Dynamic Data-Driven Environmental Systems Science

First International Conference, DyDESS 2014, Cambridge, MA, USA, November 5-7, 2014, Revised Selected Papers

Buch | Softcover

XI, 360 Seiten

2015 | 1st ed. 2015
Springer International Publishing (Verlag)
9783319251370 (ISBN)

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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.

Sensing.- Environmental applications.- Reduced representations and features.- data assimilation and uncertainty quantification.- Planning and adaptive observation.

Erscheinungsdatum	08.10.2016
Reihe/Serie	Information Systems and Applications, incl. Internet/Web, and HCI
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	XI, 360 p. 145 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Mathematik / Informatik ► Informatik ► Datenbanken
Schlagworte	Algorithm analysis and problem complexity • artificial intelligence (incl. robotics) • Bayesian inference • Computer Communication Networks • Computer Science • data uncertainty • dynamic data-driven • Dynamic Programming • ensemble learning • Hybrid Method • information systems applications (incl. internet) • invariant manifolds • level-set method • Middleware • multi-objective assimilation • Path Planning • real-time • reduced modeling • risk analysis • Simulation • Software engineering • Software Engineering / Softwareentwicklung • State Estimation • time-optimal • uncertainty quantification • user interfaces and human computer interaction • volume reconstruction • Workflows
ISBN-13	9783319251370 / 9783319251370
Zustand	Neuware