Welcome · Colin Grudzien
Picture of Colin Grudzien


I am a Senior Data Assimilation Research Scientist at the Center for Western Weather and Water Extremes (CW3E) of the Scripps Institution of Oceanography at the University of California San Diego. This is the home for my professional and creative interests. Please see the links in the menu for details about my research and other activities. See news and announcements below.

News and announcements

Lecture Notes Published In Applications of Data Assimilation and Inverse Problems in the Earth Sciences

My lecture notes, A Tutorial on Bayesian Data Assimilation, are now published in Applications of Data Assimilation and Inverse Problems in the Earth Sciences. This chapter provides a broad introduction to Bayesian data assimilation that will be useful to practitioners in interpreting algorithms and results, and for theoretical studies developing novel schemes with an understanding of the rich history of geophysical data assimilation and its current directions. The simple case of data assimilation in a 'perfect' model is primarily discussed for pedagogical purposes. Some mathematical results are derived at a high level in order to illustrate key ideas about different estimators. However, the focus of this chapter is on the intuition behind these methods, where more formal and detailed treatments of the data assimilation problem can be found in the various references. In surveying a variety of widely used data assimilation schemes, the key message of this chapter is how the Bayesian analysis provides a consistent framework for the estimation problem and how this allows one to formulate its solution in a variety of ways to exploit the operational challenges in the geosciences.