Inverse methods for atmospheric sounding :: theory and practice /
Remote sounding of the atmosphere has proved to be a fruitful method of obtaining global information about the atmospheres of the earth and other planets. This book treats comprehensively the inverse problem of remote sounding, and discusses a wide range of retrieval methods for extracting atmospher...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Singapore ; [River Edge, N.J.] :
World Scientific,
[©2000]
|
| Schriftenreihe: | Series on atmospheric, oceanic and planetary physics ;
v. 2. |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | Remote sounding of the atmosphere has proved to be a fruitful method of obtaining global information about the atmospheres of the earth and other planets. This book treats comprehensively the inverse problem of remote sounding, and discusses a wide range of retrieval methods for extracting atmospheric parameters of interest from the quantities (thermal emission, for example) that can be measured remotely. Inverse theory is treated in depth from an estimation-theory point of view, but practical questions are also emphasized, such as designing observing systems to obtain the maximum quantity of information, efficient numerical implementation of algorithms for processing large quantities of data, error analysis and approaches to the validation of the resulting retrievals. The book is targeted at graduate students as well as scientists. |
| Beschreibung: | 1 online resource (xvi, 238 pages) : illustrations |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 9789812813718 9812813713 |
Internformat
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| 100 | 1 | |a Rodgers, C. D. |q (Clive D.), |e author. |1 https://id.oclc.org/worldcat/entity/E39PCjtYcJvjPTFBxcrdtdgjwd |0 http://id.loc.gov/authorities/names/n00145297 | |
| 245 | 1 | 0 | |a Inverse methods for atmospheric sounding : |b theory and practice / |c Clive D. Rodgers. |
| 260 | |a Singapore ; |a [River Edge, N.J.] : |b World Scientific, |c [©2000] | ||
| 300 | |a 1 online resource (xvi, 238 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Series on atmospheric, oceanic and planetary physics ; |v v. 2 | |
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | 0 | |t Atmospheric Remote Sounding Methods -- |t Thermal emission nadir and limb sounders -- |t Scattered solar radiation -- |t Absorption of solar radiation -- |t Active techniques -- |t Simple Solutions to the Inverse Problem -- |t Information Aspects -- |t Formal Statement of the Problem -- |t State and measurement vectors -- |t The forward model -- |t Weighting function matrix -- |t Vector spaces -- |t Linear Problems without Measurement Error -- |t Subspaces of state space -- |t Identifying the null space and the row space -- |t Linear Problems with Measurement Error -- |t Describing experimental error -- |t The Bayesian approach to inverse problems -- |t Bayes' theorem -- |t Example: The Linear problem with Gaussian statistics -- |t Degrees of Freedom -- |t How many independent quantities can be measured? -- |t Degrees of freedom for signal -- |t Information Content of a Measurement -- |t The Fisher information matrix -- |t Shannon information content -- |t Entropy of a probability density function -- |t Entropy of a Gaussian distribution -- |t Information content in the linear Gaussian case -- |t The Standard Example: Information Content and Degrees of Freedom -- |t Probability Density Functions and the Maximum Entropy Principle -- |t Error Analysis and Characterisation -- |t Characterisation -- |t The forward model -- |t The retrieval method -- |t The transfer function -- |t Linearisation of the transfer function -- |t Interpretation -- |t Retrieval method parameters -- |t Error Analysis -- |t Smoothing error -- |t Forward model parameter error -- |t Forward model error -- |t Retrieval noise -- |t Random and systematic error -- |t Representing covariances. |
| 588 | 0 | |a Print version record. | |
| 520 | |a Remote sounding of the atmosphere has proved to be a fruitful method of obtaining global information about the atmospheres of the earth and other planets. This book treats comprehensively the inverse problem of remote sounding, and discusses a wide range of retrieval methods for extracting atmospheric parameters of interest from the quantities (thermal emission, for example) that can be measured remotely. Inverse theory is treated in depth from an estimation-theory point of view, but practical questions are also emphasized, such as designing observing systems to obtain the maximum quantity of information, efficient numerical implementation of algorithms for processing large quantities of data, error analysis and approaches to the validation of the resulting retrievals. The book is targeted at graduate students as well as scientists. | ||
| 650 | 0 | |a Sounding and soundings. |0 http://id.loc.gov/authorities/subjects/sh85125409 | |
| 650 | 0 | |a Atmosphere |x Measurement. | |
| 650 | 6 | |a Sondage (Océanographie) | |
| 650 | 6 | |a Atmosphère |x Mesure. | |
| 650 | 7 | |a TECHNOLOGY & ENGINEERING |x Electrical. |2 bisacsh | |
| 650 | 7 | |a Atmosphere |x Measurement |2 fast | |
| 650 | 7 | |a Sounding and soundings |2 fast | |
| 650 | 7 | |a SOUNDING. |2 nasat | |
| 650 | 7 | |a ATMOSPHERIC SOUNDING. |2 nasat | |
| 650 | 7 | |a ATMOSPHERIC PHYSICS. |2 nasat | |
| 650 | 7 | |a Aéronautique en météorologie. |2 ram | |
| 650 | 7 | |a Atmosphère |x Mesure. |2 ram | |
| 758 | |i has work: |a Inverse methods for atmospheric sounding Clive D. Rodgers (Text) |1 https://id.oclc.org/worldcat/entity/E39PCGTQY7tdMQqCvfbyRJtwJC |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |a Rodgers, C.D. (Clive D.). |t Inverse methods for atmospheric sounding. |d Singapore ; [River Edge, N.J.] : World Scientific, [©2000] |z 981022740X |w (OCoLC)45098450 |
| 830 | 0 | |a Series on atmospheric, oceanic and planetary physics ; |v v. 2. |0 http://id.loc.gov/authorities/names/no00018701 | |
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| adam_text | |
| any_adam_object | |
| author | Rodgers, C. D. (Clive D.) |
| author_GND | http://id.loc.gov/authorities/names/n00145297 |
| author_facet | Rodgers, C. D. (Clive D.) |
| author_role | aut |
| author_sort | Rodgers, C. D. |
| author_variant | c d r cd cdr |
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| contents | Atmospheric Remote Sounding Methods -- Thermal emission nadir and limb sounders -- Scattered solar radiation -- Absorption of solar radiation -- Active techniques -- Simple Solutions to the Inverse Problem -- Information Aspects -- Formal Statement of the Problem -- State and measurement vectors -- The forward model -- Weighting function matrix -- Vector spaces -- Linear Problems without Measurement Error -- Subspaces of state space -- Identifying the null space and the row space -- Linear Problems with Measurement Error -- Describing experimental error -- The Bayesian approach to inverse problems -- Bayes' theorem -- Example: The Linear problem with Gaussian statistics -- Degrees of Freedom -- How many independent quantities can be measured? -- Degrees of freedom for signal -- Information Content of a Measurement -- The Fisher information matrix -- Shannon information content -- Entropy of a probability density function -- Entropy of a Gaussian distribution -- Information content in the linear Gaussian case -- The Standard Example: Information Content and Degrees of Freedom -- Probability Density Functions and the Maximum Entropy Principle -- Error Analysis and Characterisation -- Characterisation -- The retrieval method -- The transfer function -- Linearisation of the transfer function -- Interpretation -- Retrieval method parameters -- Error Analysis -- Smoothing error -- Forward model parameter error -- Forward model error -- Retrieval noise -- Random and systematic error -- Representing covariances. |
| ctrlnum | (OCoLC)827944986 |
| dewey-full | 621.3895 |
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| dewey-ones | 621 - Applied physics |
| dewey-raw | 621.3895 |
| dewey-search | 621.3895 |
| dewey-sort | 3621.3895 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Elektrotechnik / Elektronik / Nachrichtentechnik |
| format | Electronic eBook |
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| id | ZDB-4-EBA-ocn827944986 |
| illustrated | Illustrated |
| indexdate | 2024-11-27T13:25:11Z |
| institution | BVB |
| isbn | 9789812813718 9812813713 |
| language | English |
| oclc_num | 827944986 |
| open_access_boolean | |
| owner | MAIN DE-863 DE-BY-FWS |
| owner_facet | MAIN DE-863 DE-BY-FWS |
| physical | 1 online resource (xvi, 238 pages) : illustrations |
| psigel | ZDB-4-EBA |
| publishDate | 2000 |
| publishDateSearch | 2000 |
| publishDateSort | 2000 |
| publisher | World Scientific, |
| record_format | marc |
| series | Series on atmospheric, oceanic and planetary physics ; |
| series2 | Series on atmospheric, oceanic and planetary physics ; |
| spelling | Rodgers, C. D. (Clive D.), author. https://id.oclc.org/worldcat/entity/E39PCjtYcJvjPTFBxcrdtdgjwd http://id.loc.gov/authorities/names/n00145297 Inverse methods for atmospheric sounding : theory and practice / Clive D. Rodgers. Singapore ; [River Edge, N.J.] : World Scientific, [©2000] 1 online resource (xvi, 238 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier Series on atmospheric, oceanic and planetary physics ; v. 2 Includes bibliographical references and index. Atmospheric Remote Sounding Methods -- Thermal emission nadir and limb sounders -- Scattered solar radiation -- Absorption of solar radiation -- Active techniques -- Simple Solutions to the Inverse Problem -- Information Aspects -- Formal Statement of the Problem -- State and measurement vectors -- The forward model -- Weighting function matrix -- Vector spaces -- Linear Problems without Measurement Error -- Subspaces of state space -- Identifying the null space and the row space -- Linear Problems with Measurement Error -- Describing experimental error -- The Bayesian approach to inverse problems -- Bayes' theorem -- Example: The Linear problem with Gaussian statistics -- Degrees of Freedom -- How many independent quantities can be measured? -- Degrees of freedom for signal -- Information Content of a Measurement -- The Fisher information matrix -- Shannon information content -- Entropy of a probability density function -- Entropy of a Gaussian distribution -- Information content in the linear Gaussian case -- The Standard Example: Information Content and Degrees of Freedom -- Probability Density Functions and the Maximum Entropy Principle -- Error Analysis and Characterisation -- Characterisation -- The forward model -- The retrieval method -- The transfer function -- Linearisation of the transfer function -- Interpretation -- Retrieval method parameters -- Error Analysis -- Smoothing error -- Forward model parameter error -- Forward model error -- Retrieval noise -- Random and systematic error -- Representing covariances. Print version record. Remote sounding of the atmosphere has proved to be a fruitful method of obtaining global information about the atmospheres of the earth and other planets. This book treats comprehensively the inverse problem of remote sounding, and discusses a wide range of retrieval methods for extracting atmospheric parameters of interest from the quantities (thermal emission, for example) that can be measured remotely. Inverse theory is treated in depth from an estimation-theory point of view, but practical questions are also emphasized, such as designing observing systems to obtain the maximum quantity of information, efficient numerical implementation of algorithms for processing large quantities of data, error analysis and approaches to the validation of the resulting retrievals. The book is targeted at graduate students as well as scientists. Sounding and soundings. http://id.loc.gov/authorities/subjects/sh85125409 Atmosphere Measurement. Sondage (Océanographie) Atmosphère Mesure. TECHNOLOGY & ENGINEERING Electrical. bisacsh Atmosphere Measurement fast Sounding and soundings fast SOUNDING. nasat ATMOSPHERIC SOUNDING. nasat ATMOSPHERIC PHYSICS. nasat Aéronautique en météorologie. ram Atmosphère Mesure. ram has work: Inverse methods for atmospheric sounding Clive D. Rodgers (Text) https://id.oclc.org/worldcat/entity/E39PCGTQY7tdMQqCvfbyRJtwJC https://id.oclc.org/worldcat/ontology/hasWork Print version: Rodgers, C.D. (Clive D.). Inverse methods for atmospheric sounding. Singapore ; [River Edge, N.J.] : World Scientific, [©2000] 981022740X (OCoLC)45098450 Series on atmospheric, oceanic and planetary physics ; v. 2. http://id.loc.gov/authorities/names/no00018701 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=512548 Volltext |
| spellingShingle | Rodgers, C. D. (Clive D.) Inverse methods for atmospheric sounding : theory and practice / Series on atmospheric, oceanic and planetary physics ; Atmospheric Remote Sounding Methods -- Thermal emission nadir and limb sounders -- Scattered solar radiation -- Absorption of solar radiation -- Active techniques -- Simple Solutions to the Inverse Problem -- Information Aspects -- Formal Statement of the Problem -- State and measurement vectors -- The forward model -- Weighting function matrix -- Vector spaces -- Linear Problems without Measurement Error -- Subspaces of state space -- Identifying the null space and the row space -- Linear Problems with Measurement Error -- Describing experimental error -- The Bayesian approach to inverse problems -- Bayes' theorem -- Example: The Linear problem with Gaussian statistics -- Degrees of Freedom -- How many independent quantities can be measured? -- Degrees of freedom for signal -- Information Content of a Measurement -- The Fisher information matrix -- Shannon information content -- Entropy of a probability density function -- Entropy of a Gaussian distribution -- Information content in the linear Gaussian case -- The Standard Example: Information Content and Degrees of Freedom -- Probability Density Functions and the Maximum Entropy Principle -- Error Analysis and Characterisation -- Characterisation -- The retrieval method -- The transfer function -- Linearisation of the transfer function -- Interpretation -- Retrieval method parameters -- Error Analysis -- Smoothing error -- Forward model parameter error -- Forward model error -- Retrieval noise -- Random and systematic error -- Representing covariances. Sounding and soundings. http://id.loc.gov/authorities/subjects/sh85125409 Atmosphere Measurement. Sondage (Océanographie) Atmosphère Mesure. TECHNOLOGY & ENGINEERING Electrical. bisacsh Atmosphere Measurement fast Sounding and soundings fast SOUNDING. nasat ATMOSPHERIC SOUNDING. nasat ATMOSPHERIC PHYSICS. nasat Aéronautique en météorologie. ram Atmosphère Mesure. ram |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85125409 |
| title | Inverse methods for atmospheric sounding : theory and practice / |
| title_alt | Atmospheric Remote Sounding Methods -- Thermal emission nadir and limb sounders -- Scattered solar radiation -- Absorption of solar radiation -- Active techniques -- Simple Solutions to the Inverse Problem -- Information Aspects -- Formal Statement of the Problem -- State and measurement vectors -- The forward model -- Weighting function matrix -- Vector spaces -- Linear Problems without Measurement Error -- Subspaces of state space -- Identifying the null space and the row space -- Linear Problems with Measurement Error -- Describing experimental error -- The Bayesian approach to inverse problems -- Bayes' theorem -- Example: The Linear problem with Gaussian statistics -- Degrees of Freedom -- How many independent quantities can be measured? -- Degrees of freedom for signal -- Information Content of a Measurement -- The Fisher information matrix -- Shannon information content -- Entropy of a probability density function -- Entropy of a Gaussian distribution -- Information content in the linear Gaussian case -- The Standard Example: Information Content and Degrees of Freedom -- Probability Density Functions and the Maximum Entropy Principle -- Error Analysis and Characterisation -- Characterisation -- The retrieval method -- The transfer function -- Linearisation of the transfer function -- Interpretation -- Retrieval method parameters -- Error Analysis -- Smoothing error -- Forward model parameter error -- Forward model error -- Retrieval noise -- Random and systematic error -- Representing covariances. |
| title_auth | Inverse methods for atmospheric sounding : theory and practice / |
| title_exact_search | Inverse methods for atmospheric sounding : theory and practice / |
| title_full | Inverse methods for atmospheric sounding : theory and practice / Clive D. Rodgers. |
| title_fullStr | Inverse methods for atmospheric sounding : theory and practice / Clive D. Rodgers. |
| title_full_unstemmed | Inverse methods for atmospheric sounding : theory and practice / Clive D. Rodgers. |
| title_short | Inverse methods for atmospheric sounding : |
| title_sort | inverse methods for atmospheric sounding theory and practice |
| title_sub | theory and practice / |
| topic | Sounding and soundings. http://id.loc.gov/authorities/subjects/sh85125409 Atmosphere Measurement. Sondage (Océanographie) Atmosphère Mesure. TECHNOLOGY & ENGINEERING Electrical. bisacsh Atmosphere Measurement fast Sounding and soundings fast SOUNDING. nasat ATMOSPHERIC SOUNDING. nasat ATMOSPHERIC PHYSICS. nasat Aéronautique en météorologie. ram Atmosphère Mesure. ram |
| topic_facet | Sounding and soundings. Atmosphere Measurement. Sondage (Océanographie) Atmosphère Mesure. TECHNOLOGY & ENGINEERING Electrical. Atmosphere Measurement Sounding and soundings SOUNDING. ATMOSPHERIC SOUNDING. ATMOSPHERIC PHYSICS. Aéronautique en météorologie. |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=512548 |
| work_keys_str_mv | AT rodgerscd inversemethodsforatmosphericsoundingtheoryandpractice |