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. Working with geospatial and mobility datasets (GPS trajectories, transit feeds, sensor data, demographic/socioeconomic data) Co-designing tools and analyses with municipal and MPO clients, including
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and AI algorithms Solid programming skills in Python and familiarity with machine learning libraries (e.g., scikit-learn, TensorFlow, PyTorch) Experience working with geospatial data (e.g., geopandas
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humanities methods including: name-based (onomastic) analysis geospatial mapping network visualisation prosopography and composite biography Research questions may include: How can migrant lives be identified
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of Geography & Environment is home to the Institute for Geospatial Inquiry Instruction & Innovation [i4Geo], one of the foremost research institutes that is leading innovation, development, and HQP training in
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, Geospatial Science, Data Science, Computer Engineering, or a closely related field, with an emphasis on machine learning, AI, remote sensing, computer vision, or interdisciplinary data science applications
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interdisciplinary research group focused on integrated approaches to geospatial systems analysis. We apply a complex adaptive systems approach that explicitly emphasizes behavioural models of human action-taking and
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between vegetation growth and wave attenuation can lead to alternative stable states (bare tidal flats versus developing mangrove forests). The project combines controlled flume experiments, geospatial data
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variables derived from high‑resolution aerial imagery, geospatial datasets, and AI‑assisted land‑cover classification Additionally, national diabetes registries will be used to map local type 1 diabetes
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. Primary disaster event response responsibilities include providing a wide range of geospatial data collection, imagery collection and analysis with geographic information (GIS) systems to provide spatial
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at https://hr.umich.edu/sites/default/files/um-leo-agreement-2021-2024-final.pdf. Job Summary The School for Environment and Sustainability (SEAS) at the University of Michigan invites applications for a