A Comprehensive Description of Multi-Term LSM for Applying Multiple a Priori Constraints in Problems of Atmospheric Remote Sensing: GRASP Algorithm, Concept, and Applications

Oleg Dubovik; David Fuertes; Pavel Litvinov; Anton Lopatin; Tatyana Lapyonok; Ivan Doubovik; Feng Xu; Fabrice Ducos; Cheng Chen; Benjamin Torres; Yevgeny Derimian; Lei Li; Marcos Herreras-Giralda; Milagros Herrera; Yana Karol; Christian Matar; Gregory L. Schuster; Reed Espinosa; Anin Puthukkudy; Zhengqiang Li; Juergen Fischer; Rene Preusker; Juan Cuesta; Axel Kreuter; Alexander Cede; Michael Aspetsberger; Daniel Marth; Lukas Bindreiter; Andreas Hangler; Verena Lanzinger; Christoph Holter; Christian Federspiel

doi:10.3389/frsen.2021.706851

A Comprehensive Description of Multi-Term LSM for Applying Multiple a Priori Constraints in Problems of Atmospheric Remote Sensing: GRASP Algorithm, Concept, and Applications

Oleg Dubovik
, David Fuertes
, Pavel Litvinov
, Anton Lopatin
, Tatyana Lapyonok
, Ivan Doubovik
, Feng Xu
, Fabrice Ducos
, Cheng Chen
, Benjamin Torres
, Yevgeny Derimian
, Lei Li
, Marcos Herreras-Giralda
, Milagros Herrera
, Yana Karol
, Christian Matar
, Gregory L. Schuster
, Reed Espinosa
, Anin Puthukkudy
, Zhengqiang Li

Juergen Fischer, Rene Preusker, Juan Cuesta, Axel Kreuter, Alexander Cede, Michael Aspetsberger, Daniel Marth, Lukas Bindreiter, Andreas Hangler, Verena Lanzinger, Christoph Holter, Christian Federspiel

Research output: Contribution to journal › Article › peer-review

111 Scopus citations

Abstract

Advanced inversion Multi-term approach utilizing multiple a priori constraints is proposed. The approach is used as a base for the first unified algorithm GRASP that is applicable to diverse remote sensing observations and retrieving a variety of atmospheric properties. The utilization of GRASP for diverse remote sensing observations is demonstrated.

Original language	English
Article number	706851
Journal	Frontiers in Remote Sensing
Volume	2
DOIs	https://doi.org/10.3389/frsen.2021.706851
State	Published - 1 Jan 2021
Externally published	Yes

Keywords

GRASP algorithm
atmospheric aerosol
atmospheric remote sensing
inversion method
multiple a priori constraints

ASJC Scopus subject areas

Biophysics
Physics and Astronomy (miscellaneous)
General Earth and Planetary Sciences

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10.3389/frsen.2021.706851

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Dubovik, O., Fuertes, D., Litvinov, P., Lopatin, A., Lapyonok, T., Doubovik, I., Xu, F., Ducos, F., Chen, C., Torres, B., Derimian, Y., Li, L., Herreras-Giralda, M., Herrera, M., Karol, Y., Matar, C., Schuster, G. L., Espinosa, R., Puthukkudy, A., ... Federspiel, C. (2021). A Comprehensive Description of Multi-Term LSM for Applying Multiple a Priori Constraints in Problems of Atmospheric Remote Sensing: GRASP Algorithm, Concept, and Applications. Frontiers in Remote Sensing, 2, Article 706851. https://doi.org/10.3389/frsen.2021.706851

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title = "A Comprehensive Description of Multi-Term LSM for Applying Multiple a Priori Constraints in Problems of Atmospheric Remote Sensing: GRASP Algorithm, Concept, and Applications",

abstract = "Advanced inversion Multi-term approach utilizing multiple a priori constraints is proposed. The approach is used as a base for the first unified algorithm GRASP that is applicable to diverse remote sensing observations and retrieving a variety of atmospheric properties. The utilization of GRASP for diverse remote sensing observations is demonstrated.",

keywords = "GRASP algorithm, atmospheric aerosol, atmospheric remote sensing, inversion method, multiple a priori constraints",

author = "Oleg Dubovik and David Fuertes and Pavel Litvinov and Anton Lopatin and Tatyana Lapyonok and Ivan Doubovik and Feng Xu and Fabrice Ducos and Cheng Chen and Benjamin Torres and Yevgeny Derimian and Lei Li and Marcos Herreras-Giralda and Milagros Herrera and Yana Karol and Christian Matar and Schuster, \{Gregory L.\} and Reed Espinosa and Anin Puthukkudy and Zhengqiang Li and Juergen Fischer and Rene Preusker and Juan Cuesta and Axel Kreuter and Alexander Cede and Michael Aspetsberger and Daniel Marth and Lukas Bindreiter and Andreas Hangler and Verena Lanzinger and Christoph Holter and Christian Federspiel",

note = "Publisher Copyright: Copyright {\textcopyright} 2021 The U.S. Government retains the right to use, reproduce, distribute, create derivative works, perform, and display portions of the Work authored solely or co-authored by a U.S. Government employee. Non-U.S copyrights also apply.",

year = "2021",

month = jan,

day = "1",

doi = "10.3389/frsen.2021.706851",

language = "English",

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journal = "Frontiers in Remote Sensing",

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Dubovik, O, Fuertes, D, Litvinov, P, Lopatin, A, Lapyonok, T, Doubovik, I, Xu, F, Ducos, F, Chen, C, Torres, B, Derimian, Y, Li, L, Herreras-Giralda, M, Herrera, M, Karol, Y, Matar, C, Schuster, GL, Espinosa, R, Puthukkudy, A, Li, Z, Fischer, J, Preusker, R, Cuesta, J, Kreuter, A, Cede, A, Aspetsberger, M, Marth, D, Bindreiter, L, Hangler, A, Lanzinger, V, Holter, C & Federspiel, C 2021, 'A Comprehensive Description of Multi-Term LSM for Applying Multiple a Priori Constraints in Problems of Atmospheric Remote Sensing: GRASP Algorithm, Concept, and Applications', Frontiers in Remote Sensing, vol. 2, 706851. https://doi.org/10.3389/frsen.2021.706851

TY - JOUR

T1 - A Comprehensive Description of Multi-Term LSM for Applying Multiple a Priori Constraints in Problems of Atmospheric Remote Sensing

T2 - GRASP Algorithm, Concept, and Applications

AU - Dubovik, Oleg

AU - Fuertes, David

AU - Litvinov, Pavel

AU - Lopatin, Anton

AU - Lapyonok, Tatyana

AU - Doubovik, Ivan

AU - Xu, Feng

AU - Ducos, Fabrice

AU - Chen, Cheng

AU - Torres, Benjamin

AU - Derimian, Yevgeny

AU - Li, Lei

AU - Herreras-Giralda, Marcos

AU - Herrera, Milagros

AU - Karol, Yana

AU - Matar, Christian

AU - Schuster, Gregory L.

AU - Espinosa, Reed

AU - Puthukkudy, Anin

AU - Li, Zhengqiang

AU - Fischer, Juergen

AU - Preusker, Rene

AU - Cuesta, Juan

AU - Kreuter, Axel

AU - Cede, Alexander

AU - Aspetsberger, Michael

AU - Marth, Daniel

AU - Bindreiter, Lukas

AU - Hangler, Andreas

AU - Lanzinger, Verena

AU - Holter, Christoph

AU - Federspiel, Christian

N1 - Publisher Copyright: Copyright © 2021 The U.S. Government retains the right to use, reproduce, distribute, create derivative works, perform, and display portions of the Work authored solely or co-authored by a U.S. Government employee. Non-U.S copyrights also apply.

PY - 2021/1/1

Y1 - 2021/1/1

N2 - Advanced inversion Multi-term approach utilizing multiple a priori constraints is proposed. The approach is used as a base for the first unified algorithm GRASP that is applicable to diverse remote sensing observations and retrieving a variety of atmospheric properties. The utilization of GRASP for diverse remote sensing observations is demonstrated.

AB - Advanced inversion Multi-term approach utilizing multiple a priori constraints is proposed. The approach is used as a base for the first unified algorithm GRASP that is applicable to diverse remote sensing observations and retrieving a variety of atmospheric properties. The utilization of GRASP for diverse remote sensing observations is demonstrated.

KW - GRASP algorithm

KW - atmospheric aerosol

KW - atmospheric remote sensing

KW - inversion method

KW - multiple a priori constraints

UR - https://www.scopus.com/pages/publications/85112795480

U2 - 10.3389/frsen.2021.706851

DO - 10.3389/frsen.2021.706851

M3 - Article

AN - SCOPUS:85112795480

SN - 2673-6187

VL - 2

JO - Frontiers in Remote Sensing

JF - Frontiers in Remote Sensing

M1 - 706851

ER -

A Comprehensive Description of Multi-Term LSM for Applying Multiple a Priori Constraints in Problems of Atmospheric Remote Sensing: GRASP Algorithm, Concept, and Applications

Abstract

Keywords

ASJC Scopus subject areas

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