Preprints
There are 8000 Preprints listed.
A Phanerozoic Atlas of Earth’s Atmosphere, Surface, and Interior Derived from the PANALESIS Plate Tectonic Model
Published: 2026-06-22
Subjects: Climate, Earth Sciences, Environmental Sciences, Geology, Other Environmental Sciences, Tectonics and Structure
Reconstructing the Earth system evolution through deep time requires spatially consistent, multi‑layer datasets that integrate geological, geophysical, and climatic information. Here we present a unified, high‑resolution (10×10km) global dataset describing the Earth’s evolution over the past 545 million years. This atlas provides 45 time slices spanning the Phanerozoic, each including quantified [...]
Shifting Patterns of Summer Humid Heatwaves Highlight Growing Threat over South Asia and Middle East–North Africa
Published: 2026-06-11
Subjects: Engineering
Humid heatwaves (HHWs), marked by elevated heat−high moisture compounding, are increasingly concerning for sustainable development in South-Asia (SAS) and the Middle East–North Africa (MENA). We examine the spatiotemporal compounding of HHWs during summer (March−August) across 268 urban and peri-urban sites within the IPCC–reference regions in the SAS and MENA using in-situ observations. We [...]
Foundational GIS competence, cognitive demand and essay-response maturity in the Finnish geography matriculation examination
Published: 2026-06-21
Subjects: Education, Educational Methods, Geographic Information Sciences, Geography, Science and Mathematics Education
This study analyses how upper secondary students demonstrate foundational GIS competence in essay responses to a Finnish geography matriculation examination. A random sample of 100 Finnish-language responses was examined using qualitative deductive content analysis, the revised Bloom’s taxonomy, the SOLO taxonomy, and the GeoTAITO model. The task addressed geographic information, spatial [...]
The Unfinished Map: Observing the Indian Ocean through Model-Corrected, Fleet-Based Sensing
Published: 2026-08-04
Subjects: Earth Sciences, Environmental Monitoring, Environmental Sciences, Oceanography
We make decisions about the ocean-the largest and most consequential system on Earth-from a sample so sparse it would be judged inadmissible in almost any other science. Less than one-thousandth of one percent of the deep seafloor has ever been seen by a human eye or camera; most deep-ocean observation has been carried out by a handful of wealthy nations; and the Indian Ocean-which has absorbed a [...]
Distributed Acoustic Sensing Recordings of Cryoseismicity Enable Seismic Imaging of Permafrost in Remote Arctic Regions
Published: 2026-07-29
Subjects: Geophysics and Seismology, Geotechnical Engineering, Glaciology
Permafrost can be highly heterogeneous, and variability in its subsurface structure under climate warming remains poorly understood despite the critical role of permafrost in Arctic hydrology, ecosystems, and infrastructure stability. Distributed acoustic sensing (DAS) provides a long-term method for dense seismic array monitoring in remote regions with passively recorded seismic activities. We [...]
Detecting Harmful Algal Blooms in the Gulf of Maine using a Hybrid Model
Published: 2026-06-22
Subjects: Engineering, Physical Sciences and Mathematics
Harmful algal blooms are a growing threat to marine ecosystems, aquaculture, public health and tourism industries. This study quantifies the value of augmenting simulated outputs of a regional hydrodynamic model with satellite data input to detect harmful algal blooms using machine learning model in Gulf of Maine. And evaluates performance using in-situ Imaging FlowCytobot observations spanning [...]
Resolving microscale near surface temperature variability during a heatwave using a dense sensor network
Published: 2026-06-29
Subjects: Climate, Environmental Monitoring, Environmental Sciences, Meteorology, Oceanography and Atmospheric Sciences and Meteorology
High-resolution measurements of near-surface temperature are essential for understanding environmental responses to extreme weather events, yet are rarely available from dense, regularly spaced in situ measurement grids. Here, we analyse temperature measurements derived from a dense network of over 3,000 nodal seismometers deployed across a 6 km² area in North Yorkshire, UK, during the July 2022 [...]
Deep Neural Network-Based Inversion of Turbidites in Confined Basins
Published: 2026-07-11
Subjects: Artificial Intelligence and Robotics, Fluid Dynamics, Geology, Sedimentology
Turbidites generated by large earthquakes and other geological events are commonly preserved in small, topographically confined basins along active continental margins. Reconstructing flow conditions from these deposits is essential for assessing past hazards; however, existing inverse models have been validated only for unconfined settings, and their applicability to confined basins remains [...]
Masked Autoencoding (MAE) Outperforms Joint-Embedding Prediction (JEPA) for Frozen-Probe Very-High-Resolution Landslide Segmentation
Published: 2026-08-15
Subjects: Physical Sciences and Mathematics
Mapping landslides from very-high-resolution (VHR) imagery is central to regional hazard assessment, yet supervised segmentation is constrained by the cost of expert pixel-level annotation. Self-supervised learning can exploit large unlabeled aerial archives, but which pretext objective best captures landslide morphology is unknown. Using a regional inventory from the 2023 Emilia-Romagna rainfall [...]
Global presence and absence of ultra-low velocity zones as seen by Sdiff postcursors
Published: 2025-10-23
Subjects: Earth Sciences, Geophysics and Seismology
The core-mantle boundary is a region of significant lateral heterogeneity. Two antipodal large low-velocity provinces (LLVPs) dominate the lower mantle, while smaller but more extreme ultra-low velocity zones (ULVZs) pepper the lowermost mantle in a variety of morphologies. These ULVZs have been linked to both the edges of LLVPs and to plume-related hotspots, the latter of which may plausibly be [...]
Quantifying Trail-Induced Fragmentation in Protected Natural Areas Using Large-Scale GPS Trajectory Analysis
Published: 2026-06-27
Subjects: Geographic Information Sciences, Human Geography, Physical and Environmental Geography
Protected areas are essential for biodiversity conservation, but recreational activities can fragment habitats through trail networks. This study quantifies trail-induced fragmentation across all protected area types in Switzerland using a novel computational pipeline combining fastgeotoolkit for GPS trajectory processing and GeoPandas for spatial analysis. 3,136 hiking GPS tracks (29,563 km [...]
High-resolution monthly sectoral water demands for the U.S. over 1980-2100
Published: 2026-06-11
Subjects: Civil Engineering, Hydrology, Water Resource Management
U.S. water demand varies sharply by sector and region as land use, population, weather patterns, and economic activity co-evolve. High-resolution water demand data are required to capture these dynamics and to support integrated energy-water-land modeling and local-to-regional water scarcity assessments. We present a gridded (1/8$^{\circ}$), monthly, multi-sector water demand dataset for the [...]
A machine learning approach for detecting biofouling in oceanographic data
Published: 2026-07-11
Subjects: Artificial Intelligence and Robotics, Fluid Dynamics, Numerical Analysis and Computation, Oceanography, Oceanography and Atmospheric Sciences and Meteorology, Physical Sciences and Mathematics
Autonomous ocean observing platforms collect long-term biogeochemical time series, but sensor degradation from biofouling introduces progressive biases that contaminate the climate record. This work focuses on the BGC-Argo fleet of profiling floats, where optical sensors measuring chlorophyll-a and backscatter are particularly susceptible to biofouling. Current detection relies on per-float [...]
Creating story lines on floods: relating climate-change uplift to (extreme) experienced and future flooding events
Published: 2026-06-22
Subjects: Engineering, Physical Sciences and Mathematics
Fluvial flooding remains one of the most significant climate-related hazards worldwide, with its impacts intensified by increasing urbanisation, land-use change, and climate change. We apply the flood-excess volume (FEV) methodology to analyse major recent flood events on the River Aire in Leeds, UK, and specifically to the 2015 Boxing Day and February 2020 floods, as a basis for evaluating the [...]
Merge Satellite and Gauge Daily Precipitation Data for Areas with Sparse-Gauge and Rugged Terrain: A High-Accuracy Gridded Dataset CGS01 (2000-2024) across China
Published: 2026-07-02
Subjects: Earth Sciences, Hydrology, Physical Sciences and Mathematics
High-precision quantiffcation of regional precipitation is the foundation of watershed water balance analysis and water resources management. However, current approaches are hindered by methodological diversity and inconsistent results, with limited accuracy, especially in gauge-sparse regions and areas with drastic topographic relief. This study proposes a dual thin-plate spline (TPS) fusion [...]