Preprints
There are 6976 Preprints listed.
MicroCrystalNet: An Efficient Convolutional Neural Network for Microcrystal Classification using Scanning Electron Microscope Petrography
Published: 2024-08-22
Subjects: Artificial Intelligence and Robotics, Engineering, Other Engineering, Other Environmental Sciences
Morphological characterization of microcrystalline rock textures typically relies upon the visual interpretation and manual measurement of scanning electron microscopy (SEM) imagery: a practice fraught with subjectivity, inefficiency, sampling bias, and data loss. We introduce a state-of-the-art computer vision pipeline, built on deep learning architectures, for segmenting and classifying [...]
Numerical Investigation of Energy Dissipation and Hydraulic Performance of Slotted Roller Buckets with a Different Teeth Configuration
Published: 2024-08-22
Subjects: Engineering
Large-scale controls on intensity-duration characteristics of heatwaves in an idealised model
Published: 2024-08-22
Subjects: Atmospheric Sciences, Climate
The relationship between the large-scale structure of the atmospheric circulation and the mean intensity and duration of heatwaves is studied in an idealised climate model. Using the tight relationship between near-surface temperature and lower tropospheric dry static energy (DSE) in the model, we study the energetics of the lower troposphere during heatwaves in the model. This analysis leads to [...]
End-to-End Deployment of the Educational AI Hub for Personalized Learning and Engagement: A Case Study on Environmental Science Education
Published: 2024-08-22
Subjects: Education, Engineering, Engineering Education
This study introduces an end-to-end framework for deploying conversational AI-enabled educational assistants, focusing on personalized support for students across diverse subject areas, including Business, Culture, Environmental Sciences, History, Politics, and Science, as outlined in our evaluation framework. The system leverages advanced conversational AI technologies to provide targeted, [...]
Decision-making under flood predictions: a risk perception study of coastal real estate
Published: 2024-08-22
Subjects: Social and Behavioral Sciences
Flood models, while representing our best knowledge of a natural phenomenon, are continually evolving. Their predictions, albeit undeniably important for flood risk management, contain considerable uncertainties related to model structure, parameterisation, and input data. With multiple sources of flood predictions becoming increasingly available through online flood maps, the uncertainties in [...]
Operationalizing accessibility in environmental sustainability efforts: Challenges, barriers, and opportunities
Published: 2024-08-23
Subjects: Environmental Studies
There is growing recognition of the need to move towards climate justice in response to the climate crisis; that is, ensuring mitigation and adaptation responses centre equity, and promote the inclusion of marginalized or otherwise ‘equity-deserving’ groups, including people with disabilities. Despite this recognition, there is little empirical research exploring the intersection of disability in [...]
Chemistry Analysis for the Origin of Life in Protoplanetary Disks
Published: 2024-08-31
Subjects: Life Sciences
The primary purpose of this review is to present chemistry analysis. In this theoretical study exploring the origin of life, the main argument is that life on Earth may not have originated on Earth but rather in the protoplanetary disk at the time of the solar system's formation. This analysis focuses on the discoveries and problems encountered by scientists in the limited field of origin of life [...]
Evolution of the Spatial Pattern of Manufacturing Innovation Capacity and Influencing Factors in the Yangtze River Delta Region
Published: 2024-08-22
Subjects: Higher Education
This paper aims to reveal the temporal and spatial evolution characteristics and influencing factors of manufacturing innovation capacity in the Yangtze River Delta region, providing empirical references for formulating regional manufacturing innovation center layout policies. Using the number of patents granted in the manufacturing industry to represent manufacturing innovation capacity, [...]
Sanitary inspection characteristics, precipitation, and microbial water quality - A three-country study of rural boreholes in Sub-Saharan Africa
Published: 2024-08-23
Subjects: Civil and Environmental Engineering
Microbial contamination of drinking water contributes to a substantive and preventable burden of enteric disease that disproportionately impacts infants and children. The World Health Organization (WHO) has published guidance on water safety and water quality monitoring, including sanitary inspection (SI) of water systems to detect and manage hazards such as fecal contamination. Sanitary [...]
Systematic review of occurrence and distribution of manganese in drinking water in India and implications for population health
Published: 2024-08-23
Subjects: Civil and Environmental Engineering
Objectives: This study seeks to understand manganese occurrence in drinking water in India. Methods We searched PubMed, EBSCO Global Health, and Web of Science in December, 2021 and included peer-reviewed studies published after 1969 in English that reported manganese concentrations in drinking water in India (protocol registered with PROSPERO: CRD42024566116). Bias within studies was assessed [...]
Distinguishing natural sources from anthropogenic noise in seismic data
Published: 2024-08-31
Subjects: Earth Sciences, Geophysics and Seismology
The Origin of Forearc Depressions
Published: 2024-08-23
Subjects: Earth Sciences, Geology, Sedimentology, Tectonics and Structure
Forearc depressions form over continental subduction zones with young, slowly subducting slabs and thick trench fills. They are bound seaward by a coast range and landward by a volcanic arc such that subsidence in forearc depressions occurs between orogens and in areas characterized by plate convergence. We propose a model for forearc depression formation based on geophysical and seismic data [...]
Larger and Steadier Warming since 1850 from Harmonized Land and Ocean Temperature Records
Published: 2024-08-22
Subjects: Physical Sciences and Mathematics
Accurate historical temperature estimates are crucial for understanding current warming levels and informing policy decisions. Trends in global land and ocean temperatures diverge, however, before 1945. Inter-calibration of coastal land-ocean temperatures indicates that this divergence arises from under-corrected biases in sea-surface temperature linked to late 19th century instrumentation [...]
Research on Rural Design of Industrial Towns on the Urban Fringe Based on the Needs of China's National Spatial Planning System
Published: 2024-08-23
Subjects: Environmental Studies
As urbanization continues, villages and industrial townships in peri-urban areas are facing increasingly complex challenges and opportunities. These areas are usually at the crossroads of urban and rural areas, and are rich in resources and potential, but are also accompanied by environmental, economic and social problems. In May 2019, China formally promulgated the Several Opinions of the State [...]
On weighted ensembles of streamflow: bias correct separately and prefer constrained weights for more reliable and predictable outputs
Published: 2024-08-24
Subjects: Earth Sciences, Environmental Engineering, Hydrology, Statistical Models, Water Resource Management
It has become more and more common in hydrology to consider multiple estimates of hydrological variables – ensembles – over single model runs. Ensemble members represent different realisations of various model structures, input data, and/or parametrisations. Improved predictions can be made using weighted ensembles with wide variety of model averaging methods found in the literature, but only a [...]