Preprints
There are 5726 Preprints listed.
Contemporary Remote Sensing Tools for Integrated Assessment and Conservation Planning of Ice-free Antarctica
Published: 2022-06-17
Subjects: Environmental Monitoring, Natural Resources and Conservation, Remote Sensing
Monitoring and understanding Antarctica is critical for conservation of its values. Remote sensing has been increasingly employed to observe large areas at higher frequency than traditional monitoring methods, enabling systematic assessments at low cost. However, currently there are limitations in the ability of the available remote sensing tools to answer the most pressing scientific, [...]
Volume estimation from planform characteristics of washover morphology
Published: 2022-06-17
Subjects: Geomorphology
Overwash is the cross-shore transport of water and sediment from a waterbody over the crest of a sand or gravel barrier beach, and washover is the resulting sedimentary deposit. Washover volume, and alongshore patterns of washover distribution, are fundamental components of sediment budgets for low-lying coastal barrier systems. Accurate sediment budgets are essential to forecasting barrier [...]
Standing on the shoulder of a giant landslide: an InSAR look at a slow-moving hillslope under melting glaciers in the western Karakoram
Published: 2022-06-15
Subjects: Geomorphology, Physical Sciences and Mathematics
Understanding the cascading effects of glacier melting in terms of large slope deformation in high mountainous areas could come from the use of Interferometric Synthetic Aperture Radar (InSAR) techniques. In this work, we investigate a slow moving, extremely large landslide (~20 km2) in the Chitral region in Northern Pakistan, which threatens several villages. Our InSAR analyses, using Sentinel-1 [...]
Hotspots of Mining-Related Biodiversity Loss in Global Supply Chains and the Potential for Reduction through Renewable Electricity
Published: 2022-06-15
Subjects: Engineering
Anticipated infrastructure growth and energy transition may exacerbate biodiversity loss through increased demand for mining products. This study uses an enhanced multi-regional input-output database (REX, Resolved EXIOBASE) and supply chain impact mapping (SCIM) method to assess global biodiversity loss associated with mining-related land use. We identify hotspots in the supply chain of mining [...]
PING-Mapper: open-source software for automated benthic imaging and mapping using recreation-grade sonar
Published: 2022-06-14
Subjects: Environmental Monitoring, Hydrology, Natural Resources and Conservation
The characterization of benthic habitats is essential for aquatic ecosystem science and management, but is frequently limited by waterbody visibility and depth. Recreation-grade side scan sonar systems are increasingly used to aid scientific inquiries in shallow water due to their relative low-cost, ease of operation, low-weight, and ease of mounting on a variety of vessels. However, existing [...]
The Mechanisms of Tsunami Amplification and the Earthquake Source of the 2021 M7 Acapulco, Mexico, Earthquake
Published: 2022-06-02
Subjects: Earth Sciences, Physical Sciences and Mathematics
Here we show a slip model for the 2021 M7 Acapulco, Mexico, earthquake produced by inversion of strong motion, GNSS, tide gauge, and InSAR data. The earthquake occurs within the Guerrero gap, identified as a region of concern for its seismogenic potential and paucity of large events. We find that rupture was compact, constrained to depths between 10 and 20 km and consistent of two main slip [...]
Sub-seasonal Prediction of Central European Summer Heatwaves with Linear and Random Forest Machine Learning Models
Published: 2022-06-02
Subjects: Artificial Intelligence and Robotics, Atmospheric Sciences
Heatwaves are extreme near-surface temperature events that can have substantial impacts on ecosystems and society. Early Warning Systems help to reduce these impacts by helping communities prepare for hazardous climate-related events. However, state-of-the-art prediction systems can often not make accurate forecasts of heatwaves more than two weeks in advance, which are required for advance [...]
Space-time landslide hazard modeling via Ensemble Neural Networks
Published: 2022-06-02
Subjects: Applied Statistics, Artificial Intelligence and Robotics, Computer Sciences, Earth Sciences, Geomorphology, Physical Sciences and Mathematics, Statistics and Probability
For decades, a full numerical description of the spatio-temporal dynamics of a landslide could be achieved only via physics-based models. The part of the geomorphology community focusing on data-driven model has instead focused on predicting where landslides may occur via susceptibility models. Moreover, they have estimated when landslides may occur via models that belong to the [...]
Foraminifera as a tool for the reconstruction of paleobathymetry and geohazard: A case study from Taiwan
Published: 2022-06-02
Subjects: Earth Sciences
The calcite tests of foraminifera are an important biogenic component of marine sediments. The abundance of foraminiferal tests in marine sediments broadly varies with bathymetry, thus has been used to reconstruct paleobathymetry. It is also promising as a tracer for downslope transport triggered by earthquakes and typhoons, especially if the displaced material from shallow locality contrasts [...]
Uniformitarian prediction of early-Pleistocene atmospheric CO2
Published: 2022-06-02
Subjects: Physical Sciences and Mathematics
A number of groups attempted to predict atmospheric CO2 concentrations between 420 to 800 ka prior to publication of the Dome C ice-core record by the European Project for Ice Coring in Antarctica, EPICA. The predictions that fared best assumed that the relationships between CO2 and proxies of air temperature remained consistent over the past 800 ky [7]. Here we extend predictions of atmospheric [...]
Thermal forcing modulates North American Monsoon intensity
Published: 2022-06-02
Subjects: Climate, Physical Sciences and Mathematics
Understanding the response of monsoon dynamics to climatic forcing is cru- cial for anticipating future shifts in freshwater availability across the global tropics. In this regard, a recent study [1] concludes that precipitation within the core of the North American Monsoon (NAM) should be understood as “convectively enhanced orographic rainfall in a mechanically forced stationary wave, not as a [...]
Wave2Web: Near-real-time reservoir availability prediction for water security in India
Published: 2022-06-02
Subjects: Planetary Hydrology
By 2050, over half the world's population will live in water-stressed areas. Medium-term drought forecasting can help planners avoid ``day-zero'' events and adapt to climate change. Machine learning-based precipitation-runoff modelling enables the prediction of surface water flow using only the meteorological record of a water basin. In this work, we extend a Bayesian LSTM precipitation-runoff [...]
Inclination and heterogeneity of layered geological sequences influence dike-induced ground deformation
Published: 2022-05-31
Subjects: Earth Sciences, Engineering, Mining Engineering
Constraints on the amount and pattern of ground deformation induced by dike emplacement are important for assessing potential eruptions. The vast majority of ground deformation inversions made for volcano monitoring during volcanic unrest assume that dikes are emplaced in either an elastic-half space (a homogeneous crust) or a crust made of horizontal layers with different mechanical properties. [...]
MAGEMin, an efficient Gibbs energy minimizer: application to igneous systems
Published: 2022-05-31
Subjects: Physical Sciences and Mathematics
Prediction of stable mineral equilibria in the Earth’s lithosphere is critical to un- ravel the tectonomagmatic history of exposed geological sections. While the recent ad- vances in geodynamic modelling allow us to explore the dynamics of magmatic trans- fer in solid mediums, there is to date no available thermodynamic package that can eas- ily be linked and efficiently accounts for the [...]
Magnetic fabrics of rhyolite ignimbrites reveal complex emplacement dynamics of pyroclastic density currents, an example from the Altenberg–Teplice Caldera, Bohemian Massif
Published: 2022-05-31
Subjects: Physical Sciences and Mathematics
The anisotropy of magnetic susceptibility (AMS) is commonly used to infer the flow dynamics, source areas, and post-emplacement processes of pyroclastic density currents (PDC) of young calderas (i.e. Cenozoic). At older calderas, the primary record is often obscured by post-emplacement deformation and/or long-term erosion. Here, we focus on the ~314–313 Ma welded ignimbrites inside the [...]