Preprints
Filtering by Subject: Life Sciences
Long-term incubations reveal geochemical controls on wood biomass preservation at the anoxic sediment-water interface
Published: 2025-11-21
Subjects: Life Sciences
Ocean-based carbon dioxide removal (CDR) strategies increasingly consider biomass burial in anoxic marine basins as a pathway for long-term carbon storage. To evaluate its stability and environmental impact, we conducted 14-month bottle incubations testing three configurations of terrestrial wood under anoxic conditions: suspended in the water column, placed on the sediment surface, and buried [...]
Attention-Based Deep Learning for Runoff Forecasting: Evaluating the Temporal Fusion Transformer Against Traditional Machine Learning Models
Published: 2025-11-21
Subjects: Engineering, Life Sciences
Reliable runoff forecasting is critical for water management and flood preparedness in Nepal’s steep, data-scarce catchments. Traditional models such as SWAT provide process insights but demand extensive calibration and detailed inputs often unavailable in such regions. Recent advances in attentionbased deep learning offer new opportunities to capture temporal dependencies with improved [...]
Thermal Power and Climate Change: A Data-Driven Analysis of Cause and Effect, 1800-2100
Published: 2025-11-20
Subjects: Education, Engineering, Life Sciences, Physical Sciences and Mathematics, Social and Behavioral Sciences
Since 2020, global politics have shifted dramatically to the right—most notably in Europe and the United States. By 2024, this rightward turn in the U.S. reached its culmination with the open denial of climate change, the defunding of clean energy initiatives, and a wholesale dismissal of science—especially climate science. Key domestic and international institutions such as NOAA, NASA, the U.S. [...]
Integrated Geophysical and Hydrochemical Assessment of Groundwater Salinization in the Western Nile Delta, Egypt
Published: 2025-11-15
Subjects: Earth Sciences, Life Sciences
A total of integrated geophysical and hydrochemical investigations were conducted to characterize groundwater salinization in the western Nile Delta, Egypt. Twenty-five time-domain electromagnetic (TDEM) soundings and 30 water samples (depths 5–167 m) were used together with borehole logs and temporal comparison to 2012 datasets. One-dimensional TDEM inversion and 3-D resistivity modeling [...]
Coastal Wetland Restoration and Greenhouse Gas Pathways: A Global Meta-Analysis
Published: 2025-11-14
Subjects: Biology, Ecology and Evolutionary Biology, Environmental Microbiology and Microbial Ecology Life Sciences, Life Sciences, Marine Biology, Microbiology, Terrestrial and Aquatic Ecology
Coastal wetland restoration is widely promoted as a tool for climate change mitigation, but its effect on the carbon cycle is not well constrained. We conducted a systematic review and meta-analysis of peer-reviewed field studies that directly contrasted restored with altered sites, covering carbon stocks and greenhouse gas fluxes across mangroves, saltmarshes, seagrass meadows, brackish systems, [...]
Developing an Open-access Telegram Bot for Automated, estimation and IA-based interpreted of OpenQuake Ground-Motion intensity measures
Published: 2025-11-13
Subjects: Education, Engineering, Life Sciences, Physical Sciences and Mathematics
The prediction of Intensity Measures (IMs) using Ground-Motion Models (GMMs) is a fundamental component of seismic hazard assessment. However, the best estimation of IMs traditionally requires specialised searchers, programming expertise, and the manual sourcing of regression coefficients. This complexity creates a significant barrier to rapid, scenario-based analysis for engineers, researchers, [...]
Recent climate change reduced Spanish forests' carbon sink capacity
Published: 2025-11-13
Subjects: Artificial Intelligence and Robotics, Ecology and Evolutionary Biology, Environmental Sciences, Forest Sciences, Life Sciences
Forests play a crucial role as carbon sinks and are central to climate mitigation strategies, yet their long-term reliability in this function is increasingly uncertain under climate change. Using deep learning techniques on a multi-source dataset—combining multi-spectral satellite data, airborne laser scanning, and ground-based measurements—we produced the most up-to-date high-resolution maps of [...]
A New Optic on Mangrove Conservation: Blue Nitrogen
Published: 2025-10-27
Subjects: Environmental Studies, Life Sciences
Nitrogen (N) pollution is a primary driver of widespread coastal ecosystem collapse, and mangrove forests represent an undervalued natural mitigation solution for nitrogen removal. Through a comprehensive meta-analysis, we reveal that globally, mangroves remove 870 Gg N annually, which represents only 15% of their theoretical maximum capacity of 5,670 Gg N yr-1. The economic value of this service [...]
Fallowed Heat Island: High surface temperature from fallowed agricultural lands increases nearby water demand and reduces crop yield.
Published: 2025-10-26
Subjects: Engineering, Life Sciences
Agricultural land fallowing is a practice of temporarily idling farmlands to maximize soil water storage, restore plant nutrients, and minimize soil erosion hazards. Despite the benefits of land fallowing, it remains unclear to what extent it affects nearby crop productivity. Here, we show that one such effect is through the fallowed heat island, a concept similar to urban heat island, whereby [...]
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 [...]
Reframing natural organic matter research through compositional data analysis
Published: 2025-10-13
Subjects: Life Sciences
Compositional data (CoDa) are prevalent in environmental research. They represent parts of a whole, such as percentages, proportions, and relative or absolute abundance. They are arrays of positive data that convey relevant information in the ratios between their components. Standard statistical techniques developed for real random observations often yield spurious results and are therefore [...]
Nutrition in Abrupt Sunlight Reduction Scenarios: analysis and prevention of malnutrition in low-income regions
Published: 2025-10-13
Subjects: Agriculture, Food Science, Life Sciences, Medicine and Health Sciences, Public Health
Purpose: An abrupt sunlight reduction scenario (ASRS) can be triggered by a nuclear war, a large volcanic eruption, or an asteroid strike, resulting in global agricultural collapse. A wide portfolio of resilient food interventions has been developed to address these issues, but even if they succeed in providing sufficient food energy for the global population, economic inequality could still [...]
Estimating Stability Constants and Entropy for Reactions Between Aqueous Metal Ions and Monovalent Oxygen-Bearing Ligands: Applications to Hydrothermal Metal–Organic Acid Systems
Published: 2025-10-02
Subjects: Life Sciences, Medicine and Health Sciences, Physical Sciences and Mathematics
Linear free energy relations were obtained from existing experimental data and used to estimate stability constants for over 16,000 metal complexes with monovalent oxygen-bearing ligands comprising 75 metal species and 220 ligands. Similar relationships for metal-ligand entropy of association were also obtained which facilitate computation of stability constants from 0 to 125°C for over 6000 [...]
Integrating Environmental Variables and Machine Learning for Wildfire Susceptibility Prediction in Portugal
Published: 2025-09-29
Subjects: Life Sciences, Physical Sciences and Mathematics
Wildfires constitute a significant ecological disturbance within Mediterranean ecosystems, exerting profound effects on forest dynamics, biodiversity, and land management practices. The development of precise susceptibility mapping is essential to inform prevention strategies, optimize resource allocation, and promote sustainable forest management by increasing fire pressure. This study employed [...]
Restoration of forestry-drained oligotrophic peatlands can bring climate change mitigation within a few decades
Published: 2025-09-29
Subjects: Life Sciences
Introduction: Assessment of climate mitigation of peatland restoration is urgently needed, but data on greenhouse gas (GHG) fluxes from restored forestry-drained peatlands (FDP) is sparse. Using surrogate values from pristine peatlands, some studies have indicated long-lasting warming effect of restoration especially of nutrient-poor FDPs, while studies considering realized conditions and data [...]