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Showing 45001 to 45050 of 59105 works
China CO2 emission accounts 1997–2015
Abstract China is the world’s top energy consumer and CO 2 emitter, accounting for 30% of global emissions. Compiling an accurate accounting of China’s CO 2 emissions is the first…
A global, empirical, harmonised dataset of soil organic carbon changes under perennial crops
Abstract A global, unified dataset on Soil Organic Carbon (SOC) changes under perennial crops has not existed till now. We present a global, harmonised database on SOC change resu…
Ground-truthed and high-resolution drone images of the leafy spurge weed plant (Euphorbia esula)
Abstract This dataset comprises 1.3 cm resolution aerial images of grasslands in western Montana, USA, captured by a commercial drone. Many scenes contain leafy spurge ( Euphorbia…
CloudSEN12, a global dataset for semantic understanding of cloud and cloud shadow in Sentinel-2
Abstract Accurately characterizing clouds and their shadows is a long-standing problem in the Earth Observation community. Recent works showcase the necessity to improve cloud det…
A global dataset for crop production under conventional tillage and no tillage systems
Abstract No tillage (NT) is often presented as a means to grow crops with positive environmental externalities, such as enhanced carbon sequestration, improved soil quality, reduc…
Measuring Subnational Trade Competitiveness
Abstract Much research has tried to measure the competitiveness of territorial units such as countries and subnational regions. We propose new measures of subnational trade compet…
Mapping hydrologic alteration and ecological consequences in stream reaches of the conterminous United States
Abstract Environmental flows are critical for balancing societal water needs with that of riverine ecosystems; however, data limitations often hinder the development of predictive…
A new daily quarter degree sea level anomaly product from CryoSat-2 for ocean science and applications
Abstract The European Space Agency launched CryoSat-2 as the first European ice mission in 2010. Its advanced altimeter met primary objectives concerned with sea ice thickness and…
A Dynamically Consistent ENsemble of Temperature at the Earth surface since 1850 from the DCENT dataset
Abstract Accurate historical records of Earth’s surface temperatures are central to climate research and policy development. Widely-used estimates based on instrumental measuremen…
Intracranial electrophysiological recordings from the human brain during memory tasks with pupillometry
Abstract Data comprise intracranial EEG (iEEG) brain activity represented by stereo EEG (sEEG) signals, recorded from over 100 electrode channels implanted in any one patient acro…
Categorized contrast enhanced mammography dataset for diagnostic and artificial intelligence research
Abstract Contrast-enhanced spectral mammography (CESM) is a relatively recent imaging modality with increased diagnostic accuracy compared to digital mammography (DM). New deep le…
Massive online data annotation, crowdsourcing to generate high quality sleep spindle annotations from EEG data
Abstract Spindle event detection is a key component in analyzing human sleep. However, detection of these oscillatory patterns by experts is time consuming and costly. Automated d…
A physiological signal database of children with different special needs for stress recognition
Abstract This study presents a new dataset AKTIVES for evaluating the methods for stress detection and game reaction using physiological signals. We collected data from 25 childre…
The Canadian Fire Spread Dataset
Abstract Satellite data are effective for mapping wildfires, particularly in remote locations where monitoring is rare. Geolocated fire detections can be used for enhanced fire ma…
BAGLS, a multihospital Benchmark for Automatic Glottis Segmentation
Abstract Laryngeal videoendoscopy is one of the main tools in clinical examinations for voice disorders and voice research. Using high-speed videoendoscopy, it is possible to full…
An Extended VIIRS-like Artificial Nighttime Light Data Reconstruction (1986–2024)
Abstract Artificial Night-Time Light (NTL) remote sensing is a vital proxy for quantifying the intensity and spatial distribution of human activities. Although the NPP-VIIRS senso…
Mining of novel secondary metabolite biosynthetic gene clusters from acid mine drainage
Abstract Acid mine drainage (AMD) is usually acidic (pH < 4) and contains high concentrations of dissolved metals and metalloids, making AMD a typical representative of extreme en…
Manual segmentation of opacities and consolidations on CT of long COVID patients from multiple annotators
Abstract The field of supervised automated medical imaging segmentation suffers from relatively small datasets with ground truth labels. This is especially true for challenging se…
C3VDv2 - Colonoscopy 3D video dataset with enhanced realism
Abstract Spatial computer vision techniques have the potential to improve the diagnostic performance of colonoscopy. However, the lack of 3D colonoscopy datasets for training and …
A global dataset of average specific yield for soils
Abstract Specific yield ( S y ) stands as a critical parameter and a significant source of error in groundwater simulations. However, there is still a lack of reliable global S y …
A resource for automated search and collation of geochemical datasets from journal supplements
Abstract This article presents a resource for automated search, extraction and collation of geochemical and geochronological data from the Figshare repository using web scraping c…
EU-Trees4F, a dataset on the future distribution of European tree species
Abstract We present “ EU-Trees4F ”, a dataset of current and future potential distributions of 67 tree species in Europe at 10 km spatial resolution. We provide both climatically …
Remote sEnsing obServations of source Parameters and data IntegRation at EtnA: the RESPIRA database
Abstract Eruption Source Parameters (ESPs) are fundamental for quantifying paroxysm episodes and are essential inputs for volcanic ash dispersal models used to forecast tephra fal…
The draft genome sequence of an upland wild rice species, Oryza granulata
Abstract Exploiting novel gene sources from wild relatives has proven to be an efficient approach to advance crop genetic breeding efforts. Oryza granulata , with the GG genome ty…
NAMPHORA: a fossil and modern pollen database from Northern Africa and adjacent Mediterranean and Arabian regions
Abstract Northern Africa’s climate and vegetation underwent significant changes throughout the Holocene, particularly in connection with the termination of the African Humid Perio…
SangsterLogP - the largest publicly available dataset of logP values
Abstract We present SangsterLogP , the largest publicly available curated dataset of experimental logP values, comprising more than 23k unique molecules, with experimental logP va…
A dataset of rodent cerebrovasculature from in vivo multiphoton fluorescence microscopy imaging
Abstract We present MiniVess, the first annotated dataset of rodent cerebrovasculature, acquired using two-photon fluorescence microscopy. MiniVess consists of 70 3D image volumes…
The Ireland BioClim dataset for observational and future climate projections
Abstract Bioclimatic variables are essential indicators used across disciplines including ecology, geography, environmental science, and regional planning. While global datasets s…
GaitRec-VR: 3D Gait Analysis for Walking Overground with and without a Head-Mounted-Display in Virtual Reality
Abstract This data descriptor introduces GaitRec-VR , a 3D gait analysis dataset consisting of 20 healthy participants (9 males, 11 females, age range 21–56) walking at self-selec…
CT and cone-beam CT of ablative radiation therapy for pancreatic cancer with expert organ-at-risk contours
Abstract We describe a dataset from patients who received ablative radiation therapy for locally advanced pancreatic cancer (LAPC), consisting of computed tomography (CT) and cone…
Expansion of the cassava brown streak pandemic in Uganda revealed by annual field survey data for 2004 to 2017
Abstract Cassava brown streak disease (CBSD) is currently the most devastating cassava disease in eastern, central and southern Africa affecting a staple crop for over 700 million…
Female and male life tables for seven wild primate species
Abstract We provide male and female census count data, age-specific survivorship, and female age-specific fertility estimates for populations of seven wild primates that have been…
A database of synthetic inelastic neutron scattering spectra from molecules and crystals
Abstract Inelastic neutron scattering (INS) is a powerful tool to study the vibrational dynamics in a material. The analysis and interpretation of the INS spectra, however, are of…
AtOM, an ontology model to standardize use of brain atlases in tools, workflows, and data infrastructures
Abstract Brain atlases are important reference resources for accurate anatomical description of neuroscience data. Open access, three-dimensional atlases serve as spatial framewor…
A dataset on African bats’ functional traits
Abstract Trait-based approaches are becoming extremely common in ecological modeling and the availability of traits databases is increasing. However, data availability is often bi…
STHELAR, a multi-tissue dataset linking spatial transcriptomics and histology for cell type annotation
Abstract Understanding the composition of the tumor microenvironment is critical for cancer research. Spatial transcriptomics profiles gene expressions in spatial context, reveali…
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