Preprints
There are 6976 Preprints listed.
Global Climate Risks for Outdoor Sports Under CMIP6 Scenarios: A Multi-Indicator Assessment Based on WBGT, Heat Index, Heavy Rainfall, and Heatwaves
Published: 2026-02-03
Subjects: Environmental Indicators and Impact Assessment, Physiology
Outdoor sports are increasingly exposed to climatic conditions that challenge athlete safety, performance and event organisation. Despite extensive physiological and epidemiological evidence on heat stress, no global assessment has yet quantified how multiple climate hazards will jointly constrain outdoor sport under future climate change. Here we provide the first global, CMIP6-based, [...]
A metadata schema for documenting material samples from multiple domains
Published: 2026-02-04
Subjects: Biodiversity, Databases and Information Systems, Earth Sciences, Environmental Sciences, Library and Information Science
This paper documents a metadata schema, implementation, and associated vocabularies developed for the Internet of Samples (iSamples) project to integrate geoscience, archaeology/anthropology, biology and genomics sample descriptions in a single cross-domain catalog. To develop the sample description scheme for sample discovery across these disparate domains, we reviewed the metadata schema and [...]
Amazon deforestation footprint across global food and financial systems
Published: 2026-03-05
Subjects: Agriculture, Environmental Studies, Forest Management, Remote Sensing
Agriculture-driven deforestation in the Amazon remains a major threat to ecosystem stability, biodiversity, and climate regulation. Yet the role of global commodity consumption and finance in driving deforestation in the Amazon remains poorly understood and inadequately addressed. We provide the first comprehensive assessment of the Amazon deforestation footprint embedded in global supply chains [...]
Discharge Deficits in the Nepali Himalaya Linked to Greening and Warming
Published: 2026-03-05
Subjects: Hydrology
Anthropogenic climate change and rapid infrastructure development have drastically altered the hydrology of many watersheds, influencing the speed at which water is absorbed, stored, and distributed. In this work, we use long-term daily discharge records in the Nepali Himalaya alongside rainfall and snowmelt data to explore whether there have been large-scale shifts in the conversion of upstream [...]
Scaling Spatiotemporal Transformers for Regional Food Security: A Tri-Stream Latent-Dynamic Approach to Pre-Harvest Yield and Price Forecasting
Published: 2026-04-16
Subjects: Civil and Environmental Engineering
Pre-harvest yield forecasting and price stability prediction are critical for food security planning in climate-vulnerable regions, yet existing approaches struggle to integrate heterogeneous data streams spanning satellite imagery, historical agricultural statistics, and socioeconomic indicators. We present the Tri-Stream Latent-Dynamic Transformer (TLDT), a novel deep learning architecture that [...]
The Anthropocene as a Multi-Level Stability Landscape Regimes, Transitions, and Reorganization of the Human–Earth System
Published: 2026-04-02
Subjects: Earth Sciences, Environmental Sciences, Environmental Studies, Physical Sciences and Mathematics, Social and Behavioral Sciences
Understanding the evolution of the human–Earth system over decadal-to-centennial timescales remains a central challenge in Earth system science. The Anthropocene is commonly described using trajectories, tipping elements, and scenario pathways, which capture non-linear dynamics but do not provide a unified representation of regime structure and transitions at planetary scale. Here we introduce a [...]
Urban Green Cover and Land Surface Temperature in Ho Chi Minh City: A Remote Sensing Analysis of Vegetation Cooling Effects Across Historical Development Rings, 1990–2025
Published: 2026-03-26
Subjects: Environmental Monitoring
Ho Chi Minh City's 11.3 million residents live in a landscape shaped by four political regimes — French colonial, wartime, socialist, and market-era — each of which built the city it needed and left the green space debt for the next. Using Sentinel-2 and Landsat satellite imagery from 1990 to 2025, we map vegetation cover and surface temperature across the city at 100-meter resolution and trace [...]
Compound Drivers of Antarctic Sea Ice Loss
Published: 2026-02-10
Subjects: Oceanography
Antarctic sea-ice extent began declining since 2015, reaching its lowest extent in the post-1970s observational era in 2023. To diagnose the drivers of this decline, we analyse an observationally constrained sea ice-ocean model spanning 2013-2023, and identify three distinct phases of sea-ice retreat. First, an intensification of westerly winds preconditioned the Southern Ocean via increased [...]
Testing the accuracy and transferability of remotely sensed biomass models across heterogeneous grasslands
Published: 2025-08-28
Subjects: Physical Sciences and Mathematics
Grassland aboveground biomass provides key insights into ecological processes such as carbon sequestration, animal movement patterns, and agricultural management practices. Different model types have been developed to estimate grassland biomass from satellite imagery. However, differences in model performance across sites with varying management and ecology remain largely understudied. In this [...]
Influence of snowpack properties and local incidence angle on SAR signal depolarization: a mathematical model for high-resolution snow depth estimation
Published: 2025-02-26
Subjects: Remote Sensing
Recently, Dual-Polarimetric Synthetic Aperture Radar (SAR) has been shown to be effective for large-scale snow cover monitoring, but it faces significant challenges when applied to finer resolutions, which are crucial for applications such as avalanche forecasting. In this study, we propose a novel mathematical model to retrieve snow properties from Sentinel-1 SAR data, leveraging variations in [...]
When rotation-invariant spectra enter structural design: interpreting RotD100 and related measures
Published: 2026-05-08
Subjects: Civil Engineering, Structural Engineering
In many design procedures, a scalar response spectrum like RotD50 or RotD100 is interpreted as a component spectrum applied independently along two orthogonal structural directions. When a maximum-direction measure such as RotD100 is used in this way, an implicit assumption is introduced: both structural axes experience the worst possible orientation of ground motion. This has contributed to the [...]
Weather types and rainfall variability during the Northeast Monsoon over Malaysia
Published: 2026-02-05
Subjects: Oceanography and Atmospheric Sciences and Meteorology
Malaysia frequently experiences extreme rainfall throughout the Northeast Monsoon season. However, the connection between extreme rainfall and distinct monsoonal synoptic circulations remains to be fully investigated. This study aims to identify the dominant synoptic circulation patterns and the associated extreme precipitation using weather type classification method. K-means algorithm was [...]
Systematic Evaluation of the Influence of Camera Placement and Settings on the Quality of Photogrammetric Models of Rocks
Published: 2026-02-05
Subjects: Geology, Numerical Analysis and Scientific Computing, Other Computer Sciences, Other Physical Sciences and Mathematics
Despite the widespread adoption of photogrammetry across diverse disciplines, the relative influences of image acquisition parameters on the quality of photogrammetric models are seldom quantitatively understood. To address this, we conducted experiments under controlled lighting conditions, camera positions, and camera settings and evaluated the quality of the resultant models using both a [...]
Hybrid Physics–AI Ecosystem Simulations Improve Biogeochemical Predictions in Temperate Shelf Seas
Published: 2026-02-03
Subjects: Artificial Intelligence and Robotics, Biochemistry, Biogeochemistry, Environmental Health and Protection, Environmental Indicators and Impact Assessment, Environmental Monitoring, Marine Biology, Numerical Analysis and Scientific Computing, Oceanography, Planetary Biogeochemistry, Terrestrial and Aquatic Ecology
Biogeochemical models form a core part of marine forecasting and climate projections, yet they suffer from persistent biases in predicting key ecosystem variables, creating challenges across regional and global scales. To address this, we developed an AI-augmented three-dimensional hybrid framework that integrates machine-learning corrections directly into a process-based model’s productivity [...]
Mangrove Forest loss and Future Risk Analysis for Southeast Asia using Satellite-derived data and Machine learning
Published: 2026-02-05
Subjects: Environmental Studies
Mangrove forests are a critical part of our ecosystem, which works continuously to fight the carbon footprint, coastal erosion and provides support for biodiversity. However, these forests are encountering notable loss across tropical areas. To save these diverse ecosystem it is important to identify the mangrove loss factors and future risk zones. In this study, I have worked on a multi-country [...]