Preprints
Filtering by Subject: Environmental Sciences
Application of machine learning methods to forecast petrophysical properties in basalts of the Serra Geral Group: Implications for carbon storage
Published: 2024-10-22
Subjects: Artificial Intelligence and Robotics, Computer Sciences, Earth Sciences, Environmental Sciences, Geophysics and Seismology, Oil, Gas, and Energy, Physical Sciences and Mathematics
This study applies machine learning techniques for forecasting petrophysical properties (density, porosity, and permeability) in the basalts of the Serra Geral Group, located in the Paraná Basin, Brazil. These properties are crucial for the successful implementation of carbon capture and storage (CCS), an important technology to combat climate change. Employing machine learning models—XGBoost, [...]
Computational Modeling of Climate Change Impacts on Flood Inflows Using Remote Sensing and SWAT: A Case Study of Ban Chat Reservoir, Northern Vietnam
Published: 2024-10-21
Subjects: Earth Sciences, Environmental Sciences, Numerical Analysis and Computation, Oceanography and Atmospheric Sciences and Meteorology, Physical Sciences and Mathematics
This study examines the changes in land cover and three water quality indicators (chlorophyll-a, colored dissolved organic matter, turbidity) using Sentinel-2 imagery in the Ban Chat hydropower area in Northern Vietnam during the period of 2016--2024. To assess the potential impact of flood flows into the Ban Chat reservoir, key information is extracted from remote sensing data, which is the [...]
Understanding the Li resource of granite hosted geothermal brines using near surface measurements
Published: 2024-10-17
Subjects: Chemistry, Environmental Sciences, Physical Sciences and Mathematics, Statistics and Probability
Unprecedented demand for lithium (Li) is being driven by electric vehicle batteries. Currently, the majority of Li comes from pegmatite mining and salar brines, however, new sources such as geothermal brines will be required to meet future demand. The North Pennines, Northern England has been found to host brines with lithium concentrations exceeding 90 mg/L at depths from 411 to 996 m. However, [...]
Single-station vehicle tracking using six-component seismic measurements: A comparative study with array-based methods
Published: 2024-10-14
Subjects: Earth Sciences, Environmental Sciences
Determining the direction of seismic waves is crucial for many applications, from monitoring natural hazards like avalanches and landslides to detecting nuclear explosions and conducting surveillance. Traditional methods rely on arrays of seismic sensors arranged in specific patterns, but deploying these arrays can be challenging or impossible in many environments, such as cities, ocean floors, [...]
Prediction of the daily spatial variation of stem water potential in cherry orchards using weather and Sentinel-2 data
Published: 2024-10-11
Subjects: Environmental Engineering, Environmental Monitoring, Environmental Sciences, Water Resource Management
The common practice for irrigation management is to apply the water lost by evapotranspiration. However, we could manage the irrigation by monitoring the plant's water status by measuring the stem water potential (Ψs), which is currently costly and time-consuming. The primary goal of this work is to predict the daily spatial variation of Ψs using machine learning models. We measured Ψs in two [...]
Virtual laser scanning of dynamic scenes (VLS-4D): Current approaches and future perspectives in remote sensing
Published: 2024-10-07
Subjects: Computer Sciences, Earth Sciences, Environmental Sciences, Geographic Information Sciences, Geography, Numerical Analysis and Scientific Computing, Physical and Environmental Geography, Remote Sensing
Virtual laser scanning (VLS) has proven to be a useful tool for survey planning, method development and training data generation in a variety of areas of Earth and environmental sciences. Until recently, most applications have used static representations of the real or a fictive environment, neglecting the inherent dynamics of our world, that also affect Light Detection and Ranging (LiDAR) [...]
How can Light Pollution over the City of Mumbai be Assessed and Reversed?
Published: 2024-10-05
Subjects: Earth Sciences, Environmental Sciences, Physics
Light pollution, which adversely affects entire ecosystems, is a lesser-known but completely reversible form of pollution. The financial capital of India, Mumbai has been experiencing a steady rise in light pollution levels. This research article aims to answer the question “How can light pollution over the city of Mumbai be assessed and reversed?” It uses satellite data to map radiance levels [...]
Integrating Sparse Data for Climate-Driven Agricultural Productivity Estimation in Low-Income Countries: Bayesian and Long-Term Analytical Approaches
Published: 2024-10-04
Subjects: Environmental Sciences
Agricultural productivity in low-income countries (LICs) is highly vulnerable to climate change, a challenge further compounded by the lack of reliable agricultural data. Existing models often assume the availability of comprehensive datasets, an assumption that does not hold true for LICs. This paper introduces a set of innovative frameworks designed to overcome data scarcity by integrating [...]
Assessing the Function of the Technological Finance Cooperation Pilot Policy in China: Effect on Inclusive Green Growth
Published: 2024-10-03
Subjects: Environmental Sciences
To attempt to find a win-win path between environmental conservation and economic expansion, it is especially crucial to accurately define the influence of emerging policies on green effects. Based on the dataset of 282 cities at the prefectural level and above from 2010 to 2020, this paper uses difference-in-difference and dual machine learning models to investigate the impact and internal [...]
Contrasting Land‑Uses Affect Chemical Composition of Organic Matter in Tropical Soils: A Case Study via Os Staining and FTIR
Published: 2024-10-03
Subjects: Earth Sciences, Environmental Sciences, Soil Science
Particulate organic matter (POM) is a significant component of soil organic carbon (SOC), particularly in tropical soils, where it often serves as a primary precursor for the formation of mineral-associated organic matter (MAOM). This study investigates the impact of contrasting land-use practices on composition of POM in tropical soils. Using dual-energy X-ray microtomography approach with [...]
Groundwater use to reduce natural hazard susceptibilities and inequities in the metacrisis
Published: 2024-09-26
Subjects: Earth Sciences, Environmental Sciences, Hydrology, Physical Sciences and Mathematics
Long-term thinking is broadly advocated for groundwater - the largest available freshwater resource that is essential for drinking water, irrigation and ecosystems around the world. Long-term thinking is crucial to support sustainability of this slowly renewed resource, but here we propose another crucial, novel and emerging approach for groundwater: short-term use over days and months during or [...]
B3AM: A beamforming toolbox for three-component ambient seismic noise analysis
Published: 2024-09-20
Subjects: Earth Sciences, Environmental Engineering, Environmental Sciences, Geotechnical Engineering
We introduce the code package B3AM for beamforming of three-component ambient noise array data, which is available for MATLAB and Python. We explain the theory behind three-component beamforming and polarisation analysis in particular, provide an overview of the workflow, and discuss the output using a worked example based on the MATLAB implementation. The strength of the presented code package [...]
Heatwaves and Hostilities - Can rising temperatures lead to lasting peace?
Published: 2024-09-13
Subjects: Bioresource and Agricultural Engineering, Earth Sciences, Environmental Public Health, Environmental Sciences, Environmental Studies, International and Area Studies, Nature and Society Relations, Operations Research, Systems Engineering and Industrial Engineering, Other Earth Sciences, Public Health, Social and Behavioral Sciences
In this paper, we are going to explore the complex relationship between climate change and global peace. Climate change and wars have a reciprocal relationship. As the war fuels climate change, the latter can catalyze the war too. Through the analysis of the ongoing conflicts across the world, recent technological advancements, and the globalized nature of the world, we will review different [...]
Mapping current and future European potential vegetation to support restoration planning
Published: 2024-09-12
Subjects: Biodiversity, Environmental Indicators and Impact Assessment, Environmental Sciences, Natural Resources and Conservation
The extent and intactness of natural ecosystems is a key factor enabling species populations to thrive. However, the distribution of ecosystems is changing owing to both climatic and anthropogenic factors. Recently negotiated European policy directives, such as the Nature Restoration Law, argue for the restoration of natural ecosystems. Yet to determine what is to be restored the range of [...]
Half of anthropogenic warming now caused by fossil fuels
Published: 2024-09-12
Subjects: Earth Sciences, Environmental Sciences, Oceanography and Atmospheric Sciences and Meteorology, Physical Sciences and Mathematics
Many human activities influence the climate, such as burning fossil fuels, clearing land, growing food, and using refrigerants. Among these, fossil fuels have long been considered the primary driver of global warming. Here, the impact of fossil fuels on historical warming is reassessed using a climate emulator ensemble that accounts for key uncertainties. This reveals that, until the 2020s, [...]