Preprints
There are 7611 Preprints listed.
Daily Flood Mapping at 90 m Resolution Through Physically-Constrained CYGNSS–SAR Fusion
Published: 2026-09-11
Subjects: Physical Sciences and Mathematics
Satellite flood mapping faces a fundamental spatiotemporal trade-off: Synthetic Aperture Radar (SAR) missions provide high-resolution flood masks but revisit any given location only every 6–12 days, while GNSS Reflectometry observations from the CYGNSS constellation are available daily but at kilometer scale. Neither sensor alone suffices to track flood events evolving over 24–72 hours. We [...]
Assessment of global variations in the velocity–porosity relationship of marine sediments and rocks using the legacy data of scientific ocean drilling programs
Published: 2026-09-11
Subjects: Earth Sciences
The physical properties of sediments and rocks are routinely measured during scientific ocean drilling programs, as such data enable the recovered materials to be linked to geophysical observations and provide constraints on subseafloor lithology. However, lithological descriptions are not consistently linked to physical properties datasets for older drilling expeditions, thereby limiting global [...]
Multi-annual sub-pixel land cover mapping with TESSERA latent embeddings
Published: 2026-09-11
Subjects: Geography, Remote Sensing
Mapping land cover in highly heterogeneous landscapes is challenging, and classifications have inherent limitations where the spatial resolution of remotely sensed data exceeds the size of small objects. Sub-pixel land cover fraction maps based on medium-resolution optical remote sensing data like Landsat or Sentinel-2 overcome this limitation but are often not consistently available across [...]
Aged commercial imidacloprid formulation alters the thermal, optical, and electrical behavior of aqueous matrices
Published: 2026-09-11
Subjects: Environmental Sciences
Environmental persistence of neonicotinoid insecticides is influenced by their long-term stability and interactions with aqueous matrices. In this study, the thermal, optical, and electrical properties of a commercial imidacloprid formulation (Confidor 350 SC) were characterized under environmentally representative conditions. Solutions were prepared using three types of water (Distilled, Rain, [...]
Climate Change and Crop Production in The Gambia: Farmers’ Perceptions, Agricultural Practices, and Adaptation Strategies
Published: 2026-09-11
Subjects: Environmental Studies
Background Climate change threatens crop production, food security, and rural livelihoods, particularly where smallholder farmers depend on rain-fed agriculture. The Gambia is exposed to rising temperatures, rainfall variability, droughts, floods, land degradation, and coastal hazards. This study assessed crop farmers' perceptions of climate change, their agricultural practices and adaptation [...]
From data availability to evidence sufficiency. PIH MS as an auditable framework for diagnosing hydrogeological knowledge gaps in Mato Grosso do Sul, Brazil
Published: 2026-09-10
Subjects: Earth Sciences, Hydrology, Natural Resources Management and Policy
Groundwater registries can be extensive yet fail to demonstrate the evidence chain required to answer a hydrogeological question. We present PIH MS, an experimental framework that audits a bounded corpus of acquired records and makes knowledge gaps visible without predicting groundwater occurrence. The framework organises 12 evidence layers, nine knowledge dimensions, 39 declared requirement [...]
Reconstructing annual 30 m forest aboveground biomass across Southwest China’s karst region from 1986 to 2024
Published: 2026-09-10
Subjects: Engineering, Life Sciences, Physical Sciences and Mathematics
Fine-resolution reconstruction of multi-decadal forest aboveground biomass (AGB) remains challenging in karst landscapes, where steep terrain, fragmented stands, and strong environmental gradients can limit the regional transferability of national and global products. We developed a regionally adapted two-stage framework to reconstruct annual 30 m forest AGB across Southwest China’s karst region [...]
From Equations to Geospatial Foundation models. What comes next for forest prediction?
Published: 2026-09-10
Subjects: Life Sciences
Predicting forest attributes and dynamics has long been a central objective of forestry, yet robust and transferable prediction remains challenging. Forest ecosystems are intrinsically heterogeneous, only partially observable, and shaped by interacting processes operating across multiple spatial and temporal scales. Over the past decades, predictive modelling has expanded across methodological [...]
The explosive engine of the 2022 Hunga submarine eruption
Published: 2026-09-10
Subjects: Earth Sciences, Geophysics and Seismology, Physical Sciences and Mathematics, Volcanology
The 2022 submarine eruption of Hunga volcano, Tonga, was among the largest volcanic eruptions in the modern era, yet the processes controlling its explosive sequence remain poorly understood. Here we present the first detailed insight into the internal mechanics of an explosive cycle from teleseismic waveforms. Four eruptive episodes repeat an implosion-explosion cycle, separated by a 3-minute [...]
Formation, redistribution, and stabilization of framboidal pyrite in shallowly buried deep-sea sediments
Published: 2026-09-10
Subjects: Sedimentology
Framboidal pyrite is widespread in anoxic marine sediments, but the processes that control the redistribution and preservation of pyrite aggregates after their formation remain poorly constrained. Here, I examine the microfabric and spatial organization of framboidal pyrite in shallowly buried deep-sea sediments from the Sagami Trough and the Sea of Japan using complementary freeze-dried and [...]
Ocean warming and acidification alter larval development and swimming behavior in the Atlantic sea scallop, Placopecten magellanicus
Published: 2026-09-10
Subjects: Animal Sciences, Biology, Ecology and Evolutionary Biology, Life Sciences, Marine Biology
Ocean warming (OW) and ocean acidification (OA) are expected to have wide-ranging consequences for populations in marine systems caused by organism-level responses at a range of life history stages, including early larval stages. The Atlantic sea scallop, Placopecten magellanicus, is an economically important bivalve species that may be vulnerable to ocean change, but larval responses remain [...]
Kaya-guided hybrid deep learning for leave-country-out estimation of national CO2 emissions: a 112-country benchmark with country-clustered inference, conformal uncertainty, and explainable AI
Published: 2026-09-10
Subjects: Environmental Sciences
Reliable national CO2 inventories underpin the Paris Agreement’s Enhanced Transparency 1national emissions modelling as leave-country-out (LOCO) estimation: predicting a country’s per-capita CO2 from eight-year trajectories of energy and socioeconomic covariates, with no access to its own emission history. Using Global Carbon Budget and Energy Institute data harmonized by Our World in Data, we [...]
Calibrated detection limits in routine Sentinel-1 products 50.6 hours before the Langtang Lirung rock–ice avalanche, Nepal
Published: 2026-09-09
Subjects: Earth Sciences, Geomorphology
On 26 August 2026 a rock–ice avalanche detached from Langtang Lirung, Nepal, and released a debris flood that crossed the Nepal–China border. Deformation preceding the failure has since been reported from a multi-month Sentinel-1 stack, and pre-event indications have been identified in commercial optical imagery. Both analyses began from a known failure location. This paper asks a different [...]
Reactive halogens drive rapid mercury oxidation in hot volcanic emission-plumes
Published: 2026-09-09
Subjects: Physical Sciences and Mathematics
Volcanoes release mercury (Hg) alongside gases and particles through continuous passive degassing and by explosive and effusive eruptions. The global dispersion and environmental impact depend on volcanic Hg oxidation state, which remains poorly constrained: thermochemical calculations of magmatic gas composition and crater-rim sampling indicate Hg to be predominantly in the reduced Hg0 form that [...]
Predictive Modeling of Hydrodynamic Dispersion for High-Pressure Atomized Crude Oil Plumes During Tidal Phase-Lag Loops in Santa Barbara Estuaries, Nigeria
Published: 2026-09-09
Subjects: Engineering
This study models the multi-phase hydrodynamic atomization, near-surface jet shattering, and transient longitudinal advection-diffusion transport of high-pressure crude oil plumes within a tidally driven tropical estuary. It maps the 38-day uncontained wellhead failure at the Santa Barbara South Well-1 (OML 29) in Opu-Nembe, Bayelsa State, Nigeria, to quantify sub-surface contaminant migration [...]