TY - BOOK AU - Ravela,Sai AU - Sandu,Adrian ED - SpringerLink (Online service) TI - Dynamic Data-Driven Environmental Systems Science: First International Conference, DyDESS 2014, Cambridge, MA, USA, November 5-7, 2014, Revised Selected Papers T2 - Information Systems and Applications, incl. Internet/Web, and HCI SN - 9783319251387 AV - QA76.76.A65 PY - 2015/// CY - Cham PB - Springer International Publishing, Imprint: Springer KW - Computer software KW - Computer Communication Networks KW - Artificial intelligence KW - Software engineering KW - Computer science KW - Information Systems Applications (incl. Internet) KW - Algorithm Analysis and Problem Complexity KW - Artificial Intelligence KW - Software Engineering KW - User Interfaces and Human Computer Interaction N1 - Sensing -- Environmental applications -- Reduced representations and features -- data assimilation and uncertainty quantification -- Planning and adaptive observation N2 - 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 UR - https://doi.org/10.1007/978-3-319-25138-7 ER -