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funding. References 1. Small-scale reconstruction in three-dimensional Kolmogorov flows using four-dimensional variational data assimilation (https://www.cambridge.org/core/journals/journal-of-fluid
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principles combined with data assimilation. ML is also used in generative mode to provide several possible outcomes of the forecast. Today, operational forecasts of the Arctic Ocean are also provided by
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of Earth and Environmental Science (MGeo), Lund University, seeks to appoint a post-doctoral fellows to work on the quantification of boreal CH4 wetlands emissions based on assimilating relevant
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Description The overarching mission is to conduct research combining machine learning, data assimilation, and physical modeling to enhance short-term (days/weeks) forecasts of Arctic sea ice conditions. The
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into the FEST-EWB model using data assimilation techniques. The estimates will be validated through comparisons with ground soil moisture and evapotranspiration measurements, information from Irrigation Consortia
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National Aeronautics and Space Administration (NASA) | Greenbelt, Maryland | United States | about 2 months ago
. Description: This opportunity is closed to applicants who are Senior Fellows (5-years or more past PhD). The Goddard Earth Observing System (GEOS), developed by NASA’s Global Modeling and Assimilation Office
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National Aeronautics and Space Administration (NASA) | Greenbelt, Maryland | United States | about 2 months ago
. Description: This opportunity is closed to applicants who are Senior Fellows (5-years or more past PhD). The Goddard Earth Observing System (GEOS) global 4D hybrid Ensemble-Variational (EnVar) data assimilation
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and integration of outputs into curated project datasets. You will also conduct complementary analyses, including assimilable organic carbon (AOC) quantification and flow cytometry, contributing
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colleagues from diverse backgrounds and perspectives, and promote a healthy work-life balance for both yourself and others. Eligibility requirements The evaluation of the ability and potential to assimilate
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- data modeling and assimilation towards experimental measurements under consideration of uncertainties - utilization of Explainable AI techniques to enable novel scientific discoveries - explore and