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Author DyDESS (Conference) (1st : 2014 : Cambridge, Mass.)

Title Dynamic data-driven environmental systems science : First International Conference, DyDESS 2014, Cambridge, MA, USA, November 5-7, 2014, Revised Selected Papers / edited by Sai Ravela, Adrian Sandu
Published Cham : Springer, 2015
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Description 1 online resource (xi, 360 pages) : color illustrations
Series Lecture Notes in Computer Science, 0302-9743 ; 8964
LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI
Lecture notes in computer science ; 8964. 0302-9743
LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
Contents Sensing -- Environmental applications -- Reduced representations and features -- data assimilation and uncertainty quantification -- Planning and adaptive observation
Summary This book constitutes the refereed proceedings of the First International Conference on Dynamic Data-Driven Environmental Systems Science, DyDESS 2014, held in Cambridge, MA, USA, in November 2014. The 24 revised full papers and 7 short papers were carefully reviewed and selected from 62 submissions and cover topics on sensing, imaging and retrieval for the oceans, atmosphere, space, land, earth and planets that is informed by the environmental context; algorithms for modeling and simulation, downscaling, model reduction, data assimilation, uncertainty quantification and statistical learning; methodologies for planning and control, sampling and adaptive observation, and efficient coupling of these algorithms into information-gathering and observing system designs; and applications of methodology to environmental estimation, analysis and prediction including climate, natural hazards, oceans, cryosphere, atmosphere, land, space, earth and planets
Bibliography Includes bibliographical references and index
Notes English
Subject Algorithms.
Artificial intelligence.
Computer networks.
Computer science.
Databases -- Congresses.
Environmental sciences -- Congresses.
Software engineering.
User interfaces (Computer systems)
Genre/Form Conference papers and proceedings.
Conference papers and proceedings.
Form Electronic book
Author Ravela, Sai, editor
Sandu, Adrian, editor
ISBN 3319251384 (electronic bk.)
9783319251387 (electronic bk.)
Other Titles DyDESS 2014