Preprints
Filtering by Subject: Environmental Sciences
Dataset of DInSAR wrapped phase signals for AI-based automated detection and classification of mass movements
Published: 2026-03-26
Subjects: Earth Sciences, Environmental Monitoring, Environmental Sciences, Geology, Geomorphology, Physical Sciences and Mathematics
With the growing use of Artificial Intelligence (AI) in remote sensing of mass movements, available datasets for model training and validation are increasingly needed. Although Differential Synthetic Aperture Radar Interferometry (DInSAR) is a widely used technique for studying mass movements, wrapped interferograms remain less exploited, and the importance of geomorphological expertise in their [...]
Analyzing Seasonal Variations in Air Quality with Google Earth Engine: A Case Study of Chattogram, Bangladesh
Published: 2026-03-26
Subjects: Civil and Environmental Engineering, Earth Sciences, Engineering, Environmental Sciences
Air pollution is a serious environmental challenge in Bangladesh, significantly affecting public health and the ecosystem. This study considers analyzing the seasonal fluctuation of air quality in Chattogram by analyzing 13 significant areas near the industrial zone by using Google Earth Engine (GEE) to explore the SENTINEL-5P satellite data for key pollutants, including nitrogen dioxide (NO2), [...]
A Systematic Review of Arsenic, Lead, and Manganese Occurrence through Drinking Water in East Africa
Published: 2026-03-25
Subjects: Environmental Sciences
Toxic metals (TMs) harm human health, causing cancers, irreversible neurocognitive impairment, and cardiovascular disease. Drinking water is an important source of exposure to TMs. However, current peer-reviewed literature does not adequately capture or synthesize the extent of TM occurrence in drinking water in East Africa. The goal of this systematic review is to report and synthesize available [...]
Urbanisation driven spectral–structural divergence in forest extent: threshold-based validation using GEDI LiDAR in Ekiti State, Nigeria
Published: 2026-03-22
Subjects: Earth Sciences, Environmental Sciences
Forest degradation in rapidly urbanising tropical regions is often underestimated due to reliance on two-dimensional spectral indicators that inadequately capture vertical forest structure. This study evaluates the reliability of satellite-derived forest extent in Ekiti State, Nigeria, by integrating multi-sensor remote sensing data with spaceborne LiDAR from the Global Ecosystem Dynamics [...]
A Systematic Review of Toxic Metals Occurrences through Drinking Water in Ghana
Published: 2026-03-18
Subjects: Environmental Sciences
Toxic metals (TMs) are metallic contaminants that cause adverse health effects even at low exposure levels. Arsenic (As), Manganese (Mn), Lead (Pb), and Cadmium (Cd) are among these contaminants of concern, causing irreversible developmental damage to children (Pb), as well as cardiovascular disease (Pb) and cancers (As) in adults. Arsenic and Manganese are primarily geogenic groundwater [...]
Temporal Analysis of Site-Level Methane Emissions from Nearly One Thousand Upstream Oil and Gas Facilities Equipped with Fixed-Point Continuous Monitoring Systems
Published: 2026-03-18
Subjects: Environmental Sciences, Physical Sciences and Mathematics
Temporal variability in methane emissions from oil and gas facilities may significantly impact the accuracy of measurement-based emissions inventories and the effectiveness of measurement-based mitigation policies. Yet the existing knowledge of duration, frequency, and magnitude of emission events remains very limited. A deeper understanding of these temporal characteristics is therefore [...]
WetlandMapper: A Python package for automatic wetland mapping, dynamics classification, and cover-type characterisation from multispectral time-series data
Published: 2026-03-17
Subjects: Earth Sciences, Environmental Sciences
Beyond efficiency: Disentangling structural and behavioral sufficiency in U.S. residential decarbonization pathways
Published: 2026-03-16
Subjects: Climate, Environmental Sciences, Physical Sciences and Mathematics, Social and Behavioral Sciences
Decarbonization strategies in the residential sector have largely focused on lowering the carbon intensity of energy supply and improving end-use efficiency. Sufficiency, defined as avoiding unnecessary energy demand while maintaining well-being, remains largely absent from national energy system analyses, obscuring the relative and combined roles of efficiency and sufficiency in reducing energy [...]
Probabilistic modelling of pharmaceutical pollution risk from sewage treatment work discharges using a Bayesian Network: application to a Scottish river catchment
Published: 2026-03-16
Subjects: Earth Sciences, Environmental Engineering, Environmental Monitoring, Environmental Sciences, Hydrology, Pharmacology, Toxicology and Environmental Health, Statistical Models, Statistics and Probability, Water Resource Management
Pharmaceuticals are increasingly recognised as a class of emerging contaminants of concern in rivers. Their continuous release from human use and variable removal in sewage treatment works (STWs) can produce ecologically relevant concentrations and contribute to antimicrobial resistance. We developed a probabilistic catchment-scale model based on a Bayesian Network (BN) to quantify pharmaceutical [...]
Territorially-Specialized Machine Learning Models for Wildfire Risk Prediction Across Argentina Using Satellite Data and H3 Hexagonal Grids
Published: 2026-03-14
Subjects: Earth Sciences, Environmental Sciences
Wildfire risk prediction in large, ecologically diverse countries requires models that account for regional variation in fire drivers. We present GeoAlertAR-ML, a wildfire risk prediction system for Argentina that uses an ensemble of regionally specialized Random Forest classifiers operating over a national hexagonal grid of 13,231 H3 cells. Unlike global fire danger indices or single-model [...]
Inequality’s contribution to global catastrophic risk
Published: 2026-03-13
Subjects: Agriculture, Environmental Sciences, Human Geography, Nature and Society Relations, Social and Behavioral Sciences
Inequality is rising and so is global catastrophic risk. These two problems are not independent from each other. Inequality has historically been a major driver of social instability, and is increasing the risk of global catastrophes today. We demonstrate this by drawing on the rich literature around societal collapse and global catastrophe from both past and modern societies, highlighting the [...]
A terrain-aware approach for image-based urban flood monitoring
Published: 2026-03-12
Subjects: Earth Sciences, Environmental Monitoring, Environmental Sciences, Hydrology, Water Resource Management
Urban nuisance flooding is widespread, yet quantitative observations of its magnitude and spatial variability remain limited. Most image-based approaches provide only relative measures of flooded image fraction, while quantitative methods require surveyed ground control and three-dimensional reconstruction. We introduce a terrain aware, perspective weighted framework that converts flooded image [...]
Nationwide deadwood mapping reveals rising mountain forests vulnerability
Published: 2026-03-12
Subjects: Climate, Ecology and Evolutionary Biology, Environmental Monitoring, Environmental Sciences, Forest Sciences
Forest mortality is increasing globally under climate change, making detailed, large-scale monitoring essential for understanding ecosystem responses and guiding adaptive forest management. Here, we present a spatio-temporal assessment of standing deadwood in Switzerland from 2018 to 2023, derived from centimeter-scale high-resolution aerial imagery. We reveal a consistent upslope concentration [...]
Multi-decadal Barrier Island Fate Varies as a Function of Management Strategy
Published: 2026-03-11
Subjects: Earth Sciences, Environmental Sciences, Physical Sciences and Mathematics
Barrier islands are highly dynamic components of sandy coastlines, making up 10% of coastlines globally. Barriers provide recreational opportunities, protect mainland communities from storms, support tourism, and provide ecologically important habitat. Using a spatially explicit barrier island model, CASCADE, calibrated to represent the historical dynamics of Ocracoke, a barrier island in the [...]
Evaluating global spectral unmixing techniques using imaging spectroscopy data for retrieval of green, non-photosynthetic vegetation, and soil fractional cover
Published: 2026-03-11
Subjects: Earth Sciences, Environmental Monitoring, Environmental Sciences, Physical Sciences and Mathematics, Remote Sensing, Soil Science
Global estimates of fractional cover of green vegetation (GV), non-photosynthetic vegetation (NPV), and soil provide valuable information about the Earth system. As the new generation of Earth visible-to-shortwave infrared (VSWIR) imaging spectrometers take orbit, global fractional cover data will be obtainable with new and improved spectral unmixing algorithms. Using an ASD Field Spectrometer [...]