Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 7 of 7 for “"targeted mitigation"”.
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Methodologies for Systematic Evaluation and Targeted Mitigation of Deficiencies in Critical Machine Learning Models
… work, we outline a comprehensive evaluation and mitigation strategy to address both responsiveness and fairness shortcomings.. We develop testing approaches to systematically assess models' ability to respond to serious medical emergencies. Using generated test cases, we found that statistical …
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Factors Influencing The Ecology and Epidemiology of Microbial Indicators and Foodborne Pathogens In Surface Waters and Development of Risk Mitigations
… and detection method is essential for developing targeted mitigation strategies. This dissertation utilized quantitative research methods and statistical modeling to examine the impact of sampling method, spatial, temporal, meteorological, and physicochemical factors on pathogen prevalence and FIB …
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Soil rutting prediction using Random Forest model
… in identifying high-risk areas and implementing targeted mitigation strategies. The study seeks to understand the dynamic relationship between soil rutting and its controlling factors, while also determining the most influential contributors to severity of rut in forest operations in both mineral …
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Effects of lake trophic state and seasonal cycling on production and bioaccumulation of methylmercury in Te Arawa Lakes
… is essential for developing effective mitigation strategies. Such efforts are critical to controlling Hg contamination in the environment and aquatic biota, as well as informing the public about lakes with elevated mercury levels. Previous Hg studies in New Zealand have been limited in …
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Why Are Some Watersheds More Sediment-Productive Than Others? An Explainable AI Approach
… highly connected and productive basins to be targeted for management intervention. This study provides a large-scale, explainable framework for predicting SDR and SY using remote sensing and watershed attributes, offering new insights into the spatial controls of sediment delivery and …
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Compound Events and Exposure Science: Characterizing Mixtures and Assessing Cumulative Risks Using Participatory Research Methods
… risk assessment methodologies, and develop targeted mitigation strategies that reduce environmental health disparities in vulnerable populations.
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Ambient air pollution monitoring, modelling and human health risks in Thulamela Municipality, Vhembe District of Limpopo Province, South Africa
… regulations, improved monitoring networks, and targeted mitigation strategies by establishing a clear link between air quality and human health. The findings underscore the need to expand emission inventories, refine meteorological inputs, and integrate multi-pollutant assessments to develop a …