Scientific Data is an open access journal dedicated to data, publishing descriptions of research datasets and articles on research data sharing from all areas of natural sciences, medicine, engineering and social sciences. We believe that: 1. Open research data sharing is crucial for facilitating scientific advancement. 2. Articles describing how to source and use data can greatly facilitate data discovery and reuse, underpinning the aims of the FAIR principles, across any subject discipline. 3. If data are scientifically valid and of potential interest to someone it should be described and made available to the research community. Manuscripts must make an original contribution but they are not assessed based on their perceived significance, importance or impact. This is especially true for Data Descriptors (see below), which do not present hypotheses or conclusions.
《科学数据》是一本同行评审、开放获取的期刊，用于描述具有科学价值的数据集，以及促进科学数据共享和重用的研究。我们的目标是促进更广泛的数据共享和再利用，并对共享的数据给予赞扬。科学数据主要出版数据描述符，这是一种新型出版物，提供研究数据集的详细描述，包括用于收集数据的方法和支持测量质量的技术分析。数据描述符侧重于帮助他人重新使用数据，而不是测试假设，或提出新的解释、方法或深入分析。科学数据还欢迎提交描述现有数据的分析或元分析的文章，以及关于系统的原创文章，技术和技巧，促进数据共享和重复使用，以支持可复制的研究。科学数据提供了一个精简但全面的同行评价用于生成数据的实验的严格性和质量以及数据描述的完整性的审查过程。实际数据存储在一个或多个公共的、社区认可的存储库中，数据的发布经过验证，作为发表的条件。科学数据向广泛的自然科学学科开放，包括但不限于生命、生物医学和环境科学界的数据。提交的资料可能描述来自新实验或现有数据的增值聚合、来自主要联盟和单个实验室的大数据或小数据。我们也愿意考虑对社会科学定量数据集的描述，特别是那些可能用于跨越生命、生物医学、环境和社会科学之间传统学科界限的综合分析的数据集。
Multitask learning and benchmarking with clinical time series data
来源期刊：Scientific DataDOI：10.1038/s41597-019-0103-9
High-resolution global urban growth projection based on multiple applications of the SLEUTH urban growth model
来源期刊：Scientific DataDOI：10.1038/s41597-019-0048-z
A 204-subject multimodal neuroimaging dataset to study language processing
来源期刊：Scientific DataDOI：10.1038/s41597-019-0020-y
Phospho serine and threonine analysis of normal and mutated granulocyte colony stimulating factor receptors
来源期刊：Scientific DataDOI：10.1038/s41597-019-0015-8
A global database of water vapor isotopes measured with high temporal resolution infrared laser spectroscopy
来源期刊：Scientific DataDOI：10.1038/sdata.2018.302
An emissions-socioeconomic inventory of Chinese cities
来源期刊：Scientific DataDOI：10.1038/sdata.2019.27
A dataset of continuous affect annotations and physiological signals for emotion analysis
来源期刊：Scientific DataDOI：10.1038/s41597-019-0209-0
A database seed for a community-driven material intensity research platform
来源期刊：Scientific DataDOI：10.1038/s41597-019-0021-x
A 1980–2018 global fire danger re-analysis dataset for the Canadian Fire Weather Indices
来源期刊：Scientific DataDOI：10.1038/sdata.2019.32
A suite of global accessibility indicators
来源期刊：Scientific DataDOI：10.1038/s41597-019-0265-5
Development of high-resolution daily gridded temperature datasets for the central north region of Egypt
来源期刊：Scientific DataDOI：10.1038/s41597-019-0144-0
Global map and indicators of food system sustainability
来源期刊：Scientific DataDOI：10.1038/s41597-019-0301-5
Global sea-surface iodide observations, 1967–2018
来源期刊：Scientific DataDOI：10.1038/s41597-019-0288-y
A long-term dataset of lake surface water temperature over the Tibetan Plateau derived from AVHRR 1981–2015
来源期刊：Scientific DataDOI：10.1038/s41597-019-0040-7
Linking in silico MS/MS spectra with chemistry data to improve identification of unknowns
来源期刊：Scientific DataDOI：10.1038/s41597-019-0145-z
Circumpolar permafrost maps and geohazard indices for near-future infrastructure risk assessments
来源期刊：Scientific DataDOI：10.1038/sdata.2019.37
Annual estimates of occupancy for bryophytes, lichens and invertebrates in the UK, 1970–2015
来源期刊：Scientific DataDOI：10.1038/s41597-019-0269-1
Posterior samples of the parameters of binary black holes from Advanced LIGO, Virgo’s second observing run
来源期刊：Scientific DataDOI：10.1038/s41597-019-0086-6
A new global gridded anthropogenic heat flux dataset with high spatial resolution and long-term time series
来源期刊：Scientific DataDOI：10.1038/s41597-019-0143-1
Structural and functional multi-platform MRI series of a single human volunteer over more than fifteen years
来源期刊：Scientific DataDOI：10.1038/s41597-019-0262-8
Extended regions of suspected mis-assembly in the rat reference genome
来源期刊：Scientific DataDOI：10.1038/s41597-019-0041-6
Bacterial succession along a sediment porewater gradient at Lake Neusiedl in Austria
来源期刊：Scientific DataDOI：10.1038/s41597-019-0172-9
Experiment design driven FAIRification of omics data matrices, an exemplar
来源期刊：Scientific DataDOI：10.1038/s41597-019-0286-0
Activity/exercise-induced changes in the liver transcriptome after chronic spinal cord injury
来源期刊：Scientific DataDOI：10.1038/s41597-019-0087-5
A cone-beam X-ray computed tomography data collection designed for machine learning
来源期刊：Scientific DataDOI：10.1038/s41597-019-0235-y
A multi-omics digital research object for the genetics of sleep regulation
来源期刊：Scientific DataDOI：10.1038/s41597-019-0171-x
Human hand kinematic data during feeding and cooking tasks
来源期刊：Scientific DataDOI：10.1038/s41597-019-0175-6
The heterogeneity and change in the urban structure of metropolitan areas in the United States, 1990–2010
来源期刊：Scientific DataDOI：10.1038/s41597-019-0329-6
Pan-European groundwater to atmosphere terrestrial systems climatology from a physically consistent simulation
来源期刊：Scientific DataDOI：10.1038/s41597-019-0328-7
Microbiomes of Velloziaceae from phosphorus-impoverished soils of the campos rupestres, a biodiversity hotspot
来源期刊：Scientific DataDOI：10.1038/s41597-019-0141-3
Hypothalamus-pituitary-gonad axis transcriptome profiling for sex differentiation in Acipenser sinensis
来源期刊：Scientific DataDOI：10.1038/s41597-019-0099-1
A structured open data collection on occupant behaviour in buildings
来源期刊：Scientific DataDOI：10.1038/s41597-019-0276-2
Travel times to hospitals in Australia
来源期刊：Scientific DataDOI：10.1038/s41597-019-0266-4
Whole genome resequencing data for three rockfish species of Sebastes
来源期刊：Scientific DataDOI：10.1038/s41597-019-0100-z
Updating the global occurrence of Culicoides imicola, a vector for emerging viral diseases
来源期刊：Scientific DataDOI：10.1038/s41597-019-0197-0
The temporal geographically-explicit network of public transport in Changchun City, Northeast China
来源期刊：Scientific DataDOI：10.1038/sdata.2019.26
Global transcriptome analysis of pig induced pluripotent stem cells derived from six and four reprogramming factors
来源期刊：Scientific DataDOI：10.1038/sdata.2019.34
Geometric description of self-interaction potential in symmetric protein complexes
来源期刊：Scientific DataDOI：10.1038/s41597-019-0058-x
Helium, inorganic and organic carbon isotopes of fluids and gases across the Costa Rica convergent margin
来源期刊：Scientific DataDOI：10.1038/s41597-019-0302-4
STATegra, a comprehensive multi-omics dataset of B-cell differentiation in mouse
来源期刊：Scientific DataDOI：10.1038/s41597-019-0202-7
The AgeGuess database, an open online resource on chronological and perceived ages of people aged 5–100
来源期刊：Scientific DataDOI：10.1038/s41597-019-0245-9
Spatial high-resolution socio-energetic data for municipal energy system analyses
来源期刊：Scientific DataDOI：10.1038/s41597-019-0233-0
A chromosome-level genome assembly of the Chinese tupelo Nyssa sinensis
来源期刊：Scientific DataDOI：10.1038/s41597-019-0296-y
Author Correction: The first annotated set of scanning electron microscopy images for nanoscience
来源期刊：Scientific DataDOI：10.1038/s41597-019-0007-8
Transcriptome profiling for floral development in reblooming cultivar ‘High Noon’ of Paeonia suffruticosa
来源期刊：Scientific DataDOI：10.1038/s41597-019-0240-1
Data citation needed
来源期刊：Scientific DataDOI：10.1038/s41597-019-0026-5
Publisher Correction: Marine microbial metagenomes sampled across space and time
来源期刊：Scientific DataDOI：10.1038/s41597-019-0054-1
A dataset describing a suite of novel antibody reagents for the RAS signaling network
来源期刊：Scientific DataDOI：10.1038/s41597-019-0166-7
Brain-wide distribution of reporter expression in five transgenic tetracycline-transactivator mouse lines
来源期刊：Scientific DataDOI：10.1038/sdata.2019.28
PlatformTM, a standards-based data custodianship platform for translational medicine research
来源期刊：Scientific DataDOI：10.1038/s41597-019-0156-9
