Data Analyst for Lake Water Management
7 days ago
Aarhus University's Department of Ecoscience invites applications for a PhD position in computational limnology. The successful candidate will contribute to developing innovative mathematical models to improve our projections and understanding of non-linear aquatic ecosystem processes.
Job Responsibilities:The PhD student will deploy high-frequency loggers at Lake Ravn, Denmark, and conduct regular microstructure profiler measurements of turbulent mixing and fluorescence. They will also curate high-frequency data from global sources, quality-control and standardize the data to create a database of time-dynamic, depth-discrete water quality measurements.
The candidate will apply exploratory machine learning techniques, such as Shapley values for sensitivity analysis and physics-informed neural networks for solving inverse problems, on the high-frequency data set to discover underlying relationships. These projections will be compared to state-of-the-art vertical 1D aquatic ecosystem models to discuss their uncertainty.
Qualifications and Competences:Applicants must have a relevant Master's degree in Environmental Science, Ecology, Applied Mathematics, Data Science, or a related discipline. Experience in scientific programming with Python and/or R is required, along with basic understanding of freshwater ecology and physical limnology. Interest in conducting field work, numerical modeling, and applying machine learning methods to environmental data is highly desirable.
Working Environment:The Department of Ecoscience at Aarhus University offers a dynamic and inclusive work environment, with opportunities for professional development and collaboration with international institutions. The successful candidate will join the Computational Limnology team and contribute to cutting-edge research projects.
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Machine Learning for Lake Management
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Århus, Århus Kommune, Denmark The University Of Illinois Full timeMachine Learning for Lake ManagementWe are seeking a highly motivated PhD student to join our research team at The University Of Illinois. This project focuses on applying machine learning and deep learning methods to environmental data to improve our understanding and projections of non-linear aquatic ecosystem processes.Key responsibilities...
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Århus, Århus Kommune, Denmark The University Of Illinois Full timePhD Position at Aarhus UniversityData-driven analysis of turbulence and algae dynamics using high-frequency lake monitoring data Applicants are invited for a PhD fellowship/scholarship at Graduate School of Technical Sciences, Aarhus University, Denmark, within the Ecoscience programme. The position is available from 01 September 2025 or later. Research area...
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Århus, Århus Kommune, Denmark Freshwater Ecology @ Aarhus University Full timeAarhus University's Department of Ecoscience invites applications for a PhD position in computational limnology. The successful candidate will contribute to cutting-edge research projects focused on improving our understanding of non-linear aquatic ecosystem processes.Job Responsibilities:The PhD student will conduct field work, including deploying...
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