Submersed aquatic vegetation - SAV mapping based on radiative transfer theory - RT...
| Full text | |
| Author(s): |
Martins, Sarah
[1, 2]
;
Chokmani, Karem
[2]
;
Alcantara, Enner
[3]
;
Ogashawara, Igor
[4]
;
El-Alem, Anas
[2]
Total Authors: 5
|
| Affiliation: | [1] Sao Paulo State Univ Unesp, Dept Cartog, Presidente Prudente, SP - Brazil
[2] Natl Inst Sci Res INRS, Res Ctr Water Earth & Environm, Quebec City, PQ - Canada
[3] Sao Paulo State Univ UNESP, Dept Environm Engn, Sao Jose Dos Campos, SP - Brazil
[4] IUPUI, Dept Earth Sci, Indianapolis, IN - USA
Total Affiliations: 4
|
| Document type: | Journal article |
| Source: | INLAND WATERS; v. 8, n. 4, p. 488-504, 2018. |
| Web of Science Citations: | 1 |
| Abstract | |
Dissolved organic matter (DOM) has 3 major sources: (1) autochthonous or surface water-derived of algal origin, (2) allochthonous or terrestrial material from soils, and (3) synthetic organic substances of man-made or industrial origin. Thus, its correlation with dissolved organic carbon (DOC) or chlorophyll a (Chl-a) depends on environmental dynamics and their related changes. Because coloured dissolved organic matter (CDOM) is the coloured fraction of DOM, historical measurements of DOM may be used as a suitable proxy for CDOM. In this research we (1) evaluated the performance of a set of bio-optical models, including empirical models and a quasi-analytical algorithm (QAA), by using simulated reflectance data based on the Thematic Mapper sensor parameters (TM); and (2) analyzed the possible sources of CDOM/DOM in a tropical eutrophic reservoir for a 15-year TM/Landsat-5 time series. Results showed that the literature-based models failed to retrieve the CDOM absorption coefficient (a(CDOM)) from simulated reflectance data. After correlation and collinearity analyses (2D colour correlation plot), an alternative wavelength (485 nm) and band ratio (B4/B1) gave the best relation to a(CDOM). The proposed model had satisfactory performance (R-2 = 0.91, p < 0.0001, RMSE = 7%, Nash-Sutcliffe= 0.91). Two significantly different a(CDOM) patterns were identified for the Funil hydroelectric reservoir (Brazil): one associated with land cover land use and rainfall/runoff occurrence and the other with elevated Chl-a associated with algal blooms. (AU) | |
| FAPESP's process: | 15/21586-9 - Re-parametrization of a Quasi-Analytical algorithm (QAA) to estimating the inherent optical properties in reservoirs of Tietê River |
| Grantee: | Enner Herenio de Alcântara |
| Support type: | Regular Research Grants |
| FAPESP's process: | 11/19523-8 - Developing a semi-analytical model to study the chlorophyll-a concentration and the trophic state of tropical hydroelectric reservoirs |
| Grantee: | José Luiz Stech |
| Support type: | Regular Research Grants |