Preprints
Filtering by Subject: Life Sciences
Towards a global deep learning model for daily soil CO2 efflux
Published: 2025-02-22
Subjects: Life Sciences
Soil CO2 efflux, the largest flux of CO2 to the atmosphere, is expected to rise globally under climate change. Its magnitude and temporal variability are highly uncertain, and daily-scale models capturing rapid changes to environmental drivers remain rare. We used a global database of soil CO2 efflux (total observations = 7,797,535 from 2002-2020) to train a deep learning model (Long Short-Term [...]
Senescence driven solubilization of biomass is the main source of kelp-derived dissolved organic carbon to the coastal ocean
Published: 2025-02-22
Subjects: Life Sciences
Kelp forests form some of the most productive areas on earth and are proposed to sequester carbon in the ocean, largely in the form of released dissolved organic carbon (DOC). Here we investigate the role of environmental, seasonal and age-related physiological gradients on the partitioning of net primary production (NPP) into DOC by the canopy forming giant kelp (Macrocystis pyrifera). Rates of [...]
The Importance of Geospatial Technology in Monitoring Plant Health
Published: 2025-02-21
Subjects: Engineering, Life Sciences, Physical Sciences and Mathematics
Solving the problems presented by climate change depends on geospatial technology in great measure. Through shifting pest and disease dynamics, increasing frequency of extreme weather events, and modifying growth circumstances, climate change aggravates problems with plant health. For example, remote sensing data and satellite-based climate models help one to forecast how variations in [...]
Opuntia Invasion Risk and Management Strategies in China: A Comprehensive Review Under Climate Change Scenarios
Published: 2025-02-18
Subjects: Life Sciences
Including China, the genus Opuntia prickly pear cactus has grown to be a quite troublesome invading species in many different countries. With an eye toward Opuntia's ecological effects, present management practices, and suggestions for future control activities, this review assesses the possible distribution and invasion risk of the plant under climate change conditions. We investigate the [...]
Occurrence of tetraester and mixed ether/ester-bound iso-diabolic acid membrane-spanning lipids in mineral soils
Published: 2025-02-05
Subjects: Life Sciences
Branched glycerol dialkyl glycerol tetraethers (brGDGTs) are a suite of membrane lipids that are widely used as empirical proxies for past temperature and pH. Although the stereochemistry of their glycerol moiety suggests that they are produced by bacteria, the exact producers and the biosynthetic pathway of brGDGTs remain unclear. Here we report the occurrence of tetraester and mixed ester/ether [...]
Most Landfill Methane Emissions Escape Detection in EPA21 Surface Emission Monitoring Surveys
Published: 2025-02-05
Subjects: Engineering, Life Sciences
We measured emissions from ten landfills using mobile surveys and Surface Emission Monitoring (SEM) to determine what fraction of emissions that be identified by SEM surveys. Using mobile methane measurements and a back-trajectory attribution and rate estimation method, we measured overall site emissions and those of individual landfill components (active face, closed cells, leachate, etc). We [...]
Comprehensive Assessment of Flood Risk and Community Impact of Concentrated Animal Feeding Operations in Iowa
Published: 2025-02-05
Subjects: Agriculture, Civil and Environmental Engineering, Civil Engineering, Engineering, Environmental Engineering, Hydraulic Engineering, Life Sciences
Flooding presents a significant risk to Concentrated Animal Feeding Operations (CAFOs), especially in regions increasingly affected by extreme weather events. This study uses advanced geospatial analysis techniques to assess the environmental and economic vulnerabilities of 12,703 CAFOs across Iowa, United States. We focused on the exposure of CAFOS to 100-year and 500-year floodplains, [...]
Evaluating the potential of underwater television to contribute to marine litter assessments alongside bottom trawling
Published: 2025-01-31
Subjects: Life Sciences
The role of information in shaping the emerging agricultural soil carbon market
Published: 2025-01-23
Subjects: Agriculture, Life Sciences
The agricultural soil carbon market that has emerged in recent years is widely regarded as a promising opportunity for farmers in the Global North and South, enabling them to generate carbon credits and derive a source of income from the adoption of alternative land management practices which contribute to climate change mitigation by increasing soil carbon sequestration and/or reducing [...]
Were Precambrian oceans devoid of planktonic cyanobacteria? Insights from metabolism
Published: 2025-01-09
Subjects: Life Sciences
Studies on biospheric evolution often assume planktonic cyanobacteria existed in Precambrian oceans, but that their productivity was limited due to various factors. However, available evidence suggests that planktonic cyanobacteria only colonized the open ocean near the Neoproterozoic-Phanerozoic boundary, close to the when a period of atmospheric oxygenation triggered the rise of animals. It is [...]
Evolution of desalination research and water production in the Middle East: a five-decade perspective
Published: 2024-12-19
Subjects: Engineering, Life Sciences
Rapid urbanization and population growth, coupled with depleting groundwater reservoirs, have significantly increased reliance on desalination technologies in the arid Middle East, which accounts for nearly half (46%) of global desalination capacity. This large production volume has raised critical questions on the status of desalination research in this water-stressed region, and on whether it [...]
ESG mapping of the Australian mining sector – The state of play on mobilising spatial datasets for decision making
Published: 2024-12-19
Subjects: Life Sciences
The global energy transition will drive increased demand for a broad range of mined minerals.40 Australia is well positioned to support the global energy transition, given its mature mining sector41 and rich and diverse mineral resources. The potential growth in the mining sector represents an42 economic opportunity, however, navigating the associated environmental, social, and governance43 (ESG) [...]
Impact of data density and endmember definitions on long-term trends in ground cover fractions across European grasslands
Published: 2024-12-17
Subjects: Life Sciences
Long-term monitoring of grasslands is pivotal for ensuring continuity of many environmental services and for supporting food security and environmental modelling. Remote sensing provides an irreplaceable source of information for studying changes in grasslands. Specifically, Spectral Mixture Analysis (SMA) allows for quantification of physically meaningful ground cover fractions of grassland [...]
Harmonised airborne laser scanning products can address the limitations of large-scale spaceborne vegetation mapping
Published: 2024-12-04
Subjects: Life Sciences
Vegetation structure data are essential for understanding the functioning of terrestrial ecosystems and for informing various science-policy interfaces. Recent years have seen a growing demand for high-resolution data on vegetation structure, driving the prediction of such metrics at fine resolutions (1 m - 30 m) at state, continental, and global scales by combining satellite data with machine [...]
SiCTT.net: Satellite Image Clustering Transpose Transformation Deep neural network for Mixed Pixel Deforestation Analysis in Optical Satellite for Land Use Land Cover Application
Published: 2024-11-15
Subjects: Education, Engineering, Life Sciences
Deforestation monitoring in Brazil for Land use land cover application is the combination of up-to-date monitoring and accuracy. For detailed observation on time, need a Sentinel-2 multi-spectral satellite imagery which is a combination of multiple bands of different frequency for better analysis. Sentinel-2 Multispectral Images are the combination of high resolution and low-resolution images [...]