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020 _a9783319251387
_9978-3-319-25138-7
024 7 _a10.1007/978-3-319-25138-7
_2doi
050 4 _aQA76.76.A65
072 7 _aUNH
_2bicssc
072 7 _aUDBD
_2bicssc
072 7 _aCOM032000
_2bisacsh
082 0 4 _a005.7
_223
245 1 0 _aDynamic Data-Driven Environmental Systems Science
_h[electronic resource] :
_bFirst International Conference, DyDESS 2014, Cambridge, MA, USA, November 5-7, 2014, Revised Selected Papers /
_cedited by Sai Ravela, Adrian Sandu.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2015.
300 _aXI, 360 p. 145 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Computer Science,
_x0302-9743 ;
_v8964
505 0 _aSensing -- Environmental applications -- Reduced representations and features -- data assimilation and uncertainty quantification -- Planning and adaptive observation.
520 _aThis 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.
650 0 _aComputer science.
650 0 _aComputer communication systems.
650 0 _aSoftware engineering.
650 0 _aAlgorithms.
650 0 _aUser interfaces (Computer systems).
650 0 _aArtificial intelligence.
650 1 4 _aComputer Science.
650 2 4 _aInformation Systems Applications (incl. Internet).
650 2 4 _aAlgorithm Analysis and Problem Complexity.
650 2 4 _aComputer Communication Networks.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aSoftware Engineering.
650 2 4 _aUser Interfaces and Human Computer Interaction.
700 1 _aRavela, Sai.
_eeditor.
700 1 _aSandu, Adrian.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783319251370
830 0 _aLecture Notes in Computer Science,
_x0302-9743 ;
_v8964
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-25138-7
912 _aZDB-2-SCS
912 _aZDB-2-LNC
942 _cEBK
999 _c54964
_d54964