The QAA-RGB: A universal three-band absorption and backscattering retrieval algorithm for high resolution satellite sensors. Development and implementation in ACOLITE

被引:30
作者
Pitarch, Jaime [1 ]
Vanhellemont, Quinten [2 ]
机构
[1] CNR, Ist Sci Marine ISMAR, Via Fosso Cavaliere 100, I-00133 Rome, Italy
[2] Royal Belgian Inst Nat Sci, Operat Directorate Nat Environm, Vautierstr 29, B-1000 Brussels, Belgium
关键词
Semianalytical algorithm; Coastal; Inland; Optical; Landsat; Sentinel; PACE; Absorption; Backscattering; Diffuse attenuation; Secchi; INHERENT OPTICAL-PROPERTIES; QUASI-ANALYTICAL ALGORITHM; ATMOSPHERIC CORRECTION; COLOR; COMPILATION; SENTINEL-2; SPECTRUM; SEAWATER; LAKES;
D O I
10.1016/j.rse.2021.112667
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
We present the "QAA-RGB", a semianalytical algorithm that retrieves total absorption, particle backscattering, as well as the diffuse attenuation coefficient and the Secchi disk depth, from eighteen metre and decametre satellite sensors, including present and heritage Landsat's data, Sentinel 2 at 10 m and an array of commercial satellites such as PlanetScope, Pleiades and Worldview. The QAA-RGB is a minimal version of the Quasi-Analytical Algorithm (QAA), and therefore keeps its robustness and general validity across different water types. It ingests remote-sensing reflectance at only three bands, centred on red, green and blue wavelengths. Retrievals of non-water absorption at 555 nm (a(nw)(555)) are satisfactory, with a standard deviation of sigma similar to 50% up to a(nw)(555) < 2 m(-1), based on in situ datasets. Careful calibration results in unbiased retrievals across all sensors. Validation to independent in situ data is also provided. The QAA-RGB has been implemented in the ACOLITE generic processor, and is openly accessible to the community. Consistency of near-coincident observations from different satellite sensors is demonstrated.
引用
收藏
页数:17
相关论文
共 40 条
[1]   Mapping phytoplankton blooms in deep subalpine lakes from Sentinel-2A and Landsat-8 [J].
Bresciani, M. ;
Cazzaniga, I. ;
Austoni, M. ;
Sforzi, T. ;
Buzzi, F. ;
Morabito, G. ;
Giardino, C. .
HYDROBIOLOGIA, 2018, 824 (01) :197-214
[2]   Analysis of within- and between-day chlorophyll-a dynamics in Mantua Superior Lake, with a continuous spectroradiometric measurement [J].
Bresciani, M. ;
Rossini, M. ;
Morabito, G. ;
Matta, E. ;
Pinardi, M. ;
Cogliati, S. ;
Julitta, T. ;
Colombo, R. ;
Braga, F. ;
Giardino, C. .
MARINE AND FRESHWATER RESEARCH, 2013, 64 (04) :303-316
[3]   The Ocean Colour Climate Change Initiative: III. A round-robin comparison on in-water bio-optical algorithms [J].
Brewin, Robert J. W. ;
Sathyendranath, Shubha ;
Mueller, Dagmar ;
Brockrnann, Carsten ;
Deschamps, Pierre-Yves ;
Devred, Emmanuel ;
Doerffer, Roland ;
Fomferra, Norman ;
Franz, Bryan ;
Grant, Mike ;
Groom, Steve ;
Horseman, Andrew ;
Hu, Chuanmin ;
Krasemann, Hajo ;
Lee, ZhongPing ;
Maritorena, Stephane ;
Melin, Frederic ;
Peters, Marco ;
Platt, Trevor ;
Regner, Peter ;
Smyth, Tim ;
Steinmetz, Francois ;
Swinton, John ;
Werdell, Jeremy ;
White, George N., III .
REMOTE SENSING OF ENVIRONMENT, 2015, 162 :271-294
[4]   Decrease in water clarity of the southern and central North Sea during the 20th century [J].
Capuzzo, Elisa ;
Stephens, David ;
Silva, Tiago ;
Barry, Jon ;
Forster, Rodney M. .
GLOBAL CHANGE BIOLOGY, 2015, 21 (06) :2206-2214
[5]   A global compilation of in situ aquatic high spectral resolution inherent and apparent optical property data for remote sensing applications [J].
Casey, Kimberly A. ;
Rousseaux, Cecile S. ;
Gregg, Watson W. ;
Boss, Emmanuel ;
Chase, Alison P. ;
Craig, Susanne E. ;
Mouw, Colleen B. ;
Reynolds, Rick A. ;
Stramski, Dariusz ;
Ackleson, Steven G. ;
Bricaud, Annick ;
Schaeffer, Blake ;
Lewis, Marlon R. ;
Maritorena, Stephane .
EARTH SYSTEM SCIENCE DATA, 2020, 12 (02) :1123-1139
[6]  
Colella S., OCEAN COLOUR PRODUCT
[7]   PlanetScope and Landsat 8 Imageries for Bathymetry Mapping [J].
Gabr, Bassam ;
Ahmed, Mostafa ;
Marmoush, Yehia .
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2020, 8 (02)
[8]  
Jackson T., 2020, Product User Guide for V5 0 Dataset
[9]   An improved optical classification scheme for the Ocean Colour Essential Climate Variable and its applications [J].
Jackson, Thomas ;
Sathyendranath, Shubha ;
Melin, Frederic .
REMOTE SENSING OF ENVIRONMENT, 2017, 203 :152-161
[10]  
Lee Z. P., 2014, An update of the quasi-analytical algorithm (QAA_v6)