Scientific Data最新文献

Downscaled global 60-meter resolution estimates of irrigation water sources (2000-2015). 缩小全球60米分辨率的灌溉水源估算（2000-2015）

IF 6.9 2区综合性期刊

Scientific Data Pub Date : 2025-10-09 DOI: 10.1038/s41597-025-05920-x

Fengwei Hung, Davide Danilo Chiarelli, James S Famiglietti, Marc F Müller

引用次数: 0

Multiomics analysis of the Silkworm cocoon shell. 家蚕茧壳的多组学分析。

IF 6.9 2区综合性期刊

Scientific Data Pub Date : 2025-10-09 DOI: 10.1038/s41597-025-06071-9

Panagiota Fragkou, Ioannis Martakos, Georgia Rouni, Demetrios Vasilakos, Evangelos Koutsoukos, Alesssio Saviane, Silvia Cappellozza, Nikolaos S Thomaidis, Marios G Kostakis, Martina Samiotaki, Sotiris Kotsiantis, Mariana Barcenas, Skarlatos G Dedos

{"title":"Multiomics analysis of the Silkworm cocoon shell.","authors":"Panagiota Fragkou, Ioannis Martakos, Georgia Rouni, Demetrios Vasilakos, Evangelos Koutsoukos, Alesssio Saviane, Silvia Cappellozza, Nikolaos S Thomaidis, Marios G Kostakis, Martina Samiotaki, Sotiris Kotsiantis, Mariana Barcenas, Skarlatos G Dedos","doi":"10.1038/s41597-025-06071-9","DOIUrl":"https://doi.org/10.1038/s41597-025-06071-9","url":null,"abstract":"In this study we combined phenomics, proteomics, metabolomics and lipidomics analyses of historical and contemporary Bombyx mori cocoon shells to case-study the human-driven introduction and diversification of this species in Europe. Prompted by recent findings on the genomic variability that underlies the ancestry and cocoon shell colour of this species, we carried out optical and fluorescence imaging analysis of 148 cocoons shells to identify overt and covert phenotypic traits and employed LC-MS/MS analyses protocols for 80 cocoon shell samples to identify that the cocoon shell of this species contains on average 98 ± 13 (Mean ± SD) proteins, while we identified 141 metabolites and 981 lipids. We validated these generated datasets through multiple validation protocols, through a series of dimensionality reduction methods and clustering algorithms and through narratives from historical archives and manuscripts. Our multiomics datasets provide a valuable foundation for advancing further exploitations of silkworm cocoon shells in multiple scientific perspectives.","PeriodicalId":21597,"journal":{"name":"Scientific Data","volume":"12 1","pages":"1630"},"PeriodicalIF":6.9,"publicationDate":"2025-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145259034","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Author Correction: A Large-Scale Image Repository for Automated Pavement Distress Analysis and Degradation Trend Prediction. 作者更正：用于自动路面破损分析和退化趋势预测的大规模图像库。

IF 6.9 2区综合性期刊

Scientific Data Pub Date : 2025-10-09 DOI: 10.1038/s41597-025-06081-7

Hanlin Yang, Jinpu Cao, Jun Wan, Qian Gao, Chenglong Liu, Martin Fischer, Yuchuan Du, Yishun Li, Pooja Jain, Difei Wu

引用次数: 0

JinhuaNSICU, an open accessible Neurosurgical Intensive Care Database. JinhuaNSICU，开放的神经外科重症监护数据库。

IF 6.9 2区综合性期刊

Scientific Data Pub Date : 2025-10-09 DOI: 10.1038/s41597-025-05915-8

Lin Chen, Ziyi Huang, Xiaoli Liu, Guodong He, Binbin Ren, Fan Yang, Fengfeng Jiang, Qi Tu, Dandan Cai, Kai Zhang, Zhongheng Zhang, Gensheng Zhang, Minfeng Tong

引用次数: 0

Comprehensive images and serum biomarkers for biliary atresia and other cholestasis in pediatrics. 小儿胆道闭锁和其他胆汁淤积症的综合图像和血清生物标志物。

IF 6.9 2区综合性期刊

Scientific Data Pub Date : 2025-10-09 DOI: 10.1038/s41597-025-05914-9

Shuyi Liu, Rui Zhang, Yongshang Yu, Chunyixue Geng, Hongbin Ma, Yuyun Liu, Wenhua Qin, Yue Zhang, Qiqiao Zhang, Wenjing Gao

{"title":"Comprehensive images and serum biomarkers for biliary atresia and other cholestasis in pediatrics.","authors":"Shuyi Liu, Rui Zhang, Yongshang Yu, Chunyixue Geng, Hongbin Ma, Yuyun Liu, Wenhua Qin, Yue Zhang, Qiqiao Zhang, Wenjing Gao","doi":"10.1038/s41597-025-05914-9","DOIUrl":"https://doi.org/10.1038/s41597-025-05914-9","url":null,"abstract":"Biliary atresia (BA) and other pediatric cholestatic diseases are rare but serious conditions that require early and accurate diagnosis. Ultrasound has become the primary diagnostic method for BA, particularly for evaluating gallbladder contractility through fasting and postprandial comparisons. However, there is currently a lack of publicly available datasets containing paired fasting-postprandial gallbladder ultrasound images, other key sonographic features, and relevant serum biochemical indicators. The dataset consisted of 2,759 ultrasound images obtained from 1,019 infants diagnosed with cholestatic diseases. This included 377 BA cases (664 fasting and 328 post-prandial images) and 642 non-BA cases (1,004 fasting and 580 post-prandial images). Additionally, 183 images documenting abnormal ultrasonographic findings such as triangular cord sign, dilated hepatic artery, and hilar hepatic cysts, and relevant hepatic biochemical indicators were also collected. The study implemented nnU-Net to perform automated gallbladder segmentation across both fasting and postprandial ultrasound examinations. The dataset represents a valuable resource for enhancing the diagnostic accuracy of BA and facilitating the development of clinical decision-support system.","PeriodicalId":21597,"journal":{"name":"Scientific Data","volume":"12 1","pages":"1634"},"PeriodicalIF":6.9,"publicationDate":"2025-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145259083","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Aerodynamic dataset for selected doubly curved membrane canopy structures. 所选双弯曲膜冠结构的气动数据集。

IF 6.9 2区综合性期刊

Scientific Data Pub Date : 2025-10-08 DOI: 10.1038/s41597-025-06046-w

Anoop Kodakkal, Kimberly Adamek, Ann-Kathrin Goldbach, Tibebu Birhane, Rodrigo Castedo-Hernandez, Guillermo Martínez-López, Máté Péntek, Kai-Uwe Bletzinger, Roland Wüchner, Girma Bitsuamlak

{"title":"Aerodynamic dataset for selected doubly curved membrane canopy structures.","authors":"Anoop Kodakkal, Kimberly Adamek, Ann-Kathrin Goldbach, Tibebu Birhane, Rodrigo Castedo-Hernandez, Guillermo Martínez-López, Máté Péntek, Kai-Uwe Bletzinger, Roland Wüchner, Girma Bitsuamlak","doi":"10.1038/s41597-025-06046-w","DOIUrl":"https://doi.org/10.1038/s41597-025-06046-w","url":null,"abstract":"A dataset of aerodynamic measurements is collected for doubly curved membrane structures as part of a comprehensive experimental testing campaign on wind effects on structural membranes conducted at the WindEEE Dome at Western University, Canada. Common doubly curved membrane geometries - the hypar, ridge valley, arch supported, cone, and umbrella - were tested in isolated instances. The cone geometry was also tested in both a 1 × 3 row and a 3 × 3 group arrangement. All models were tested at a 1:25 scale under atmospheric boundary layer (ABL) flow at angles of attack ranging from 0° to 180° in 10° increments (and 45°, and 135° -depending on the line of symmetry). In addition to ABL, the hypar geometry was subjected to two other distinct flow scenarios: tornado, and downburst. Pressure time series at various tap locations are included in the data. In total, approximately 425 tests were conducted, providing a comprehensive dataset on the aerodynamic behavior of doubly curved structures under wind loads. This experimental data set offers valuable insights for the design and analysis of such structures in architectural and engineering applications and future design guideline developments. Data is available on an open-source dataset Zenodo as part of the ERIES-WENSS project.","PeriodicalId":21597,"journal":{"name":"Scientific Data","volume":"12 1","pages":"1627"},"PeriodicalIF":6.9,"publicationDate":"2025-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145252436","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A bimodal image dataset for seed classification from the visible and near-infrared spectrum. 种子分类的可见光和近红外光谱双峰图像数据集。

IF 6.9 2区综合性期刊

Scientific Data Pub Date : 2025-10-08 DOI: 10.1038/s41597-025-05979-6

Maksim Kukushkin, Martin Bogdan, Simon Goertz, Jan-Ole Callsen, Eric Oldenburg, Matthias Enders, Thomas Schmid

引用次数: 0

Chromosomal-level genome assembly of the autotetraploid Anoectochilus roxburghii (Jinxianlian, Orchidaceae). 同源四倍体金仙莲凤梨染色体水平的基因组组装。

IF 6.9 2区综合性期刊

Scientific Data Pub Date : 2025-10-08 DOI: 10.1038/s41597-025-05916-7

Jing Fang, Mei Wu, Xinyi Zhang, Yang Chen, Lingjuan Tou, Jinjing Xu, Xiangjun Kong, Yingxiong Qiu

引用次数: 0

A dataset of study program availability in German higher education between 1971 and 1996. 1971年至1996年间德国高等教育学习计划可用性数据集。

IF 6.9 2区综合性期刊

Scientific Data Pub Date : 2025-10-08 DOI: 10.1038/s41597-025-06052-y

Boris Thome, Friederike Hertweck, Serife Yasar, Lukas Jonas, Stefan Conrad

{"title":"A dataset of study program availability in German higher education between 1971 and 1996.","authors":"Boris Thome, Friederike Hertweck, Serife Yasar, Lukas Jonas, Stefan Conrad","doi":"10.1038/s41597-025-06052-y","DOIUrl":"https://doi.org/10.1038/s41597-025-06052-y","url":null,"abstract":"Educational systems are dynamic. They shape human capital, technological and societal progress, and also economic growth. Higher education, in particular, fosters innovation, with varying fields of study contributing differently to this process. Yet, despite its importance, no dataset has previously documented the evolution of academic fields across higher education institutions in a specific country. Addressing this gap, we present the RWI-UNI-SUBJECTS1 dataset, the first extensive collection of study opportunities across German higher education institutions between 1971 and 1996. The dataset originates from annual study guides by the German Federal Employment Agency for high school students. To extract the data, a custom-developed computer vision algorithm was used. We further enriched the dataset with administrative codes for fields, institutions, and districts, enabling seamless integration with additional datasets, such as social security data, official student statistics, or the National Educational Panel Study (NEPS). Covering a total of 105,307 study programs between 1971 and 1996, RWI-UNI-SUBJECTS1 offers a valuable foundation for interdisciplinary research on education, innovation, and economic development.","PeriodicalId":21597,"journal":{"name":"Scientific Data","volume":"12 1","pages":"1626"},"PeriodicalIF":6.9,"publicationDate":"2025-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145252445","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A global dataset of the cost of capital for renewable energy projects. 可再生能源项目的全球资本成本数据集。

IF 6.9 2区综合性期刊

Scientific Data Pub Date : 2025-10-08 DOI: 10.1038/s41597-025-05912-x

Bjarne Steffen, Florian Egli, Anurag Gumber, Mak Ðukan, Paul Waidelich

引用次数: 0