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Showing 4201 to 4250 of 8381 works
Fetal electrocardiograms, direct and abdominal with reference heartbeat annotations
Abstract Monitoring fetal heart rate (FHR) variability plays a fundamental role in fetal state assessment. Reliable FHR signal can be obtained from an invasive direct fetal electr…
Tracking vegetation phenology across diverse North American biomes using PhenoCam imagery
Abstract Vegetation phenology controls the seasonality of many ecosystem processes, as well as numerous biosphere-atmosphere feedbacks. Phenology is also highly sensitive to clima…
A review of European-funded projects implementing living labs for the sustainability of agri-food systems
Abstract Increasing awareness of the complex challenges faced by our agri-food systems highlights the need to rethink current governance models. In this context, Living Labs (LLs)…
The North-Eastern Europe and Northern Asia isotopic dataset of bioarchaeological samples (NEENA)
Abstract The North-Eastern Europe and Northern Asia open-access dataset (NEENA) is a compilation of over 18,700 isotopic measurements (δ 13 C, δ 15 N, δ 34 S, δ 18 O, 87 Sr/ 86 Sr…
LiDAR-based reference aboveground biomass maps for tropical forests of South Asia and Central Africa
Abstract Accurate mapping and monitoring of tropical forests aboveground biomass (AGB) is crucial to design effective carbon emission reduction strategies and improving our unders…
A diffusion MRI tractography atlas for concurrent white matter mapping across Eastern and Western populations
Abstract The study of brain differences across Eastern and Western populations provides vital insights for understanding potential cultural and genetic influences on cognition and…
Mercury concentrations in biota in the Mediterranean Sea, a compilation of 40 years of surveys
Abstract The Mediterranean Region has a long lasting legacy of mercury mining activities and a high density of sub-marine volcanoes that has strongly contributed to its mercury bu…
Single-cell RNA sequencing of human kidney
Abstract A comprehensive cellular anatomy of normal human kidney is crucial to address the cellular origins of renal disease and renal cancer. Some kidney diseases may be cell typ…
A global drought dataset for Multivariate Composite Drought Index (MCDI) and its constituent drought indices
Abstract High-resolution drought index datasets are essential for drought monitoring and assessment. Despite numerous global/regional drought index datasets, the composite drought…
A cross-verified database of notable people, 3500BC-2018AD
Abstract A new strand of literature aims at building the most comprehensive and accurate database of notable individuals. We collect a massive amount of data from various editions…
Long-term Land Cover Dataset of the Mongolian Plateau Based on Multi-source Data and Rich Sample Annotations
Abstract The Mongolian Plateau (MP), with its unique geographical landscape and nomadic cultural features, is vital to regional ecological security and sustainable development in …
A multi-camera and multimodal dataset for posture and gait analysis
Abstract Monitoring gait and posture while using assisting robotic devices is relevant to attain effective assistance and assess the user’s progression throughout time. This work …
A multi-million image Serial Femtosecond Crystallography dataset collected at the European XFEL
Abstract Serial femtosecond crystallography is a rapidly developing method for determining the structure of biomolecules for samples which have proven challenging with conventiona…
Open Molecular Crystals 2025 (OMC25) dataset and models
Abstract The development of accurate and efficient machine learning models for predicting the structure and properties of molecular crystals has been hindered by the scarcity of p…
A WAV file dataset of bottlenose dolphin whistles, clicks, and pulse sounds during trawling interactions
Abstract Globally, interactions between fishing activities and dolphins are cause for concern due to their negative effects on both mammals and fishermen. The recording of acousti…
A Data Engineering Framework for Ethereum Beacon Chain Rewards: From Data Collection to Decentralization Metrics
Abstract Ethereum, one of the leading smart contract blockchain platforms, currently operates on a Proof-of-Stake (PoS) consensus mechanism designed to secure the network while in…
TCMP-300: A Comprehensive Traditional Chinese Medicinal Plant Dataset for Plant Recognition
Abstract Traditional Chinese Medicinal Plants (TCMPs) are often used to prevent and treat diseases for the human body. Since various medicinal plants have different therapeutic ef…
EORNA, a barley gene and transcript abundance database
Abstract A high-quality, barley gene reference transcript dataset (BaRTv1.0), was used to quantify gene and transcript abundances from 22 RNA-seq experiments, covering 843 separat…
Individual Brain Charting dataset extension, third release for movie watching and retinotopy data
Abstract The Individual Brain Charting (IBC) is a multi-task functional Magnetic Resonance Imaging dataset acquired at high spatial-resolution and dedicated to the cognitive mappi…
A dataset on human perception of and response to wildfire smoke
Abstract Wildfire smoke presents a growing threat in the Western U.S.; and human health, transportation, and economic systems in growing western communities suffer due to increasi…
A dataset for bilateral lower limb muscle synergy patterns in unilateral anterior cruciate ligament reconstructed patie…
Abstract This data descriptor presents a bilateral lower limb muscle synergy dataset from 17 unilateral anterior cruciate ligament reconstruction athletes (9 men, 8 women; trainin…
Local sea level trends, accelerations and uncertainties over 1993–2019
Abstract Satellite altimetry missions provide a quasi-global synoptic view of sea level variations over more than 25 years and provide regional sea level (SL) indicators such as t…
From MS/MS library implementation to molecular networks: Exploring oxylipin diversity with NEO-MSMS
Abstract Oxylipins, small polar molecules derived from the peroxidation of polyunsaturated fatty acids (PUFAs), serve as biomarkers for many diseases and play crucial roles in hum…
Benchmarking bacterial taxonomic classification using nanopore metagenomics data of several mock communities
Abstract Taxonomic classification is crucial in identifying organisms within diverse microbial communities when using metagenomics shotgun sequencing. While second-generation Illu…
Simulated Sea Surface Salinity Data from a 1/48° Ocean Model
Abstract To study the validation process for sea surface salinity (SSS) we have generated one year (November 2011- October 2012) of simulated satellite and in situ “ground truth” …
RASMI: Global ranges of building material intensities differentiated by region, structure, and function
Abstract The construction materials used in buildings have large and growing implications for global material flows and emissions. Material Intensity (MI) is a metric that measure…
HANDdata – first-person dataset including proximity and kinematics measurements from reach-to-grasp actions
Abstract HANDdata is a dataset designed to provide hand kinematics and proximity vision data during reach to grasp actions of non-virtual objects, specifically tailored for autono…
Tensile testing data of additive manufactured ASTM D638 standard specimens with embedded internal geometrical features
Abstract Additive manufacturing (AM) is now widely used for research and industrial production. The benchmark data for mechanical properties of additively manufactured specimens i…
A synthesis of bacterial and archaeal phenotypic trait data
Abstract A synthesis of phenotypic and quantitative genomic traits is provided for bacteria and archaea, in the form of a scripted, reproducible workflow that standardizes and mer…
A global database of bird nest traits
Abstract The reproductive success of birds is closely tied to the characteristics of their nests. It is crucial to understand the distribution of nest traits across phylogenetic a…
A paired dataset of T1- and T2-weighted MRI at 3 Tesla and 7 Tesla
Abstract Brain magnetic resonance imaging (MRI) provides detailed soft tissue contrasts that are critical for disease diagnosis and neuroscience research. Higher MRI resolution ty…
The Allen Ancient DNA Resource (AADR) a curated compendium of ancient human genomes
Abstract More than two hundred papers have reported genome-wide data from ancient humans. While the raw data for the vast majority are fully publicly available testifying to the c…
Molecular, phenotypic, and sample-associated data to describe pluripotent stem cell lines and derivatives
Abstract The use of induced pluripotent stem cells (iPSC) derived from independent patients and sources holds considerable promise to improve the understanding of development and …
Ground far-red sun-induced chlorophyll fluorescence and vegetation indices in the US Midwestern agroecosystems
Abstract Sun-induced chlorophyll fluorescence (SIF) provides an opportunity to study terrestrial ecosystem photosynthesis dynamics. However, the current coarse spatiotemporal sate…
A multi-stage lithium-ion battery aging dataset using various experimental design methodologies
Abstract This dataset encompasses a comprehensive investigation of combined calendar and cycle aging in commercially available lithium-ion battery cells (Samsung INR21700-50E). A …
DISPERSE, a trait database to assess the dispersal potential of European aquatic macroinvertebrates
Abstract Dispersal is an essential process in population and community dynamics, but is difficult to measure in the field. In freshwater ecosystems, information on biological trai…
A large normative connectome for exploring the tractographic correlates of focal brain interventions
Abstract Diffusion-weighted MRI (dMRI) is a widely used neuroimaging modality that permits the in vivo exploration of white matter connections in the human brain. Normative struct…
Protective Policy Index (PPI) global dataset of origins and stringency of COVID 19 mitigation policies
Abstract We have developed and made accessible for multidisciplinary audience a unique global dataset of the behavior of political actors during the COVID-19 pandemic as measured …
A multimodal driver monitoring benchmark dataset for driver modeling in assisted driving automation
Abstract In driver monitoring various data types are collected from drivers and used for interpreting, modeling, and predicting driver behavior, and designing interactions. Aim of…
An open source knowledge graph ecosystem for the life sciences
Abstract Translational research requires data at multiple scales of biological organization. Advancements in sequencing and multi-omics technologies have increased the availabilit…
Microbial co-occurrence network demonstrates spatial and climatic trends for global soil diversity
Abstract Despite recent research efforts to explore the co-occurrence patterns of diverse microbes within soil microbial communities, a substantial knowledge-gap persists regardin…
hECA v2.0: an AI-ready ensemble cell atlas of single-cell RNA and ATAC sequencing data
Abstract With the growing accumulation of scattered single-cell data and the rapid advancement of artificial intelligence (AI), there is a pressing need for a high-quality, well-o…
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