Scientific Data最新文献_第10页

A chromosome-level genome assembly of eriophyoid mite Setoptus koraiensis.

IF 5.8 2区综合性期刊

Scientific Data Pub Date : 2025-03-18 DOI: 10.1038/s41597-025-04814-2

Zi-Kai Shao, Lei Chen, Jing-Tao Sun, Xiao-Feng Xue

引用次数: 0

A high-resolution and whole-body dataset of hand-object contact areas based on 3D scanning method.

IF 5.8 2区综合性期刊

Scientific Data Pub Date : 2025-03-18 DOI: 10.1038/s41597-025-04770-x

Zelin Chen, Hanlu Chen, Yiming Ouyang, Chenhao Cao, Wei Gao, Qiqiang Hu, Hu Jin, Shiwu Zhang

{"title":"A high-resolution and whole-body dataset of hand-object contact areas based on 3D scanning method.","authors":"Zelin Chen, Hanlu Chen, Yiming Ouyang, Chenhao Cao, Wei Gao, Qiqiang Hu, Hu Jin, Shiwu Zhang","doi":"10.1038/s41597-025-04770-x","DOIUrl":"10.1038/s41597-025-04770-x","url":null,"abstract":"Hand contact data, reflecting the intricate behaviours of human hands during object operation, exhibits significant potential for analysing hand operation patterns to guide the design of hand-related sensors and robots, and predicting object properties. However, these potential applications are hindered by the constraints of low resolution and incomplete capture of the hand contact data. Leveraging a non-contact and high-precision 3D scanning method for surface capture, a high-resolution and whole-body hand contact dataset, named as Ti3D-contact, is constructed in this work. The dataset, with an average resolution of 0.72 mm, contains 1872 sets of texture images and 3D models. The contact area during hand operation is whole-body painted on gloves, which are captured as the high-resolution original hand contact data through a 3D scanner. Reliability validation on Ti3D-contact is conducted and hand movement classification with 95% precision is achieved using the acquired hand contact dataset. The properties of high-resolution and whole-body capturing make the acquired dataset exhibit a promising potential application in hand posture recognition and hand movement prediction.","PeriodicalId":21597,"journal":{"name":"Scientific Data","volume":"12 1","pages":"451"},"PeriodicalIF":5.8,"publicationDate":"2025-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11920513/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143658574","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A Large-Scale Residential Load Dataset in a Southern Province of China.

IF 5.8 2区综合性期刊

Scientific Data Pub Date : 2025-03-18 DOI: 10.1038/s41597-025-04766-7

Bo Li, Ruotao Yu, Kaiye Gan, Guangchun Ruan, Shangwei Liu, Mingxia Yang, Daiyu Xie, Wei Dai, Haiwang Zhong

{"title":"A Large-Scale Residential Load Dataset in a Southern Province of China.","authors":"Bo Li, Ruotao Yu, Kaiye Gan, Guangchun Ruan, Shangwei Liu, Mingxia Yang, Daiyu Xie, Wei Dai, Haiwang Zhong","doi":"10.1038/s41597-025-04766-7","DOIUrl":"10.1038/s41597-025-04766-7","url":null,"abstract":"Granular, localized data are essential for generating actionable insights that facilitate the transition to a net-zero energy system, particularly in underdeveloped regions. Understanding residential electricity consumption-especially in response to extreme weather events such as heatwaves and tropical storms-is critical for enhancing grid resilience and optimizing energy management strategies. However, such data are often scarce. This study introduces a comprehensive dataset comprising hourly transformer-level residential electricity load data collected between 2022 and 2023 from 23 residential communities across 10 cities in Guangxi Province, China. The dataset is augmented with meteorological data, including temperature, humidity, and records of extreme weather events. Additionally, calendar-related data (e.g., holidays) are included to facilitate the analysis of consumption patterns. The paper provides a detailed overview of the methodologies employed for data collection, preprocessing, and analysis, with a particular emphasis on how extreme weather influences electricity demand in residential areas. This dataset is anticipated to support future research on energy consumption, climate change adaptation, and grid resilience.","PeriodicalId":21597,"journal":{"name":"Scientific Data","volume":"12 1","pages":"450"},"PeriodicalIF":5.8,"publicationDate":"2025-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11920200/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143658575","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Non-Traditional Data for Macroeconomic Estimation Unemployment in Jordan as an Application. 用于宏观经济估算的非传统数据--约旦失业率的应用。

IF 5.8 2区综合性期刊

Scientific Data Pub Date : 2025-03-18 DOI: 10.1038/s41597-025-04721-6

Osama Abdelhay, Taghreed Altamimi

{"title":"Non-Traditional Data for Macroeconomic Estimation Unemployment in Jordan as an Application.","authors":"Osama Abdelhay, Taghreed Altamimi","doi":"10.1038/s41597-025-04721-6","DOIUrl":"10.1038/s41597-025-04721-6","url":null,"abstract":"This dataset comprises quarterly unemployment rates in Jordan from 2010 to 2024, alongside Google Trends search interest data for 88 unemployment-related keywords in Arabic and English. The unemployment rates, sourced from the Jordanian Department of Statistics, provide official figures over 14 years. The Google Trends data reflects public search behaviour related to unemployment and job seeking in Jordan. Keywords were selected through consultations with experts from governmental agencies, NGOs, and private job portals to include terms relevant to local dialects and current job market trends. The search data was aggregated using Mean Aggregation, Exponentially Weighted Moving Average, and Seasonally Adjusted Weighted Average to align with the quarterly unemployment rates. By integrating official statistics with enriched search data, this dataset offers a valuable resource for researchers and policymakers exploring the relationship between economic indicators and online search behaviour. It supports economics, social sciences, and data science. The dataset can aid in developing predictive models, analysing economic sentiment, and informing policy decisions in Jordan and similar contexts.","PeriodicalId":21597,"journal":{"name":"Scientific Data","volume":"12 1","pages":"449"},"PeriodicalIF":5.8,"publicationDate":"2025-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11920033/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143658578","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Chromosome-scale assembly of the Xenocypris davidi using PacBio HiFi reads and Hi-C technologies.

IF 5.8 2区综合性期刊

Scientific Data Pub Date : 2025-03-18 DOI: 10.1038/s41597-025-04800-8

Tiezhu Yang, Liangjie Zhao, Chaoqun Su, Xusheng Guo, Xinliang Peng, Shijie Yang, Gaoyou Yao

引用次数: 0

Plasma metabolomics dataset of race-walking athletes illuminating systemic metabolic reaction of exercise.

IF 5.8 2区综合性期刊

Scientific Data Pub Date : 2025-03-18 DOI: 10.1038/s41597-025-04751-0

Yeheng He, Yunshu Zhang, Jinwen Lai, Shurong Ma, Peiyuan Yin, Zeming Wu, Jian Zhou

引用次数: 0

Hand kinematics, high-density sEMG comprising forearm and far-field potentials for motion intent recognition.

IF 5.8 2区综合性期刊

Scientific Data Pub Date : 2025-03-17 DOI: 10.1038/s41597-025-04749-8

Weichao Guo, Zeming Zhao, Zeyu Zhou, Yun Fang, Yang Yu, Xinjun Sheng

{"title":"Hand kinematics, high-density sEMG comprising forearm and far-field potentials for motion intent recognition.","authors":"Weichao Guo, Zeming Zhao, Zeyu Zhou, Yun Fang, Yang Yu, Xinjun Sheng","doi":"10.1038/s41597-025-04749-8","DOIUrl":"10.1038/s41597-025-04749-8","url":null,"abstract":"Surface electromyography (sEMG) signals reflect spinal motor neuron activities, and can be used as intuitive inputs for human-machine interaction (HMI) via movement intent recognition. The motor neuron potentials of far-field (wrist) and near-field (forearm) decomposed from high-density (HD) sEMG prospectively provide robust neural drives for HMI, which is a challenging research hotspot. However, there are no publicly available databases that include HD sEMG signals of forearm-wrist (FW) muscles, and hand kinematics (KIN). This paper presents the HD-FW KIN dataset that comprises HD 448-channel sEMG arrays distributed on forearm and wrist with simultaneously recording of finger joint angles and finger flexion forces. This dataset contains muscle activities of 21 subjects while performing 20 hand gestures, and 9 individual or combined finger flexion under two force levels. The usabilities of HD sEMG for hand gesture recognition, finger angle and force prediction were validated. The proposed database allows a comprehensive extraction of the neural drive from forearm and wrist, providing neural interfaces for the development of advanced prosthetic hand and wrist-worn consumer electronics.","PeriodicalId":21597,"journal":{"name":"Scientific Data","volume":"12 1","pages":"445"},"PeriodicalIF":5.8,"publicationDate":"2025-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11914539/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143650068","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Chromosome-scale genomes of wild and cultivated Morinda officinalis.

IF 5.8 2区综合性期刊

Scientific Data Pub Date : 2025-03-17 DOI: 10.1038/s41597-025-04776-5

Ruirui Li, Xiaodie Geng, Min Liu, Guangming Liu, Tong Wei, Huan Liu, Yanqun Li, Sunil Kumar Sahu, Hong Wu

{"title":"Chromosome-scale genomes of wild and cultivated Morinda officinalis.","authors":"Ruirui Li, Xiaodie Geng, Min Liu, Guangming Liu, Tong Wei, Huan Liu, Yanqun Li, Sunil Kumar Sahu, Hong Wu","doi":"10.1038/s41597-025-04776-5","DOIUrl":"10.1038/s41597-025-04776-5","url":null,"abstract":"Morinda officinalis is a renowned medicinal and edible plant native to southern China and northern Vietnam. Its dried roots, known as bajitian are extensively used in traditional Chinese medicine to treat various ailments. Driven by the increasing market demand, the wild populations of M. officinalis have been threatened, leading to the surge of cultivated varieties. Here, we present the chromosome-scale genome assemblies of both wild and cultivated M. officinalis, achieved through a combination of nanopore long-read sequencing and Hi-C technology, resulting in high-quality genomes for the wild (423 Mb) and cultivated (425 Mb) M. officinalis, boasting scaffold N50 values of 5.91 Mb and 10.99 Mb, respectively. Additionally, we predicted 31,308 and 29,528 protein-coding genes in wild and cultivated M. officinalis, respectively. Approximately 96.3% and 97.8% of the assembled sequences were anchored to 11 pseudo-chromosomes for the wild and cultivated genomes. The high-quality chromosome-scale genomes of M. officinalis could serve as a valuable resource for understanding the genetic basis of medicinal trait variations, improving cultivation practices, and conserving this ecologically and economically important species.","PeriodicalId":21597,"journal":{"name":"Scientific Data","volume":"12 1","pages":"443"},"PeriodicalIF":5.8,"publicationDate":"2025-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11911396/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143650065","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Phanerozoic thermochronology record of Afro-Arabia through space and time.

IF 5.8 2区综合性期刊

Scientific Data Pub Date : 2025-03-17 DOI: 10.1038/s41597-025-04767-6

Samuel C Boone, Malcolm McMillan, Maria-Laura Balestrieri, Barry Kohn, Andrew Gleadow, Abaz Alimanovic, Graham Hutchinson, Wayne Noble, Vhairi Mackintosh, Christian Seiler, Dave Belton, Danielle Majer-Kielbaska, Daniel F Stockli, Joachim Jacobs, Edgardo J Pujols, Matthias Daßinnes, Benjamin Emmel, Fabian Kohlmann, Romain Beucher

{"title":"Phanerozoic thermochronology record of Afro-Arabia through space and time.","authors":"Samuel C Boone, Malcolm McMillan, Maria-Laura Balestrieri, Barry Kohn, Andrew Gleadow, Abaz Alimanovic, Graham Hutchinson, Wayne Noble, Vhairi Mackintosh, Christian Seiler, Dave Belton, Danielle Majer-Kielbaska, Daniel F Stockli, Joachim Jacobs, Edgardo J Pujols, Matthias Daßinnes, Benjamin Emmel, Fabian Kohlmann, Romain Beucher","doi":"10.1038/s41597-025-04767-6","DOIUrl":"10.1038/s41597-025-04767-6","url":null,"abstract":"Low-temperature thermochronology has been widely used in eastern Africa and Arabia (Afro-Arabia) to investigate the long-term thermal evolution of the crust in response to Phanerozoic tectonism. Yet, utilisation of this invaluable thermochronology record to inform numerical investigations into the long-term tectonothermal, geodynamic and landscape evolution of the region has been limited by the dispersion of these data across numerous disparate case studies. Here, we present a relational database of apatite (1787), zircon (68) and titanite fission-track (97) analyses, and apatite (1,945), zircon (3310), and titanite (U-Th)/He (83) ages, including 465 new fission-track and 2,583 new single-grain (U-Th)/He analyses from the region. Where available, all detailed data needed for performing thermal history modelling are presented. Also included are 668 digitised thermochronology-derived thermal history simulations. Collectively, this comprehensive database records the Phanerozoic thermal evolution of Afro-Arabia through space and time. The machine-readable database is made publicly available through the EarthBank platform, enabling 4D (3D through time) geospatial data interrogation.","PeriodicalId":21597,"journal":{"name":"Scientific Data","volume":"12 1","pages":"444"},"PeriodicalIF":5.8,"publicationDate":"2025-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11914232/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143650085","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Chromosome-level genome assembly of a critically endangered species Leuciscus chuanchicus.

IF 5.8 2区综合性期刊

Scientific Data Pub Date : 2025-03-15 DOI: 10.1038/s41597-025-04787-2

Qi Wang, Qi Zhou, Hongyan Liu, Jiongtang Li, Yanliang Jiang

{"title":"Chromosome-level genome assembly of a critically endangered species Leuciscus chuanchicus.","authors":"Qi Wang, Qi Zhou, Hongyan Liu, Jiongtang Li, Yanliang Jiang","doi":"10.1038/s41597-025-04787-2","DOIUrl":"10.1038/s41597-025-04787-2","url":null,"abstract":"Leuciscus chuanchicus, a critically endangered cyprinid endemic in the Yellow River, represents an evolutionary significant lineage within Leuciscinae. However, conservation efforts for this species have been hindered by the lack of genetic and genomic resources. Here we reported a high-quality chromosome-level genome of L. chuanchicus by combining Illumina reads, PacBio HiFi long reads and Hi-C data. The assembled genome size was 1.16 Gb, with a contig N50 size of 31,116,631 bp and a scaffold N50 size of 43,855,677 bp. The resulting 130 scaffolds were further clustered and ordered into 25 chromosomes based on the Hi-C data, representing 97.84% of the assembled sequences. The genome contained 60.36% repetitive sequences and 35,014 noncoding RNAs. A total of 31,196 protein-coding genes were predicted, of which 28,323 (90.79%) were functionally annotated. The BUSCO and OMArk revealed 97.6% and 91.28% completion rates, respectively. This study assembled a high-quality genome of L. chuanchicus, and provided fundamental genomic resources for investigating the molecular mechanism and evolution of the Leuciscinae.","PeriodicalId":21597,"journal":{"name":"Scientific Data","volume":"12 1","pages":"441"},"PeriodicalIF":5.8,"publicationDate":"2025-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11910599/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143634113","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0