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Showing 3001 to 3050 of 8381 works
Chromosome-scale assembly of the wild wheat relative Aegilops umbellulata
Abstract Wild wheat relatives have been explored in plant breeding to increase the genetic diversity of bread wheat, one of the most important food crops. Aegilops umbellulata is …
Curated benchmark dataset for ultrasound based breast lesion analysis
Abstract A new detailed dataset of breast ultrasound scans (BrEaST) containing images of benign and malignant lesions as well as normal tissue examples, is presented. The dataset …
A high-resolution large-scale dataset of pathological and normal white blood cells
Abstract Microscopic examination plays a significant role in the initial screening for a variety of hematological, as well as non-hematological, diagnoses. Microscopic blood smear…
Canadian Covid-19 pandemic public health mitigation measures at the province level
Abstract The Covid-19 pandemic has prompted governments across the world to enforce a range of public health interventions. We introduce the Covid-19 Policy Response Canadian trac…
Geomorpho90m, empirical evaluation and accuracy assessment of global high-resolution geomorphometric layers
Abstract Topographical relief comprises the vertical and horizontal variations of the Earth’s terrain and drives processes in geomorphology, biogeography, climatology, hydrology a…
An open experimental database for exploring inorganic materials
Abstract The use of advanced machine learning algorithms in experimental materials science is limited by the lack of sufficiently large and diverse datasets amenable to data minin…
A suite of global, cross-scale topographic variables for environmental and biodiversity modeling
Abstract Topographic variation underpins a myriad of patterns and processes in hydrology, climatology, geography and ecology and is key to understanding the variation of life on t…
A news-based climate policy uncertainty index for China
Abstract Climate policies can have a significant impact on the economy. However, these policies have often been associated with uncertainty. Quantitative assessment of the socioec…
Generation of a global synthetic tropical cyclone hazard dataset using STORM
Abstract Over the past few decades, the world has seen substantial tropical cyclone (TC) damages, with the 2017 Hurricanes Harvey, Irma and Maria entering the top-5 costliest Atla…
Depth-to-bedrock map of China at a spatial resolution of 100 meters
Abstract Depth to bedrock influences or controls many of the Earth’s physical and chemical processes. It plays important roles in soil science, geology, hydrology, land surface pr…
Global distribution data for cattle, buffaloes, horses, sheep, goats, pigs, chickens and ducks in 2010
Abstract Global data sets on the geographic distribution of livestock are essential for diverse applications in agricultural socio-economics, food security, environmental impact a…
LandScan Global 30 Arcsecond Annual Global Gridded Population Datasets from 2000 to 2022
Abstract Oak Ridge National Laboratory (ORNL) annually develops the LandScan Global (LSG) dataset, a 30 arcsecond global gridded population dataset representing global ambient hum…
A continuous real-world dataset comprising wearable-based heart rate variability alongside sleep diaries
Abstract Wearable technology is a promising tool for everyday health monitoring, with heart rate variability (HRV) providing key insights into current and potential health conditi…
N-doped MXenes for tribological applications: A high-throughput DFT dataset
Abstract MXenes have emerged as a prominent class of two-dimensional materials in the field of solid lubrication, and nitrogen doping has recently been identified as an effective …
Ethnicity data resource in population-wide health records: completeness, coverage and granularity of diversity
Abstract Intersectional social determinants including ethnicity are vital in health research. We curated a population-wide data resource of self-identified ethnicity data from ove…
GLOBathy, the global lakes bathymetry dataset
Abstract Waterbodies (natural lakes and reservoirs) are a critical part of a watershed’s ecological and hydrological balance, and in many cases dictate the downstream river flows …
The global spectrum of plant form and function: enhanced species-level trait dataset
Abstract Here we provide the ‘Global Spectrum of Plant Form and Function Dataset’, containing species mean values for six vascular plant traits. Together, these traits –plant heig…
Utility-driven assessment of anonymized data via clustering
Abstract In this study, clustering is conceived as an auxiliary tool to identify groups of special interest. This approach was applied to a real dataset concerning an entire Portu…
A polymer dataset for accelerated property prediction and design
Abstract Emerging computation- and data-driven approaches are particularly useful for rationally designing materials with targeted properties. Generally, these approaches rely on …
A global database of lake surface temperatures collected by in situ and satellite methods from 1985–2009
Abstract Global environmental change has influenced lake surface temperatures, a key driver of ecosystem structure and function. Recent studies have suggested significant warming …
A global dataset of terrestrial biological nitrogen fixation
Abstract Biological nitrogen fixation (BNF) is the main natural source of new nitrogen inputs in terrestrial ecosystems, supporting terrestrial productivity, carbon uptake, and ot…
A multiscale X-ray phase-contrast tomography dataset of a whole human left lung
Abstract Technological advancements in X-ray imaging using bright and coherent synchrotron sources now allows the decoupling of sample size and resolution while maintaining high s…
Lidar-derived digital surface model of Stromboli island updated to August 2023
Abstract Digital surface models reproduce the 3D topography of a territory at different spatial resolutions depending on the acquisition technique of source data. In active and de…
High resolution paddy rice maps in cloud-prone Bangladesh and Northeast India using Sentinel-1 data
Abstract Knowledge of where, when, and how much paddy rice is planted is crucial information for understating of regional food security, freshwater use, climate change, and transm…
Bilateral international migration flow estimates updated and refined by sex
Abstract Females and males often migrate at different rates. Official data on sex-specific international migration flows are missing for most countries, prohibiting comparative me…
Global distribution of clay-size minerals on land surface for biogeochemical and climatological studies
Abstract Clay-size minerals play important roles in terrestrial biogeochemistry and atmospheric physics, but their data have been only partially compiled at global scale. We prese…
A quantum chemical molecular dynamics repository of solvated ions
Abstract The importance of ion-solvent interactions in predicting specific ion effects in contexts ranging from viral activity through to electrolyte viscosity cannot be underesti…
ApisTox: a new benchmark dataset for the classification of small molecules toxicity on honey bees
Abstract The global decline in bee populations poses significant risks to agriculture, biodiversity, and environmental stability. To bridge the gap in existing data, we introduce …
Longitudinal test-retest neuroimaging data from healthy young adults in southwest China
Abstract Multimodal magnetic resonance imaging (mMRI) has been widely used to map the structure and function of the human brain, as well as its behavioral associations. However, t…
GOODD, a global dataset of more than 38,000 georeferenced dams
Abstract By presenting the most comprehensive GlObal geOreferenced Database of Dams to date containing more than 38,000 dams as well as their associated catchments, we enable new …
A natural language fMRI dataset for voxelwise encoding models
Abstract Speech comprehension is a complex process that draws on humans’ abilities to extract lexical information, parse syntax, and form semantic understanding. These sub-process…
ATOMIX benchmark datasets for dissipation rate measurements using shear probes
Abstract Turbulent mixing in the ocean, lakes and reservoirs facilitates the transport of momentum, heat, nutrients, and other passive tracers. Turbulent fluxes are proportional t…
A global database of diversified farming effects on biodiversity and yield
Abstract With the Convention on Biological Diversity conference (COP15), United Nations Climate Change Conference (COP26), and United Nations Food Systems Summit, 2021 is a pivota…
A new two-decade (2001–2019) high-resolution agricultural primary productivity dataset for India
Abstract The present study describes a new dataset that estimates seasonally integrated agricultural gross primary productivity (GPP). Several models are being used to estimate GP…
Metagenomes, metatranscriptomes and microbiomes of naturally decomposing deadwood
Abstract Deadwood represents significant carbon (C) stock in a temperate forests. Its decomposition and C mobilization is accomplished by decomposer microorganisms – fungi and bac…
ACO2 clinicobiological dataset with extensive phenotype ontology annotation
Abstract Pathogenic variants of the aconitase 2 gene ( ACO2 ) are responsible for a broad clinical spectrum involving optic nerve degeneration, ranging from isolated optic neuropa…
StreetSurfaceVis: a dataset of crowdsourced street-level imagery annotated by road surface type and quality
Abstract Road unevenness significantly impacts the safety and comfort of traffic participants, especially vulnerable groups such as cyclists and wheelchair users. To train models …
A harmonized dataset of sediment diatoms from hundreds of lakes in the northeastern United States
Abstract Sediment diatoms are widely used to track environmental histories of lakes and their watersheds, but merging datasets generated by different researchers for further large…
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