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Showing 44251 to 44300 of 59105 works
VegVault dataset: linking global paleo-, and neo-vegetation data with functional traits and abiotic drivers
Abstract Understanding the dynamics and persistence of biodiversity patterns over short (contemporary) and long (thousands of years) time scales is crucial for predicting ecosyste…
Human connective tissue - 3D datasets to characterise the material properties
Abstract These datasets were aimed at measuring the distribution of human connective tissue and characterising the material properties. We, therefore, used the existing datasets o…
Intelligence Assessment of Children & Youth Benefiting from Psychological-Educational Support System in Poland
Abstract This article presents a unique dataset comprising 419,135 intelligence assessment results. The study utilised the Polish adaptation of the Stanford-Binet Intelligence Sca…
Hypothalamus-pituitary-gonad axis transcriptome profiling for sex differentiation in Acipenser sinensis
Abstract Chinese sturgeon ( Acipenser sinensis ), a critically endangered Acipenseridae family member, is one of the largest anadromous, native fish in China. Numerous research pr…
High-throughput identification of protein functional similarities using a gene-expression-based siRNA screen
Abstract A gene expression-based siRNA screen was used to evaluate functional similarity between genetic perturbations to identify functionally similar proteins. A siRNA library (…
Iberian fish records in the vertebrate collection of the Museum of Zoology of the University of Navarra
Abstract The study of freshwater fish species biodiversity and community composition is essential for understanding river systems, the effects of human activities on rivers, and t…
Dataset for Evaluating the Production of Phonotactically Legal and Illegal Pseudowords
Abstract The “MEG-GLOUPS” dataset offers a curated collection of raw magnetoencephalography recordings from seventeen French participants engaged in a pseudoword learning task as …
Coronavirus research topics, tracking twenty years of research
Abstract Research publications aimed at understanding the various aspects of Coronaviruses, particularly COVID-19, have significantly shaped our knowledge base. While the urgency …
Optical breast atlas as a testbed for image reconstruction in optical mammography
Abstract We present two optical breast atlases for optical mammography, aiming to advance the image reconstruction research by providing a common platform to test advanced image r…
Harmonized and high-quality datasets of aerosol optical depth at a US continental site, 1997–2018
Abstract Aerosol optical depth (AOD) characterizes the aerosol burden in the atmosphere, while its wavelength dependence is a sign of particle size. Long-term records of wavelengt…
Morphometric dataset of Varanus salvator for non-invasive sex identification using machine learning
Abstract Reliable sex identification in Varanus salvator traditionally relied on invasive methods like genetic analysis or dissection, as less invasive techniques such as hemipene…
Time-course RNAseq data of murine AB1 mesothelioma and Renca renal cancer following immune checkpoint therapy
Abstract Time-critical transcriptional events in the immune microenvironment are important for response to immune checkpoint blockade (ICB), yet these events are difficult to char…
Manually-parcellated gyral data accounting for all known anatomical variability
Abstract Morphometric brain changes occur throughout the lifetime and are often investigated to understand healthy ageing and disease, to identify novel biomarkers, and to classif…
Projecting 1 km-grid population distributions from 2020 to 2100 globally under shared socioeconomic pathways
Abstract Spatially explicit population grid can play an important role in climate change, resource management, sustainable development and other fields. Several gridded datasets a…
Linkage disequilibrium maps for European and African populations constructed from whole genome sequence data
Abstract Quantification of linkage disequilibrium (LD) patterns in the human genome is essential for genome-wide association studies, selection signature mapping and studies of re…
Time-lapse imagery and volunteer classifications from the Zooniverse Penguin Watch project
Abstract Automated time-lapse cameras can facilitate reliable and consistent monitoring of wild animal populations. In this report, data from 73,802 images taken by 15 different P…
Comprehensive Dataset on Electrical Load Profiles for Energy Community in Ireland
Abstract This paper describes a comprehensive energy-related dataset, collected from residential electricity households within an energy community in Ireland, as part of StoreNet …
Lumbar spine segmentation in MR images: a dataset and a public benchmark
Abstract This paper presents a large publicly available multi-center lumbar spine magnetic resonance imaging (MRI) dataset with reference segmentations of vertebrae, intervertebra…
Chromosome-level genome assembly and annotation of the gynogenetic large-scale loach (Paramisgurnus dabryanus)
Abstracts The large-scale loach ( Paramisgurnus dabryanus ; Cypriniformes: Cobitidae) is primarily distributed in East Asia. It is an important economic fish species characterized…
European pollen reanalysis, 1980–2022, for alder, birch, and olive
Abstract The dataset presents a 43 year-long reanalysis of pollen seasons for three major allergenic genera of trees in Europe: alder ( Alnus ), birch ( Betula ), and olive ( Olea…
Balanced X-ray Security Dataset and Enhanced YOLO for Contraband Detection
Abstract To address critical challenges in X-ray contraband detection—including severe class imbalance in existing datasets, scarcity of high-quality annotated data, and poor mode…
A high-resolution map of reactive nitrogen inputs to China
Abstract To feed an increasingly affluent population, reactive nitrogen (Nr) inputs to China’s lands and waters have substantially increased over the past century. Today, China’s …
Crop Type Maps for Operational Global Agricultural Monitoring
Abstract Crop type maps identify the spatial distribution of crop types and underpin a large range of agricultural monitoring applications ranging from early warning of crop short…
BigSolDB 2.0, dataset of solubility values for organic compounds in different solvents at various temperatures
Abstract Solubility is one of the key properties of organic compounds that determines their applications in chemistry, materials science and pharmaceuticals. However, predicting s…
The Poses for Equine Research Dataset (PFERD)
Abstract Studies of quadruped animal motion help us to identify diseases, understand behavior and unravel the mechanics behind gaits in animals. The horse is likely the best-studi…
A residential labeled dataset for smart meter data analytics
Abstract Smart meter data is a cornerstone for the realization of next-generation electrical power grids by enabling the creation of novel energy data-based services like providin…
Building a knowledge graph to enable precision medicine
Abstract Developing personalized diagnostic strategies and targeted treatments requires a deep understanding of disease biology and the ability to dissect the relationship between…
Flow dynamics in rivers with riffle-pool morphology: a dataset from case studies and field experiments
Abstract Bars and pools, common for natural riverbeds, form sequential patterns due to interactions between river flow, alluvium and vegetation. While the morphodynamics of bar-po…
ImmPort, toward repurposing of open access immunological assay data for translational and clinical research
Abstract Immunology researchers are beginning to explore the possibilities of reproducibility, reuse and secondary analyses of immunology data. Open-access datasets are being appl…
A global distributed basin morphometric dataset
Abstract Basin morphometry is vital information for relating storms to hydrologic hazards, such as landslides and floods. In this paper we present the first comprehensive global d…
A long-term reconstruction of a global photosynthesis proxy over 1982–2023
Abstract Satellite-observed solar-induced chlorophyll fluorescence (SIF) is a powerful proxy for the photosynthetic characteristics of terrestrial ecosystems. Direct SIF observati…
A 204-subject multimodal neuroimaging dataset to study language processing
Abstract This dataset, colloquially known as the Mother Of Unification Studies (MOUS) dataset, contains multimodal neuroimaging data that has been acquired from 204 healthy human …
Development of a Flame Retardant and an Organohalogen Flame Retardant Chemical Inventory
Abstract There have been many attempts to compile comprehensive lists of flame retardants. However, this goal has proven challenging due to the heterogeneity of compounds that can…
Global terrestrial Human Footprint maps for 1993 and 2009
Abstract Remotely-sensed and bottom-up survey information were compiled on eight variables measuring the direct and indirect human pressures on the environment globally in 1993 an…
DEDDIAG, a domestic electricity demand dataset of individual appliances in Germany
Abstract Real-world domestic electricity demand datasets are the key enabler for developing and evaluating machine learning algorithms that facilitate the analysis of demand attri…
Chinese diabetes datasets for data-driven machine learning
Abstract Data of the diabetes mellitus patients is essential in the study of diabetes management, especially when employing the data-driven machine learning methods into the manag…
A twenty-year dataset of high-resolution maize distribution in China
Abstract China is the world’s second-largest maize producer, contributing 23% to global production and playing a crucial role in stabilizing the global maize supply. Therefore, ac…
Surface Water Transitions 1984–2022: A Global Dataset at Annual Resolution
Abstract Recent advances in satellite technology and cloud computing have enabled global-scale monitoring of long-term surface water changes. The dynamic nature of surface water, …
NEBULA101: an open dataset for the study of language aptitude in behaviour, brain structure and function
Abstract This paper introduces the “NEBULA101 - Neuro-behavioural Understanding of Language Aptitude” dataset, which comprises behavioural and brain imaging data from 101 healthy …
Perceptions of science, science communication, and climate change attitudes in 68 countries – the TISP dataset
Abstract Science is integral to society because it can inform individual, government, corporate, and civil society decision-making on issues such as public health, new technologie…
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