{"id":5061,"date":"2019-08-15T19:11:20","date_gmt":"2019-08-15T23:11:20","guid":{"rendered":"http:\/\/mseas.mit.edu\/?page_id=5061"},"modified":"2019-09-02T22:13:10","modified_gmt":"2019-09-03T02:13:10","slug":"interdisciplinary-nonlinear-bayesian-data-assimilation","status":"publish","type":"page","link":"https:\/\/mseas.mit.edu\/?page_id=5061","title":{"rendered":"Interdisciplinary Nonlinear Bayesian Data Assimilation"},"content":{"rendered":"\n<p>Our long-term goal is to: generalize, develop, and implement our stochastic dynamically-orthogonal decompositions and nonlinear Bayesian filtering and smoothing schemes forprincipled probabilistic predictions and predictability studies of physical-acoustical-biogeochemical-sea-ice dynamics, and for interdisciplinary nonlinear Bayesian data assimilation, adaptive sampling, and quantification of observation needs for naval operations. <\/p>\n","protected":false},"excerpt":{"rendered":"<p>Our long-term goal is to: generalize, develop, and implement our stochastic dynamically-orthogonal decompositions and nonlinear Bayesian filtering and smoothing schemes forprincipled probabilistic predictions and predictability studies of physical-acoustical-biogeochemical-sea-ice dynamics, and for interdisciplinary nonlinear Bayesian data assimilation, adaptive sampling, and quantification of observation needs for naval operations.<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":26,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"subpage.php","meta":{"footnotes":""},"class_list":["post-5061","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=\/wp\/v2\/pages\/5061","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5061"}],"version-history":[{"count":2,"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=\/wp\/v2\/pages\/5061\/revisions"}],"predecessor-version":[{"id":5063,"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=\/wp\/v2\/pages\/5061\/revisions\/5063"}],"up":[{"embeddable":true,"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=\/wp\/v2\/pages\/26"}],"wp:attachment":[{"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5061"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}