Hierarchical Bayesian modeling of the movement of ice streams
Modern studies of the behaviors of glaciers, ice-sheets, and ice-streams rely heavily on both observations and physically based models. Data acquired via remote-sensing provide critical information on geometry and movement of ice over large sections of the Antarctic and Greenland. Though these datas...
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ftunivwollongong:oai:ro.uow.edu.au:eispapers-7002 2023-05-15T13:58:42+02:00 Hierarchical Bayesian modeling of the movement of ice streams Berliner, L M Cressie, Noel A Jezek, Kenneth Kim, Yongku Lam, Calvin 2005-01-01T08:00:00Z application/pdf https://ro.uow.edu.au/eispapers/5973 https://ro.uow.edu.au/cgi/viewcontent.cgi?article=7002&context=eispapers unknown Research Online https://ro.uow.edu.au/eispapers/5973 https://ro.uow.edu.au/cgi/viewcontent.cgi?article=7002&context=eispapers Faculty of Engineering and Information Sciences - Papers: Part A bayesian hierarchical modeling ice movement streams Engineering Science and Technology Studies presentation 2005 ftunivwollongong 2020-02-25T11:30:58Z Modern studies of the behaviors of glaciers, ice-sheets, and ice-streams rely heavily on both observations and physically based models. Data acquired via remote-sensing provide critical information on geometry and movement of ice over large sections of the Antarctic and Greenland. Though these datasets represent significant advances in terms of spatial coverage and the range of processes we can observe, the physical systems to be modeled are nevertheless incompletely observed. Uncertainties associated with measurement errors are also present. In addition, physical models are also subject to uncertainties. Hence, there is a need for combining observations and models in a fashion that incorporates uncertainty and quantifies its impact on conclusions. Conference Object Antarc* Antarctic Greenland University of Wollongong, Australia: Research Online Antarctic Greenland The Antarctic |
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Open Polar |
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University of Wollongong, Australia: Research Online |
op_collection_id |
ftunivwollongong |
language |
unknown |
topic |
bayesian hierarchical modeling ice movement streams Engineering Science and Technology Studies |
spellingShingle |
bayesian hierarchical modeling ice movement streams Engineering Science and Technology Studies Berliner, L M Cressie, Noel A Jezek, Kenneth Kim, Yongku Lam, Calvin Hierarchical Bayesian modeling of the movement of ice streams |
topic_facet |
bayesian hierarchical modeling ice movement streams Engineering Science and Technology Studies |
description |
Modern studies of the behaviors of glaciers, ice-sheets, and ice-streams rely heavily on both observations and physically based models. Data acquired via remote-sensing provide critical information on geometry and movement of ice over large sections of the Antarctic and Greenland. Though these datasets represent significant advances in terms of spatial coverage and the range of processes we can observe, the physical systems to be modeled are nevertheless incompletely observed. Uncertainties associated with measurement errors are also present. In addition, physical models are also subject to uncertainties. Hence, there is a need for combining observations and models in a fashion that incorporates uncertainty and quantifies its impact on conclusions. |
format |
Conference Object |
author |
Berliner, L M Cressie, Noel A Jezek, Kenneth Kim, Yongku Lam, Calvin |
author_facet |
Berliner, L M Cressie, Noel A Jezek, Kenneth Kim, Yongku Lam, Calvin |
author_sort |
Berliner, L M |
title |
Hierarchical Bayesian modeling of the movement of ice streams |
title_short |
Hierarchical Bayesian modeling of the movement of ice streams |
title_full |
Hierarchical Bayesian modeling of the movement of ice streams |
title_fullStr |
Hierarchical Bayesian modeling of the movement of ice streams |
title_full_unstemmed |
Hierarchical Bayesian modeling of the movement of ice streams |
title_sort |
hierarchical bayesian modeling of the movement of ice streams |
publisher |
Research Online |
publishDate |
2005 |
url |
https://ro.uow.edu.au/eispapers/5973 https://ro.uow.edu.au/cgi/viewcontent.cgi?article=7002&context=eispapers |
geographic |
Antarctic Greenland The Antarctic |
geographic_facet |
Antarctic Greenland The Antarctic |
genre |
Antarc* Antarctic Greenland |
genre_facet |
Antarc* Antarctic Greenland |
op_source |
Faculty of Engineering and Information Sciences - Papers: Part A |
op_relation |
https://ro.uow.edu.au/eispapers/5973 https://ro.uow.edu.au/cgi/viewcontent.cgi?article=7002&context=eispapers |
_version_ |
1766267051202052096 |