Inverse Methods in Global Biogeochemical Cycles
Published on 1. January 2000
Book
Mixed media product
324 pages
978-0-87590-097-1 (ISBN)
Description
Published by the American Geophysical Union as part of the Geophysical Monograph Series, Volume 114.
Our understanding of biogeochemical cycles is directly related to the research and analyses we bring to them, and to our critical sense of the methods we use. Of primary importance here are the theories behind, and our use of, inverse methods and data assimilation techniques across a multidisciplinary context that includes atmosphere-biosphere and atmosphere-ocean interactions, atmospheric chemistry, physical oceanography, and ocean biogeochemistry. Certainly, researchers in many earth system science disciplines, whether novice or expert, will benefit from the breadth and depth we have brought to the topics discussed in this monograph. At the same time, we have provided readers with a unique opportunity to enhance their research acumen and their understanding of ways and means. Toward this end, this monograph consists of a tutorial section with problem sets for use by readers who wish to test and enhance their knowledge, and a research section that showcases some of the latest scientific results from use of the aforementioned methods in a variety of earth science disciplines.
Our understanding of biogeochemical cycles is directly related to the research and analyses we bring to them, and to our critical sense of the methods we use. Of primary importance here are the theories behind, and our use of, inverse methods and data assimilation techniques across a multidisciplinary context that includes atmosphere-biosphere and atmosphere-ocean interactions, atmospheric chemistry, physical oceanography, and ocean biogeochemistry. Certainly, researchers in many earth system science disciplines, whether novice or expert, will benefit from the breadth and depth we have brought to the topics discussed in this monograph. At the same time, we have provided readers with a unique opportunity to enhance their research acumen and their understanding of ways and means. Toward this end, this monograph consists of a tutorial section with problem sets for use by readers who wish to test and enhance their knowledge, and a research section that showcases some of the latest scientific results from use of the aforementioned methods in a variety of earth science disciplines.
More details
Series
Language
English
Place of publication
United States
Publishing group
John Wiley & Sons Inc
Target group
Professional and scholarly
Dimensions
Height: 274 mm
Width: 226 mm
Thickness: 22 mm
Weight
1061 gr
ISBN-13
978-0-87590-097-1 (9780875900971)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Persons
Prasad Kasibhatla and Martin Heimann are the authors of Inverse Methods in Global Biogeochemical Cycles, published by Wiley.
Content
Preface
Prasad S. Kasibhatla vii
Introduction and Overview
Martin Heimann and Prasad S. Kasibhatla 1
TUTORIAL SECTION: MATHEMATICAL TOOLS AND TECHNIQUES
Measurement Equation for Trace Chemicals in Fluids and Solution of its Inverse
Ronald G. Prinn 3
Green's Function Methods of Tracer Inversion
I. G. Enting 19
Tangent Linear and Adjoint Biogeochemical Models
Raif Giering 33
Estimation Theory and Atmospheric Data Assimilation
Ricardo Todling 49
Tracer Assimilation
Richard Menard 67
TUTORIAL SECTION: EXERCISES
Exercises
P. J . Rayner, R. . Giering, T. Kaminski, R. Menard, R. Todling, and C. M. Trudinger 81
TUTORIAL SECTION: APPLICATIONS
Applying the Adjoint Method for Biogeochemical Modeling: Export of Particulatve Organic Matter in the World Ocean
Reiner Schlitzer 107
Environmental Information Extraction From Satellite Remote Sensing Data
Michel M . Verstraete and Bernard Pinty 125
RESEARCH SECTION
Nonlinear Kalman Filters for Atmospheric Chemistry Models
Arjo Segers, Arnold Heemink, Martin Vedaan, and Maarten van Loon 139
Inverse Modelling of Sulfur Emissions in Europe Based on Trajectories
Petra Seibert 147
A Comparison Between Interpolation and Assimilatioans Cartography Methods for the SAGEI I Aerosol Product
Ghislain Franssens, Dominique Fonteyn, Martine DeMaziere, and Didier Fussen 155
Paleonutrient Data Analysis of the Glacial Atlantic Using an Adjoint Ocean General Circulation Model
A. M. E. Winguth, D. Archer, E. Maier-Reimer, and U. Mikolajewicz 171
Deep Water Formation Rates Inferred from Global Tracer Distributions: An Inverse Model
S. Peacock, M. Visbeck, and W. Broecker 185
Comparisons of Simulations of a Marine Ecosystem Model With CZCS Data in the North Indian Ocean
M. K. Sharada and K. S. Yajnik 197
Nonlinear Inversions of a Model of the Oceanic Dissolved-Particulate Exchanges
Voronique Athias, Pierre Mazzega, and Catherine Jeandel 205
On the Assimilation and Inversion of Small Data Sets Under Chaotic Regimes
Pierre Mazzega 223
Synthesis Inversion of Atmospheric CO2 Using the NIRE Chemical Transport Model
Shoichi Taguchi 239
Calculating CO2 Fluxes by Data Assimilation Coupled to a Three Dimensional MassBalance Inversion
R. J. Dargaville and I. Sirnrnonds 255
A Time-Dependent Assimilation and Source Retrieval Technique for Atmospheric Tracers
Lori Bruhwiler, Pieter Tans, and Michel Rarnonet 265
An Inversion Method for Determining Time-dependent Surface CO2 Fluxes
David F. Baker 279
Differences of CO2 Flux Estimates Based on a Time-Independent Versus a Time-Dependennt Iversion Method
Philippe Peylin, Philippe Bousquet, Philippe Ciais, and Patrick Monfray 295
The CO2 Budget and Rectification Airborne Study: Strategies for Measuring Rectifiers and Regional Fluxes
Britton B. Stephens, Steven C. Wofsy, Ralph F. Keeling, Peter P. Tans, and Mark J. Potosnak 311
Prasad S. Kasibhatla vii
Introduction and Overview
Martin Heimann and Prasad S. Kasibhatla 1
TUTORIAL SECTION: MATHEMATICAL TOOLS AND TECHNIQUES
Measurement Equation for Trace Chemicals in Fluids and Solution of its Inverse
Ronald G. Prinn 3
Green's Function Methods of Tracer Inversion
I. G. Enting 19
Tangent Linear and Adjoint Biogeochemical Models
Raif Giering 33
Estimation Theory and Atmospheric Data Assimilation
Ricardo Todling 49
Tracer Assimilation
Richard Menard 67
TUTORIAL SECTION: EXERCISES
Exercises
P. J . Rayner, R. . Giering, T. Kaminski, R. Menard, R. Todling, and C. M. Trudinger 81
TUTORIAL SECTION: APPLICATIONS
Applying the Adjoint Method for Biogeochemical Modeling: Export of Particulatve Organic Matter in the World Ocean
Reiner Schlitzer 107
Environmental Information Extraction From Satellite Remote Sensing Data
Michel M . Verstraete and Bernard Pinty 125
RESEARCH SECTION
Nonlinear Kalman Filters for Atmospheric Chemistry Models
Arjo Segers, Arnold Heemink, Martin Vedaan, and Maarten van Loon 139
Inverse Modelling of Sulfur Emissions in Europe Based on Trajectories
Petra Seibert 147
A Comparison Between Interpolation and Assimilatioans Cartography Methods for the SAGEI I Aerosol Product
Ghislain Franssens, Dominique Fonteyn, Martine DeMaziere, and Didier Fussen 155
Paleonutrient Data Analysis of the Glacial Atlantic Using an Adjoint Ocean General Circulation Model
A. M. E. Winguth, D. Archer, E. Maier-Reimer, and U. Mikolajewicz 171
Deep Water Formation Rates Inferred from Global Tracer Distributions: An Inverse Model
S. Peacock, M. Visbeck, and W. Broecker 185
Comparisons of Simulations of a Marine Ecosystem Model With CZCS Data in the North Indian Ocean
M. K. Sharada and K. S. Yajnik 197
Nonlinear Inversions of a Model of the Oceanic Dissolved-Particulate Exchanges
Voronique Athias, Pierre Mazzega, and Catherine Jeandel 205
On the Assimilation and Inversion of Small Data Sets Under Chaotic Regimes
Pierre Mazzega 223
Synthesis Inversion of Atmospheric CO2 Using the NIRE Chemical Transport Model
Shoichi Taguchi 239
Calculating CO2 Fluxes by Data Assimilation Coupled to a Three Dimensional MassBalance Inversion
R. J. Dargaville and I. Sirnrnonds 255
A Time-Dependent Assimilation and Source Retrieval Technique for Atmospheric Tracers
Lori Bruhwiler, Pieter Tans, and Michel Rarnonet 265
An Inversion Method for Determining Time-dependent Surface CO2 Fluxes
David F. Baker 279
Differences of CO2 Flux Estimates Based on a Time-Independent Versus a Time-Dependennt Iversion Method
Philippe Peylin, Philippe Bousquet, Philippe Ciais, and Patrick Monfray 295
The CO2 Budget and Rectification Airborne Study: Strategies for Measuring Rectifiers and Regional Fluxes
Britton B. Stephens, Steven C. Wofsy, Ralph F. Keeling, Peter P. Tans, and Mark J. Potosnak 311