Preprints
Filtering by Subject: Earth Sciences
Embracing Large Language Model (LLM) Technologies in Hydrology Research
Published: 2025-03-15
Subjects: Earth Sciences, Hydrology
The growing complexity of hydrological systems necessitates innovative approaches to data management, knowledge management, and model development. Large Language Models (LLMs) have great potential to revolutionize hydrological research by unifying and advancing these three critical aspects. In this perspective work, we review recent advances and applications of LLMs and exemplify using LLMs in [...]
Mercury budget in global rivers at present-day: impacts from reservoirs and dams
Published: 2025-03-14
Subjects: Biogeochemistry, Earth Sciences, Environmental Health and Protection, Environmental Monitoring, Environmental Sciences, Water Resource Management
Many world rivers are currently polluted by mercury (Hg) compounds, leading to the bioaccumulation of methylmercury (MeHg) in the food web, which poses potential health risks to humans. However, the riverine Hg budgets of global scale remain poorly understood due to limited observations, complicating efficient environmental governance. Here, we employ a process-driven Hg model to track its [...]
Plausible global emissions scenario for the 2℃-target aligned with China’s net-zero pathway
Published: 2025-03-11
Subjects: Earth Sciences
Due to sizeable anthropogenic CO2 emissions, China’s transition towards carbon neutrality will fundamentally alter global CO2 emissions, providing critical insights into warming levels, extreme events, overshoot, tipping points, and regional climate impacts. Existing emission scenarios that fail to reflect this transition increasingly diverge from reality. To bridge this gap, we developed an [...]
Modern Cave Monitoring Informs Interpretations of Past Climate Change: Applications to Titan Cave, Wyoming
Published: 2025-03-10
Subjects: Earth Sciences, Environmental Monitoring, Environmental Sciences, Geochemistry, Geology, Geomorphology, Hydrology, Speleology
Monitoring of cave environments is an essential process for deciphering records of past climate change preserved in the geochemical composition of speleothems, or mineral cave deposits. This study presents data from a multi-year monitoring effort in Titan Cave, Wyoming, a site of interest due to the abundance of speleothems suitable for paleoclimate reconstruction. Titan Cave exhibits annual cave [...]
Fracturing during freezing in salty ice: preliminary analysis using a low-cost model system
Published: 2025-03-08
Subjects: Earth Sciences, Glaciology, Physical Sciences and Mathematics
The fracture properties of saline water ice play an important role in governing the mechanical behavior of sea ice, marine ice sheets, and icy planetary bodies. Here, we design a low-cost experimental system based on a simple observation: fractures form when freshwater is frozen in a plastic bag, but do not form when a small amount of NaCl salt (several g/L) is added before freezing. We [...]
Drastic Changes in Atmospheric CO2 Concentration Led to Biological Mass Extinction and Explosion
Published: 2025-03-08
Subjects: Earth Sciences, Environmental Sciences, Paleontology
When the area of polar ice caps expands to a certain threshold, a positive feedback effect will occur. Due to the strong reflection of sunlight by ice and snow, the global climate will become cold and dry. CO₂ in the atmosphere will be rapidly sequestered in the seabed and permafrost through the biological carbon pump, thereby affecting plant photosynthesis, reducing NPP and the nutritional value [...]
Improved LA-Q-ICP-MS U-Pb Zircon Age Estimates for Young (< 10 Ma) Zircons & Quantification of Bias in CL Guided Spot Selection
Published: 2025-03-08
Subjects: Earth Sciences, Geology, Physical Sciences and Mathematics
We present a new approach to reducing U-Pb data from zircons obtained by laser ablation-quadrupole-inductively coupled plasma-mass spectrometry (LA-Q-ICP-MS), with emphasis on young (< 10 Ma) zircons. In young zircons the 207Pb yield is extremely low, generating a relatively high abundance of zero values during analyses. This impacts the use of 207Pb/206Pb in application of Tera-Wasserburg [...]
Orange and Orange-Volcanoes: a New Open and Collaborative Platform to Perform Data-Driven Investigations and Machine Learning Analyses in Petrology and Volcanology
Published: 2025-03-06
Subjects: Earth Sciences, Geochemistry, Multivariate Analysis, Volcanology
Orange-Volcanoes is an extension of the open-source Orange data mining platform specifically tailored for geochemical, petrological, and volcanological investigations. Orange-Volcanoes enhances the original platform by incorporating specialized tools to enable interactive data-driven investigations in geochemistry, such as performing Compositional Data Analysis (CoDA). Applying CoDA [...]
Magnetotelluric source amplitude effect
Published: 2025-03-04
Subjects: Earth Sciences, Geophysics and Seismology
Challenges and Opportunities in Cryosphere in the Hindu Kush Himalaya
Published: 2025-03-04
Subjects: Earth Sciences, Geophysics and Seismology, Glaciology, Physical Sciences and Mathematics
The Hindu Kush Himalaya cryosphere faces critical challenges from climate change, including rapid glacier melt and reduced snow cover. These changes threaten water resources, ecosystems, and livelihoods across the region. However, opportunities emerge through advanced monitoring technologies and increased scientific understanding. Improved remote sensing and field observations allow better [...]
Neoproterozoic denudation of a Laurentian superbasin
Published: 2025-03-01
Subjects: Earth Sciences, Geology, Geomorphology, Physical Sciences and Mathematics, Sedimentology, Tectonics and Structure
It has long been speculated that isolated Paleoproterozoic basins of northern Laurentia are remnants of a once contiguous sedimentary cover due to similarities in stratigraphy, paleocurrent directions, sediment provenance, and geochronological data. However, corroborating evidence for this 'superbasin hypothesis' has been lacking outside the footprints of the preserved basins. We present new [...]
Seismic imaging of mid-crustal heterogeneity beneath geothermal systems, central Taupo Volcanic Zone, New Zealand
Published: 2025-02-26
Subjects: Earth Sciences, Geophysics and Seismology
The Taupo Volcanic Zone (TVZ) in New Zealand is a region of highly pro- ductive Quaternary volcanism and very large hydrothermal heat flux. Here we investigate the upper- and mid-crustal seismic velocity structure of a region within the central, rhyolitic part of the TVZ encompassing the high- temperature geothermal systems Mokai, Wairakei, Ng¯a Tamariki, Orakei Korako, Te Kopia and Rotokawa. [...]
Joint Optimization of Large and Small Models for Surface Temperature and Emissivity Retrieval Using Knowledge Distillation
Published: 2025-02-25
Subjects: Earth Sciences
The rapid advancement of artificial intelligence in domains such as natural language processing has catalyzed AI research across various fields. This study introduces a novel strategy, the AutoKeras-Knowledge Distillation (AK-KD), which integrates knowledge distillation technology for joint optimization of large and small models in the retrieval of surface temperature and emissivity using thermal [...]
Enhancing Global-scale Urban Land Cover Representation Using Local Climate Zones in the Community Earth System Model
Published: 2025-02-21
Subjects: Earth Sciences, Environmental Sciences
Urban areas are increasingly vulnerable to the impacts of climate change, necessitating accurate simulations of urban climates in Earth system models (ESMs) in support of large-scale urban climate adaptation efforts. ESMs underrepresent urban areas due to their small spatial extent and the lack of detailed urban landscape data. To enhance the accuracy of urban representation, this study [...]
Methodological Advances in Volcanology: The Role of Artificial Intelligence in Volcano Monitoring, Modelling, and Hazard Assessment
Published: 2025-02-12
Subjects: Earth Sciences, Volcanology
This chapter explores the opportunities and challenges of using Artificial Intelligence (AI) and Machine Learning (ML) in volcanology. It starts by introducing the basic concepts of AI and ML. Then, it discusses the current and potential applications of AI and ML in volcanology, including recent advances in petrology, geophysics, remote sensing, and ground monitoring. We highlight that AI and ML [...]