Preprints
There are 6976 Preprints listed.
Adaptive Finetuning of 3D CNNs with Interpretation Uncertainty for Seismic Fault Prediction
Published: 2023-06-20
Subjects: Geophysics and Seismology, Signal Processing
3D CNNs can exploit the full extent of spatial information in seismic volumes to predict faults. They require large quantities of training data, but this issue has been mitigated by training such networks with large amounts of synthetic training data to apply afterwards on real datasets. Because of domain shift, pre-trained networks may fail to perform as expected, emphasizing the need to [...]
Aeolian dust accretion outpaces erosion in the formation of Mediterranean alpine soils. New evidence from the periglacial zone of Mount Olympus, Greece
Published: 2023-06-19
Subjects: Physical Sciences and Mathematics
Soil formation in Mediterranean periglacial landscapes remains poorly understood as the interplay between erosion and aeolian dust accretion in providing parent materials, and mineral weathering and pedogenesis, as dominant post depositional processes, depends on a variety of local and regional factors. Herein, we investigate the balance between erosion and aeolian dust accretion in the formation [...]
Global Inventory of Dissolved CO2 Sequestration Potential in Geothermal Systems
Published: 2023-06-20
Subjects: Engineering, Other Engineering
Geothermal electricity generation has low carbon emissions compared to hydrocarbon alternatives. Nevertheless, recent attention on emissions of magmatic CO2 and other non-condensable gases (NCG) has prompted interest in their capture and reinjection. The geothermal industry is uniquely placed to effect CO2 sequestration due to existing reinjection infrastructure (e.g., wells, pipes, pumps) and [...]
Explainable Machine Learning for Hydrocarbon Prospect Risking
Published: 2023-06-20
Subjects: Geophysics and Seismology, Statistics and Probability
Hydrocarbon prospect risking integrates information from multiple geophysical data and modalities to arrive at a probability of success for a given prospect. The DHI database of drilled prospects gathers data from prospects drilled around the world in multiple geologic settings in one central knowledge base. A major goal of interest to geophysicists is to understand the impact of various seismic [...]
Improving the relevance of the Shared Socioeconomic Pathways for sustainability science
Published: 2023-06-20
Subjects: Sustainability
Sustainability science is a discipline which is strongly concerned with exploring the achievement of sustainable futures. One way in which this is done is through scenarios. The Shared Socioeconomic Pathways (SSPs), developed for climate science, have been widely adopted by modellers to analyse sustainable futures. We question whether the SSPs are fit-for-purpose for examining sustainable [...]
Satellite-derived shorelines for monitoring of sandy beaches: a benchmark study
Published: 2023-07-10
Subjects: Civil and Environmental Engineering, Earth Sciences, Engineering, Environmental Engineering, Geomorphology, Oceanography, Oceanography and Atmospheric Sciences and Meteorology, Other Earth Sciences, Physical Sciences and Mathematics
Satellite remote sensing is becoming a widely used monitoring technique in coastal sciences. Yet, no benchmarking studies exist that compare the performance of popular satellite-derived shoreline (SDS) mapping algorithms against standardized sets of inputs and validation data. Here we present a new benchmarking framework to evaluate the accuracy of shoreline change observations extracted from [...]
The weather does not support farmers: an exploratory qualitative study in Kavre district, Nepal.
Published: 2023-06-22
Subjects: Public Health
Kavre district, Nepal, is highly vulnerable to climate change impacts, including increases in erratic rainfall, drought, floods, and landslides. As gender roles, culture, age, physical and physiological characteristics increase, mainly Nepalese women's and children's, health risks associated with climate change and air pollution, listening to and learning from women is critical. This study [...]
Information trust and groundwater management: Evaluating the role of formal versus informal information sources in adoption of groundwater conservation practices among California farmers
Published: 2023-06-21
Subjects: Agriculture
The future of farming in many water-stressed regions will depend in large part upon sustainable management of groundwater. Understanding the drivers associated with uptake of groundwater conservation practices in agriculture is thus critical for policy, programmatic, and technical support development. While a rich body of research has explored farmers’ conservation practice adoption, [...]
From Awareness to Action: Unleashing the Transformative Potential of Climate Change Education in St. Michael’s College
Published: 2023-06-24
Subjects: Environmental Studies
The aim of this study is to explore how climate change education is delivered and received in higher education at SMC. As a qualitative study, the study was conducted in the first semester of 2022-2023 and involved 30 students and teachers who participated in semi-structured interviews and focus group discussions. The data analysis revealed the themes that emerged from the students’ complex [...]
Cohesional behaviours in volcanic material and the implications for deposit architecture.
Published: 2023-06-22
Subjects: Physical Sciences and Mathematics
Pyroclastic Density Currents (PDCs) are hazardous, multiphase currents of heterogeneous volcanic material and gas. Their high mobility can be partially attributed to fluidisation mechanisms. Moisture (as liquid or gas) can enter a PDC through external (e.g., interaction with bodies of water) or internal (e.g., initial eruptive activity style) processes and presence of moisture can be recorded [...]
Technological Maturity of Aircraft-Based Methane Sensing for Greenhouse Gas Mitigation
Published: 2023-06-22
Subjects: Engineering, Environmental Monitoring, Oil, Gas, and Energy
Methane is a major contributor to anthropogenic greenhouse gas emissions. Identifying large sources of methane, particularly from the oil and gas sector, will be essential for mitigating climate change. Aircraft-based methane sensing platforms can rapidly detect and quantify methane point-source emissions across large geographic regions, playing an increasingly important role in industrial [...]
Carbon Negative Geothermal: Techno-Economic Analysis of Geothermal Energy combined with Direct and Biomass-Based Carbon Dioxide Removal
Published: 2023-06-22
Subjects: Other Engineering
Limiting global temperature rise to between 1.5 and 2°C will likely require widespread deployment of carbon dioxide removal (CDR) technologies for sectors with hard-to-abate emissions. As financial resources for decarbonization are finite, strategic deployment of CDR technologies is essential for maximizing atmospheric CO2 reductions. Carbon capture and sequestration (CCS), using either direct [...]
Beyond the First Tipping Points of Southern Hemisphere Climate
Published: 2023-06-23
Subjects: Physical Sciences and Mathematics
Analysis of observations, reanalysis and model simulations, including via machine learning methods specifically designed for regime identification, have revealed changes in aspects of the Southern Hemisphere (SH) circulation and Australian climate and extremes over the last half century that point to transitions to new states. In particular, our analysis shows a dramatic shift in the [...]
The longest-lived Pacific hotspots reveal a plume tail for the largest oceanic plateau
Published: 2023-06-23
Subjects: Earth Sciences, Geochemistry, Physical Sciences and Mathematics, Tectonics and Structure
Volcanic hotspots are thought to initially form by melting in an upwelling mantle plume head followed by melting of the plume tail. Plate motion then generates an age progressive volcanic track originating from a large igneous province and connecting to a presently active hotspot. However, the most voluminous large igneous province, the ~120 Ma Ontong-Java Nui Plateau (OJP-Nui) in the [...]
Food web complexity alters phytoplankton persistence and resilience to nutrient pulses in experimental ecosystems
Published: 2023-06-23
Subjects: Life Sciences
Food webs may mediate the resistance and resilience of ecosystems to disturbances driven by climate change. In aquatic ecosystems, greater food web complexity is theorized to increasing the resistance (longer response time) and resilience (shorter recovery time) of primary production to pulse disturbances, yet experimental evidence is limited. We simulated two storm-induced pulse disturbances by [...]