Preprints
There are 6976 Preprints listed.
A Himalayan-Scale Orogen in the Central African Copperbelt and the Formation of a World-Class Metal Province.
Published: 2025-12-08
Subjects: Earth Sciences, Geology, Tectonics and Structure
The Central African Copperbelt (CACB) of Zambia and the Democratic Republic of the Congo is the world’s largest sediment-hosted copper-cobalt province. It comprises Tonian–Ediacaran sedimentary rocks of the Katangan Basin and Ediacaran–Cambrian metamorphic and intrusive rocks formed during the assembly of Gondwana. The age distribution of metal deposits within the CACB peaks during the orogeny, [...]
Earth Embeddings: Towards AI-centric Representations of our Planet
Published: 2025-12-09
Subjects: Artificial Intelligence and Robotics, Earth Sciences, Environmental Sciences
This paper presents a new perspective for the flexible and efficient representation of geospatial data, tailored to and empowered by AI: Earth embeddings. Earth embeddings provide a unified and accessible vector representation of local geographic characteristics. They fuse different geospatial data sources across time and space, compress highly-correlated raw geospatial data into one dense [...]
The role of the Hikurangi subduction interface in enabling Kaikōura-like earthquakes: Insights from synthetic earthquake catalogues
Published: 2025-12-09
Subjects: Geophysics and Seismology, Tectonics and Structure
A well-known problem in seismic hazard is the short duration of the historical record relative to the time between large earthquakes. This short record means that not all possible earthquakes have been observed, and that the statistics of earthquake recurrence intervals and magnitudes are poorly constrained. These issues are particularly acute for earthquakes involving multiple faults, such as [...]
Directional Centroid Trajectories Reveal Shifting Fire Activity Across Brazilian Biomes
Published: 2025-12-10
Subjects: Life Sciences
We utilized directional centroid trajectories to examine how Brazil’s fire regimes in natural vegetation and anthropogenic land use have spatially reorganized over the last four decades. Annual area-weighted centroids were derived separately for natural and anthropogenic burned patches from the MapBiomas Fire Collection 4 (1985–2024), and their interannual displacements were quantified using [...]
Nanometallogeny: The role of the nano-effect in the enrichment, migration and mineralization of rare element, rare earth element and precious metal deposits
Published: 2025-12-11
Subjects: Physical Sciences and Mathematics
geosciences to better understand what is perhaps the most economically important field in geology: the enrichment, migration and deposition of mineral deposits. Ore-bearing fluids and ore particles behave differently at the nano-scale compared to the more familiar macro-scale. Nanometallogenic processes have been used to explain the mechanism in which rare elements with extremely low abundance in [...]
A scoping review of spatiotemporal ConvLSTM applications for predicting water balance components
Published: 2025-12-10
Subjects: Engineering
Deep learning is renewing computational hydrology by offering advanced capabilities for modeling complex environmental processes characterized by spatiotemporal variability. Among these approaches, the Convolutional Long Short-Term Memory (ConvLSTM) network has gained considerable attention for its ability to learn spatial and temporal dependencies simultaneously, a feature particularly valuable [...]
PetThermoTools: a fast, flexible, and accessible Python3 package for performing thermodynamic calculations
Published: 2025-12-11
Subjects: Physical Sciences and Mathematics
We present PetThermoTools - an open-source Python3 tool for performing thermodynamic simulations of mantle and magmatic processes. Thermodynamic modeling forms a central component to many research projects in igneous petrology. However, few studies utilize the full potential of these methods due to the steep learning curve associated with existing code or text-based interfaces (e.g., [...]
Multi-Feature Fusion for Grassland Information Extraction and Temporal Change Monitoring
Published: 2026-04-16
Subjects: Bioresource and Agricultural Engineering
Grasslands, as an important terrestrial ecosystem, play a vital role in maintaining ecological security and promoting regional sustainable development. However, in complex mountainous environments, grassland information extraction often suffers from insufficient accuracy, and the underlying mechanisms driving its changes remain unclear. To address these issues, this study takes Chengbu Miao [...]
Mapping the interaction of a pyroclastic density current with irregular topography: the chemically-zoned, low aspect-ratio Green Tuff ignimbrite, Pantelleria, Italy
Published: 2026-03-05
Subjects: Volcanology
Pyroclastic density currents are known to have high mobility, overtopping topographic barriers great distances from source. However, how density currents interact with topography is not yet fully understood, particularly with regard to dense, granular, sustained currents. We used detailed chemical mapping to show how the response of an individual pyroclastic current to topographic barriers [...]
Tandem: An Open-Source High-Performance Computing Volumetric Software to Model Sequences of Earthquakes and Aseismic Slip Across Complex Fault Systems
Published: 2025-12-11
Subjects: Geophysics and Seismology
Simulating sequences of earthquakes and aseismic slip (SEAS) on realistic fault systems provides a physical framework to understand the evolution of the seismic cycle, but remains computationally expensive. Volumetric approaches offer the physical flexibility to handle complex geometries and heterogeneous off-fault media but may incur prohibitively high computational costs when applied to the [...]
Bridging science, policy, practice and purpose: global insights from sustainability leaders driving transformative change
Published: 2026-05-08
Subjects: Environmental Studies
Seventeen percent of the Sustainable Development Goals are currently on track to be achieved by 2030. That number points to a problem that better frameworks and more ambitious targets have not resolved: the gap between sustainability policy and operational delivery is not primarily a design problem. It is, at least in part, a leadership problem. This study examines how that problem is experienced [...]
Dynamic estuarine Chlorophyll-a estimation-based time series harmonized Landsat- Sentinel images
Published: 2025-12-11
Subjects: Environmental Studies
This research develops a vigorous approach to estimate Chlorophyll-a (Chl-a) concentration in the dynamic, optically complex waters (or Case 2 water including coastal waters, estuaries and inland water bodies) of Ganh Rai Bay, Vietnam by leveraging time series harmonized Landsat and Sentinel-2 (TM-HLS) imagery. One of the fundamental challenges while conducting this method to compute Chl-a signal [...]
Seismic and infrasound signals from the 2023 explosive eruption sequence of Shishaldin Volcano, Alaska
Published: 2026-03-27
Subjects: Geophysics and Seismology, Volcanology
Shishaldin Volcano, Alaska erupted in 2023 with 13 explosive paroxysms over a 4 month period, producing notable seismic and low frequency acoustic (infrasound) signals recorded on a local geophysical network. We describe the pre-, syn-, and post-eruptive seismoacoustic signals from the 2023 eruption sequence. Using a recently developed machine learning classifier, we detect and categorize diverse [...]
Caravan-Qual: A global scale integration of water quality observations into a large-sample hydrology dataset
Published: 2025-12-16
Subjects: Earth Sciences, Hydrology, Physical Sciences and Mathematics
Protecting and improving surface water quality is contingent upon understanding the trends and spatial patterns in physical, biological, and chemical conditions and their underlying drivers. This requires observational data, spanning a diverse range of water quality constituents, coupled with contextual environmental data. Here we present the first global-scale integration of water quality into [...]
Climate Network Analysis of Precipitation Regimes from WorldClim Data in Saudi Arabia
Published: 2025-12-12
Subjects: Civil and Environmental Engineering, Environmental Sciences, Geography, Risk Analysis
Saudi Arabia is shaped by a hydroclimatic gradient, from the hyper-arid Rub’ al-Khali desert to the semi-arid mountains in the southwest. This gradient affects runoff generation, groundwater recharge, and drought risk, yet most studies still summarize rainfall using basic statistics from station data or gridded products. This research applies climate network analysis to identify coherent rainfall [...]