Open Access Open Access  Restricted Access Subscription Access

Distribution of Coloured Dissolved and Detrital Organic Matter in Optically Complex Waters of Chilika Lagoon, Odisha, India, using Hyperspectral Data of AVIRIS-NG


Affiliations
1 Marine Ecosystem Division, Biological and Planetary Sciences and Applications Group, Earth, Ocean, Atmosphere, Planetary Sciences and Applications Area, Space Applications Centre, Ahmedabad 380 015, India
2 Department of Botany, University of Gujarat, Ahmedabad 380 009, India
3 Wetland Research and Training Centre, Chilika Development Authority, Department of Forest and Environment, Government of Odisha, Balugaon 752 030, India
 

Coloured dissolved and detrital matter (CDM) forms a significant fraction of the total dissolved organic matter (DOM) in water bodies. It absorbs light strongly in the ultraviolet and blue domains of the electromagnetic spectrum. The present study maps CDM absorption of the entire Chilika lagoon, Odisha, India (an optically complex water body) using hyperspectral data of AVIRIS-NG. This study takes advantage of hyperspectral data which use SWIR bands for the estimation of remote sensing reflectance in highly turbid waters of Chilika lagoon (northern sector, which otherwise is masked using standard atmospheric correction schemes). During 24–27 December 2015, we have collected in situ bio-optical data over waters of Chilika lagoon, for studying the distribution of CDM. AVIRIS-NG data have also been acquired synchronous to in situ measurements over the study area. CDM absorption coefficient is retrieved using quasi analytical algorithm and the distribution of CDM is discussed in detail in three different sectors of Chilika lagoon (southern, central, northern) and at the outer channel. The variability of CDM absorption at 412 nm shows that in the north sector of Chilika lagoon, CDM absorption is quite high compared to other sectors (5.5 m–1 with a standard deviation of 0.06 m–1). In the southern sector and at the outer channel it is 1.8 m–1 with a standard deviation of 0.02 m–1 and in the central sector it is 3.76 m–1 with a standard deviation of 0.22 m–1. High CDM in the northern sector is attributed to the inflow of terrestrial organic matter. The advantage of hyperspectral data is that it gives CDM absorption contiguous in the range of 375–425 nm, where the absorption by CDM is strong and away from chlorophyll-a absorption.

Keywords

Dissolved Organic Matter, Hyperspectral Data, Lagoon, Optically Complex Waters.
User
Notifications
Font Size

  • Markager, S. and Vincent, W. F., Spectral light attenuation and the absorption of UV and blue light in natural waters. Limnol. Oceanogr., 2000, 45, 642–650.
  • Brando, V. E. and Dekker, A. G., Satellite hyperspectral remote sensing for estimating estuarine and coastal water quality. IEEE Trans. Geosci. Remote Sensing, 2003, 41, 1378–1387.
  • Menon, H. B., Sangekar, N. P., Lotliker, A. A. and Vethamony, P., Dynamics of chromophoric dissolved organic matter in Mandovi and Zuari estuaries – a study through in situ and satellite data. ISPRS J. Photogramm. Remote Sensing, 2011, 66, 545–552.
  • Watanabe, F., Mishra, D. R., Astuti, I., Rodrigues, T., Alcântara, E., Imai, N. N. and Barbosa, C., Parameterization and calibration of a quasi-analytical algorithm for tropical eutrophic waters. ISPRS J. Photogramm. Remote Sensing, 2016, 121, 28–47.
  • Siegel, D. A., Maritorena, S., Nelson, N. B., Hansell, D. A. and Lorenzi-Kayser, M., Global distribution and dynamics of coloured dissolved and detrital organic materials. J. Geophys. Res., 2002, 107(C12), 3228; doi:10.1029/2001JC000965.
  • Sarma, N. S. et al., Spectral modelling of estuarine coloured dissolved organic matter. Curr. Sci., 2018, 114(8), 1762–1767.
  • Barnes, R. S. K., Coastal lagoons. In Cambridge Studies in Modern Biology 1, Cambridge University Press, New York, 1980, p. 106.
  • Sikora, W. B. and Kjerfve, B., Factors influencing the salinity of lake Pontchartrain, Louisiana a shallow coastal lagoon: analysis of a long term data set. Estuaries, 1985, 8(2A), 170–180.
  • Russi, D. et al., The Economics of Ecosystems and Biodiversity for Water and Wetlands, IEEP, London and Brussels, 2013, p. 78.
  • Gupta, G. V. M. et al., Influence of net ecosystem metabolism in transferring riverine organic carbon to atmospheric CO2 in a tropical coastal lagoon (Chilika Lake, India). Biogeochemistry, 2008; http://dx.doi.org/10.1007/s10533-008-9183-x.
  • Patnaik, S. S., Estimation of sediment flow into the Chilika lake. In Abst. Vol., Workshop on Sustainable Development of Chilika Lake, Bhubaneswar, 12–14 December 1998, pp. 31–32.
  • Chandramohan, P. and Nayak, B. U., A study for the improvement of the Chillka Lake tidal inlet, East Coast of India. J. Coast. Res., 1994, 10, 909–918.
  • Muduli, P. R. et al., Spatio-temporal variation of CO2 emission from Chilika Lake, a tropical coastal lagoon, on the east coast of India. Estuarine Coast. Shelf Sci., 2012, 113, 305–313.
  • Muduli, P. R. et al., Distribution of dissolved inorganic carbon and net ecosystem production in a tropical brackish water lagoon, India. Cont. Shelf Res., 2013, 64, 75–87.
  • Muduli, P. R., Barik, S. K., Mohapatra, D., Samal, R. N. and Rastogi, G., The impact of tropical cyclone ‘Phailin’ on the hydrology of Chilika Lagoon, India. Int. J. Environ. Sci. Nat. Resour., 2017, 4(2), 555632; http://dx.doi.org/10.19080/IJESNR.2017.0.
  • Barik, S. K. et al., Spatio-temporal variability and the impact of Phailin on water quality of Chilika lagoon. Cont. Shelf Res., 2017, 136, 39–56.
  • Mueller, J. L., Fargion, G. S. and McClain, C. R., Ocean optics protocols for satellite ocean colour sensor validation, National Aeronautics and Space Administration, Goddard Space Flight Center, USA, 2002, Revision 4, vol. IV, NASA/TM-2003.
  • Lee, Z., Carder, K. L. and Arnone, R. A., Deriving inherent optical properties from water colour: a multiband quasi-analytical algorithm for optically deep waters. Appl. Opt., 2002, 41, 5755– 5772.
  • Kanuri, V. V. et al., Plankton metabolic processes and its significance on dissolved organic carbon pool in a tropical brackish water lagoon. Cont. Shelf Res., 2013, 61, 52–61.
  • Kanuri, V. V., Muduli, P. R., Robin, R. S., Patra, S., Gupta, G. V. M. and Rao, G. N., Bioavailable dissolved organic matter and its spatio-temporal variation in a river dominated tropical brackish water Lagoon, India. Marine Pollut. Bull., 2018, 131, 460– 467.
  • Keith, D. J., Lunetta, R. S. and Schaeffer, B. A., Optical models for remote sensing of coloured dissolved organic matter absorption and salinity in new England, Middle Atlantic and Gulf Coast Estuaries USA. Remote Sensing, 2016, 8(4), 283.
  • D’Sa, E. J., Naik, P. and Swenson, E. M., Optical properties of chromophoric dissolved organic matter along a transect in the Barataria Bay, Louisiana. In OCEANS, IEEE, 2008, pp. 1–4.

Abstract Views: 208

PDF Views: 71




  • Distribution of Coloured Dissolved and Detrital Organic Matter in Optically Complex Waters of Chilika Lagoon, Odisha, India, using Hyperspectral Data of AVIRIS-NG

Abstract Views: 208  |  PDF Views: 71

Authors

Arvind Sahay
Marine Ecosystem Division, Biological and Planetary Sciences and Applications Group, Earth, Ocean, Atmosphere, Planetary Sciences and Applications Area, Space Applications Centre, Ahmedabad 380 015, India
Anurag Gupta
Marine Ecosystem Division, Biological and Planetary Sciences and Applications Group, Earth, Ocean, Atmosphere, Planetary Sciences and Applications Area, Space Applications Centre, Ahmedabad 380 015, India
Gunjan Motwani
Marine Ecosystem Division, Biological and Planetary Sciences and Applications Group, Earth, Ocean, Atmosphere, Planetary Sciences and Applications Area, Space Applications Centre, Ahmedabad 380 015, India
Mini Raman
Marine Ecosystem Division, Biological and Planetary Sciences and Applications Group, Earth, Ocean, Atmosphere, Planetary Sciences and Applications Area, Space Applications Centre, Ahmedabad 380 015, India
Syed Moosa Ali
Marine Ecosystem Division, Biological and Planetary Sciences and Applications Group, Earth, Ocean, Atmosphere, Planetary Sciences and Applications Area, Space Applications Centre, Ahmedabad 380 015, India
Meghal Shah
Department of Botany, University of Gujarat, Ahmedabad 380 009, India
Shard Chander
Marine Ecosystem Division, Biological and Planetary Sciences and Applications Group, Earth, Ocean, Atmosphere, Planetary Sciences and Applications Area, Space Applications Centre, Ahmedabad 380 015, India
Pradipta R. Muduli
Wetland Research and Training Centre, Chilika Development Authority, Department of Forest and Environment, Government of Odisha, Balugaon 752 030, India
R. N. Samal
Wetland Research and Training Centre, Chilika Development Authority, Department of Forest and Environment, Government of Odisha, Balugaon 752 030, India

Abstract


Coloured dissolved and detrital matter (CDM) forms a significant fraction of the total dissolved organic matter (DOM) in water bodies. It absorbs light strongly in the ultraviolet and blue domains of the electromagnetic spectrum. The present study maps CDM absorption of the entire Chilika lagoon, Odisha, India (an optically complex water body) using hyperspectral data of AVIRIS-NG. This study takes advantage of hyperspectral data which use SWIR bands for the estimation of remote sensing reflectance in highly turbid waters of Chilika lagoon (northern sector, which otherwise is masked using standard atmospheric correction schemes). During 24–27 December 2015, we have collected in situ bio-optical data over waters of Chilika lagoon, for studying the distribution of CDM. AVIRIS-NG data have also been acquired synchronous to in situ measurements over the study area. CDM absorption coefficient is retrieved using quasi analytical algorithm and the distribution of CDM is discussed in detail in three different sectors of Chilika lagoon (southern, central, northern) and at the outer channel. The variability of CDM absorption at 412 nm shows that in the north sector of Chilika lagoon, CDM absorption is quite high compared to other sectors (5.5 m–1 with a standard deviation of 0.06 m–1). In the southern sector and at the outer channel it is 1.8 m–1 with a standard deviation of 0.02 m–1 and in the central sector it is 3.76 m–1 with a standard deviation of 0.22 m–1. High CDM in the northern sector is attributed to the inflow of terrestrial organic matter. The advantage of hyperspectral data is that it gives CDM absorption contiguous in the range of 375–425 nm, where the absorption by CDM is strong and away from chlorophyll-a absorption.

Keywords


Dissolved Organic Matter, Hyperspectral Data, Lagoon, Optically Complex Waters.

References





DOI: https://doi.org/10.18520/cs%2Fv116%2Fi7%2F1166-1171