Data Assimilation For Atmospheric Oceanic And Hydrologic Applications Vol Iv

Author : Seon Ki Park,Liang Xu
Publisher : Springer
Page : 553 pages
File Size : 43,9 Mb
Release : 2016-12-26
Category : Science
ISBN : 9783319434155

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Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications (Vol. III) by Seon Ki Park,Liang Xu Pdf

This book contains the most recent progress in data assimilation in meteorology, oceanography and hydrology including land surface. It spans both theoretical and applicative aspects with various methodologies such as variational, Kalman filter, ensemble, Monte Carlo and artificial intelligence methods. Besides data assimilation, other important topics are also covered including targeting observation, sensitivity analysis, and parameter estimation. The book will be useful to individual researchers as well as graduate students for a reference in the field of data assimilation.

Author : Seon Ki Park,Liang Xu
Publisher : Springer Nature
Page : 707 pages
File Size : 42,8 Mb
Release : 2021-11-09
Category : Science
ISBN : 9783030777227

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Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications (Vol. IV) by Seon Ki Park,Liang Xu Pdf

This book contains the most recent progress in data assimilation in meteorology, oceanography and hydrology including land surface. It spans both theoretical and applicative aspects with various methodologies such as variational, Kalman filter, ensemble, Monte Carlo and artificial intelligence methods. Besides data assimilation, other important topics are also covered including adaptive observations, sensitivity analysis, parameter estimation and AI applications. The book is useful to individual researchers as well as graduate students for a reference in the field of data assimilation.

Author : Seon K. Park,Liang Xu
Publisher : Unknown
Page : 496 pages
File Size : 45,8 Mb
Release : 2010-10-29
Category : Electronic
ISBN : 3540867465

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Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications by Seon K. Park,Liang Xu Pdf

Author : Seon Ki Park,Liang Xu
Publisher : Springer Science & Business Media
Page : 736 pages
File Size : 43,7 Mb
Release : 2013-05-22
Category : Science
ISBN : 9783642350887

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Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications (Vol. II) by Seon Ki Park,Liang Xu Pdf

This book contains the most recent progress in data assimilation in meteorology, oceanography and hydrology including land surface. It spans both theoretical and applicative aspects with various methodologies such as variational, Kalman filter, ensemble, Monte Carlo and artificial intelligence methods. Besides data assimilation, other important topics are also covered including targeting observation, sensitivity analysis, and parameter estimation. The book will be useful to individual researchers as well as graduate students for a reference in the field of data assimilation.

Author : Alik Ismail-Zadeh,Fabio Castelli,Dylan Jones,Sabrina Sanchez
Publisher : Cambridge University Press
Page : 369 pages
File Size : 52,6 Mb
Release : 2023-06-30
Category : Mathematics
ISBN : 9781009180405

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Applications of Data Assimilation and Inverse Problems in the Earth Sciences by Alik Ismail-Zadeh,Fabio Castelli,Dylan Jones,Sabrina Sanchez Pdf

A comprehensive reference on data assimilation and inverse problems, and their applications across a broad range of geophysical disciplines, ideal for researchers and graduate students. It highlights the importance of data assimilation for understanding dynamical processes of the Earth and its space environment, and summarises recent advances.

Author : Avijit Gangopadhyay
Publisher : CRC Press
Page : 528 pages
File Size : 48,9 Mb
Release : 2022-02-14
Category : Science
ISBN : 9781000539059

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Introduction to Ocean Circulation and Modeling by Avijit Gangopadhyay Pdf

Introduction to Ocean Circulation and Modeling provide basics for physical oceanography covering ocean properties, ocean circulations and their modeling. First part of the book explains concepts of oceanic circulation, geostrophy, Ekman, Sverdrup dynamics, Stommel and Munk problems, two-layer dynamics, stratification, thermal and salt diffusion, vorticity/instability, and so forth. Second part highlights basic implementation framework for ocean models, discussion of different models, and their unique differences from the common framework with basin-scale modeling, regional modeling, and interdisciplinary modeling at different space and time scales. Features: Covers ocean properties, ocean circulations and their modeling. Explains the centrality of a rotating earth and its implications for ocean and atmosphere in a simple manner. Provides basic facts of ocean dynamics. Illustrative diagrams for clear understanding of key concepts. Outlines interdisciplinary and complex models for societal applications. The book aims at Senior Undergraduate Students, Graduate Students and Researchers in Ocean Science and Engineering, Ocean Technology, Physical Oceanography, Ocean Circulation, Ocean Modeling, Dynamical Oceanography and Earth Science.

Author : Shiqiu Peng,Yasumasa Miyazawa,Youmin Tang,Jinyu Sheng,Zhijin Li
Publisher : Frontiers Media SA
Page : 295 pages
File Size : 51,9 Mb
Release : 2023-12-01
Category : Science
ISBN : 9782832540602

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Advances in Ocean Data Assimilation: Methodologies, Forecasting and Reanalysis by Shiqiu Peng,Yasumasa Miyazawa,Youmin Tang,Jinyu Sheng,Zhijin Li Pdf

Author : Seon Ki Park,Milija Zupanski
Publisher : Cambridge University Press
Page : 413 pages
File Size : 55,8 Mb
Release : 2022-09-29
Category : Science
ISBN : 9781108831765

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Principles of Data Assimilation by Seon Ki Park,Milija Zupanski Pdf

A unique combination of both theoretical and practical aspects of data assimilation with examples and exercises for students.

Author : Michel Bergmann,Laurent Cordier,Traian Iliescu
Publisher : Frontiers Media SA
Page : 178 pages
File Size : 40,5 Mb
Release : 2023-01-05
Category : Science
ISBN : 9782832510704

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Data-driven modeling and optimization in fluid dynamics: From physics-based to machine learning approaches by Michel Bergmann,Laurent Cordier,Traian Iliescu Pdf

Author : Axel Hutt,Wilhelm Stannat,Roland Potthast
Publisher : Frontiers Media SA
Page : 116 pages
File Size : 49,6 Mb
Release : 2019-08-16
Category : Electronic
ISBN : 9782889459858

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Data Assimilation and Control: Theory and Applications in Life Sciences by Axel Hutt,Wilhelm Stannat,Roland Potthast Pdf

The understanding of complex systems is a key element to predict and control the system’s dynamics. To gain deeper insights into the underlying actions of complex systems today, more and more data of diverse types are analyzed that mirror the systems dynamics, whereas system models are still hard to derive. Data assimilation merges both data and model to an optimal description of complex systems’ dynamics. The present eBook brings together both recent theoretical work in data assimilation and control and demonstrates applications in diverse research fields.

Author : Sivaramakrishnan Lakshmivarahan,John M. Lewis,Rafal Jabrzemski
Publisher : Springer
Page : 270 pages
File Size : 51,8 Mb
Release : 2016-10-21
Category : Computers
ISBN : 9783319399973

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Forecast Error Correction using Dynamic Data Assimilation by Sivaramakrishnan Lakshmivarahan,John M. Lewis,Rafal Jabrzemski Pdf

This book introduces the reader to a new method of data assimilation with deterministic constraints (exact satisfaction of dynamic constraints)—an optimal assimilation strategy called Forecast Sensitivity Method (FSM), as an alternative to the well-known four-dimensional variational (4D-Var) data assimilation method. 4D-Var works with a forward in time prediction model and a backward in time tangent linear model (TLM). The equivalence of data assimilation via 4D-Var and FSM is proven and problems using low-order dynamics clarify the process of data assimilation by the two methods. The problem of return flow over the Gulf of Mexico that includes upper-air observations and realistic dynamical constraints gives the reader a good idea of how the FSM can be implemented in a real-world situation.

Author : Mehdi Khaki
Publisher : Springer Nature
Page : 292 pages
File Size : 49,8 Mb
Release : 2020-01-02
Category : Science
ISBN : 9783030373757

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Satellite Remote Sensing in Hydrological Data Assimilation by Mehdi Khaki Pdf

This book presents the fundamentals of data assimilation and reviews the application of satellite remote sensing in hydrological data assimilation. Although hydrological models are valuable tools to monitor and understand global and regional water cycles, they are subject to various sources of errors. Satellite remote sensing data provides a great opportunity to improve the performance of models through data assimilation.

Author : R. Venkatesan,Amit Tandon,Eric D'Asaro,M. A. Atmanand
Publisher : Springer
Page : 322 pages
File Size : 51,9 Mb
Release : 2017-11-17
Category : Science
ISBN : 9783319664934

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Observing the Oceans in Real Time by R. Venkatesan,Amit Tandon,Eric D'Asaro,M. A. Atmanand Pdf

This book provides contributions from leading experts on the integration of novel sensing technologies to yield unprecedented observations of coupled biological, chemical, and physical processes in the ocean from the macro to micro scale. Authoritative entries from experts around the globe provide first-hand information for oceanographers and researchers looking for solutions to measurement problems. Ocean observational techniques have seen rapid advances in the last few years and this book addresses the need for a single overview of present and future trends in near real time and real time. First the past, present and future scenarios of ocean observational tools and techniques are elucidated. Then this book divides into three modes of ocean observations: surface, upper ocean and deep ocean. This is followed by data quality and modelling. Collecting a summary of methods and applications, this book provides first-hand information for oceanographers and researchers looking for solutions to measurement problems. This book is also suitable for final year undergraduate students or beginning graduate students in ocean engineering, oceanography and various other engineering students (such as Mechanical, Civil, Electrical, and Bioengineering) who are interested in specializing their skills towards modern measurements of the ocean.

Author : Liping Di,Berk Üstündağ
Publisher : Springer Nature
Page : 418 pages
File Size : 53,9 Mb
Release : 2021-04-12
Category : Science
ISBN : 9783030663872

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Agro-geoinformatics by Liping Di,Berk Üstündağ Pdf

This volume collects and presents the fundamentals, tools, and processes of utilizing geospatial information technologies to process remotely sensed data for use in agricultural monitoring and management. The issues related to handling digital agro-geoinformation, such as collecting (including field visits and remote sensing), processing, storing, archiving, preservation, retrieving, transmitting, accessing, visualization, analyzing, synthesizing, presenting, and disseminating agro-geoinformation have never before been systematically documented in one volume. The book is edited by International Conference on Agro-Geoinformatics organizers Dr. Liping Di (George Mason University), who coined the term “Agro-Geoinformatics” in 2012, and Dr. Berk Üstündağ (Istanbul Technical University) and are uniquely positioned to curate and edit this foundational text. The book is composed of eighteen chapters that can each stand alone but also build on each other to give the reader a comprehensive understanding of agro-geoinformatics and what the tools and processes that compose the field can accomplish. Topics covered include land parcel identification, image processing in agricultural observation systems, databasing and managing agricultural data, crop status monitoring, moisture and evapotranspiration assessment, flood damage monitoring, agricultural decision support systems and more.

Author : Emmanuel Trélat,Enrique Zuazua
Publisher : Elsevier
Page : 662 pages
File Size : 43,7 Mb
Release : 2023-02-20
Category : Mathematics
ISBN : 9780323858267

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Numerical Control: Part B by Emmanuel Trélat,Enrique Zuazua Pdf

Numerical Control: Part B, Volume 24 in the Handbook of Numerical Analysis series, highlights new advances in the field, with this new volume presenting interesting chapters written by an international board of authors. Chapters in this volume include Control problems in the coefficients and the domain for linear elliptic equations, Computational approaches for extremal geometric eigenvalue problems, Non-overlapping domain decomposition in space and time for PDE-constrained optimal control problems on networks, Feedback Control of Time-dependent Nonlinear PDEs with Applications in Fluid Dynamics, Stabilization of the Navier-Stokes equations - Theoretical and numerical aspects, Reconstruction algorithms based on Carleman estimates, and more. Other sections cover Discrete time formulations as time discretization strategies in data assimilation, Back and forth iterations/Time reversal methods, Unbalanced Optimal Transport: from Theory to Numerics, An ADMM Approach to the Exact and Approximate Controllability of Parabolic Equations, Nonlocal balance laws -- an overview over recent results, Numerics and control of conservation laws, Numerical approaches for simulation and control of superconducting quantum circuits, and much more. Provides the authority and expertise of leading contributors from an international board of authors Presents the latest release in the Handbook of Numerical Analysis series Updated release includes the latest information on Numerical Control