CORDIS Project
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The USMILE project aims to enhance Earth system models by integrating machine learning techniques with traditional climate modeling. It focuses on improving the accuracy of climate projections and understanding Earth system feedbacks through advanced data analysis and novel observational constraints.
Earth system models are fundamental to understand climate change.
Although they have improved significantly, considerable biases and uncertainties in their projections remain.
Process parameterisations limit the models’ ability to simulate both global and regional Earth system responses, which are key for assessing climate change and its impacts on ecosystems and society.
In recent years, the volume of data from high-resolution models and observations has substantially increased to petabyte scal…
DEUTSCHES ZENTRUM FUR LUFT - UND RAUMFAHRT EV
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Spain, Valencia
Type: University / higher education
Activity type: Higher or Secondary Education Establishments
SME: No
TRUSTEES OF COLUMBIA UNIVERSITY IN THE CITY OF NEW YORK
United States, New York
Type: University / higher education
Activity type: Higher or Secondary Education Establishments
SME: No
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