PPT-Non-Gaussian Based Data Assimilation

Lecture 2 Applications Steven J Fletcher Cooperative Institute for Research in the Atmosphere Colorado State University Overview of Lecture Do we linearize the Bayesian problem or do we find the Bayesian Problem for the linear increment. Sx Qx Ru with 0 0 Lecture 6 Linear Quadratic Gaussian LQG Control ME233 63 brPage 3br LQ with noise and exactly known states solution via stochastic dynamic programming De64257ne cost to go Sx Qx Ru We look for the optima under control Greg Cox. Richard Shiffrin. Continuous response measures. The problem. What do we do if we do not know the functional form?. Rasmussen & Williams, . Gaussian Processes for Machine Learning. http://www.gaussianprocesses.org/. the Upper Troposphere - Lower Stratosphere. K. . Wargan, . S. . Pawson. , . M. . Olsen, . J. . Witte, . A. . Douglass. Global Modeling and Assimilation Office (GMAO). Chemistry and Dynamics Branch. NASA GSFC. Yudong. Gao. 1 observational data analysis. Pictures are from P. W. Chan et al. (2014). Left figure is the reconnaissance data from 9:06 to 9:59 UTC, which is thinning at 3km. . data from 12:00 to 12:12 UTC. The direction of wind was changing as the flight direction.. Types of Assimilation. Cultural Assimilation- When two cultures influence one another. May have different customs and/or traditions.. Examples? Past and Present . Religious Assimilation- When converting two religions customs and/ or traditions to create one uniform faith. Or adopting customs from one religion to another. Gregory Carmichael(1), . Pablo . E. . Saide. (NCAR), . Meng. . Gao. (1), Maryam . Abdioskouei. (1), . Arlindo da Silva (NASA GSFC), R. Brad Pierce (NOAA NESDIS-STAR), David G. Streets (ANL), . Jhoon. Theories and Realities. Assimilation/Americanization = Social Mobility. 1. st. generation (immigrant generation) arrives without wealth, education, or fluency in English: works hard as an entrepreneur or in manual labor. Kevin Garrett. 1,2,3. , Sid Boukabara. 1,2. , . and Erin Jones. 1,2,3. 1. NOAA/NESDIS/STAR. 2. Joint Center for Satellite Data Assimilation. 3.. Riverside Technology, Inc.. Preparation for GPM GMI . HIS 206 Assimilation, Pluralism, & the Persistence of Ethnic Cultures The Dominant, White, Anglo-Saxon, Protestant Culture Founding Fathers emphasized liberal ideology rather than ethnicity as basis of American national identity Mihail. Codrescu. 1. , Stefan Codrescu. 1,2. , . Mariangel. Fedrizzi. 1,2. , and Claudia Borries. 3. 1. Space Weather Prediction Center, Boulder, United States of America (. mihail.codrescu@noaa.gov. a flood forecasting system. . A tempered particle filter for combatting . degeneracy and sample impoverishment. .. Authors:. Concetta Di Mauro, Renaud Hostache, Patrick Matgen, Ramona Pelich, . Marco Chini, Peter Jan van Leeuwen, Nancy Nichols, and Günter Blöschl. Andrew Collard. IMSG@NOAA/NCEP/EMC. JPSS/GOES-R Risk Reduction Summit . Radiance Data Used in the . NCEP Global Model. JPSS/GOES-R Risk Reduction Summit . Microwave:. AMSU-A. : NOAA-15, 18, 19, . MetOp. Jeremy Berman. University at Albany. Thursday 03 May 2018. ATM 419/563. Outline. Data Assimilation (DA). At the end, you should know:. What is it?. How it works?. Why is it important?. Basic DA techniques. the 2018 Hurricane Season. Maria . Aristizabal. Scott Glenn. Travis Miles . Benjamin . LaCour. Pat Hogan . MTS Oceans Meeting . 2019. Roy Watlington. Doug Wilson (OCOVI). Improve the intensity forecast of the operational hurricane models.