Dynamic data-driven environmental systems science : First International Conference, DyDESS 2014, Cambridge, MA, USA, November 5-7, 2014, Revised Selected Papers /
Dynamic data-driven environmental systems science : First International Conference, DyDESS 2014, Cambridge, MA, USA, November 5-7, 2014, Revised Selected Papers /
DyDESS 2014
edited by Sai Ravela, Adrian Sandu.
- 1 online resource (xi, 360 pages) : color illustrations
- Lecture Notes in Computer Science, 8964 0302-9743 ; LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI .
- Lecture notes in computer science ; 8964. LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI. .
Includes bibliographical references and index.
Sensing -- Environmental applications -- Reduced representations and features -- data assimilation and uncertainty quantification -- Planning and adaptive observation.
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.
English.
9783319251387 3319251384
10.1007/978-3-319-25138-7 doi
com.springer.onix.9783319251387 Springer Nature
019148394 Uk
Databases--Congresses.
Environmental sciences--Congresses.
Computer science.
Computer networks.
Software engineering.
Algorithms.
User interfaces (Computer systems)
Artificial intelligence.
Electronic Data Processing
Computer Communication Networks
Algorithms
User-Computer Interface
Artificial Intelligence
Sciences de l'environnement--Congrès.
Informatique.
Réseaux d'ordinateurs.
Génie logiciel.
Algorithmes.
Interfaces utilisateurs (Informatique)
Intelligence artificielle.
algorithms.
artificial intelligence.
Algorithms & data structures.
Network hardware.
Artificial intelligence.
Software Engineering.
User interface design & usability.
Information retrieval.
Computers--Programming--Algorithms.
Computers--Hardware--Network Hardware.
Computers--Intelligence (AI) & Semantics.
Computers--Software Development & Engineering--General.
Computers--User Interfaces.
Computers--Information Technology.
Algorithms
Artificial intelligence
Computer networks
Computer science
Databases
Environmental sciences
Software engineering
User interfaces (Computer systems)
Dictionary
Congress
dictionaries.
proceedings (reports)
Dictionaries
Conference papers and proceedings
Dictionaries.
Conference papers and proceedings.
Dictionnaires.
Actes de congrès.
QA76.76.A65
005.7
Includes bibliographical references and index.
Sensing -- Environmental applications -- Reduced representations and features -- data assimilation and uncertainty quantification -- Planning and adaptive observation.
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.
English.
9783319251387 3319251384
10.1007/978-3-319-25138-7 doi
com.springer.onix.9783319251387 Springer Nature
019148394 Uk
Databases--Congresses.
Environmental sciences--Congresses.
Computer science.
Computer networks.
Software engineering.
Algorithms.
User interfaces (Computer systems)
Artificial intelligence.
Electronic Data Processing
Computer Communication Networks
Algorithms
User-Computer Interface
Artificial Intelligence
Sciences de l'environnement--Congrès.
Informatique.
Réseaux d'ordinateurs.
Génie logiciel.
Algorithmes.
Interfaces utilisateurs (Informatique)
Intelligence artificielle.
algorithms.
artificial intelligence.
Algorithms & data structures.
Network hardware.
Artificial intelligence.
Software Engineering.
User interface design & usability.
Information retrieval.
Computers--Programming--Algorithms.
Computers--Hardware--Network Hardware.
Computers--Intelligence (AI) & Semantics.
Computers--Software Development & Engineering--General.
Computers--User Interfaces.
Computers--Information Technology.
Algorithms
Artificial intelligence
Computer networks
Computer science
Databases
Environmental sciences
Software engineering
User interfaces (Computer systems)
Dictionary
Congress
dictionaries.
proceedings (reports)
Dictionaries
Conference papers and proceedings
Dictionaries.
Conference papers and proceedings.
Dictionnaires.
Actes de congrès.
QA76.76.A65
005.7