Preprints
Filtering by Subject: Environmental Monitoring
Investigation of Drivers and Sources of Potential Harmful Algal Blooms in Lake Anna, Virginia, 2023–24
Published: 2026-09-02
Subjects: Biogeochemistry, Earth Sciences, Environmental Monitoring, Environmental Sciences, Hydrology, Physical Sciences and Mathematics, Water Resource Management
Algal blooms in freshwater reservoirs are an increasing concern because of the risk to aquatic ecosystem health, recreational use, and water quality. Among the taxa that comprise an algal bloom, cyanobacteria are of particular concern due to the potential to produce toxic compounds which can cause acute and chronic illness in humans if ingested through contaminated water or shellfish. When toxins [...]
The Bhote Koshi–Trishuli flash flood of 26 August 2026, Rasuwa, Nepal: warning latency exceeded flood travel time
Published: 2026-08-29
Subjects: Earth Sciences, Environmental Monitoring, Hydrology
An ice-rock mass detached from the northern flank of the Langtang massif, Nepal, at 08:37:10 Nepal Time on 26 August 2026. It blocked the Lhende Khola and released a cascade that killed more than 500 people along the Bhote Koshi-Trishuli-Narayani corridor. This study measures the warning chain end to end, timing the front at six stations from ten-minute stage series recovered from the river-watch [...]
Data Test of a Hydro-Kinematic State Graph for Landslide Forecasting
Published: 2026-08-26
Subjects: Applied Statistics, Earth Sciences, Environmental Monitoring, Environmental Sciences, Geomorphology, Statistics and Probability
A graph model can make landslide-monitoring relationships explicit, but a graph is not automatically more informative than a well-regularized time-series model. This study tests that distinction on the publicly released Lamosano landslide record from northeastern Italy. The processed dataset contains 161 observations of 11-day horizontal InSAR differential displacement and rainfall from 10 April [...]
What can satellite embedding fields tell us about shallow coral-reef habitats? A decodability survey of AlphaEarth over the Great Barrier Reef
Published: 2026-08-25
Subjects: Environmental Monitoring, Environmental Sciences, Oceanography, Oceanography and Atmospheric Sciences and Meteorology, Physical Sciences and Mathematics
Annual satellite embedding fields compress a year of multi-sensor observation into a 64-dimensional vector per 10 m pixel, globally; whether they retain ecologically meaningful information about the submerged reef benthos is untested. We conducted a registered decodability survey of the AlphaEarth Foundations embedding over shallow (< 10 m) Great Barrier Reef habitats: every candidate output [...]
Spatial Recognition Justice: Integrating Participatory Mapping and Discrete Choice Experiment to Elicit Ecosystem Service Values
Published: 2026-08-21
Subjects: Environmental Indicators and Impact Assessment, Environmental Monitoring, Geographic Information Sciences, Nature and Society Relations, Other Environmental Sciences, Spatial Science
Nature-based solutions (NBS) have become a central component of climate adaptation and sustainability agendas in many cities. Yet NBS implementation increasingly faces opposition from residents. As NBS fail to consider diverse needs, values, and priorities of different population segments, they fall short from a recognition justice perspective. This study provides a systematic assessment of [...]
Comparing UNet and HRNet for Geomorphic Feature Extraction from Digital Terrain Model-Derived Land Surface Parameters
Published: 2026-08-20
Subjects: Environmental Monitoring, Geology, Geomorphology, Remote Sensing
Automated extraction of geomorphic features from high spatial resolution terrain data is important for environmental monitoring, geohazard assessment, and landscape change analysis. This study compares two convolutional neural network architectures, UNet and High-Resolution Network (HRNet), for semantic segmentation of mine benches and sinkholes from lidar-derived digital terrain models and land [...]
Flooded Rivers, Drying Wetlands, Vanishing Tributaries: Hydrological Paradox of the East Ganga Plains
Published: 2026-08-16
Subjects: Environmental Monitoring, Geomorphology, Hydrology, Natural Resources Management and Policy, Physical Sciences and Mathematics, Sustainability, Water Resource Management
The East Ganga Plains (EGP) present a striking hydrological paradox: while embanked rivers flood with increasing magnitude, adjacent wetlands and groundwater-fed streams are desiccating, and aquifer storage is declining. Using satellite remote sensing and gravimetry, we document that: (i) wetlands exhibit significant water-cover loss despite stable monsoon rainfall; (ii) small rivers and [...]
PyRiverShift: A Gaussian Transect Decomposition Framework for Quantifying Sub-Pixel Lateral Channel Mobility
Published: 2026-08-16
Subjects: Applied Statistics, Earth Sciences, Environmental Indicators and Impact Assessment, Environmental Monitoring, Geomorphology, Hydrology, Physical Sciences and Mathematics, Sedimentology, Water Resource Management
Along many rivers, lateral channel mobility is a key process, yet quantification from freely available multi-decadal 30 m Landsat imagery is constrained by low pixel resolution relative to channel width. We introduce PyRiverShift, a sensor-agnostic spectral decomposition framework. PyRiverShift fits a 1-D Gaussian to NDWI profiles along valley-perpendicular transects, recovering sub-pixel channel [...]
Source-composition sensitivity in historical marine wind observations: a CLIWOC case study, 1750--1855
Published: 2026-08-15
Subjects: Climate, Earth Sciences, Environmental Monitoring, Environmental Sciences, Environmental Studies, Library and Information Science, Meteorology, Oceanography and Atmospheric Sciences and Meteorology, Other Applied Mathematics, Other Computer Sciences
Recovering Climate’s History with Artificial Intelligence used the CLIWOC ship-logbook database to argue that sailors’ wind observations reveal a previously undetected shift in global atmospheric circulation between the late eighteenth and early nineteenth centuries. We reproduce the article's principal annual aggregate from CLIWOC release 2.1 and find that this unstandardized, record-weighted [...]
Methane emissions intensity mapping from space reveals outsized emissions impact from marginal oil and gas production in the U.S.
Published: 2026-08-09
Subjects: Atmospheric Sciences, Environmental Monitoring, Oil, Gas, and Energy
Methane emissions reduction from the oil/gas sector, the largest industrial methane source, is a widely-recognized effective strategy for slowing the rate of climate warming. There are over 600,000 well-pads in the U.S.; one-fifth produce most of the economic value, while the remainder produce limited oil/gas. We use high-resolution MethaneSAT satellite data covering >80% of US onshore [...]
Hydroclimatic Regime Shifts and Compound Heat–Dry Events in Rajshahi Division, Bangladesh: Integrating Thermal Gradients, Change-Point Detection, and Heat-Driven Dryness Dynamics (1992–2022)
Published: 2026-08-07
Subjects: Climate, Environmental Indicators and Impact Assessment, Environmental Monitoring, Hydrology, Meteorology, Other Earth Sciences, Other Oceanography and Atmospheric Sciences and Meteorology, Statistical Models
Hydroclimatic variability and compound climate extremes are increasingly affecting monsoon-dominated regions of South Asia, particularly drought-prone northwestern Bangladesh. However, integrated assessments of thermal dynamics, atmospheric moisture, land–atmosphere coupling, and compound heat–dry events remain limited in the regional context. Therefore, this study investigated long-term [...]
Climatic distance to cultivar origin predicts Deglet Noor date quality across two continents
Published: 2026-08-07
Subjects: Agronomy and Crop Sciences Life Sciences, Climate, Desert Ecology, Environmental Monitoring
Background. Premium-grade cultivars of terroir-controlled crops are tied to specific climatic origins, yet the quantitative relationships linking climate, soil and quality remain poorly resolved across whole production landscapes. Deglet Noor date palm — the historically dominant premium cultivar of North African oases, named for the optical translucency of its top-grade fruits — exemplifies this [...]
Twin indicators of coastal vulnerability: land subsidence and mangrove extent change in Dili, Timor-Leste
Published: 2026-08-06
Subjects: Climate, Environmental Indicators and Impact Assessment, Environmental Monitoring, Geomorphology, Geophysics and Seismology, Natural Resources and Conservation
Mangrove forests and land subsidence are major drivers of coastal vulnerability rarely quantified together outside the well-studied deltas of Southeast Asia. This study provides the first satellite-based, twin-indicator assessment of coastal vulnerability for Dili, Timor-Leste, combining Sentinel-1 InSAR time series analysis of land subsidence with Global Mangrove Watch extent change over a [...]
Plume Origin Localisation with Computer Vision
Published: 2026-08-05
Subjects: Climate, Environmental Monitoring, Physical Sciences and Mathematics
Satellite remote sensing has become a critical tool for monitoring, measuring, and mitigating methane emissions globally. Reliable attribution of methane plumes to their source facility is needed to enable emission mitigation action, robust emissions accounting, and regulatory oversight. Although experts can manually attribute plumes to individual facilities, automated approaches are required for [...]
The Unfinished Map: Observing the Indian Ocean through Model-Corrected, Fleet-Based Sensing
Published: 2026-08-04
Subjects: Earth Sciences, Environmental Monitoring, Environmental Sciences, Oceanography
We make decisions about the ocean-the largest and most consequential system on Earth-from a sample so sparse it would be judged inadmissible in almost any other science. Less than one-thousandth of one percent of the deep seafloor has ever been seen by a human eye or camera; most deep-ocean observation has been carried out by a handful of wealthy nations; and the Indian Ocean-which has absorbed a [...]