{"id":919,"date":"2001-09-06T04:57:00","date_gmt":"2001-09-06T08:57:00","guid":{"rendered":"http:\/\/mseas.net16.net\/?p=919"},"modified":"2021-08-16T21:28:30","modified_gmt":"2021-08-17T01:28:30","slug":"data-assimilation-in-models","status":"publish","type":"post","link":"https:\/\/mseas.mit.edu\/?p=919","title":{"rendered":"Data Assimilation in Models"},"content":{"rendered":"Data assimilation is a novel, versatile methodology\r\nfor estimating oceanic variables. The estimation of\r\na quantity of interest via data assimilation involves\r\nthe combination of observational data with the underlying\r\ndynamical principles governing the system\r\nunder observation. The melding of data and dynamics\r\nis a powerful methodology which makes possible\r\nefRcient, accurate, and realistic estimations otherwise\r\nnot feasible. It is providing rapid advances in\r\nimportant aspects of both basic ocean science and\r\napplied marine technology and operations.\r\nThe following sections introduce concepts, describe\r\npurposes, present applications to regional dynamics\r\nand forecasting, overview formalism and\r\nmethods, and provide a selected range of examples.","protected":false},"excerpt":{"rendered":"<p>Data assimilation is a novel, versatile methodology for estimating oceanic variables. The estimation of a quantity of interest via data assimilation involves the combination of observational data with the underlying dynamical principles governing the system under observation. The melding of data and dynamics is a powerful methodology which makes possible efRcient, accurate, and realistic estimations [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[182,34,5,62],"tags":[],"class_list":["post-919","post","type-post","status-publish","format-standard","hentry","category-learning-and-data-assimilation","category-data-assimilation","category-publications","category-papers-in-refereed-journals-data-assimilation"],"_links":{"self":[{"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=\/wp\/v2\/posts\/919","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=919"}],"version-history":[{"count":2,"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=\/wp\/v2\/posts\/919\/revisions"}],"predecessor-version":[{"id":1177,"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=\/wp\/v2\/posts\/919\/revisions\/1177"}],"wp:attachment":[{"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=919"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=919"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=919"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}