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Showing 2551 to 2600 of 8381 works
A synthetic building operation dataset
Abstract This paper presents a synthetic building operation dataset which includes HVAC, lighting, miscellaneous electric loads (MELs) system operating conditions, occupant counts…
The FAIR Cookbook - the essential resource for and by FAIR doers
Abstract The notion that data should be Findable, Accessible, Interoperable and Reusable, according to the FAIR Principles, has become a global norm for good data stewardship and …
Open multi-session and multi-task EEG cognitive Dataset for passive brain-computer Interface Applications
Abstract Brain-Computer Interfaces and especially passive Brain-Computer interfaces (pBCI), with their ability to estimate and monitor user mental states, are receiving increasing…
Centuries of monthly and 3-hourly global ocean wave data for past, present, and future climate research
Abstract Ocean surface waves are essential to navigation safety, coastal activities, and climate systems. Numerical simulations are still the primary methods used in wave climate …
Automated BigSMILES conversion workflow and dataset for homopolymeric macromolecules
Abstract The simplified molecular-input line-entry system (SMILES) has been utilized in a variety of artificial intelligence analyses owing to its capability of representing chemi…
An electrical load measurements dataset of United Kingdom households from a two-year longitudinal study
Abstract Smart meter roll-outs provide easy access to granular meter measurements, enabling advanced energy services, ranging from demand response measures, tailored energy feedba…
A consistent and corrected nighttime light dataset (CCNL 1992–2013) from DMSP-OLS data
Abstract Remote sensing of nighttime light can observe the artificial lights at night on the planet’s surface. The Defense Meteorological Satellite Program’s Operational Line Scan…
PEST-CHEMGRIDS, global gridded maps of the top 20 crop-specific pesticide application rates from 2015 to 2025
Abstract Available georeferenced environmental layers are facilitating new insights into global environmental assets and their vulnerability to anthropogenic inputs. Geographicall…
Data sharing practices and data availability upon request differ across scientific disciplines
Abstract Data sharing is one of the cornerstones of modern science that enables large-scale analyses and reproducibility. We evaluated data availability in research articles acros…
High accuracy barrier heights, enthalpies, and rate coefficients for chemical reactions
Abstract Quantitative chemical reaction data, including activation energies and reaction rates, are crucial for developing detailed kinetic mechanisms and accurately predicting re…
GloSEM: High-resolution global estimates of present and future soil displacement in croplands by water erosion
Abstract Healthy soil is the foundation underpinning global agriculture and food security. Soil erosion is currently the most serious threat to soil health, leading to yield decli…
Haplotype-resolved genome of heterozygous African cassava cultivar TMEB117 (Manihot esculenta)
Abstract Cassava ( Manihot esculenta Crantz ) is a vital tropical root crop providing essential dietary energy to over 800 million people in tropical and subtropical regions. As a…
Introducing the Global Register of Introduced and Invasive Species
Abstract Harmonised, representative data on the state of biological invasions remain inadequate at country and global scales, particularly for taxa that affect biodiversity and ec…
A dataset of low-carbon energy transition index for Chinese cities 2003–2019
Abstract Cities are at the heart of climate change mitigation as they account for over 70% of global carbon emissions. However, cities vary in their energy systems and socioeconom…
A knowledge graph for crop diseases and pests in China
Abstract A standardized representation and sharing of crop disease and pest data is crucial for enhancing crop yields, especially in China, which features vast cultivation areas a…
Dry season soil water potential maps of a 50 hectare tropical forest plot on Barro Colorado Island, Panama
Abstract Fine scale spatial variation in soil moisture influences plant performance, species distributions and diversity. However, detailed information on local soil moisture vari…
INSPIRE, a publicly available research dataset for perioperative medicine
Abstract We present the INSPIRE dataset, a publicly available research dataset in perioperative medicine, which includes approximately 130,000 surgical operations at an academic i…
A synthetic data set to benchmark anti-money laundering methods
Abstract Bank transactions are highly confidential. As a result, there are no real public data sets that can be used to investigate and compare anti-money laundering (AML) methods…
The RETA Benchmark for Retinal Vascular Tree Analysis
Abstract Topological and geometrical analysis of retinal blood vessels could be a cost-effective way to detect various common diseases. Automated vessel segmentation and vascular …
An ATAC-seq atlas of chromatin accessibility in mouse tissues
Abstract The Assay for Transposase-Accessible Chromatin using sequencing (ATAC-seq) is a fundamental epigenomics approach and has been widely used in profiling the chromatin acces…
HormoneBase, a population-level database of steroid hormone levels across vertebrates
Abstract Hormones are central regulators of organismal function and flexibility that mediate a diversity of phenotypic traits from early development through senescence. Yet despit…
Collegiate athlete brain data for white matter mapping and network neuroscience
Abstract We describe a dataset of processed data with associated reproducible preprocessing pipeline collected from two collegiate athlete groups and one non-athlete group. The da…
DISCOVER-EEG: an open, fully automated EEG pipeline for biomarker discovery in clinical neuroscience
Abstract Biomarker discovery in neurological and psychiatric disorders critically depends on reproducible and transparent methods applied to large-scale datasets. Electroencephalo…
A High-Quality Underwater Acoustic Dataset for Algorithm Development and Analysis
Abstract As data becomes increasingly available, relying on quality datasets for algorithm analysis and development is essential. However, data gathering can be expensive and time…
MEG-BIDS, the brain imaging data structure extended to magnetoencephalography
Abstract We present a significant extension of the Brain Imaging Data Structure (BIDS) to support the specific aspects of magnetoencephalography (MEG) data. MEG measures brain act…
Human alterations of the global floodplains 1992–2019
Abstract Floodplains provide critical ecosystem services; however, loss of natural floodplain functions caused by human alterations increase flood risks and lead to massive loss o…
A Leaf-Level Dataset for Soybean-Cotton Detection and Segmentation
Abstract Soybean and cotton are major drivers of many countries’ agricultural sectors, offering substantial economic returns but also facing persistent challenges from volunteer p…
The chromosome-level genomes of the herbal magnoliids Warburgia ugandensis and Saururus chinensis
Warburgia ugandensis and Saururus chinensis are two of the most important medicinal plants in magnoliids and are widely utilized in traditional Kenya and Chinese medicine, respect…
Metagenome sequencing and 103 microbial genomes from ballast water and sediments
Abstract The great threat of microbes carried by ballast water calls for figuring out the species composition of the ballast-tank microbial community, where the dark, cold, and an…
Single-cell integrative analysis reveals consensus cancer cell states and clinical relevance in breast cancer
Abstract High heterogeneity and complex interactions of malignant cells in breast cancer has been recognized as a driver of cancer progression and therapeutic failure. However, co…
Whole-exome and whole-transcriptome sequencing of canine mammary gland tumors
Abstract Studies of naturally occurring cancers in dogs, which share many genetic and environmental factors with humans, provide valuable information as a comparative model for st…
Open access dataset integrating EEG and fNIRS during Stroop tasks
Abstract Conflict monitoring and processing are crucial components of the human cognitive system, with significant implications for daily life and the diagnosis of cognitive disor…
Systematic analysis of infectious disease outcomes by age shows lowest severity in school-age children
Abstract The COVID-19 pandemic has ignited interest in age-specific manifestations of infection but surprisingly little is known about relative severity of infectious disease betw…
Implementation of FAIR principles in the IPCC: the WGI AR6 Atlas repository
Abstract The Sixth Assessment Report (AR6) of the Intergovernmental Panel on Climate Change (IPCC) has adopted the FAIR Guiding Principles. We present the Atlas chapter of Working…
Digital 3D Brain MRI Arterial Territories Atlas
Abstract The locus and extent of brain damage in the event of vascular insult can be quantitatively established quickly and easily with vascular atlases. Although highly anticipat…
Chemotactic responses of growing neurites to precisely controlled gradients of nerve growth factor
Abstract Chemotaxis plays a key role in many biological systems. In particular in the context of the developing nervous system, growing neurites can respond in vitro to shallow gr…
Estimation of waste outflows for multiple product types in China from 2010–2050
Abstract Material flow has been accelerated from underground natural minerals and is accumulating as aboveground waste stock. China is not only the largest producer and consumer o…
Three-Dimensional Motion Capture Data of a Movement Screen from 183 Athletes
Abstract Movement screens are widely used to identify aberrant movement patterns in hopes of decreasing risk of injury, identifying talent, and/or improving performance. Motion ca…
Simulated sulfur K-edge X-ray absorption spectroscopy database of lithium thiophosphate solid electrolytes
Abstract X-ray absorption spectroscopy (XAS) is a premier technique for materials characterization, providing key information about the local chemical environment of the absorber …
FLO1K, global maps of mean, maximum and minimum annual streamflow at 1 km resolution from 1960 through 2015
Abstract Streamflow data is highly relevant for a variety of socio-economic as well as ecological analyses or applications, but a high-resolution global streamflow dataset is yet …
Monitoring of carbon-water fluxes at Eurasian meteorological stations using random forest and remote sensing
Abstract Simulating the carbon-water fluxes at more widely distributed meteorological stations based on the sparsely and unevenly distributed eddy covariance flux stations is need…
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