Preprints
There are 5729 Preprints listed.
Estimating cooling capacities from aerial images using convolutional neural networks
Published: 2023-04-17
Subjects: Remote Sensing
In recent decades, the global cooling demand has significantly increased and is expected to grow even further in the future. However, knowledge regarding the spatial distribution of cooling demand is sparse. Most existing studies are based on statistical modelling, which lack in small-scale details and cannot accurately identify individual large cooling producers. In this study, we implement and [...]
Proposal of a new climate classification based on Köppen and Trewartha
Published: 2023-04-17
Subjects: Physical Sciences and Mathematics
A new and detailed climate classification based on Köppen-Geiger and Trewartha schemes is proposed, which uses four components (thermal zone, continentality, humidity, and seasonal distribution of precipitation) to determine a location’s climate type. It specifies thermal zones into nine types by subdividing tropical, subtropical, temperate, and polar zones, which are based on original Trewartha [...]
Radiocarbon analysis of soil microbial biomass via direct chloroform extraction
Published: 2023-04-15
Subjects: Biogeochemistry
Microbial processing of soil organic matter is a significant driver of C cycling, yet we lack an understanding of what shapes the turnover of this large terrestrial pool. In part, this is due to limited options for accurately identifying the source of C assimilated by microbial communities. Laboratory incubations are the most common method for this; however, they can introduce artifacts due to [...]
Soil carbon stocks not linked to aboveground litter input and chemistry of old-growth forest and adjacent prairie
Published: 2023-04-14
Subjects: Life Sciences
The long-standing assumption that aboveground plant litter inputs have a substantial influence on soil organic carbon storage (SOC) and dynamics has been challenged by a new paradigm for SOC formation and persistence. We tested the importance of plant litter chemistry on SOC storage, distribution, composition, and age by comparing two highly contrasting ecosystems: an old-growth coast redwood [...]
The Invisibility of Health Effects Associated with Water Pollution within Disease Burden Estimates: Analysis from a Colombian Andean Watershed
Published: 2023-04-14
Subjects: Public Health
Modernization goes along with a significant increase in pollution-related health risks linked to the ever growing economic and technological development. In addition to water-related communicable diseases, there are emerging concerns regarding the burden of disease attributable to the complexity of chemical pollution loads released into the environment. Studies demonstrating an association [...]
A cost model for ocean iron fertilization as a means of carbon dioxide removal that compares ship- and aerial-based delivery, and estimates verification costs.
Published: 2023-04-14
Subjects: Oceanography
This paper presents a cost model for implementing a deployment scale effort for conducting ocean iron fertilization (OIF) for marine-based carbon dioxide removal (CDR). The model incorporates basic oceanographic parameters critical for estimating the effective export of newly fixed CO2 into biomass that is stimulated by Fe addition to an Fe-limited region of the Southern Ocean. Estimated costs [...]
Calling for a National Model Benchmarking Facility
Published: 2023-04-14
Subjects: Biology, Computer Sciences, Earth Sciences, Ecology and Evolutionary Biology, Environmental Sciences, Life Sciences, Oceanography and Atmospheric Sciences and Meteorology, Other Life Sciences, Physical and Environmental Geography, Physical Sciences and Mathematics, Planetary Sciences, Systems Biology
The modern world uses predictive computer models for many important purposes, including weather predictions, epidemic management, flood forecasting and warnings, and economic policymaking. We need to know how much we can trust the projections of these models, not only to achieve more accurate projections for systems, but also to undertake scientific learning about systems by incrementally testing [...]
Impact of Climate Change on Mangrove Dependent Livelihoods through Climate Justice Lens in Lamu County, Kenya
Published: 2023-04-14
Subjects: Oceanography and Atmospheric Sciences and Meteorology
Majority of Lamu people depend on mangrove and fishery for trade and livelihood. However, their livelihood is now threatened by climate change which is increasingly becoming a local threat in the region. Due to destructive impacts of climate change on mangroves ecosystem, most of mangrove traders and fisherfolk in Lamu Kenya have seen their source of livelihood shrinking day by day. The study [...]
Matrix-based Methods for Regionalized Life Cycle Assessment
Published: 2023-04-14
Subjects: Sustainability
We develop a comprehensive computational framework for matrix-based regionalized life cycle assessment (LCA). When life cycle inventories and impact assessment methods have different spatial scales, spatial allocation is needed to map inventory locations to impact assessment spatial units. We review spatial allocation based on intersected areas and existing background emissions, and propose using [...]
Intercomparison of global foliar trait maps reveals fundamental differences and limitations of upscaling approaches
Published: 2023-04-14
Subjects: Life Sciences
Foliar traits such as specific leaf area (SLA), leaf nitrogen (N) and phosphorus (P) concentrations play an important role in plant economic strategies and ecosystem functioning. Various global maps of these foliar traits have been generated using statistical upscaling approaches based on in-situ trait observations. Here, we intercompare such global upscaled foliar trait maps at 0.5° spatial [...]
Assessment of simulations of a polar low with the Canadian Regional Climate Model
Published: 2023-04-14
Subjects: Atmospheric Sciences, Meteorology
Polar lows (PLs), which are intense maritime polar mesoscale cyclones, are associated with severe weather conditions. Due to their small size and rapid development, PL forecasting remains a challenge. Convection-permitting models are adequate to forecast PLs since, compared to coarser models, they provide a better representation of convection as well as surface and near-surface processes. A PL [...]
On the use of explainable AI for susceptibility modeling: examining the spatial pattern of SHAP values
Published: 2023-04-13
Subjects: Other Earth Sciences
Hydro-morphological processes (HMP, any natural phenomenon contained within the spectrum defined between debris flows and flash floods) are globally occurring natural hazards which pose great threats to our society, leading to fatalities and economical losses. For this reason, understanding the dynamics behind HMPs is needed to aid in hazard and risk assessment. In this work, we take [...]
Rifting a crustal mosaic – The influence of basement rheology and lithology on rift physiography in the Great South Basin, New Zealand
Published: 2023-04-13
Subjects: Earth Sciences, Geology, Tectonics and Structure
The make-up of continental crust reflects its past tectonic history, containing a multitude of different lithological units and pre-existing structures that vary in strength with crustal properties typically varying across short distances. These variations exist across a range of scales and exert a great control over multiple aspects of rift physiography, including rift structural style, fault [...]
SilicH2O: a graphical user interface for processing silicate glass Raman spectra and quantifying H2O
Published: 2023-04-13
Subjects: Earth Sciences, Geology, Volcanology
H2O contents of magmas strongly impact the explosivity of volcanic eruptions, as well as their rheological properties and crystallisation behaviour. Accurate analyses of H2O in magmatic liquids are therefore vital for our understanding of the dynamics of magmatic processes and eruptions. Raman spectroscopy provides an accessible, affordable and high spatial resolution technique for estimating H2O [...]
Single-Blind Detection, Localization, and Quantification of Methane Emissions Using Continuous Path-Integrated Column Measurements
Published: 2023-04-13
Subjects: Environmental Monitoring, Oil, Gas, and Energy
Path-integrated column measurements with a laser absorption-based measurement system have been used to detect, locate, and quantify methane emissions from a series of single-blind controlled releases with no prior knowledge of timing, locations, or release rates. System performance was evaluated against metrics defined in the Continuous Monitoring Protocol established by the Colorado State [...]