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Articles

An assessment of chlorophyll-a concentration spatio-temporal variation using Landsat satellite data, in a small tropical reservoir

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Pages 1130-1143 | Received 19 Nov 2014, Accepted 11 Feb 2015, Published online: 27 Mar 2015

References

  • Anderson MJ, Gorley RN, Clarke KR. 2008. PERMANOVA+ for PRIMER: guide to software and statistical methods. Plymouth: PRIMER-E.
  • Arenz RF Jr, Lewis WM Jr, Saunders JF III. 1996. Determination of chlorophyll and dissolved organic carbon from reflectance data for Colorado reservoirs. Int J Remote Sens. 17:1547–1565.10.1080/01431169608948723
  • Bélanger S, Ehn JK, Babin M. 2007. Impact of sea ice on the retrieval of water-leaving reflectance, chlorophyll a concentration and inherent optical properties from satellite ocean color data. Remote Sens Environ. 111:51–68.10.1016/j.rse.2007.03.013
  • Beutel MW, Horne AJ, Taylor WD, Losee RF, Whitney RD. 2008. Effects of oxygen and nitrate on nutrient release from profundal sediments of a large, oligo-mesotrophic reservoir, Lake Mathews, California. Lake Reserv Manage. 24:18–29.10.1080/07438140809354047
  • Brivio PA, Giardino C, Zilioli E. 2001. Determination of chlorophyll concentration changes in Lake Garda using an image-based radiative transfer code for Landsat TM images. Int J Remote Sens. 22:487–502.10.1080/014311601450059
  • Carlson RE. 1977. A trophic state index for lakes. Limnol Oceanogr. 22:361–369.10.4319/lo.1977.22.2.0361
  • Carlson RE, Simpson J. 1996. A coordinator’s guide to volunteer lake monitoring methods. Madison (WI): North American Lake Management Society Publications; 96 p.
  • Chander G, Markham BL, Helder DL. 2009. Summary of current radiometric calibration coefficients for Landsat MSS, TM, ETM+, and EO-1 ALI sensors. Remote Sens Environ. 113:893–903.10.1016/j.rse.2009.01.007
  • Chawira M, Dube T, Gumindoga W. 2013. Remote sensing based water quality monitoring in Chivero and Manyame lakes of Zimbabwe. Phys Chem Earth. 66:38–44.10.1016/j.pce.2013.09.003
  • Cowan JLW, Boynton WR. 1996. Sediment-water oxygen and nutrient exchanges along the longitudinal axis of Chesapeake Bay: seasonal patterns, controlling factors and ecological significance. Lake Reserv Manage. 19:562–580.
  • Dall’Olmo G, Gitelson AA, Rundquist DC, Leavitt B, Barrow T, Holz JC. 2005. Assessing the potential of SeaWiFS and MODIS for estimating chlorophyll concentration in turbid productive waters using red and near-infrared bands. Remote Sens Environ. 96:176–187.10.1016/j.rse.2005.02.007
  • Dalu T, Clegg B, Nhiwatiwa T. 2012. Aquatic macrophytes in a tropical African reservoir: diversity, communities and the impact of reservoir-level fluctuations. Trans R Soc S Afr. 67:117–125.10.1080/0035919X.2012.712554
  • Dalu T, Clegg B, Nhiwatiwa T. 2013a. A study of the ichthyofauna of a small tropical reservoir, south-eastern lowveld, Zimbabwe. Afr J Aquat Sci. 38:105–113.10.2989/16085914.2013.768953
  • Dalu T, Clegg B, Nhiwatiwa T. 2013b. Temporal variation of the plankton communities in a small tropical reservoir (Malilangwe, Zimbabwe). Trans R Soc S Afr. 68:85–96.10.1080/0035919X.2013.766280
  • Dalu T, Clegg B, Nhiwatiwa T. 2013c. Application of the Lake Habitat Survey method on the tropical Malilangwe reservoir, south-eastern lowveld, Zimbabwe. Afr J Aquat Sci. 38:21–34.10.2989/16085914.2012.716362
  • Dalu T, Moyo S, Clegg BW, Nhiwatiwa T. 2013. Stratification, diel and seasonal energy transfers of Malilangwe Reservoir in the south-eastern lowveld of Zimbabwe. Lake Reserv Res Manage. 18:285–296.10.1111/(ISSN)1440-1770
  • Dalu T, Tambara EM, Clegg B, Chari LD, Nhiwatiwa T. 2013. Modeling sedimentation rates of Malilangwe reservoir in the south-eastern lowveld of Zimbabwe. Appl Water Sci. 3:133–144.10.1007/s13201-012-0067-9
  • Dalu T, Thackeray Z, Leuci R, Clegg B, Chari LD, Nhiwatiwa T. 2013. First results on bathymetry, stratification and physicochemical limnology of a small tropical African reservoir (Malilangwe, Zimbabwe). Water SA. 39:119–130.
  • Ding XW, Shen ZY, Liu RM, Chen L, Lin M. 2014. Effects of ecological factors and human activities on nonpoint source pollution in the upper reach of the Yangtze River and its management strategies. Hydrol Earth Syst Sci. 11:691–721.10.5194/hessd-11-691-2014
  • Dube T. 2012. Primary productivity of intertidal mudflats in the Wadden Sea: a remote sensing method [ MSc thesis]. Enschede: University Twente-ITC.
  • Dube T, Gumindoga W, Chawira M. 2014. Detection of land cover changes around Lake Mutirikwi, Zimbabwe, based on traditional remote sensing image classification techniques. Afr J Aquat Sci. 39:89–95.10.2989/16085914.2013.870068
  • Dupuis AP, Hann BJ. 2009. Warm spring and summer water temperatures in small eutrophic lakes of the Canadian prairies: potential implications for phytoplankton and zooplankton. J Plankton Res. 31:489–502.10.1093/plankt/fbp001
  • Gitelson A, Garbuzov G, Szilagyi F, Mittenzwey KH, Karnieli A, Kaiser A. 1993. Quantitative remote sensing methods for real-time monitoring of inland waters quality. Int J Remote Sens. 14:1269–1295.10.1080/01431169308953956
  • Gitelson AA, Dall’Olmo G, Moses W, Rundquist DC, Barrow T, Fisher TR, Gurlin D, Holz J. 2008. A simple semi-analytical model for remote estimation of chlorophyll-a in turbid waters: Validation. Remote Sens Environ. 112:3582–3593.10.1016/j.rse.2008.04.015
  • Han L, Rundquist DC. 1997. Comparison of NIR/RED ratio and first derivative of reflectance in estimating algal-chlorophyll concentration: a case study in a turbid reservoir. Remote Sens Environ. 62:253–261.10.1016/S0034-4257(97)00106-5
  • ITT Visual Information Solutions (ITTVIS). 2009. ENVI 47/ IDL version 71 user’s guide. Boulder (CO): ITT Visual Information Solutions.
  • Kaufman YJ, Sendra C. 1988. Algorithm for automatic atmospheric corrections to visible and near-IR satellite imagery. Inter J Remote Sens. 9:1357–1381.10.1080/01431168808954942
  • Kaufmann YJ, Wald AE, Remer LA, Gao BC, Li RR, Flynn L. 1997. The MODIS 2.1-mm channel-correlation with visible reflectance for use in remote sensing of aerosol. IEEE Trans Geosci Remote Sens. 35:1286–1298.10.1109/36.628795
  • Lind OT, Doyle R, Vodopich DS, Trotter BG, Limón JG, Dávalos-Lind L. 1992. Clay turbidity: regulation of phytoplankton production in a large, nutrient-rich tropical lake. Limnol Oceanogr. 37:549–565.10.4319/lo.1992.37.3.0549
  • Matthews MW, Bernard S, Winter K. 2010. Remote sensing of cyanobacteria-dominant algal blooms and water quality parameters in Zeekoevlei, a small hypertrophic lake, using MERIS. Remote Sens Environ. 114:2070–2087.10.1016/j.rse.2010.04.013
  • Matthews MW, Bernard S, Robertson L. 2012. An algorithm for detecting trophic status (chlorophyll-a), cyanobacterial-dominance, surface scums and floating vegetation in inland and coastal waters. Remote Sens Environ. 124:637–652.10.1016/j.rse.2012.05.032
  • Maul GA. 1985. Introduction to satellite oceanography. Dordrecht: Martinus Nijhoff.10.1007/978-94-009-5061-0
  • McArdle BH, Anderson MJ. 2001. Fitting multivariate models to community data: a comment on distance-based redundancy analysis. Ecology. 82:290–297.10.1890/0012-9658(2001)082[0290:FMMTCD]2.0.CO;2
  • Michaud JP. 1991. A citizen’s guide to understanding and monitoring lakes and streams. Publication number 94–149. Olympia (WA): Washington State Department of Ecology, Publications Office. (360) pp. 407–7472.
  • Mille RL, McKee BA. 2014. Using MODIS Terra 250 m imagery to map concentrations of total suspended matter in coastal waters. Remote Sens Environ. 93:259–266.
  • Ndungu J, Monger BC, Augustijn DCM, Hulscher SJMH, Kitaka N, Mathooko JM. 2013. Evaluation of spatio-temporal variations in chlorophyll-a in Lake Naivasha, Kenya: remote-sensing approach. Inter J Remote Sens. 34:8142–8155.10.1080/01431161.2013.833359
  • Salama MS, Dekker A, Su Z, Mannaerts CM, Verhoef W. 2009. Deriving inherent optical properties and associated inversion-uncertainties in the Dutch Lakes. Hydrol Earth Syst Sci. 13:1113–1121.10.5194/hess-13-1113-2009
  • SPSS. 2007. SPSS Release 16.0.0 for Windows. Polar Engineering and Consulting. Chicago (IL): SPSS Inc.
  • Thiemann S, Kaufmann H. 2002. Lake water quality monitoring using hyperspectral airborne data: a semi-empirical multisensor and multitemporal approach for the Mecklenburg Lake District, Germany. Germany Remote Sens Environ. 81:228–237.10.1016/S0034-4257(01)00345-5
  • Trishchenko AP, Hwang B, Li Z. 2002. Atmospheric correction of satellite signal in solar domain: impact of improved molecular spectroscopy. The 12th ARM Science Team Meeting Proceedings. St. Petersburg (FL).

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