Preprints
There are 5889 Preprints listed.
Climate Resilient Agriculture Vulnerability Mapping of Indian Districts – Directions for Future Policy Planning
Published: 2025-07-02
Subjects: Bioresource and Agricultural Engineering
Climate change poses significant risks to agriculture, especially in agro-dependent, climatevulnerable regions and states of India. This study applies a machine learning-based Long Short-Term Memory (LSTM) model to assess agricultural risks, climate vulnerability in various Indian states with diverse climatic variables to address India’s 2070 net-zero goal. It addresses the existing research gaps [...]
The case for continuing VIPER - a critical milestone on the journey back to the Moon
Published: 2025-07-02
Subjects: Physical Sciences and Mathematics, Planetary Sciences
NASA's VIPER mission was designed to explore the Moon's south pole, with a primary objective of identifying and characterising volatile compounds such as water ice. Despite having been fully built and having passed all preflight environmental testing, the mission was cancelled by NASA in July 2024, and the rover remains in storage. In this paper, we outline why it remains crucial that a route to [...]
‘You can’t blame people for risky choices if there are no better options’: Household water safety in the Dominican Republic
Published: 2025-07-02
Subjects: Environmental Studies
Household water insecurity, fractured systems of water delivery, and intermittent water supply hamper efforts to ensure that the water households consume is safe. Household water treatment and safe storage are often advocated as effective, rapidly deployed, and cost-effective solutions to these problems. However, the effectiveness of these measures and household compliance with them often degrade [...]
The 4th Global Coral Bleaching Event: Unprecedented, unbounded, unrelenting
Published: 2025-07-02
Subjects: Environmental Sciences
Increasingly frequent marine heatwaves have escalated the prevalence and extent of mass coral bleaching events. When marine heatwaves impact reef areas across all tropical ocean basins within a common period, global-scale coral bleaching can unfold. Here, we elaborate previous analyses to define set of objective criteria for defining a Global Coral Bleaching Event. Using this definition, we [...]
Machine Learning Insights into the Geochemical Life Cycle of the Columbia River Flood Basalts
Published: 2025-07-02
Subjects: Earth Sciences, Geochemistry, Geology, Physical Sciences and Mathematics, Stratigraphy, Volcanology
Flood basalts are challenging to characterize in detail, despite enormous their erupted volumes, due to their age and chemical homogeneity. Here we explore machine learning (ML) approaches for classification and pattern identification in whole rock geochemical data of the Columbia River Flood Basalts (CRFB), which provide key constraints on magma generation, transport, and emplacement. We utilize [...]
Chapter 2.4: Volcanic gas impacts
Published: 2025-07-02
Subjects: Physical Sciences and Mathematics
Volcanic gases can pose a long-term hazard as they may be released during eruptive and non-eruptive periods. Acidic plumes, diffuse degassing, limnic eruptions and release of gases into the troposphere and stratosphere can affect natural and human environments, scaled to eruption size. The components of volcanic emissions that cause the most impact are CO2, SO2, H2S, 222Rn, HCl, HF, and PM. The [...]
Are All Tipping Points Predictable? A Test of Early Warning Signal Theory on Three Distinct Holocene Climate Events
Published: 2025-07-02
Subjects: Physical Sciences and Mathematics
The detection of Early Warning Signals (EWS) in noisy paleoclimate time series is a significant analytical challenge. Previous studies have often focused on individual events or single metrics, leaving the broader robustness and universality of the EWS framework unresolved. In this study, we apply a comprehensive analytical pipeline to a δ¹⁸O proxy record from the NGRIP ice core, testing for EWS [...]
The formation and evolution of the supraglacial weathering crust on the Greenland Ice Sheet
Published: 2025-07-02
Subjects: Glaciology
The formation and evolution of the supraglacial weathering crust on the Greenland Ice Sheet
The air pollution benefits of low severity fire
Published: 2025-07-02
Subjects: Environmental Studies, Forest Sciences, Remote Sensing
Larger and more frequent wildfire events in Western North America in recent years have resulted in extensive human and environmental damage, and are reversing decades of air quality improvements. Fuels treatments, including the use of prescribed fire, can reduce the extent and severity of future wildfires, but air quality trade-offs resulting from application of these treatments -- more initial [...]
Seasonality and declining intensity of methane emissions from the Permian and nearby US oil and gas basins
Published: 2025-07-02
Subjects: Physical Sciences and Mathematics
We quantify weekly methane emissions and trends from oil and gas production in the US Permian Basin for 2019–2023, and in nearby basins for 2022–2023, by analytical inversion of Tropospheric Monitoring Instrument (TROPOMI) satellite observations with the Integrated Methane Inversion (IMI) at 25-km resolution. Permian oil and gas emissions averaged 4.0 ± 1.1 Tg a-1 over 2019–2023, with large [...]
Multi-Model Machine Learning Analysis of Urban Temperature Trends: A Comparative Study on Climate Change Impacts in U.S. Cities of Midwest KANI Region
Published: 2025-07-02
Subjects: Education, Engineering, Life Sciences
Urban temperature prediction is critical for regional climate planning, environmental monitoring, and thermal hazard mitigation. This study employs a multi-model supervised machine learning framework to predict and forecast daily urban air temperatures and evaluate model performance across key counties in the U.S. Midwest KANI region: Polk (IA), Pulaski (AR), Lancaster (NE), and Johnson (KS), [...]
Continental-Scale Carbonate Sedimentation and Environmental Correlates of the Shuram-Wonoka Excursion
Published: 2025-07-01
Subjects: Biogeochemistry, Earth Sciences, Geochemistry, Geology, Paleontology, Physical Sciences and Mathematics, Sedimentology, Stratigraphy
Strata of the Ediacaran Period record many Earth-Life features that distinguish the Neoproterozoic-Phanerozoic transition. However, it is difficult to determine cause and effect relationships between Ediacaran events. Continental-scale patterns of sedimentation have been used as proxies to investigate controls on Phanerozoic macroevolution, including sea level drivers and potential carbon cycling [...]
Determination of REE abundances and Eu isotope ratio in GSJ and NIST feldspar reference standards (JF-1, JF-2, SRM 70a, 70b and SRM 99a) using ICP-QMS and MC-ICP-MS
Published: 2025-07-01
Subjects: Physical Sciences and Mathematics
Rare earth element (REE) concentrations in feldspars provide valuable information for understanding geochemical implications during the evolution of igneous rocks due to magma differentiation. Europium (Eu) is one of the REEs and exists in oxidation states (Eu2+ and Eu3+) states. Eu2+ can be substituted for Ca2+ during plagioclase feldspar crystallization in reducing magmas, which becomes a cause [...]
AI-Assisted Voice Enabled Computing Framework for Hydrological Analysis
Published: 2025-07-01
Subjects: Civil Engineering, Computer and Systems Architecture, Environmental Engineering, Higher Education
This work presents a web-based, voice-enabled, no-code platform for AI-assisted hydrological analysis. The system allows users to interact through natural language—via both text and speech—to retrieve data, utilize hydrological functions, and visualize spatial and analytical outputs. Core components include a conversational AI assistant utilizing Large Language Models, a modular analysis engine [...]
The rapid progress of climate change requires effective concepts for protecting people indoors
Published: 2025-07-01
Subjects: Life Sciences, Medicine and Health Sciences
According to the latest forecasts from the United Nations, it is highly likely that we will miss by a wide margin the 1.5 °C climate target set in the Paris Agreement in 2015. Rather, this planet has to prepare for a global temperature increase of 2.6 - 3.1 °C by 2100 and associated frequently occurring extreme weather events. It is therefore high time to design and technically equip the [...]