 to regulate cell migration and pyroptosis" to be submitted to All Life.The images are all in TIFF format.
description: The following data uploaded is the raw data and images for our manuscript entitled "Tauroursodeoxycholic acid protects Schwann cells from high glucose-induced cytotoxicity by targeting NLRP3 to regulate cell migration and pyroptosis" to be submitted to All Life.The images are all in TIFF format.
DOI: 10.57760/sciencedb.07928
title: The physical origin and boundary of scalable imaging through scattering media: a deep learning-based exploration
title: The physical origin and boundary of scalable imaging through scattering media: a deep learning-based exploration

description:  Imaging through scattering media is valuable for many areas like biomedicine and communication. Recent progress enabled by deep learning (DL) has shown superiority especially in the model generalization. However, there is a lack of research to physically reveal the origin or define the boundary for such model scalability, which is important for utilizing DL approaches for scalable imaging despite scattering with high confidence. In this study, we find the amount of ballistic light component in the output field is the prerequisite for endowing a DL model with generalization capability by using a “one-to-all” training strategy, which offers a physically meaning invariance among the multi-source data. The findings are supported by both experimental and simulated tests, in which the roles of scattered and ballistic components are revealed in contributing to the origin and physical boundary of the model scalability. Experimentally, the generalization performance of the network is enhanced by increasing the portion of ballistic photons in detection. The mechanism understanding and practical guidance by our research are beneficial for developing DL methods for de-scattering with high adaptivity.
description:  Imaging through scattering media is valuable for many areas like biomedicine and communication. Recent progress enabled by deep learning (DL) has shown superiority especially in the model generalization. However, there is a lack of research to physically reveal the origin or define the boundary for such model scalability, which is important for utilizing DL approaches for scalable imaging despite scattering with high confidence. In this study, we find the amount of ballistic light component in the output field is the prerequisite for endowing a DL model with generalization capability by using a “one-to-all” training strategy, which offers a physically meaning invariance among the multi-source data. The findings are supported by both experimental and simulated tests, in which the roles of scattered and ballistic components are revealed in contributing to the origin and physical boundary of the model scalability. Experimentally, the generalization performance of the network is enhanced by increasing the portion of ballistic photons in detection. The mechanism understanding and practical guidance by our research are beneficial for developing DL methods for de-scattering with high adaptivity.
DOI: 10.57760/sciencedb.07930
title: Structural equation model was used to evaluate the effects of soil chemical environment, fertility and enzyme activity on eucalyptus biomass
title: Structural equation model was used to evaluate the effects of soil chemical environment, fertility and enzyme activity on eucalyptus biomass

description: T0 T1 T2 T3 傅里叶变换红外，Chemical enzyme activity dataT0 T1 T2 T3 傅立叶变换红外光谱
description: T0 T1 T2 T3 傅里叶变换红外，Chemical enzyme activity dataT0 T1 T2 T3 傅立叶变换红外光谱
DOI: 10.57760/sciencedb.space.00626
title: meteor radar prototype data quality comparison analysis for Chinese Meridian Project Phase II
title: 子午工程二期流星雷达样机数据对比分析

description: Chinese Meridian Project Phase Ⅱ managing headquarter engaged in a data quality evaluation. Data quality was evaluated, taking the EMDR meteor radar data as a reference. The main comparison parameters include valid meteor count, space-time distribution of meteor number, height distribution of diffusion coefficient, and distribution of wind field varying with height and time.
description: Chinese Meridian Project Phase Ⅱ managing headquarter engaged in a data quality evaluation. Data quality was evaluated, taking the EMDR meteor radar data as a reference. The main comparison parameters include valid meteor count, space-time distribution of meteor number, height distribution of diffusion coefficient, and distribution of wind field varying with height and time.
DOI: 10.57760/sciencedb.07934
title: Relationships in Multiple Diaries from the Perspective of Digital Humanities A Case Study of Diaries Related to Southwest Associated University
title: 数字人文视角下多日记人物关系联合挖掘及可视化研究 ——以西南联大相关日记为例

description: This study uses the Python based NLP toolkit PaddleNLP as a text segmentation tool. To improve the accuracy of person name segmentation, a custom dictionary is set up to store all person names that appear in the diary in the dictionary file. Based on the part of speech labels generated after word segmentation processing, remove other irrelevant vocabulary and extract person name vocabulary with substantive meaning in each sentence. To count the co-occurrence frequency of each person's name vocabulary pair in all sentences, Python programming is used to enumerate the co-occurrence frequency of each person's name vocabulary pair in each sentence, and then the same person's name vocabulary pairs in all sentences of the four original diary texts are merged and counted. In order to focus the analysis on important high-frequency characters, this study limits the number of names participating in character co-occurrence analysis through a threshold set to the names that appear in the top 200 pairs of names with the highest frequency in each diary and year. 
description: This study uses the Python based NLP toolkit PaddleNLP as a text segmentation tool. To improve the accuracy of person name segmentation, a custom dictionary is set up to store all person names that appear in the diary in the dictionary file. Based on the part of speech labels generated after word segmentation processing, remove other irrelevant vocabulary and extract person name vocabulary with substantive meaning in each sentence. To count the co-occurrence frequency of each person's name vocabulary pair in all sentences, Python programming is used to enumerate the co-occurrence frequency of each person's name vocabulary pair in each sentence, and then the same person's name vocabulary pairs in all sentences of the four original diary texts are merged and counted. In order to focus the analysis on important high-frequency characters, this study limits the number of names participating in character co-occurrence analysis through a threshold set to the names that appear in the top 200 pairs of names with the highest frequency in each diary and year.
DOI: 10.57760/sciencedb.07935
title: Visual-color sensing underlying interactive EEG dataset
title: Visual-color sensing underlying interactive EEG dataset

description: This dataset contains visual color sensing underlying interactive EEG informatio. The dataset contains a decoder code. The data set consists of three sets of experiments, including the experimental data of 42 subjects in total. The dataset for each subject consists of two files. One is the raw data file and the other is the label file. When analyzing the data, the two files need to be imported at the same time. We encourage colleagues to find new classifiers to effectively classify data without label files when reusing data.
description: This dataset contains visual color sensing underlying interactive EEG informatio. The dataset contains a decoder code. The data set consists of three sets of experiments, including the experimental data of 42 subjects in total. The dataset for each subject consists of two files. One is the raw data file and the other is the label file. When analyzing the data, the two files need to be imported at the same time. We encourage colleagues to find new classifiers to effectively classify data without label files when reusing data.
DOI: 10.57760/sciencedb.07937
title: Lancaster Compost Co-operative Member Surveys 1 and 2
title: Lancaster Compost Co-operative Member Surveys 1 and 2

description: Anonymized results from two surveys given to members of the Lancaster composting Cooperatives, 2021-2022.
description: Anonymized results from two surveys given to members of the Lancaster composting Cooperatives, 2021-2022.
DOI: 10.15468/dl.2qw4wx
title: Occurrence Download

description: A dataset containing 359044 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Insect (KNAM-IN)"
 ]
}

 The dataset includes 359044 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000674-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.07939
title: Raw data for network analysis of football research trends
title: Raw data for network analysis of football research trends

description: This data is a raw data for text network analysis of football research trends
description: This data is a raw data for text network analysis of football research trends
DOI: 10.15468/dl.eguwff
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000676-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.j00186.00067
title: Database of high-intensity beam dynamics simulation code GOAT
title: Database of high-intensity beam dynamics simulation code GOAT

description: This dataset is created for GOAT, a multiple high-intensity beam dynamics simulation code developed for Electron-Ion Collider in China from 2019 to 2023. The dataset contains the benchmark results of all physical modules in the GOAT code with other widely-used simulation codes, and the test results of the code performance.
description: This dataset is created for GOAT, a multiple high-intensity beam dynamics simulation code developed for Electron-Ion Collider in China from 2019 to 2023. The dataset contains the benchmark results of all physical modules in the GOAT code with other widely-used simulation codes, and the test results of the code performance.
DOI: 10.57760/sciencedb.07945
title: Rare earth elements of sediment E87-32B in the central Bay of Bengal
title: 孟加拉湾中部柱状沉积物E87-32B稀土元素

description: This article analyzes the rare earth element (REE) distribution patterns, characteristic parameters, and major elements of the E87-32B hole in the columnar sediment, explores the source of the terrestrial sediment in the hole, and further distinguishes it Σ The controlling factors of REE content changes and their paleoenvironmental significance. 
description: This article analyzes the rare earth element (REE) distribution patterns, characteristic parameters, and major elements of the E87-32B hole in the columnar sediment, explores the source of the terrestrial sediment in the hole, and further distinguishes it Σ The controlling factors of REE content changes and their paleoenvironmental significance.
DOI: 10.15468/dl.3qrw66
title: Occurrence Download

description: A dataset containing 62800 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (United States of America, France, Australia, Spain, Switzerland, China, New Zealand, Korea, Republic of, Japan, United Kingdom of Great Britain and Northern Ireland)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lonicera japonica Thunb."
 ]
}

 The dataset includes 62800 records from 601 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000665-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.07947
title: 2023 outdated self-associated information data1.
title: 2023过期自我联结信息抑制实验一数据集

description: Behavioral data collected by Psychtoolbox-3. Including data for linking tasks and irrelevant feature interference tasks. Save as a. mat file and record each data type. 
description: Behavioral data collected by Psychtoolbox-3. Including data for linking tasks and irrelevant feature interference tasks. Save as a. mat file and record each data type.
DOI: 10.57760/sciencedb.07949
title: Expression, Clinical Significance, and Functional Determination of the transmembrane channel-like protein 8 (TMC8) in clear cell renal cell carcinoma
title: Expression, Clinical Significance, and Functional Determination of the transmembrane channel-like protein 8 (TMC8) in clear cell renal cell carcinoma

description: Public data used in the article. A total of 539 ccRCC samples and 72 paracancer samples with basic information (Supplementary Table 1); The DEGs of ccRCC were identified using the screening criteria of an absolute logFC&gt;2, basemean&gt;1000, P&lt;0.0001, and genes biotyped in protein coding (Supplementary Table 2); The LinkedOmics database was utilized to filter for the most relevant genes of TMC8 in ccRCC (Supplementary Table 3); To identify DEGs between TMC8-high and TMC8-low ccRCC patients, DESeq2 was used on TCGA datasets, with genes having an adjusted P value &lt; 0.05 and absolute fold change &gt;1 considered statistically significant (Supplementary Table 4); The number of migratory cells per field was presented in Supplementary Figure S1.
description: Public data used in the article. A total of 539 ccRCC samples and 72 paracancer samples with basic information (Supplementary Table 1); The DEGs of ccRCC were identified using the screening criteria of an absolute logFC&gt;2, basemean&gt;1000, P&lt;0.0001, and genes biotyped in protein coding (Supplementary Table 2); The LinkedOmics database was utilized to filter for the most relevant genes of TMC8 in ccRCC (Supplementary Table 3); To identify DEGs between TMC8-high and TMC8-low ccRCC patients, DESeq2 was used on TCGA datasets, with genes having an adjusted P value &lt; 0.05 and absolute fold change &gt;1 considered statistically significant (Supplementary Table 4); The number of migratory cells per field was presented in Supplementary Figure S1.
DOI: 10.57760/sciencedb.07950
title: The Influence of Facial Trustworthiness and Attachment Style on the Attention Bias and Willingness to Help of Junior High School Students
title: 面孔可信度和依恋类型对初中生注意偏向及助人意愿的影响

description: A total of 425 questionnaires were distributed and 399 valid questionnaires were collected to measure attachment types among students in the second year of a middle school in Nanning; According to the voluntary principle, a total of 120 participants participated in the experiment, and those with a accuracy rate of less than 80% were excluded. The effective number of participants was 116. The data includes: (1) The Chinese version of the Intimate Relationship Experience Scale (ECR) is divided into two subscales: avoidance and anxiety, with a total of 36 questions. It uses Likert's 7-point scoring system, ranging from 1 "completely disagree" to 7 "completely agree". Using Brennan's algorithm, the scale scores were calculated, and finally, based on which dimension the subject scored the highest, the subject belonged to which attachment type. Four attachment types were identified: secure, detached, fearful, and focused. (2) Pay attention to the experimental procedures and raw data of the bias experiment and the willingness to assist experiment. The bias experiment adopts the cue target paradigm, while the willingness to assist experiment adopts the situational research paradigm. (3) Pay attention to the integration of data from biased experiments and helpfulness experiments. 
description: A total of 425 questionnaires were distributed and 399 valid questionnaires were collected to measure attachment types among students in the second year of a middle school in Nanning; According to the voluntary principle, a total of 120 participants participated in the experiment, and those with a accuracy rate of less than 80% were excluded. The effective number of participants was 116. The data includes: (1) The Chinese version of the Intimate Relationship Experience Scale (ECR) is divided into two subscales: avoidance and anxiety, with a total of 36 questions. It uses Likert's 7-point scoring system, ranging from 1 "completely disagree" to 7 "completely agree". Using Brennan's algorithm, the scale scores were calculated, and finally, based on which dimension the subject scored the highest, the subject belonged to which attachment type. Four attachment types were identified: secure, detached, fearful, and focused. (2) Pay attention to the experimental procedures and raw data of the bias experiment and the willingness to assist experiment. The bias experiment adopts the cue target paradigm, while the willingness to assist experiment adopts the situational research paradigm. (3) Pay attention to the integration of data from biased experiments and helpfulness experiments.
DOI: 10.57760/sciencedb.07951
title: Imbalance of gut microbiota in gestational diabetes mellitus
title: Imbalance of gut microbiota in gestational diabetes mellitus

description: Metagenomic sequencing and bioinformatics analyses were performed by Majorbio BioPharm Technology (Shanghai, China). Gene library was constructed using a TruSeqTM DNA Sample Prep Kit for Illumina. The amplified target DNA was sequenced by Majorbio on the Illumina MiSeq platform.Paired-end reads obtained by MiSeq sequencing were spliced according to overlap correlation, the sequence quality was controlled, and the sequences were filtered. After distinguishing the samples, operational taxonomic unit (OTU) cluster analysis and taxonomic analysis of species was performed. Based on the above statistical and visual analyses, such as multivariate analysis and significance test of difference, were performed on the flora composition and phylogenetic information of multiple samples. 
description: Metagenomic sequencing and bioinformatics analyses were performed by Majorbio BioPharm Technology (Shanghai, China). Gene library was constructed using a TruSeqTM DNA Sample Prep Kit for Illumina. The amplified target DNA was sequenced by Majorbio on the Illumina MiSeq platform.Paired-end reads obtained by MiSeq sequencing were spliced according to overlap correlation, the sequence quality was controlled, and the sequences were filtered. After distinguishing the samples, operational taxonomic unit (OTU) cluster analysis and taxonomic analysis of species was performed. Based on the above statistical and visual analyses, such as multivariate analysis and significance test of difference, were performed on the flora composition and phylogenetic information of multiple samples.
DOI: 10.57760/sciencedb.space.00631
title: Orbit information of single-satellite-aided capturing in Jupiter mission
title: 单次木卫借力轨道信息

description: The data was calculated using the optimization method proposed in the paper and contains key information about the entire orbit of the Jupiter mission. A total of 8 orbits were calculated for the four Galilean satellites’ gravity-assisted capture on two interplanetary orbits.
description: The data was calculated using the optimization method proposed in the paper and contains key information about the entire orbit of the Jupiter mission. A total of 8 orbits were calculated for the four Galilean satellites’ gravity-assisted capture on two interplanetary orbits.