期刊名：Data

期刊主页：https://www.mdpi.com/journal/data

主编：Prof. Dr. Jamal Jokar Arsanjani, Aalborg University Copenhagen, Denmark

期刊介绍: Data (ISSN 2306-5729, IF 2.0, CiteScore 5.0) 主要发表数据科学领域相关论文，旨在提高数据透明度和可重用性。期刊发表范围涵盖多学科数据集和描述，数据处理方法及数据应用等。自2016年创刊以来，Data 已被Scopus, ESCI, Ei Compendex, Inspec, DOAJ等权威数据库收录。

本期为您呈现 MDPI Data 期刊 2025 年度封面文章合集：https://www.mdpi.com/2306-5729/10

本合集聚焦数字孪生数据治理、生物与神经科学研究、生态环境监测及统计分析方法四大核心方向，收录多篇高质量数据集及研究成果，各文配套数据集均已同步至公开数据平台，具体信息可参阅文中数据可用性声明。

希望这些高质量文章能够为相关领域科研工作者提供参考与启发，欢迎广大读者阅读、引用与交流。

1. Artificial Intelligence and Ontologies for the Management of Heritage Digital Twins Data

面向遗产数字孪生数据管理的人工智能与本体技术

https://www.mdpi.com/2306-5729/10/1/1

Felicetti, A.; Niccolucci, F. Artificial Intelligence and Ontologies for the Management of Heritage Digital Twins Data. Data 2025, 10, 1. https://doi.org/10.3390/data10010001

2. RNA Sequencing Dataset of Drosophila Nociceptor Translatomic Response to Injury

果蝇伤害感受器对损伤应答的翻译组学 RNA 测序数据集

https://www.mdpi.com/2306-5729/10/2/11

Hale, C.M.; Beauchemin, K.J.; Brann, C.L.; Moulton, J.K.; Geguchadze, R.; Harrison, B.J.; Ganter, G.K. RNA Sequencing Dataset of Drosophila Nociceptor Translatomic Response to Injury. Data 2025, 10, 11. https://doi.org/10.3390/data10020011

3. Open Georeferenced Field Data on Forest Types and Species for Biodiversity Assessment and Remote Sensing Applications

用于生物多样性评估与遥感应用的森林类型及物种公开地理参照野外数据

https://www.mdpi.com/2306-5729/10/3/30

Gasparini, P.; Di Cosmo, L.; Floris, A.; Murgia, F.; Rizzo, M. Open Georeferenced Field Data on Forest Types and Species for Biodiversity Assessment and Remote Sensing Applications. Data 2025, 10, 30. https://doi.org/10.3390/data10030030

4. River Restoration Units: Riverscape Units for European Freshwater Ecosystem Management

河流修复单元：欧洲淡水生态系统管理中的河流景观单元

https://www.mdpi.com/2306-5729/10/4/46

Duarte, G.; Peponi, A.; Segurado, P.; Leite, T.; Borgwardt, F.; Funk, A.; Birk, S.; Ferreira, M.T.; Branco, P. River Restoration Units: Riverscape Units for European Freshwater Ecosystem Management. Data 2025, 10, 46. https://doi.org/10.3390/data10040046

5. A Complementary Dataset of Scalp EEG Recordings Featuring Participants with Alzheimer’s Disease, Frontotemporal Dementia, and Healthy Controls, Obtained from Photostimulation EEG

基于光刺激脑电图获取的阿尔茨海默病、额颞叶痴呆患者及健康对照者头皮脑电图补充数据集

https://www.mdpi.com/2306-5729/10/5/64

Ntetska, A.; Miltiadous, A.; Tsipouras, M.G.; Tzimourta, K.D.; Afrantou, T.; Ioannidis, P.; Tsalikakis, D.G.; Sakkas, K.; Oikonomou, E.D.; Grigoriadis, N.; et al. A Complementary Dataset of Scalp EEG Recordings Featuring Participants with Alzheimer’s Disease, Frontotemporal Dementia, and Healthy Controls, Obtained from Photostimulation EEG. Data 2025, 10, 64. https://doi.org/10.3390/data10050064

6. Macao-ebird: A Curated Dataset for Artificial-Intelligence-Powered Bird Surveillance and Conservation in Macao

澳门 eBird：一套用于澳门人工智能驱动鸟类监测与保护的精选数据集

https://www.mdpi.com/2306-5729/10/6/84

Huang, X.; Mirri, S.; Tang, S.-K. Macao-ebird: A Curated Dataset for Artificial-Intelligence-Powered Bird Surveillance and Conservation in Macao. Data 2025, 10, 84. https://doi.org/10.3390/data10060084

7. ICA-Based Resting-State Networks Obtained on Large Autism fMRI Dataset ABIDE

基于大规模自闭症功能磁共振数据集 ABIDE 构建的独立成分分析静息态网络

https://www.mdpi.com/2306-5729/10/7/109

Schielen, S.J.C.; Pilmeyer, J.; Aldenkamp, A.P.; Ruijters, D.; Zinger, S. ICA-Based Resting-State Networks Obtained on Large Autism fMRI Dataset ABIDE. Data 2025, 10, 109. https://doi.org/10.3390/data10070109

8. A Six-Year, Spatiotemporally Comprehensive Dataset and Data Retrieval Tool for Analyzing Chlorophyll-a, Turbidity, and Temperature in Utah Lake Using Sentinel and MODIS Imagery

基于Sentinel与 MODIS 影像、用于分析犹他湖叶绿素 a、浊度与水温的六年时空综合数据集及数据检索工具

https://www.mdpi.com/2306-5729/10/8/128

Tanner, K.B.; Cardall, A.C.; Williams, G.P. A Six-Year, Spatiotemporally Comprehensive Dataset and Data Retrieval Tool for Analyzing Chlorophyll-a, Turbidity, and Temperature in Utah Lake Using Sentinel and MODIS Imagery. Data 2025, 10, 128. https://doi.org/10.3390/data10080128

9. A Curated Dataset of Regional Meteor Events with Simultaneous Optical and Infrasound Observations (2006–2011)

2006–2011 年兼具光学与次声波同步观测的区域性流星事件整理数据集

https://www.mdpi.com/2306-5729/10/9/138

Silber, E.A.; Brown, E.; Thompson, A.R.; Sawal, V. A Curated Dataset of Regional Meteor Events with Simultaneous Optical and Infrasound Observations (2006–2011). Data 2025, 10, 138. https://doi.org/10.3390/data10090138

10. In Situ Monitoring and Bioluminescence Kinetics of Pseudomonas fluorescens M3A Bioluminescent Reporter with Bacteriophage ΦS1

基于噬菌体 ΦS1 的荧光假单胞菌 M3A 生物发光报告株的原位监测及发光动力学

https://www.mdpi.com/2306-5729/10/10/152

Myer, P.R.; Bhatt, P.; Simsek, H.; Applegate, B.M. In Situ Monitoring and Bioluminescence Kinetics of Pseudomonas fluorescens M3A Bioluminescent Reporter with Bacteriophage ΦS1. Data 2025, 10, 152. https://doi.org/10.3390/data10100152

11. Small Samples’ Permille Cramér–Von Mises Statistic Critical Values for Continuous Distributions as Functions of Sample Size

连续分布下、以样本量为函数的小样本千分位 Cramér–Von Mises 统计量临界值

https://www.mdpi.com/2306-5729/10/11/181

Jäntschi, L. Small Samples’ Permille Cramér–Von Mises Statistic Critical Values for Continuous Distributions as Functions of Sample Size. Data 2025, 10, 181. https://doi.org/10.3390/data10110181

12. Georeferenced Sediment and Surface Water Element Concentrations in the Coastal Liepāja Lake (Latvia), 2024

2024 年拉脱维亚利耶帕亚沿岸湖泊 带地理参照的沉积物与地表水元素浓度数据集

https://www.mdpi.com/2306-5729/10/12/200

Grinfelde, I.; Valainis, U.; Nitcis, M.; Buske, I.; Grave, J.; Stivrins, N.; Grybauskiene, V.; Vyciene, G.; Bertins, M.; Pilecka-Ulcugaceva, J. Georeferenced Sediment and Surface Water Element Concentrations in the Coastal Liepāja Lake (Latvia), 2024. Data 2025, 10, 200. https://doi.org/10.3390/data10120200

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