Effects of non-uniform vertical constituent profiles on remote sensing reflectance of oligo- to mesotrophic lakes

被引:9
作者
Nouchi, Vincent [1 ]
Odermatt, Daniel [2 ]
Wuesta, Alfred [1 ,3 ]
Bouffard, Damien [1 ,3 ]
机构
[1] EPFL ENAC IEE APHYS, Margaretha Kamprad Chair, Phys Aquat Syst Lab, CH-1015 Lausanne, Switzerland
[2] Odermatt & Brockmann GmbH, Zurich, Switzerland
[3] Eawag, Swiss Fed Inst Aquat Sci & Technol, Surface Waters Res & Management, Kastanienbaum, Switzerland
关键词
Inland waters; radiative transfer models; in field data acquisition; water quality; non-uniformities; spectral reflectance; SUSPENDED PARTICULATE MATTER; DISSOLVED ORGANIC-MATTER; CHLOROPHYLL-RETRIEVAL; PHASE FUNCTION; COASTAL OCEAN; WATER-QUALITY; PURE SEAWATER; PHYTOPLANKTON; TURBIDITY; DEPTH;
D O I
10.1080/22797254.2018.1493360
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
We investigate the impact on remote sensing reflectance by the vertical non-uniformities of water constituents. Reflectance simulated for 210 pairs of in situ measured chlorophyll-a and turbidity profiles (z = 0-20 m) from Lake Geneva are compared to simulations for uniform constituent gradients and non-uniform profiles approximated by Gaussian curves, orthogonal layers and steady gradients. Relevant concentration ranges are between 0 and 17 mg m(-3) for chlorophyll-a and 0 and 4.6 g m(-3) for total suspended matter within the photic layer. Our results show that mesotrophic lakes are specifically sensitive to non-uniformities with 20% of the 210 samples used in this study showing deviations of the spectral angle > 5 degrees between a uniform assumption and observations which mostly occur for deeper-laying water constituents. By stressing the different use of blue and red parts of the spectrum, we argue further that algorithms are affected by variable vertical structures of algal and inorganic particles. Finally, we demonstrate that approximation models of the vertical structure of water constituents are a good solution to better account for non-uniformities in the development of invertible bio-optical models.
引用
收藏
页码:808 / 821
页数:14
相关论文
共 66 条
  • [11] A comparison of error metrics and constraints for multiple endmember spectral mixture analysis and spectral angle mapper
    Dennison, PE
    Halligan, KQ
    Roberts, DA
    [J]. REMOTE SENSING OF ENVIRONMENT, 2004, 93 (03) : 359 - 367
  • [12] The MERIS case 2 water algorithm
    Doerffer, R.
    Schiller, H.
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2007, 28 (3-4) : 517 - 535
  • [13] Deep living Planktothrix rubescens modulated by environmental constraints and climate forcing
    Dokulil, Martin T.
    Teubner, Katrin
    [J]. HYDROBIOLOGIA, 2012, 698 (01) : 29 - 46
  • [14] Environmental control of phytoplankton distribution and photosynthetic performance at the Jan Mayen Front in the Norwegian Sea
    Erga, Svein Rune
    Ssebiyonga, Nicolausi
    Hamre, Borge
    Frette, Oyvind
    Hovland, Erlend
    Hancke, Kasper
    Drinkwater, Kenneth
    Rey, Francisco
    [J]. JOURNAL OF MARINE SYSTEMS, 2014, 130 : 193 - 205
  • [15] Effects of upstream hydropower operation on riverine particle transport and turbidity in downstream lakes
    Finger, David
    Schmid, Martin
    Wueest, Alfred
    [J]. WATER RESOURCES RESEARCH, 2006, 42 (08)
  • [16] FOURNIER GR, 1994, P SOC PHOTO-OPT INS, V2258, P194, DOI 10.1117/12.190063
  • [17] Gege P., 2000, P C OC OPT
  • [18] Influence of vertical distribution of phytoplankton on remote sensing signal of Case II waters: southern Caspian Sea case study
    Gholamalifard, Mehdi
    Esmaili-Sari, Abbas
    Abkar, Aliakbar
    Naimi, Babak
    Kutser, Tiit
    [J]. JOURNAL OF APPLIED REMOTE SENSING, 2013, 7
  • [19] Assessment of water quality in Lake Garda (Italy) using Hyperion
    Giardino, Claudia
    Brando, Vittorio E.
    Dekker, Amold G.
    Strombeck, Niklas
    Candiani, Gabriele
    [J]. REMOTE SENSING OF ENVIRONMENT, 2007, 109 (02) : 183 - 195
  • [20] Evaluation of Multi-Resolution Satellite Sensors for Assessing Water Quality and Bottom Depth of Lake Garda
    Giardino, Claudia
    Bresciani, Mariano
    Cazzaniga, Ilaria
    Schenk, Karin
    Rieger, Patrizia
    Braga, Federica
    Matta, Erica
    Brando, Vittorio E.
    [J]. SENSORS, 2014, 14 (12): : 24116 - 24131