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Original Articles

Estimation of Trophic State Index of Chilika Lake using Landsat-8 OLI and LISS-III satellite data

ORCID Icon, &
Pages 759-780 | Received 25 Apr 2018, Accepted 21 Sep 2018, Published online: 03 Jan 2019

References

  • Adrian R, O'Reilly CM, Zagarese H, Baines SB, Hessen DO, Keller W, Livingstone DM, Sommaruga R, Straile D, Van Donk E, et al. 2009. Lakes as sentinels of climate change. Limnol Oceanogr. 54(6):2283–2297.
  • Allan MG, Hicks BJ, Brabyn L. 2007. Remote sensing of water quality in the rotorua lakes. CBER contract report 51, 1–27, Hamilton, New Zealand: The University of WAIKATO.
  • Andrew ME, Wulder MA, Nelson TA. 2014. Potential contributions of remote sensing to ecosystem service assessments. Prog Phys Geogr. 38(3):328–353.
  • Barik SK, Bramha SN, Mohanty AK, Bastia TK, Behera D, Rath P. 2016. Sequential extraction of different forms of phosphorus in the surface sediments of Chilika Lake. Arabian J Geosci. 9(135):1–12.
  • Barnes BB, Hu C, Kovach C, Silverstein RN. 2015. Sediment plumes induced by the Port of Miami dredging: Analysis and interpretation using Landsat and MODIS data. Remote Sens Environ. 170:328–339.
  • Bio A, Couto A, Costa R, Prestes A, Vieira N, Valente A. 2008. Effects of fish removal in the Furnas Lake, Azores. Arquipélago. Life Mar Sci. 25:77–87.
  • Birk S, Bonne W, Borja A, Brucet S, Courrat A, Poikane S, Solimini A, van de Bund W, Zampoukas N, Hering D. 2012. Three hundred ways to assess Europe’s surface waters: an almost complete overview of biological methods to implement the Water Framework Directive. Ecol Indic. 18:31–41.
  • Birk S, Ecke F. 2014. The potential of remote sensing in ecological status assessment of coloured lakes using aquatic plants. Ecol. Indic. 46:398–406.
  • Bramha S, Panda UC, Bhatt K, Sahu BK. 2008. Spatial variation in hydrological characteristics of Chilika - A coastal lagoon of India. Ind J Sci Technol. 1:1–7.
  • Brezonik P, Menken KD, Marvin B. 2005. Landsat based remote sensing of lake water quality characteristics, including chlorophyll and Colored Dissolved Organic Matter (CDOM). Lake Reserv Manage. 21(4):373–382.
  • Brönmark C, Hansson LA. 2002. Environmental issues in lakes and ponds: current state and perspectives. Environ Conserv. 29:290–307.
  • Carlson RE. 1977. A trophic state index for lakes. Limnol Oceanogr. 22(2):361–369.
  • CDA 2012. Chilika: An Integrated Management Planning Framework for Conservation and Wise Use. Wetland International-South Asia and Chilika Development Authority. 1–161.
  • Chapman D, Kimstach V. 1996. Water quality assessments - A Guide to use of Biota, Sediments and Water in Environmental Monitoring. UNESCO/WHO/UNEP. 1–651, Cambridge: Cambridge University Press.
  • Chen Q, Zhang Y, Ekroos A, Hallikainen M. 2004. The role of remote sensing technology in the EU water framework directive (WFD). Environ Sci Policy. 7(4):267–276.
  • Concha JA, Schott JR. 2016. Retrieval of color producing agents in Case 2 waters using Landsat 8. Remote Sens Environ. 185:95–107.
  • Danbara TT. 2014. Deriving water quality indicators of Lake Tana, Ethiopia from Landsat-8 [M.Sc. thesis]. University of Twente.
  • de Araujo Barbosa CC, Atkinson PM, Dearing JA. 2015. Remote sensing of ecosystem services: A systematic review. Ecol Indic. 52:430–443.
  • Divakaran O, Arunanchalam M, Nair NB, Alasubramanian NK. 1982. Seasonal variation of zooplankton of the Asthamudi Lake, southwest coast of India. Mahasagar - Bulletien. National Institute of Oceanography. 15:43–50.
  • Drusch M, Del Bello U, Carlier S, Colin O, Fernandez V, Gascon F, Hoersch B, Isola C, Laberinti P, Martimort P, et al. 2012. Sentinel-2: ESA’s Optical High-Resolution Mission for GMES Operational Services. Remote Sens Environ. 120:25–36.
  • Dudgeon D, Arthington AH, Gessner MO, Kawabata ZI, Knowler DJ, Lévêque C, Naiman RJ, Prieur-Richard AH, Soto D, Stiassny MLJ, et al. 2006. Freshwater biodiversity: importance, threats, status and conservation challenges. Biol Rev. 81(02):163–182.
  • Fisher TR, Peele ER, Peele JW, Ammerman JW, Jr., Harding LW. 1992. Nutrient limitation of phytoplankton in Chesapeake Bay. Mar Ecol Prog Ser. 82:51–63.
  • Fuller LM, Minnerick RJ. 2007. Predicting water quality by relating secchi disk transparency and chlorophyll-a measurement to Landsat satellite imagery for Michigan Inland Lakes 2001-2006, Fact sheet 2007-3022, U.S. Geological Survey, Science for Changing World.
  • Ganguly D, Patra S, Muduli PR, Vardhan KV, Abhilash KR, Robin RS, Subramanian BR. 2015. Influence of nutrient input on the trophic state of a tropical brackish water lagoon. J Earth Syst Sci. 124(5):1005–1017.
  • Gray WB, Shimshack JP. 2011. The effectiveness of environmental monitoring and enforcement: a review of the empirical evidence. Rev Environ Econ Policy. 5(1):3–24.
  • Gupta GVM, Sarma VVSS, Robin RS, Raman AV, Jai Kumar M, Rakesh M, Subramanian BR. 2008. Influence of net ecosystem metabolism in transferring riverine organic carbon to atmospheric CO2 in a tropical coastal lagoon (Chilika lagoon, India). Biogeochemistry. 87(3):265–285.
  • Hestir EL, Brando VE, Bresciani M, Giardino C, Matta E, Villa P, Dekker AG. 2015. Measuring freshwater aquatic ecosystems: the need for a hyperspectral global mapping satellite mission. Remote Sens Environ. 167:181–195.
  • Jeong KS, Kim DK, Pattnaik AK, Bhatta KS, Bhandari B, Joo GJ. 2008. Patterning limnological characteristics of the Chilika lagoon (India) using a self-organizing map. Limnology. 9(3):231–242.
  • Ke-Sheng C, Tsu-Chiang L, Hui-Chung Y. 1998. Reservoir water quality monitoring using Landsat TM images and indicator Krigging. www.geospatialworld.net/article/reservoir-water-quality-monitoring-using-landsat-tm-images-and-indicator-kriging/.
  • Khorram S, Cheshire MH. 1985. Remote sensing of water quality in the Neuse river estuary, North Carolina. Photogram Eng Remote Sens. 51:329–341.
  • Knight JF, Voth ML. 2012. Application of MODIS imagery for intra-annual water clarity assessment of minnesota lakes. Remote Sens. 4(7):2181–2198.
  • Kumar A, Equeenuddin SM, Mishra DR, Acharya BC. 2016. Remote monitoring of sediment dynamics in a coastal lagoon: Long-term spatiotemporal variability of suspended sediment in Chilika. Estuarine Coast Shelf Sci. 170:155–172.
  • Landsat 8. (n.d). Retrieved September 30, 2015, from https://landsat.usgs.gov/using-usgs-landsat-8-product.
  • Lathrop RG. 1992. Landsat thematic mapper monitoring of turbid inland water quality. Photogrammetr Eng Remote Sens. 58:465–470.
  • Lee Z, Shang S, Qi L, Yan J, Lin G. 2016. A semi-analytical scheme to estimate Secchi-disk depth from Landsat-8 measurements. Remote Sens Environ. 177:101–106.
  • Mahapatro RT, Padhy SN. 2001. Nutrient and physiochemical characterization of Rishukulya estuary during pre-monsoon. J Environ Pollut. 8:61–65.
  • Manivasakam N. 2005. Physico-chemical examination of water sewage and industrial effluents. Physico-chemical examination of water sewage and industrial effluents. Ed. 5.
  • Melin F, Zibordi G, Djavidnia S. 2007. Development and validation of a technique for merging satellite derived aerosol optical depth from Sea-WiFS and MODIS. Remote Sens Environ. 108(4):436–450.
  • Mishra AK, Garg N. 2011. Analysis of Trophic State Index of Nainital Lake from Landsat-7 ETM data. J Indian Soc Remote Sens. 39(4):463–471.
  • Mohanty PK, Pal SR. 2001. IRS data utilisation for estimation of turbidity level in Chilika lagoon, east coast of India. In: Proceedings of 22nd Asian Conference on Remote Sensing, 5–9 November 2001, Singapore.
  • Mohanty PK, Panda BUS. 2009. Circulation and mixing processes in Chilika lagoon. Ind J Mar Sci. 38:205–214.
  • Mohanty RK, Mohanty SK. 2002. Factors affecting fishes and shellfish biodiversity in Chilika Lagoon. Fish Chim. 22:42–43.
  • Muduli PR, Kanuri VV, Robin RS, Charan BK, Patra S, Raman AV, Rao GN, Subramanian BR. 2013. Distribution of dissolved inorganic carbon and net ecosystem production in a tropical brackish water lagoon, India. Cont Shelf Res. 64:75–87.
  • Muduli PR, Kanuri VV, Robin RS, Kumar BC, Patra S, Raman AV, Rao GN, Subramanian BR. 2012. Spatio temporal variation of CO2 emission from Chilika Lake, a trophical coastal lagoon, on the east coast of India. Estuarine Coastal Shelf Sci. 113:305–313.
  • Nayak BK, Acharya BC, Panda UC, Nayak BB, Acharya SK. 2004. Variation of water quality in Chilika Lake, Orissa. Indian J Mar Sci. 33:164–169.
  • Nayak L, Behera DP. 2004. Seasonal variation of some physiochemical parameters of the Chilika Lagoon (east coast of India) after opening the new mouth, near Sipakuda. Indian J Mar Sci. 33:206–208.
  • Nelson SAC, Soranno PA, Cheruvelil KS, Batzli SA, Skole DL. 2003. Regional assessment of lake water clarity using satellite remote sensing. J Limnol. 62(1s):27–32.
  • Olmanson LG, Bauer ME, Brezonik PL. 2002. Use of Landsat imagery to develop a water quality atlas of Minnesots's 10,000 lakes. Proceedings of FIEOS, Conferences/Land Satellite Information IV/ISPRS Commission I. Washington, D.C.
  • Olmanson LG, Bauer ME, Brezonik PL. 2008. A 20-year Landsat water clarity census of Minnesota's 10,000 lakes. Remote Sens Environ. 112(11):4086–4097.
  • Olmanson LG, Brezonik PL, Finlay JC, Bauer ME. 2016. Comparison of Landsat 8 and Landsat 7 for regional measurements of CDOM and water clarity in lakes. Remote Sens Environ. 185:119–128.
  • Pahlevan N, Lee Z, Wei J, Schaaf CB, Schott JR, Berk A. 2014. On-orbit radio-metric characterization of OLI (Landsat-8) for applications in aquatic remote sensing. Remote Sens Environ. 154:272–284.
  • Pal SR, Mohanty PK. 2002. Use of IRS 1B data for change detection in water quality and vegetation of Chilika lagoon, east coast of India. Int J Remote Sens. 23(6):1027–1042.
  • Palmer SC, Kutser T, Hunter PD. 2015. Remote sensing of inland waters: chal-lenges, progress and future directions. Remote Sens Environ. 157:1–8.
  • Panda D, Tripathy SK, Pattanaik DK, Choudhury SB, Goud R, Panigrahy RC. 1989. Distribution of Nutrients in Chilika Lagoon, East coast of India. Indian J Mar Sci. 18:286–288.
  • Panda US, Mohanty PK, Pal SR, Mohapatra GN, Mishra P, Jayaraman G. 2008. Mapping lagoonal features and their variability: field observations and remote sensing implications. In: Mohanty PK, editor. Monitoring and modelling of coastal environments. Netherlands: Springer Dordrecht; p. 198–225.
  • Panigrahi S, Acharya BC, Panigrahy RC, Nayak BK, Banarjee K, Sarkar SK. 2007. Anthropogenic impact on water quality of Chilika lagoon RAMSAR site: A statistical approach. Wetlands Ecol Manage. 15(2):113–126.
  • Panigrahi S. 2006. Seasonal variability of phytoplankton productivity and related physicochemical parameters in Chilika Lake and its adjoining sea [Ph.D. thesis]. Berhampur University, Odisha, India.
  • Patra AP, Patra JK, Mohapatra NK, Das S, Swain GC. 2010. Seasonal variation of physiochemical parameters of Chilika Lake after open of new sea mouth near Gabakund, Orissa, India. World J Fish Mar Sci. 2:109–117.
  • Pattanaik S. 2007. Conservation of environment and protection of marginalized fishing communities of Lake Chilika Lake in Orissa, India. J Hum Ecol. 22(4):291–302.
  • Paukert CP, Willis DW. 2003. Population characteristics and ecological role of Northern Pike in shallow natural lakes in Nebraska. North Am J Fish Manage. 23(1):313–322.
  • Ramanadham R, Reddy MP, Murty AVS. 1964. Limnology of the Chilika Lake. J Marine Biol Assoc India. 6:183–201.
  • Ramesh R. 2000. No Impact Zone Studies in Critical Habitats: Pulicat Lake Ecosystem. Annual report submitted to ICMAM-PD. Department of Ocean Development, Anna University, Chennai, India.
  • Rast W. 2009. Lakes: Freshwater store houses and mirrors of human activities. Briefing Note. Perugia, Italy: World Water Assessment Programme.
  • Rath J, Adhikary SP. 2004. Effect of alkali treatment on the yield and quality of agar from red alga Gracilaria verrucose (Rhodophyta, Gracilariales) occurring at different salinity gradient of Chilika lake. Indian J Mar Sci. 33:202–205.
  • Reyjol Y, Argillier C, Bonne W, Borja A, Buijse AD, Cardoso AC, Daufresne M, Kernan M, Ferreira MT, Poikane S, et al. 2014. Assessing the eco-logical status in the context of the European Water Framework Directive: where do we go now?. Sci Total Environ. 497–498:332–344.
  • Robin RS, Kanuri VV, Muduli RR, Ganguly D, Patra S, Hariharan G, Subramanian BR. 2016. CO2 saturation and trophic shift induced by microbial metabolic processes in a river-dominated ocean margin (tropical shallow lagoon, Chilika, India). Geomicrobiol J. 33(6):513–529.
  • Robinove CJ. 1982. Computation with physical values from Landsat digital data. Photogrammetr Eng Remote Sens. 48:781–784.
  • Satpathy KK, Sahu G, Mohanty AK, Prasad MVR, Panigrahy RC. 2009. Phytoplankton community structure and its variability during southwest to northeast monsoon transition in the coastal waters of Kalpakkam, east coast of India. Int J Oceans Oceanogr. 3:43–74.
  • Schaeffer BA, Schaeffer KG, Keith DJ, Lunetta RS, Conmy R, Gould RW. 2013. Barriers to adopting satellite remote sensing for water quality management. Int J Remote Sens. 34(21):7534–7544.
  • Sharma A, Ranga MM, Sharma PC. 2010. Water quality status of historical Gundolav Lake at Kishangarh as a primary data for sustainable management. South Asian J. Tour Herit. 3:149–158.
  • Sheela AM, Letha J, Joseph S, Ramachandran KK, Sanalkumar SP. 2011. Trophic state index of a lake system using IRS (P6-LISS III) satellite imagery. Environ Monit Assess. 177(1-4):575–592.
  • Siddiqui SZ, Rao KVR. 1995. Limnology of Chilika Lake. In: Director of Zoological Survey of India, Vol. 1, Calcutta, India: Fauna of Chilika Lake, Wetland Ecosystem Series; p. 11–136.
  • Somvanshi S, Kunwar P, Singh NB, Shukla SP, Pathak V. 2012. Integrated remote sensing and GIS approach for water quality analysis of Gomti river, Uttar Pradesh. Int J Environ Sci. 3:62–74.
  • Suba Rao MV, Rao BMG, Rao BR, Nanda NK. 1981. Hydrological studies of the brackish water Chilika lagoon. Orissa. J Environ Biol. 2:59–62.
  • Toming K, Kutser T, Laas A, Sepp M, Paavel B, Nõges T. 2016. First experiences in mapping lake water quality parameters with Sentinel-2 MSI Imagery. Remote Sens. 8(8):640.
  • Trisakti B, Suwargana N, Parsa IM. 2017. Water clarity mapping in Kerinci and Tondano lake waters using Landsat 8 data. IJReSES. 12(2):117–124.
  • US EPA. 1983. Chesapeake Bay: A framework for action. U.S. Environmental Protection Agency, Annapolis, Maryland.
  • van Puijenbroek P, Evers C, van Gaalen FW. 2015. Evaluation of Water Framework Directive metrics to analyse trends in water quality in the Netherlands. SustainWater Qual Ecol. 6:40–47.
  • Walshe T, MacNeil A, Archer A, Sweatman H, Lawrey E, Bay L, Addison P, Anthony K. 2014. Integrated Monitoring, Modelling and Management of the Great Barrier Reef World Heritage Area – Demonstration Case for the Mackay Region, Final Report to the Department of the Environment December 2014. Townsville, Australia: Australian Institute of Marine Science.
  • Wang D, Kageyama Y, Nishida M, Shirai H, Kasai C. 2014. Water quality analysis of Lake Hachiroko, Japan, using ALOS PALSAR Data. Int J Soc Mater Eng Resour. 20(2):175–180.
  • Wilkie DS, Finn JT. 1996. Remote sensing imagery for natural resources monitoring: A guide for first-time users. New York: Columbia University Press. 2:213–220.
  • Williamson CE, Saros JE, Vincent WF, Smol JP. 2009. Lakes and reservoirs as sentinels, integrators, and regulators of climate change. Limnol Oceanog. 54(6):2273–2282.
  • Wu G, Cui L, Liu L, Chen F, Fei T, Liu Y. 2015. Statistical model development and estimation of suspended particulate matter concentrations with Landsat 8 OLI images of Dongting Lake, China. Int J Remote Sens. 36(1):343–360.
  • Wu M, Zhang W, Wang X, Luo D. 2009. Application of MODIS satellite data in monitoring water quality parameters of Chaohu Lake in China. Environ Monit Assess. 148(1–4):255–264.
  • Zhang Y, Pulliainen J, Koponen S, Hallikainen M. 2003. Empirical algorithms for secchi disk depth using optical and microwave remote sensing data from the Gulf of Finland and the Archipelago Sea. Boreal Environ Res. 8:251–261.

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