Sunglint Detection for Unmanned and Automated Platforms

被引:23
作者
Garaba, Shungudzemwoyo Pascal [1 ]
Schulz, Jan [1 ]
Wernand, Marcel Robert [2 ]
Zielinski, Oliver [1 ]
机构
[1] Carl von Ossietzky Univ Oldenburg, Inst Chem & Biol Marine Environm Terramare, D-26382 Wilhelmshaven, Germany
[2] Royal Netherlands Inst Sea Res Phys Oceanog Marin, NL-1790 AB Den Burg, Texel, Netherlands
来源
SENSORS | 2012年 / 12卷 / 09期
关键词
sunglint; empirical quality control; ocean colour; coastal and shelf seas; hyperspectral sensing; REMOTE-SENSING REFLECTANCE; ATMOSPHERIC CORRECTION; COASTAL WATERS; TURBID WATERS; SPECTRAL REFLECTANCE; SEA FOAM; ABSORPTION; SCATTERING; LIGHT; GLINT;
D O I
10.3390/s120912545
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
We present an empirical quality control protocol for above-water radiometric sampling focussing on identifying sunglint situations. Using hyperspectral radiometers, measurements were taken on an automated and unmanned seaborne platform in northwest European shelf seas. In parallel, a camera system was used to capture sea surface and sky images of the investigated points. The quality control consists of meteorological flags, to mask dusk, dawn, precipitation and low light conditions, utilizing incoming solar irradiance (E-S) spectra. Using 629 from a total of 3,121 spectral measurements that passed the test conditions of the meteorological flagging, a new sunglint flag was developed. To predict sunglint conspicuous in the simultaneously available sea surface images a sunglint image detection algorithm was developed and implemented. Applying this algorithm, two sets of data, one with (having too much or detectable white pixels or sunglint) and one without sunglint (having least visible/detectable white pixel or sunglint), were derived. To identify the most effective sunglint flagging criteria we evaluated the spectral characteristics of these two data sets using water leaving radiance (L-W) and remote sensing reflectance (R-RS). Spectral conditions satisfying 'mean L-W (700-950 nm) < 2 mW.m(-2).nm(-1).Sr- 1' or alternatively 'minimum R-RS (700-950 nm) < 0.010 Sr-1', mask most measurements affected by sunglint, providing an efficient empirical flagging of sunglint in automated quality control.
引用
收藏
页码:12545 / 12561
页数:17
相关论文
共 37 条
[1]  
BRICAUD A, 1981, LIMNOL OCEANOGR, V26, P43
[2]   MEASUREMENT OF THE ROUGHNESS OF THE SEA SURFACE FROM PHOTOGRAPHS OF THE SUNS GLITTER [J].
COX, C ;
MUNK, W .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA, 1954, 44 (11) :838-850
[3]   Near-infrared light scattering by particles in coastal waters [J].
Doxaran, David ;
Babin, Marcel ;
Leymarie, Edouard .
OPTICS EXPRESS, 2007, 15 (20) :12834-12849
[4]   Reduction of skylight reflection effects in the above-water measurement of diffuse marine reflectance [J].
Fougnie, B ;
Frouin, R ;
Lecomte, P ;
Deschamps, PY .
APPLIED OPTICS, 1999, 38 (18) :3844-3856
[5]   A comparison of the performance of threshold criteria for binary classification in terms of predicted prevalence and kappa [J].
Freeman, Elizabeth A. ;
Moisen, Gretchen G. .
ECOLOGICAL MODELLING, 2008, 217 (1-2) :48-58
[6]   Spectral reflectance of sea foam in the visible and near-infrared: In situ measurements and remote sensing implications [J].
Frouin, R ;
Schwindling, M ;
Deschamps, PY .
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 1996, 101 (C6) :14361-14371
[7]   MODELING SPECTRAL DIFFUSE ATTENUATION, ABSORPTION, AND SCATTERING COEFFICIENTS IN A TURBID ESTUARY [J].
GALLEGOS, CL ;
CORRELL, DL ;
PIERCE, JW .
LIMNOLOGY AND OCEANOGRAPHY, 1990, 35 (07) :1486-1502
[8]  
GLENN S, 2004, OCEANOGRAPHY, V17, P86
[9]  
Gould RW, 2001, J COASTAL RES, V17, P328
[10]   Sun photometric measurements of atmospheric water vapor column abundance in the 940-nm band [J].
Halthore, RN ;
Eck, TF ;
Holben, BN ;
Markham, BL .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 1997, 102 (D4) :4343-4352