cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.17546
title: Evolution mechanism of subsurface damage during laser machining process of fused silica
title: 熔石英激光加工过程亚表面损伤演化机理

description: The machining-induced subsurface damage (SSD) on fused silica optics would incur damage when irradiated by intense lasers, which severely restricts the service life of fused silica optics. The high absorption of fused silica to 10.6 μm makes it possible to utilize pulsed CO2 laser to remove and characterize SSD by layer-by-layer ablation, which improves its laser-induced damage threshold. However, thermal stress during the laser ablation process may have an impact on SSD, leading to extension. Still, the law of SSD morphology evolution mechanism has not been clearly revealed. In this work, a multi-physics simulated model considering light field modulation is established to reveal the evolution law of radial SSD during the laser layer-by-layer ablation process. Based on the simulation of different characteristic structural parameters, two evolution mechanisms of radial SSD are revealed, and the influence of characteristic structural parameters on SSD is also elaborated. By prefabricating the SSD by femtosecond laser, the measurements of SSD during CO2 laser layer-by-layer ablation experiments are consistent with the simulated results, and three stages of SSD depth variation under two evolution processes are further proposed. The findings of this study provide theoretical guidance for effectively characterizing SSD based on laser layer-by-layer ablation strategies on fused silica optics.
description: The machining-induced subsurface damage (SSD) on fused silica optics would incur damage when irradiated by intense lasers, which severely restricts the service life of fused silica optics. The high absorption of fused silica to 10.6 μm makes it possible to utilize pulsed CO2 laser to remove and characterize SSD by layer-by-layer ablation, which improves its laser-induced damage threshold. However, thermal stress during the laser ablation process may have an impact on SSD, leading to extension. Still, the law of SSD morphology evolution mechanism has not been clearly revealed. In this work, a multi-physics simulated model considering light field modulation is established to reveal the evolution law of radial SSD during the laser layer-by-layer ablation process. Based on the simulation of different characteristic structural parameters, two evolution mechanisms of radial SSD are revealed, and the influence of characteristic structural parameters on SSD is also elaborated. By prefabricating the SSD by femtosecond laser, the measurements of SSD during CO2 laser layer-by-layer ablation experiments are consistent with the simulated results, and three stages of SSD depth variation under two evolution processes are further proposed. The findings of this study provide theoretical guidance for effectively characterizing SSD based on laser layer-by-layer ablation strategies on fused silica optics.
DOI: 10.57760/sciencedb.17551
title: Unemployment Economic Demographic
title: Unemployment Economic Demographic

description: The data was published by Statistics Indonesia. The covers 34 provinces for the period 2019 to 2022 
description: The data was published by Statistics Indonesia. The covers 34 provinces for the period 2019 to 2022
DOI: 10.57760/sciencedb.17554
title: Modelling aternative stable states in community ecology
title: Modelling aternative stable states in community ecology

description: The simulation data of modelling aternative stable states in community ecology using MetaIBM library
description: The simulation data of modelling aternative stable states in community ecology using MetaIBM library
DOI: 10.5519/qd.fuf0atrt
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (6040770 records)
DOI: 10.57760/sciencedb.17556
title: Vitellaria Paradoxa FASTQ data
title: Vitellaria Paradoxa FASTQ data

description: The file is a DArTseq Technology raw data of the sequences (WinRAr format) of shea tree of Côte d'Ivoire. Data could be open with bioinformatic platforms for sequencing data.
description: The file is a DArTseq Technology raw data of the sequences (WinRAr format) of shea tree of Côte d'Ivoire. Data could be open with bioinformatic platforms for sequencing data.
DOI: 10.57760/sciencedb.17559
title: Shea tree sequencing raw data
title: Shea tree sequencing raw data

description: Raw data sequences of shea tree (Vitellaria paradoxa). The data file are in FASTQ format and could be open with bioinformatic platforms such as Galaxy.
description: Raw data sequences of shea tree (Vitellaria paradoxa). The data file are in FASTQ format and could be open with bioinformatic platforms such as Galaxy.
DOI: 10.57760/sciencedb.17560
title: Figure S1 Functional analysis based on the DEGs between the two-risk groups in the TCGA-SKCM cohort.
title: Figure S1 Functional analysis based on the DEGs between the two-risk groups in the TCGA-SKCM cohort.

description: Figure S1 Functional analysis based on the DEGs between the two-risk groups in the TCGA-SKCM cohort. (A) The vocalno plot shows the differential expression genes between high risk and low-risk groups. Red, upregulated in high-risk group; blue, upregulated in low-risk group; Grey, no significant change. Bubble graph for GO enrichment (B) and KEGG pathways (C) (the bigger bubble means the more genes enriched, and the increasing depth of red means the differences were more obvious; q-value: the adjusted p-value). (D) Barplot shows the differences in enrichment in the cancer hallmark pathways between high-risk and low-risk groups in TCGA SKCM dataset. TCGA: The Cancer Genome Atlas; SKCM: Skin cutaneous melanoma; DEGs: Differentially expressed genes; KEGG: Kyoto Encyclopedia of Genes and Genomes
description: Figure S1 Functional analysis based on the DEGs between the two-risk groups in the TCGA-SKCM cohort. (A) The vocalno plot shows the differential expression genes between high risk and low-risk groups. Red, upregulated in high-risk group; blue, upregulated in low-risk group; Grey, no significant change. Bubble graph for GO enrichment (B) and KEGG pathways (C) (the bigger bubble means the more genes enriched, and the increasing depth of red means the differences were more obvious; q-value: the adjusted p-value). (D) Barplot shows the differences in enrichment in the cancer hallmark pathways between high-risk and low-risk groups in TCGA SKCM dataset. TCGA: The Cancer Genome Atlas; SKCM: Skin cutaneous melanoma; DEGs: Differentially expressed genes; KEGG: Kyoto Encyclopedia of Genes and Genomes
DOI: 10.57760/sciencedb.17561
title: Figure S2 Relationship between risk score and efficacy of immunotherapy.
title: Figure S2 Relationship between risk score and efficacy of immunotherapy.

description: Figure S2 Relationship between risk score and efficacy of immunotherapy. (A-D) Kaplan-Meier curves show overall survival in the high-risk (red) and low-risk (blue) subgroups before the immune checkpoint treatment in the GSE91061 (A), PRJEB23709 (B), phs000452.v3 (C), IMvigor210 (D) cohorts. (E-G) Kaplan-Meier curves show progression-free survival in the high-risk (red) and low-risk (blue) subgroups before the immune checkpoint treatment in the GSE135222 (E), PRJEB23709 (F), phs000452.v3 (G) cohorts. p &lt; 0.05 in the two-sided log-rank test was considered statistically significant.
description: Figure S2 Relationship between risk score and efficacy of immunotherapy. (A-D) Kaplan-Meier curves show overall survival in the high-risk (red) and low-risk (blue) subgroups before the immune checkpoint treatment in the GSE91061 (A), PRJEB23709 (B), phs000452.v3 (C), IMvigor210 (D) cohorts. (E-G) Kaplan-Meier curves show progression-free survival in the high-risk (red) and low-risk (blue) subgroups before the immune checkpoint treatment in the GSE135222 (E), PRJEB23709 (F), phs000452.v3 (G) cohorts. p &lt; 0.05 in the two-sided log-rank test was considered statistically significant.
DOI: 10.57760/sciencedb.17562
title: Figure S3 Association between ferroptosis associated risk-score model and immune features
title: Figure S3 Association between ferroptosis associated risk-score model and immune features

description: Figure S3 Association between ferroptosis associated risk-score model and immune features (A-E) The boxplot shows the difference in the level of TMB (A)，TCR richness (B), BCR richness (C), PDL1 Protein level (D), GEP (E) and hypoxia score (F) between low risk and high risk group. (G) The association between the abundance of immune cells and the risk score. (H) The association between the expression of immune checkpoints genes and the risk score. TMB: Tumor mutation burden; TCR: T cell receptor; BCR: B cell receptor.
description: Figure S3 Association between ferroptosis associated risk-score model and immune features (A-E) The boxplot shows the difference in the level of TMB (A)，TCR richness (B), BCR richness (C), PDL1 Protein level (D), GEP (E) and hypoxia score (F) between low risk and high risk group. (G) The association between the abundance of immune cells and the risk score. (H) The association between the expression of immune checkpoints genes and the risk score. TMB: Tumor mutation burden; TCR: T cell receptor; BCR: B cell receptor.
DOI: 10.57760/sciencedb.17563
title: Figure S4 Association between drug sensitivity and risk score in TCGA-SKCM
title: Figure S4 Association between drug sensitivity and risk score in TCGA-SKCM

description: Figure S4  Association between drug sensitivity and risk score in TCGA-SKCM (A) Drug response estimated by imputed drug data in SKCM. red point shows the sensitivity; blue point shows the resistance. (B) The significantly related drugs in Figure 8B, and their drug targets and target ways. TCGA: The Cancer Genome Atlas; SKCM: Skin cutaneous melanoma
description: Figure S4  Association between drug sensitivity and risk score in TCGA-SKCM (A) Drug response estimated by imputed drug data in SKCM. red point shows the sensitivity; blue point shows the resistance. (B) The significantly related drugs in Figure 8B, and their drug targets and target ways. TCGA: The Cancer Genome Atlas; SKCM: Skin cutaneous melanoma
DOI: 10.57760/sciencedb.17564
title: Figure S5. Bar graphs showing the amplification (red) and deletion frequency of somatic copy number variation of FRGs in the TCGA-SKCM cohort. The height of each bar represents the alteration frequency.
title: Figure S5. Bar graphs showing the amplification (red) and deletion frequency of somatic copy number variation of FRGs in the TCGA-SKCM cohort. The height of each bar represents the alteration frequency.

description: Figure S5. Bar graphs showing the amplification (red) and deletion frequency of somatic copy number variation of FRGs in the TCGA-SKCM cohort. The height of each bar represents the alteration frequency.
description: Figure S5. Bar graphs showing the amplification (red) and deletion frequency of somatic copy number variation of FRGs in the TCGA-SKCM cohort. The height of each bar represents the alteration frequency.
DOI: 10.57760/sciencedb.17565
title: Figure S5 extend. Bar graphs showing the amplification (red) and deletion frequency of somatic copy number variation of FRGs in the TCGA-SKCM cohort. The height of each bar represents the alteration frequency.
title: Figure S5 extend. Bar graphs showing the amplification (red) and deletion frequency of somatic copy number variation of FRGs in the TCGA-SKCM cohort. The height of each bar represents the alteration frequency.

description: Figure S5 extend. Bar graphs showing the amplification (red) and deletion frequency of somatic copy number variation of FRGs in the TCGA-SKCM cohort. The height of each bar represents the alteration frequency.
description: Figure S5 extend. Bar graphs showing the amplification (red) and deletion frequency of somatic copy number variation of FRGs in the TCGA-SKCM cohort. The height of each bar represents the alteration frequency.
DOI: 10.57760/sciencedb.17570
title: Assessment of urological complaints in patients with chronic pelvic pain treated at the gynaecology department
title: Assessment of urological complaints in patients with chronic pelvic pain treated at the gynaecology department

description: Assessment of urological complaints in patients with chronic pelvic pain treated at the gynaecology department
description: Assessment of urological complaints in patients with chronic pelvic pain treated at the gynaecology department
DOI: 10.57760/sciencedb.17573
title: Crude protein content in diets associated with intestinal microbiome and metabolome alteration in Huanjiang mini-pigs during different growth stages
title: Crude protein content in diets associated with intestinal microbiome and metabolome alteration in Huanjiang mini-pigs during different growth stages

description: Supplementary Tables S4-S7
description: Supplementary Tables S4-S7
DOI: 10.15468/dl.scgyeu
title: Occurrence Download

description: A dataset containing 5740 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Anaxyrus speciosus (Girard, 1854))"
 ]
}

 The dataset includes 5740 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000975-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.17580
title: How Do college students' Subjective socioeconomic Status predict prosocial tendencies: A two-mechanism model based on Social learning and Reciprocity
title: 高校学生主观社会经济地位如何预测亲社会倾向：基于社会学习与互惠的双机制模型

description: 通过“QuestionStar”和“Brain Guidance”等在线平台招募了659名大学生。删除了测谎问题（此问题请选择 6 个），其中 52 人不及格，1 人回答时间少于 1 分钟，8 人回答时间超过 15 分钟。最终有效受试者598人，有效率为90.74%。平均年龄为22.91岁±4.81岁，男性205人（34.3%）;大一新生52人（8.7%），大二学生115人（19.2%），大三学生106人（17.7%），大四学生193人（32.3%），大四学生及以上132人（22.1%）;大城市140人（23.4%），小城镇233人（39.0%），农村225人（37.6%）;家庭月收入在2000元以下的10人（1.7%），月收入在2001-6000元之间的人134人（22.4%），月收入在6001-8000元之间的110人（18.4%），月收入在8001-10000元之间的118人（19.7%），月收入在10001-15000元之间的120人（20.1%）， 月收入在15001-20000元之间的人64人（10.7%），月收入在20001元以上的人42人（7.0%）。
description: 通过“QuestionStar”和“Brain Guidance”等在线平台招募了659名大学生。删除了测谎问题（此问题请选择 6 个），其中 52 人不及格，1 人回答时间少于 1 分钟，8 人回答时间超过 15 分钟。最终有效受试者598人，有效率为90.74%。平均年龄为22.91岁±4.81岁，男性205人（34.3%）;大一新生52人（8.7%），大二学生115人（19.2%），大三学生106人（17.7%），大四学生193人（32.3%），大四学生及以上132人（22.1%）;大城市140人（23.4%），小城镇233人（39.0%），农村225人（37.6%）;家庭月收入在2000元以下的10人（1.7%），月收入在2001-6000元之间的人134人（22.4%），月收入在6001-8000元之间的110人（18.4%），月收入在8001-10000元之间的118人（19.7%），月收入在10001-15000元之间的120人（20.1%）， 月收入在15001-20000元之间的人64人（10.7%），月收入在20001元以上的人42人（7.0%）。
DOI: 10.57760/sciencedb.17582
title: Beijing Tiantan Hospital from September 2020 to December 2021 adult moyamoya disease patients baseline data
title: Beijing Tiantan Hospital from September 2020 to December 2021 adult moyamoya disease patients baseline data

description: Including 360 MMD patients and 89 healthy controls
description: Including 360 MMD patients and 89 healthy controls
DOI: 10.57760/sciencedb.17581
title: Raw Metagenomic Sequencing Data on Effects of Microplastic Exposure on Gut Microbiota and Their Antibiotic Resistance Genes
title: Raw Metagenomic Sequencing Data on Effects of Microplastic Exposure on Gut Microbiota and Their Antibiotic Resistance Genes

description: This dataset is the raw metagenomic sequencing data of rat stool samples in the control and microplastic exposure group (n = 4 for each group). Metagenomic data were sequenced by Illumina platform.
description: This dataset is the raw metagenomic sequencing data of rat stool samples in the control and microplastic exposure group (n = 4 for each group). Metagenomic data were sequenced by Illumina platform.
DOI: 10.57760/sciencedb.17586
title: Laser linewidth test
title: 激光器线宽测试

description: The linewidth of IF-ECDL was experimentally measured by optical heterodyne beat frequency with a 1397nm ultra stable laser, and the free running half maximum linewidth (FWHM) of the laser was approximately 6 ± 1.7 kHz. 
description: The linewidth of IF-ECDL was experimentally measured by optical heterodyne beat frequency with a 1397nm ultra stable laser, and the free running half maximum linewidth (FWHM) of the laser was approximately 6 ± 1.7 kHz.
DOI: 10.57760/sciencedb.17592
title: The data of "Optimization Research on Traveling Salesman Problem"
title: The data of "Optimization Research on Traveling Salesman Problem"

description: We have constructed 3 sets of two-dimensional coordinate points based on Matlab. The numerical values of the abscissa and ordinate of the coordinate points are all between 15 and 40.
description: We have constructed 3 sets of two-dimensional coordinate points based on Matlab. The numerical values of the abscissa and ordinate of the coordinate points are all between 15 and 40.
DOI: 10.57760/sciencedb.agriculture.00128
title: Heavy metal datasets of organic fertilizer raw materials and commercial organic fertilizers in Inner Mongolia in 2020
title: 2020年内蒙古地区有机肥原料及商品有机肥重金属数据集

description: Organic fertilizer is increasingly valued in the process of agricultural development. It can improve and enhance soil fertility while promoting high-quality and efficient crop production. It contains rich organic and inorganic nutrients and plays an irreplaceable role in reducing fertilizer application. The dataset includes the heavy metal content of organic fertilizer raw materials and commercial organic fertilizers in Inner Mongolia. 116 fertilizers, including chicken manure and sheep manure, were collected in the eastern and western regions of Inner Mongolia, including 74 organic fertilizer raw materials and 42 commercial organic fertilizers. Heavy metals were detected in organic fertilizer raw materials such as sheep manure, cow manure, and chicken manure. One sheep manure sample exceeded the lead standard, with a content of 373.2mg/kg. All commercial organic fertilizers have detected heavy metals but did not exceed the standard. Except for the heavy metal zinc, the heavy metals in commercial organic fertilizers are higher than those in raw materials. The heavy metal content in commercial organic fertilizers mainly produced from sheep manure is higher than that of a mixture of sheep manure and cow manure. The overall situation of organic fertilizer raw materials and commercial organic fertilizers in Inner Mongolia is good. 
description: Organic fertilizer is increasingly valued in the process of agricultural development. It can improve and enhance soil fertility while promoting high-quality and efficient crop production. It contains rich organic and inorganic nutrients and plays an irreplaceable role in reducing fertilizer application. The dataset includes the heavy metal content of organic fertilizer raw materials and commercial organic fertilizers in Inner Mongolia. 116 fertilizers, including chicken manure and sheep manure, were collected in the eastern and western regions of Inner Mongolia, including 74 organic fertilizer raw materials and 42 commercial organic fertilizers. Heavy metals were detected in organic fertilizer raw materials such as sheep manure, cow manure, and chicken manure. One sheep manure sample exceeded the lead standard, with a content of 373.2mg/kg. All commercial organic fertilizers have detected heavy metals but did not exceed the standard. Except for the heavy metal zinc, the heavy metals in commercial organic fertilizers are higher than those in raw materials. The heavy metal content in commercial organic fertilizers mainly produced from sheep manure is higher than that of a mixture of sheep manure and cow manure. The overall situation of organic fertilizer raw materials and commercial organic fertilizers in Inner Mongolia is good.
DOI: 10.57760/sciencedb.17599
title: Data on Online Health Information Search Behavior of College Students
title: Data on Online Health Information Search Behavior of College Students

description: 采用问卷调查法，于2021年11-12月通过问卷之星对太原和成都2大专院校不同性质、不同年级的大学生进行研究。在调查前，调研组成员找到相关专业的班主任或讲师，向他们阐明调查的目的，并征求他们的同意和支持。然后，他们通过班主任或讲师将问卷的链接转发给相关班级群组，并热情提醒大学生，本研究是匿名的，所以请随时填写问卷。最终共获得478份问卷，剔除无明显响应模式的无效问卷，最终获得有效问卷451份，有效回收率为94.35%。其中，按性别划分，男性占25.1%，女性占74.9%;69.8%是独生子女，88.9%的大学生有三年以上的互联网使用经验。
description: 采用问卷调查法，于2021年11-12月通过问卷之星对太原和成都2大专院校不同性质、不同年级的大学生进行研究。在调查前，调研组成员找到相关专业的班主任或讲师，向他们阐明调查的目的，并征求他们的同意和支持。然后，他们通过班主任或讲师将问卷的链接转发给相关班级群组，并热情提醒大学生，本研究是匿名的，所以请随时填写问卷。最终共获得478份问卷，剔除无明显响应模式的无效问卷，最终获得有效问卷451份，有效回收率为94.35%。其中，按性别划分，男性占25.1%，女性占74.9%;69.8%是独生子女，88.9%的大学生有三年以上的互联网使用经验。
DOI: 10.57760/sciencedb.17610
title: The effects of phage manure phages on the profile of ARGs in soil
title: The effects of phage manure phages on the profile of ARGs in soil

description: Illumina sequencing data, which includes 16S rRNA, metagenomes, and pig manure viromes.
description: Illumina sequencing data, which includes 16S rRNA, metagenomes, and pig manure viromes.
DOI: 10.57760/sciencedb.17614
title: The effects of pig manure phages on the profile of ARGs in soil
title: The effects of pig manure phages on the profile of ARGs in soil

description: The Illumina sequencing data, which includes 16S rRNA gene (48 samples), PMDP viromes (3 samples) and metagenomes (48 samples).
description: The Illumina sequencing data, which includes 16S rRNA gene (48 samples), PMDP viromes (3 samples) and metagenomes (48 samples).
DOI: 10.57760/sciencedb.j00001.01142
title: 30 m Resolution Impervious Surface Covering Dataset for the Qinghai-Tibet Plateau in 2020 and 2022
title: 2020和2022年青藏高原30 m分辨率不透水面覆盖数据集

description: The Qinghai-Tibet Plateau 30 m resolution impervious surface covering dataset was derived from Landsat 8 annual median synthetic data, 2m high-resolution data, and topographic data using a multi-feature fusion model. Impervious surface samples were initially constructed using a stratified sampling method with geomatics knowledge constraints. A fuzzy category training strategy was employed in the model training process. The impervious surface covering datasets for 2020 and 2022 exhibited a precision of 99.69% and 98.84%, respectively, with a recall of 84.40% and 79.40%. Additionally, the F1-Score was 0.91408 and 0.88059, respectively. These results were saved in GeoTiff format, providing crucial data support for research on ecological environmental protection, urbanization monitoring, and human activities in the Qinghai-Tibet Plateau.
description: The Qinghai-Tibet Plateau 30 m resolution impervious surface covering dataset was derived from Landsat 8 annual median synthetic data, 2m high-resolution data, and topographic data using a multi-feature fusion model. Impervious surface samples were initially constructed using a stratified sampling method with geomatics knowledge constraints. A fuzzy category training strategy was employed in the model training process. The impervious surface covering datasets for 2020 and 2022 exhibited a precision of 99.69% and 98.84%, respectively, with a recall of 84.40% and 79.40%. Additionally, the F1-Score was 0.91408 and 0.88059, respectively. These results were saved in GeoTiff format, providing crucial data support for research on ecological environmental protection, urbanization monitoring, and human activities in the Qinghai-Tibet Plateau.