Preprints
Filtering by Subject: Environmental Indicators and Impact Assessment
Evidence of low watershed resilience across the Western United States
Published: 2026-01-16
Subjects: Environmental Indicators and Impact Assessment, Environmental Monitoring, Sustainability, Water Resource Management
Vulnerable waters, including headwater streams and non-floodplain wetlands, are essential to watershed level resilience but notoriously difficult to measure over large spatial scales. Although individually small, vulnerable waters as a whole are integral in regulating hydrologic and biogeochemical processes. In the relatively small proportion of vulnerable waters that are continuously monitored, [...]
Assessing the Impact of Wind Erosion in Baringo County, Kenya
Published: 2026-01-13
Subjects: Environmental Indicators and Impact Assessment, Geomorphology, Soil Science
Wind erosion poses substantial threats to soil health and agricultural productivity in arid and semi-arid environments globally. In response to the escalating environmental challenge of wind erosion, this study, centered in Baringo County, employs a blend of remote sensing and GIS techniques alongside the Revised Wind Erosion Equation (RWEQ) model. The study spans a 25-year period, with a main [...]
Democratizing Environmental Data via the Model Context Protocol: A Service-Oriented Architecture for Environmental Intelligence
Published: 2026-01-13
Subjects: Artificial Intelligence and Robotics, Environmental Health and Protection, Environmental Indicators and Impact Assessment, Environmental Monitoring, Meteorology, Software Engineering, Sustainability
Advances in Artificial Intelligence (AI), particularly agentic AI, have created opportunities to improve efficiency and accuracy in addressing sustainability and environmental problems. Agentic AIs autonomously plan and execute towards specific goals with minimal or no human intervention; however, accessing environmental data is challenging and requires expertise, due to inherent fragmentation [...]
Governing the cryosphere beyond political timeframes
Published: 2025-11-26
Subjects: Climate, Earth Sciences, Environmental Indicators and Impact Assessment, Environmental Sciences, Environmental Studies, Glaciology, Nature and Society Relations, Oceanography and Atmospheric Sciences and Meteorology, Sustainability
Cryospheric systems are nearing irreversible thresholds, yet political processes remain misaligned with the long timescales of ice loss. Using COP30 as context, we argue that cryosphere science must inform governance capable of linking near-term decisions with long-term stability in a rapidly changing world.
Coral reef commitments are largely absent from national biodiversity and climate frameworks
Published: 2025-11-21
Subjects: Biodiversity, Climate, Environmental Health and Protection, Environmental Indicators and Impact Assessment, Environmental Monitoring, Environmental Sciences, Marine Biology, Natural Resource Economics, Natural Resources and Conservation, Natural Resources Management and Policy, Oceanography, Other Oceanography and Atmospheric Sciences and Meteorology, Sustainability
Global agreements under the Convention on Biological Diversity (CBD) and the UN Framework Convention on Climate Change (UNFCCC) call for integrated action on biodiversity loss and climate change. Yet national implementation remains poorly understood, even for ecosystems highly vulnerable to warming, such as tropical coral reefs. Bleaching-level heat stress has affected over 85% of global reefs [...]
The Tocantins Framework: A Machine Learning-Based Assessment of Intra-urban Thermal Anomalies
Published: 2025-11-10
Subjects: Applied Statistics, Artificial Intelligence and Robotics, Computer Sciences, Environmental Indicators and Impact Assessment, Environmental Sciences, Statistics and Probability, Sustainability
The Urban Heat Island (UHI) effect has been extensively studied at the city scale. Yet, the Intra-Urban Heat Island and the Intra-Urban Cool Island effects remain poorly characterized due to the absence of standardized quantification frameworks. This study introduces the Tocantins Framework, a dual-metric system combining machine learning and spatial morphology to identify and quantify [...]
Factors Affecting Aboveground Carbon Storage in Mixed Oak-Pine Forests: A Multiple Regression Analysis of Southeastern U.S. Forest Inventory Data
Published: 2025-11-02
Subjects: Applied Statistics, Climate, Ecology and Evolutionary Biology, Environmental Indicators and Impact Assessment, Environmental Sciences, Forest Biology, Forest Management, Multivariate Analysis, Natural Resources and Conservation, Plant Sciences, Statistical Models
This study investigated the factors affecting aboveground carbon storage in mixed oak-pine forests of the southeastern United States, with a particular focus on the influence of stand age. Using data from 946 Forest Inventory and Analysis (FIA) plots collected from 2009 to 2019, a multiple regression analysis was conducted to determine the relative importance of various forest and topographic [...]
Emerging Remote Sensing Tools for Comprehensive Cryosphere Assessment
Published: 2025-10-27
Subjects: Climate, Earth Sciences, Environmental Indicators and Impact Assessment, Environmental Monitoring, Environmental Sciences, Oceanography, Oceanography and Atmospheric Sciences and Meteorology, Other Physical Sciences and Mathematics, Physical Sciences and Mathematics
This review synthesizes current remote sensing (RS) applications for monitoring Earth's cryosphere, encompassing ice sheets, glaciers, sea ice, snow cover, permafrost, and mountain ice features. It examines how satellite-based technologies, including radar interferometry, laser altimetry, passive microwave sensors, and optical imagery, have revolutionized cryospheric science by enabling [...]
Comparative Analysis of GHG Calculation Methodologies in Aviation
Published: 2025-10-27
Subjects: Environmental Indicators and Impact Assessment, Sustainability, Transportation Engineering
The aviation sector faces mounting pressure to deliver transparent, comparable greenhouse-gas (GHG) disclosures under European Sustainability Reporting Standards (ESRS). We provide a comparison of aviation GHG methodologies spanning simple factor tools and flight-specific, lifecycle-inclusive approaches. Our approach combines a structured documentation review (retaining calculators that publish [...]
Complex Realities, Simple Signals? Global Evaluation of Early Warning Signals for Forest Mortality Events
Published: 2025-10-24
Subjects: Environmental Indicators and Impact Assessment, Environmental Monitoring, Longitudinal Data Analysis and Time Series, Other Ecology and Evolutionary Biology, Other Forestry and Forest Sciences, Sustainability
Forests around the world are increasingly experiencing large-scale regional mortality events as a result of droughts and heat waves. Despite their considerable impacts on the material, non-material, and regulatory contributions of forest ecosystems to people, these mortality events remain difficult to predict. Temporal Early Warning Signals (EWS) based on the concept of Critical Slowing Down [...]
Rethinking livestock futures: Integrating climate impacts and genomic technologies into global food security models
Published: 2025-10-23
Subjects: Animal Sciences, Environmental Indicators and Impact Assessment, Environmental Sciences, Life Sciences, Other Life Sciences, Physical Sciences and Mathematics
With the projected increase in the global population and food demand on a planet in climate crisis, the debate about the role of livestock continues to intensify. Animals farmed for food are both a victim and a contributor of climate change (CC), with animals suffering from heat stress due to CC but also a major contributor to greenhouse gas emissions (GHG). Livestock studies have demonstrated [...]
Machine learning approaches to Landsat change detection analysis
Published: 2025-10-14
Subjects: Environmental Health and Protection, Environmental Indicators and Impact Assessment, Environmental Monitoring, Environmental Sciences, Natural Resources and Conservation, Natural Resources Management and Policy, Other Environmental Sciences, Sustainability
The Landsat mission has captured images of the Earth’s surface for over 50 years, and the data have enabled researchers to investigate a vast array of different change phenomena using machine learning models. Landsat-based monitoring research has been influential in geography, forestry, hydrology, ecology, agriculture, geology, and public health. When monitoring Earth's surface change using [...]
Global deep learning model for delineation of optically shallow and optically deep water in Sentinel-2 imagery
Published: 2025-10-14
Subjects: Environmental Indicators and Impact Assessment, Environmental Monitoring, Environmental Sciences, Natural Resources and Conservation, Sustainability, Water Resource Management
In aquatic remote sensing, algorithms commonly used to map environmental variables rely on assumptions regarding the optical environment. Specifically, some algorithms assume that the water is optically deep, i.e., that the influence of bottom reflectance on the measured signal is negligible. Other algorithms assume the opposite and are based on an estimation of the bottom-reflected part of the [...]
Ecosystem extent mapping in a global monitoring context
Published: 2025-10-03
Subjects: Environmental Indicators and Impact Assessment, Geographic Information Sciences, Natural Resources and Conservation, Natural Resources Management and Policy, Other Ecology and Evolutionary Biology, Remote Sensing, Spatial Science, Sustainability
The vital role of ecosystems in maintaining biosphere stability is now recognised globally. Updates in policy frameworks on biodiversity and environmental decline include information on ecosystem extent (EE) as a core assessment indicator, e.g., the Global Biodiversity Framework indicator A2 ‘Extent of natural ecosystems’. The recently proposed System of Environmental-Economic Accounting – [...]
Support for Forest Conservation Imperatives: A Robust Approach for Multi-dimensional, Spatially Explicit Resilience Assessment
Published: 2025-09-18
Subjects: Environmental Indicators and Impact Assessment, Forest Management, Natural Resources and Conservation, Terrestrial and Aquatic Ecology
Forest ecosystems are ecologically, socially, and culturally valuable, and are arguably considered essential to global sustainability. Climate change and altered disturbance regimes are threatening the future of forests around the globe. Many countries are coming together to support and implement conservation and monitoring initiatives to improve future prospects for the restoration and [...]