Data
Data is a peer-reviewed open access journal from MDPI in Basel, launched in 2016 and published online only, with every article released under a CC BY licence. Its two sections divide the work between methods for collecting, treating and analysing data in science and descriptions of single datasets, one to a paper. The 2025 Journal Impact Factor is 2.4 and the CiteScore is 5.4.《Data》是 MDPI 在瑞士巴塞尔出版的一份同行评审开放获取期刊,2016 年创刊,只出电子版,全部文章按 CC BY 许可发布。刊物用两个板块分工,一块收科学数据的采集与处理,以及分析方法的论文,另一块每篇只描述一个数据集。2025 年期刊影响因子为 2.4,CiteScore 为 5.4。
Scope
- Two sections carry the content. The Methods section takes research papers, reviews and technical notes on how data are gathered, treated, managed, stored and analysed, and supporting source code may be submitted as supplementary material.内容由两个板块承载。方法板块接收研究论文与综述,也收技术札记,讨论数据如何采集与处理,涉及管理、存储和分析,支撑工作的源码可作为补充材料提交。
- The second section publishes Data Descriptors, each covering a single dataset rather than a study that happens to rest on many of them.第二个板块刊发数据集描述,每篇只对应一个数据集,不接收建立在多个数据集之上的研究。
- Before a descriptor can appear, the dataset has to be deposited in a public repository, preferably under an open licence, and the paper must give a link to that hosted version.描述文章发表之前,数据集须先存入公开仓库,最好采用开放许可,论文还要给出这份公开托管版本的链接。
- Descriptors themselves come out under CC BY, which lets a dataset be cited, traced to its source and checked against the claims made for it.描述文章本身按 CC BY 发表,数据集因此可以被引用、追溯来源,也能对照文章给出的说法接受核查。
- The declared aim is to raise the transparency and reusability of data in science, and the two sections approach that aim from different ends.刊物声明的目标是提高科学数据的透明度与可复用性,两个板块从不同方向推进这一目标。
- It is pitched as a forum for data scientists and for researchers in other fields who work with data, so a paper need not be about computing to fit.刊物的定位是数据科学家与使用数据的其他领域研究者共同的论坛,稿件不必以计算机为主题也能契合。
- Subject areas open with datasets and descriptions, which covers a dataset itself as well as the methods by which it was collected and treated.学科方向以数据集与描述开头,既包含数据集本身,也包含采集与处理该数据集所用的方法。
- Data in applications is then divided by field, running through the natural sciences, healthcare and medicine, and finance, business and economics.应用层面的数据再按领域划分,涵盖自然科学、医疗与医学,以及金融、商业与经济学。
- Research data and experimental data are named as separate interests, which leaves room for laboratory measurement alongside observational and survey material.研究数据与实验数据被分别点名,实验室测量与观测材料、调查材料一样都有位置。
- Collection and acquisition bring in instruments, sampling design, sensor networks, web scraping and the protocols that make a new corpus reproducible.采集与获取方向接收仪器、抽样设计方面的稿件,也接收传感网络与网络抓取,以及让新语料可复现的规程。
- Processing covers cleaning, transformation, record linkage and the documentation that another group would need in order to repeat the steps.处理方向涵盖清洗与转换,也涵盖记录链接,以及另一个团队复现这些步骤所需要的文档。
- Analysis is read widely, from statistics and machine learning to visualisation and the interpretation of results against a stated question.分析的口径放得宽,从统计方法与机器学习,一直到可视化,以及围绕明确问题对结果的解释。
- Maintenance and data integrity concern what happens after release, including versioning, correction of errors and the audit trail that keeps a record trustworthy.维护与数据完整性关注发布之后的事情,版本管理、错误更正以及让记录保持可信的审计线索都在其中。
- Curation takes in selection, annotation, metadata and the editorial work that turns a raw holding into something another researcher can reuse.数据管护接收挑选与标注,也接收元数据,以及把原始存料变成他人可复用资源的编辑工作。
- Management systems cover repositories, catalogues, persistent identifiers and the software stack on which a collection is built and served.管理系统方向覆盖仓库、目录与持久标识符,也覆盖支撑馆藏建设与服务的软件栈。
- Compression is listed as a topic in its own right, a reminder that the cost of storage and transfer decides what can be kept and for how long.压缩单独列为一个方向,存储与传输的开销会决定哪些数据留得下来、能留多久。
History
- MDPI in Basel launched the title in 2016 as a gold open access journal with no printed edition, registered under the eISSN 2306-5729, and it kept a quarterly calendar until 2020, with volume 1 holding three issues and the next four holding four apiece.MDPI 在巴塞尔于 2016 年创办该刊,按金色开放获取运作,不设印本,注册号为 eISSN 2306-5729,刊物到 2020 年一直按季刊的节奏出版,第 1 卷 3 期,其后四卷各 4 期。
- Web of Science coverage began in 2017, when the Emerging Sources Citation Index started tracking the title from volume 2, issue 1.Web of Science 的收录始于 2017 年,Emerging Sources Citation Index 从第 2 卷第 1 期起跟踪该刊。
- Inspec added the journal to its database in 2018, the same year it became an affiliated journal of Global Open Data for Agriculture and Nutrition.Inspec 于 2018 年将该刊收入数据库,同年刊物成为 Global Open Data for Agriculture and Nutrition 的附属期刊。
- Scopus followed in 2019, and the index was extended back to volume 1, issue 1 rather than starting with the current year.Scopus 在 2019 年跟进,索引回溯到第 1 卷第 1 期,没有从当年卷次起算。
- A first CiteScore arrived in 2020, calculated at 2.1 for 2019, which gave the young title a citation measure before it held a Journal Impact Factor.首个 CiteScore 于 2020 年公布,按 2019 年数据算得 2.1,这份年轻期刊在拿到期刊影响因子之前先有了引文指标。
- Five sections were opened in 2020, and two of them reached into chemistry and into the life sciences, one for chemoinformatics and one for computational biology, bioinformatics and biomedical data science.2020 年一次设立五个栏目,其中两个伸向化学与生命科学,一个管化学信息学,一个管计算生物学与生物医学数据科学。
- The other three covered information systems and data management, spatial data science and digital earth, and featured reviews of data science research.另外三个分别管信息系统与数据管理、空间数据科学与数字地球,以及数据科学研究精选综述。
- Monthly publication began in 2021, so volume 6 onward carries twelve issues instead of four, and the archive has grown at that pace since.2021 年起改为按月出版,第 6 卷起每卷 12 期而非 4 期,此后的存稿一直按这个节奏增长。
- The first Journal Impact Factor came in 2023 at 2.6, seven years after the first volume had appeared.首个期刊影响因子在 2023 年公布,数值为 2.6,距第 1 卷问世已有七年。
- Engineering Village began indexing the title through Ei Compendex in 2024, which brought engineering faculties into the readership.2024 年 Engineering Village 通过 Ei Compendex 收录该刊,工程院系由此进入读者群。
- The tenth anniversary falls in 2026, the year of volume 11, by which point the platform carries 1,551 articles.十周年落在 2026 年,当年出版第 11 卷,平台累计文章到此时为 1551 篇。
- Chemoinformatics was renamed Data Science for Chemistry, Energy and Materials in 2026, a change that widened the section from molecules to energy and materials research.化学信息学栏目在 2026 年更名为 Data Science for Chemistry, Energy and Materials,范围从分子扩展到能源与材料研究。
- Spatial Data Science and Digital Earth became Spatial Data Science for Environment and Earth in the same year, which sharpened its environmental brief.空间数据科学与数字地球栏目同年改为 Spatial Data Science for Environment and Earth,环境方向的口径更清楚了。
- The 2025 Journal Impact Factor is 2.4 against a five-year figure of 2.5, with a Journal Citation Indicator of 0.53 and a percentile of 61.1. Journal Citation Reports place the title 55th of 140 in Multidisciplinary Sciences and 162nd of 266 in Computer Science, Information Systems.2025 年期刊影响因子为 2.4,五年影响因子为 2.5,期刊引文指标为 0.53,百分位为 61.1。Journal Citation Reports 把它排在多学科科学 140 种期刊中的第 55 位,属第二四分位,在计算机科学信息系统 266 种期刊中排第 162 位,属第三四分位。
- Citations to the journal total 2,752 against an annual output of 209 articles, the cited half-life is four years, and gold open access accounts for every article.总被引 2752 次,年发文 209 篇,被引半衰期为 4 年,全部文章都以金色开放获取方式发布。
- The indexing list runs from Web of Science ESCI and Scopus through Ei Compendex, Inspec, dblp, RePEc and DOAJ, with PubMed carrying selected citations only and long-term preservation handled by CLOCKSS and the Swiss National Library.收录清单从 Web of Science ESCI 与 Scopus 一直排到 Ei Compendex、Inspec 与 RePEc,DOAJ 也在其中,PubMed 只收部分引文,长期保存由 CLOCKSS 与 Swiss National Library 承担。
Editors
- Jamal Jokar Arsanjani holds the editor-in-chief post and has done so since 2016, working in geographic information science at Aalborg University Copenhagen in Denmark.主编为(Jamal Jokar Arsanjani),自 2016 年起任职,在丹麦的 Aalborg University Copenhagen 从事地理信息科学。
- Earth observation and land change sit at the centre of his own research, together with volunteered geographic information, disaster management and remote sensing.他本人的研究以对地观测与土地变化为中心,志愿地理信息、灾害管理与遥感也在其中。
- Yongqing Cai leads the chemistry, energy and materials section from the Institute of Applied Physics and Materials Engineering at the University of Macau, where the subject is computational materials science, condensed matter physics and materials informatics.(Yongqing Cai)执掌化学、能源与材料栏目,任职于 University of Macau 的 Institute of Applied Physics and Materials Engineering,研究计算材料科学、凝聚态物理与材料信息学。
- Joaquin Torres-Sospedra, a computer scientist at the Universitat de València, leads Information Systems and Data Management, the largest section with 365 articles, and works on neural networks, pattern recognition and indoor positioning.(Joaquin Torres-Sospedra)在 Universitat de València 任计算机科学教职,执掌信息系统与数据管理栏目,这是最大的栏目,已有 365 篇文章,他本人的方向是神经网络、模式识别与室内定位。
- Rüdiger Pryss is an associate editor, based at the Institute of Clinical Epidemiology and Biometry in Würzburg, and works on medical informatics and mobile health.副编辑(Rüdiger Pryss)在维尔茨堡的 Institute of Clinical Epidemiology and Biometry 任职,研究方向为医学信息学与移动健康。
- Craig A. Knoblock of the Information Sciences Institute at the University of Southern California sits on the advisory board and brings knowledge graphs, linked data and the semantic web into the journal's orbit.顾问委员会成员(Craig A. Knoblock)来自 University of Southern California 的 Information Sciences Institute,把知识图谱、关联数据与语义网带入刊物视野。
- More than forty names make up the editorial board, drawn from over twenty countries and territories.编委名单逾 40 人,覆盖 20 余个国家与地区。
- Tomaso Aste at University College London works on financial computing and data analytics, Erik Cambria at Nanyang Technological University on affective computing, and Francesco Bonchi at the ISI Foundation on data mining.University College London 的(Tomaso Aste)研究金融计算与数据分析,Nanyang Technological University 的(Erik Cambria)专攻情感计算,ISI Foundation 的(Francesco Bonchi)做数据挖掘。
- Genomics is represented by Alan Christoffels of the South African National Bioinformatics Institute, atomic data by Milan S. Dimitrijević of the Belgrade Astronomical Observatory, and chemoinformatics by Igor I. Baskin of the Technion.基因组学有 South African National Bioinformatics Institute 的(Alan Christoffels),原子数据有 Belgrade Astronomical Observatory 的(Milan S. Dimitrijević),化学信息学有 Technion 的(Igor I. Baskin)。
- The title belongs to the Journal Cluster of Information Systems and Technology, a group that also holds Analytics, Digital and Informatics.刊物隶属 MDPI 的 Journal Cluster of Information Systems and Technology,同群的还有 Analytics 与 Digital,Informatics 等刊也在其中。
- MDPI is a member of COPE, and submissions are screened with iThenticate for overlap.MDPI 是 COPE 的成员,来稿会用 iThenticate 做重复度筛查。
- A first decision arrives after a median of twenty days, an accepted paper is online four days later, and the 2026 first-half medians were 19.2 and 3.8 days.投稿到首次决定的中位时间为 20 天,接收之后 4 天上线,2026 年上半年的中位数分别为 19.2 天与 3.8 天。
- Reviewers who return thorough reports on time receive a discount voucher against a future article processing charge.审稿人若按时交出扎实的评审报告,可获得日后抵扣文章处理费的折扣券。