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Showing 4151 to 4200 of 5157 works

Satellite Embedding: A Review

Satellite embeddings have become a practical interface between large-scale Earth observation data and downstream geospatial analysis, yet the liter ature is still organized mainly…

A Bayesian ground-motion model for volcano-tectonic earthquakes in southwest Iceland

Volcano-tectonic earthquakes in Iceland and other volcanic regions produce ground motions that differ systematically from those of ordinary shallow crustal tectonic earthquakes. T…

A kinematic rupture generator for ground-motion simulations: Validation and scenarios in South Iceland

Physics-based ground-motion simulation can reduce epistemic uncertainty in regions with sparse strong-motion data, but hazard applications require rupture ensembles that are physi…

Improving sub seasonal streamflow prediction for hydrological drought forecasting using machine learning in the Rhine R…

Accurate sub seasonal streamflow forecasts are essential for hydrological drought preparedness in large river basins with competing water demands. Traditional process based hydrol…

A Randomised Controlled Trial Assessing Infectious Disease Risks from Bathing in Inland Recreational Waters

Evidence to determine the suitability of water quality standards to prevent illness from recreation exposure in inland waters is limited. We report findings from four Hungarian fr…

Constraints on magma source conditions from hydraulic fracture models and seismic observations of dyke tip deceleration

Seismicity shows that magmatic dykes decelerate as they propagate laterally. Hydraulic fracture theory shows this deceleration relates to the coupling between the source and the d…

Empirical constraints on the fraction of surface latent heat flux reaching the top of atmosphere as net radiative cooli…

The transfer fraction η, defined as the ratio of net cloud radiative effect at the top of atmosphere to surface latent heat flux (η = |CRE_net| / LE), is a fundamental coupling pa…

Late Cretaceous channel flow in Western Arizona: Implications for the ancestral origin of metamorphic core complexes

The origin of ancestral ’extensional’ shear fabrics in metamorphic core complexes (MCCs) in the Colorado River Extensional Corridor remains a tectonic mystery. Here we show that L…

The three causal pathways of ENSO teleconnections to High Mountain Asia winter precipitation

High Mountain Asia (HMA), spanning from the Hindu Kush to the Tibetan Plateau, encompasses tropical and subtropical regions highly susceptible to extreme precipitation events and …

Time domain full waveform inversion with decomposed Gauss-Newton Hessian

Full waveform inversion (FWI), a nonlinear data fitting approach for parameter estimation, is generally implemented with local optimization methods. The convergence of the iterati…

Direct mapping of plantation forest aboveground biomass change with deep learning and SAR-optical fusion

Accurately tracking changes in forest aboveground biomass (ΔAGB) is necessary for understanding global carbon dynamics. Traditional approaches estimate ΔAGB indirectly by differen…

Comparing Process-Based and Machine Learning Models for Streamflow Prediction in the Kaligandaki River Basin, Nepal

Reliable daily streamflow prediction is critical for hydropower operations, flood risk management, and irrigation planning in monsoon-dominated Himalayan river basins. While both …

Gravity–topography regression across Antarctica: implications for isostatic regimes and subglacial crustal structure

We investigate the relationship between Bouguer disturbance and equivalent topography across Antarctica using satellite gravity data, under the assumption that a linear relationsh…

Harmonized global to regional gridded methane inventories in a discrete global grid framework

Existing gridded methane emission inventories vary widely in resolution, sector schemes, formats, and units, hindering cross-comparison, integration with measurements, and use in …

Annual electricity access rate dataset for Africa from 2000-2021

Accurate and spatially explicit electricity access data are essential for electrification planning and policy evaluation in Africa, yet existing data are often survey-based, infre…

"A valid mixture of anxiety, despair, rage, grief": Canadian clinician perspectives on climate-related extreme weather …

Climate change has been increasingly recognized as a determinant of mental health, yet limited research has examined how mental health care systems and clinicians are perceiving a…

Microplastic deposition controlled by fluvial sedimentary facies in an urban river

Microplastic particles (MP) are characterised by their irregular shapes, lower density relative to natural grains, often failing at subscribing to sedimentological transport laws …

Generation of Orientation-Independent Response Spectrum Matched Records Satisfying Minimum Fourier Amplitude and Power…

The seismic design and assessment of critical infrastructure, particularly within the nuclear industry, relies heavily on acceleration time histories compatible with a Design Resp…

Spatially and temporally dense measurements reveal meteorological driver of atmospheric mercury variability

The environmental fate of mercury (Hg) is determined by its atmospheric processing, yet the relative role of surface fluxes, chemistry, and transport on atmospheric loadings remai…

Global Temperature Anomalies in Practice: An Open, Reproducible Framework for Baseline Harmonisation and ENSO-Aware Vis…

We present a reproducible pipeline for downloading, processing, and harmonising global temperature anomaly series from HadCRUT5, GISTEMP, NOAAGlobalTemp, Berkeley Earth, and ERA5.…

EARLY PLIOCENE DRAWDOWN AND EXPANSION OF THE ANTARCTIC PENINSULA ICE SHEET IN MARGUERITE BAY

The Antarctic Peninsula Ice Sheet (APIS) is situated in a rapidly and persistently warming region of Antarctica and its behavior under warmer conditions projected for Earth’s futu…

Mineral stabilization of soil organic sulfur at the continental scale

Declining atmospheric sulfur (S) deposition makes S an emerging limiting macronutrient to plants, yet the stability and dynamics of soil organic S - the largest terrestrial S pool…

Was there an ocean between the North China-Qaidam and Tarim blocks connecting the Mongol-Okhotsk and Paleo-Tethys ocean…

The tectonic history of the final amalgamation of Eurasia is puzzling: geological and paleomagnetic data yield contrasting interpretations. Paleomagnetism shows that the North Chi…

Prioritizing Agricultural Flood Mitigation: A GeoAI-Driven Assessment of Susceptibility, Crop Exposure, and Socioeconom…

Flooding is a recurrent hazard across the U.S. Midwest, yet frameworks integrating flood hazard, agricultural exposure, and socioeconomic vulnerability at the county scale remain …

Engineering AI-Assisted Client-Side Scientific Workflows: WebGPU Inference Architecture and Framework for Privacy-Prese…

Deep learning has demonstrated strong potential for improving hydrological predictions, yet its practical adoption remains limited by software complexity, infrastructure requireme…

Extreme changes in water level regenerate reed stands and a stable water regime leads to die-off: lessons from the ana…

Reed wetlands are key to the productivity of shallow lakes, and their condition is tightly governed by water level variability. Using long-term satellite observations, we provide …

HydroModelSpec: Toward Standardized Machine Learning Model Exchange in Hydrology

The rapid growth of deep learning models for hydrological forecasting (e.g., CNNs, LSTMs, Transformers) has created a fragmented ecosystem where trained models remain tied to thei…

Awareness and Action: An Exploration Between Public Perception and Space Industry Priorities Regarding Sustainability

As issues regarding sustainability continue to grow more urgent and prevalent to everyday life, it is important to recognize whether society fully understands what is occurring. T…

R-critical constraints on relamination efficiency: The role of mechanical coupling in continental crust recycling

Relamination—the reincorporation of deeply subducted continental crust into the overriding plate—has been proposed as a major mechanism for continental growth and differentiation.…

ENSO Modulation of the Amazonian Low-Level Jet: More Moisture, Less Rain, and the Role of Land Surface Reception

The Amazonian Low-Level Jet (ALLJ) carries moisture from the tropical Atlantic coast into the basin interior, sustaining wet-season convection. Here we analyze 45 years of ERA5 re…

Future Strengthening of North Atlantic Anthropogenic Carbon Transport Despite AMOC Weakening

The North Atlantic is a major hotspot for the uptake, accumulation, and storage of anthropogenic carbon (Canth), processes that are closely linked to the Atlantic Meridional Overt…

Unequal weather exposure across teams and groups at the 2026 FIFA World Cup: an event-based analysis using hourly reana…

The connection between climate change and sports is evident, as sports contribute to environmental challenges, while climate change impacts the conditions for playing, organizing,…

An adaptive hybrid model for wildfire front forecasting based on cellular automata, multi-agent UAV observations, and b…

This study presents a retrospective case-study evaluation of a hybrid framework for daily wildfire-front forecasting during the 2021 Dixie Fire in California, USA. The framework c…

A Petrographic P-Axis as an Independent State Coordinate of Coal Organic Matter: Decoupling of Organic Sulfur and Inorg…

This study proposes an architectural framework for coal organic matter in which geochemical behavior emerges from the interaction of partially independent subsystems rather than f…

Hydrogen and CO₂ Co-Storage in Mature Reservoirs: A New Frontier for the Energy Transition

The shift towards low-carbon energy systems necessitates large-scale strategies for managing carbon dioxide (CO₂) and storing renewable energy. Geological formations beneath the E…

A benchmark deep learning dataset for the classification of supraglacial lake drainage mechanism across the central-wes…

Supraglacial lakes on the Greenland Ice Sheet drain through physically distinct pathways: hydrofracture, moulins, lateral stream routing, and crevasse-fields. Each drainage mechan…

Resolving the SAI Trilemma with a Novel Core–Shell Mineral Aerosol: DoloSil-20, a Silica-Passivated Dolomite Architectu…

Conventional stratospheric aerosol injection (SAI) strategies based on liquid sulfate aerosols (H2SO4.H2O) introduce well-documented risks of catalytic ozone destruction and strat…

NOVEL & RAPID PROCESSING OF UAS IMAGERY FOR TARGETED CYANOBACTERIAL HARMFUL ALGAL BLOOM SAMPLING​

Unmanned aerial systems (UAS) are an efficient way to monitor and sample algal biomass including cyanobacterial harmful algal blooms (CyanoHABs). However, conventional methods to …

Fluid Flow Induced by Seismic Waves in Fractures

A theoretical and numerical analysis is presented on the squeezed film of an incompressible fluid between two parallel fracture walls induced by seismic waves at normal incidence.…

ATMOSPHERIC DEPOSITION AND SOURCE APPORTIONMENT OF MERCURY AND LEAD OVER THE LAST 150 YEARS IN HIGHLAND PEATLANDS OF SO…

Trace elements like mercury (Hg) and lead (Pb) are major global pollutants subject to long-range atmospheric transport, posing a threat for human and environmental health at a glo…

Lunar Formation via Triple Phase Transition in the Differentiating Proto-Earth

Where does the Moon come from? This question has no agreed answer. This work proposes that the Moon was born from the Earth itself — not from a collision with a foreign body, but…

Development and Evaluation of the High-Resolution MUSICA UK Domain: A Case Study of Global and Regional Biomass Burning…

Regional air quality models provide insights into local pollution and exposure, but limitations in representing large-scale atmospheric processes and long-range transport can intr…

The Largest Mountain Belt of the Last Billion Years: The East African Orogen, its tectono-topographic evolution and glo…

Hutton’s Principle of Uniformitarianism suggests that the present is the key to the past, and in the present, Earth’s topography is dominated by the Himalaya. The geological recor…

Local heat islands and vegetation losses are microclimatic consequences of global data centers

The explosion in cloud computing and artificial intelligence has driven a rapid expansion of data centers. While the immense energy and water consumption of these facilities is we…

Downstream patterns in bedrock valley morphology encode climatic and tectonic forcing

Fluvially-carved bedrock valleys are ubiquitous landscape features. Vertical incision into underlying bedrock generates valley relief, whereas lateral migration of the river chann…

Public Understanding of the Atmospheric River Scale

Atmospheric rivers (ARs) are long, narrow bands of moisture in the atmosphere that transport large amounts of water vapor, producing hazards ranging from heavy rain to high winds …

Rapid quantification of fluorescent micro- and nanoplastics (≤2 μm) in soil

Micro- and nanoplastics (MNP) pose an emerging threat to soil ecosystems, with particular concern for small MNP (≤10 µm). Although small fluorescent MNP are widely used to track M…

Forecasting Lives Lost to Climate Change

This review synthesises empirical evidence linking global mean surface temperature to climate mortality through undernourishment, heat, extreme events, conflict, and disease, and …

AI–Based Classification of Coffee Leaf Rust from Leaf Images in Smallholder Kenyan Farms

Coffee leaf rust (CLR), caused by Hemileia vastatrix, remains a major threat to smallholder coffee production, yet access to timely and actionable disease risk information is limi…

Post-glacial sedimentary evolution and stratigraphy of the shallow offshore areas of the Shetland Islands (UK)

We present a high-resolution seismic–sedimentological reconstruction of post-glacial sedimentation in three shallow offshore basins around the Shetland Islands (Dury Voe, Colgrave…

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