Abstract
Estimates of light availability in the water column require accurate quantification at different depths of the diffuse attenuation coefficient (K d). This study examines spatial and seasonal variability of K d derived variables [euphotic zone depth (Z eu), attenuation depth (Z att)], their relationship with optically active constituents (OACs), and their impact on the underwater light field at Ibitinga Reservoir (São Paulo, Brazil). Radiometric data were acquired using profiling spectroradiometers operating from 320 to 950 nm in four campaigns (February–July 2014) concurrently with OAC water samplings. Minimum and maximum values of K dPAR were, respectively, 0.99 and 3.45 m−1 for average ranges of OACs varying from 14.4 to 16.2 mg/l for dissolved total carbon, 11.5–100.5 μg/l for chlorophyll-a, 1.8–14.5 mg/l for total suspended solid, and from 0.73 to 1.71 m−1 for absorption coefficient of colored dissolved organic matter (CDOM) in 440 nm (a CDOM440). CDOM removed blue wavelengths in the first meter of the water column throughout seasons, while green wavelengths were predominant with increasing depth. Furthermore, this study demonstrated that K d variability is mainly influenced by the presence of phytoplankton and CDOM in the reservoir, and reveals that the seasonal variability of K d was much larger than spatial variability.
Similar content being viewed by others
References
APHA, 1985. Standard Methods for the Examination of Water and Wastewater. Byrd Prepress Springfield, Washington, DC.
Babin, M., A. Morel, V. Fournier-Sicre, F. Fell & D. Stramski, 2003. Light scattering properties of marine particles in coastal and open ocean waters as related to the particle mass concentration. Limnology and Oceanography 48(2): 843–859.
Baker, K. S. & R. C. Smith, 1979. Quasi-inherent characteristics of the diffuse attenuation coefficient for irradiance. Ocean Optics VI 208: 60–63.
Barbosa, C. C. F., R. M. P. Ferreira, C. Araujo & E. M. L. M Novo, 2014. Bio-optical characterization of two brazilian hydroelectric reservoirs as support to understand the carbon budget in hydroelectric reservoirs. In: Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International, Quebec, Canada: 898-901.
Barbosa, C. C. F., E. M. L. M. Novo, R. M. P. Ferreira, L. A. S. Carvalho, C. T. Cairo, F. Lopes, J. L. Stech & E. Alcantara, 2015. Brazilian inland water bio-optical dataset to support carbon budget studies in reservoirs as well as anthropogenic impacts in Amazon floodplain lakes: preliminary results. ISPRS: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XL-7/W3: 1439–1446.
Bergamino, N., S. Horion, S. Stenuite, Y. Cornet, S. Loiselle, P. D. Plisnier & J. P. Descy, 2010. Spatio-temporal dynamics of phytoplankton and primary production in Lake Tanganyika using a MODIS based bio-optical time series. Remote Sensing of Environment 114(4): 772–780.
Bricaud, A., A. Morel, M. Babin, K. Allali & H. Claustre, 1998. Variations of light absorption by suspended particles with chlorophyll a concentration in oceanic (case 1) waters: analysis and implications for bio-optical models. Journal of Geophysical Research 103(C13): 31033–31044.
Calijuri, M. C., 1999. The phytoplankton community in a tropical reservoir (Barra Bonita, SP). Free-docency Thesis, School of Engineering at São Carlos, University of São Paulo, São Carlos.
Calijuri, M. C., A. C. A. Dos Santos & S. Jati, 2002. Temporal changes in the phytoplankton community structure in a tropical and eutrophic reservoir (Barra Bonita, S.P., Brazil). Journal of Plankton Research 34(7): 617–634.
CBH-TJ-Tietê-Jacaré Hydrographic Basin Committee, 2013. Situation Report of Water Resources 2013 – Base Year 2012. UGRHI 13: Tietê-Jacaré Hydrographic Basin, Araraquara [available on internet at http://www.sigrh.sp.gov.br/public/uploads/documents/7476/relatorio-de-situacao-2013-cbh-tj.pdf].
Cooke, G. D., E. B. Welch, S. A. Peterson & S. A. Nichols, 2005. Restoration and Management of Lakes and Reservoirs, 3rd ed. CRC Press, New York.
Costa, M. P. F., E. M. L. M. Novo & K. H. Telmer, 2013. Spatial and temporal variability of light attenuation in Lange Rivers of the Amazon. Hydrobiologia 702: 171–190.
D’Sa, E. J. & R. L. Miller, 2003. Bio-optical properties in waters influenced by the Mississippi River during low flow conditions. Remote Sensing of Environment 84: 538–549.
Dandonneau, Y. & L. Lemasson, 1987. Water-column chlorophyll in an oligotrophic environment: correction for the sampling depths and variations of the vertical structure of density, and observation of a growth period. Journal of Plankton Research 9(1): 215–234.
Deblois, C. P., A. Marchand & P. Juneau, 2013. Comparison of photoacclimation in twelve freshwater photoautotrophs (Chlorophyte, Bacillaryophyte, Cryptophyte and Cyabophyte) isolated from a natural community. PLoS One 8(3): e57139.
Ferreira, R. M. P., 2014. Optical and dissolved organic carbon characterization in Três Marias/MG reservoir. MSc Thesis (MSc in Remote Sensing), Brazilian Institute for Space Research, São José dos Campos.
Filoso, S., L. A. Martinelli, M. R. Williams, L. B. Lara, A. Krusche, M. V. Ballester & P. B. de Camargo, 2003. Land use and nitrogen export in the Piracicaba River Basin, Southeast Brazil. Biogeochemistry 65(3): 275–294.
Gallegos, C. L., P. J. Werdell & C. R. McClain, 2011. Long-term changes in light scattering in Chesapeake Bay inferred from Secchi depth, light attenuation, and remote sensing measurements. Journal of Geophysical Research 11: 1–19.
Gege, P., 2012. Analytic model of the direct and diffuse components of downwelling spectra irradiance in water. Applied Optics 51(9): 1407–1419.
Gordon, H. R. & A. Y. Morel, 1983. Remote Assessment of Ocean Color for Interpretation of Satellite Visible Imagery: A Review. Springer, New York.
Guimarães, C., P. R. Leopoldo, J. A. Cruz & S. C. Fontana, 1998. Aspectos limnológicos do reservatório de Ibitinga – SP. Revista Barsileira de Recursos Hídricos 3(1): 89–103.
IPT-Institute for Technological Research, 1981. Geomorphological map of São Paulo State. Monografias (5) [available on internet at http://confins.revues.org/docannexe/image/6168/img-15.jpg].
Jordan, T. E., D. L. Correll & D. E. Weller, 1997. Relating nutrient discharges from watersheds to land use and streamflow variability. Water Resources Research 33(11): 2579–2590.
Kauer, T., H. Arst & L. Tuvikene, 2010. Underwater light field and spectral distribution of attenuation depth in inland and coastal waters. Oceanologia 52(2): 155–170.
Kirk, J. T. O., 1976. Yellow substance (gelbstoff) and its contribution to the attenuation of photosynthetically active radiation in some inland and coastal southeastern Australian waters. Australian Journal of Marine and Freshwater Research 27(1): 61–71.
Kirk, J. T. O., 2011. Light and Photosynthesis in Aquatic Ecosystems, 3rd ed. Cambridge University Press, New York.
Kloiber, S. M., P. L. Brezonik, L. G. Olmanson & M. E. Bauer, 2002. A procedure for regional lake water clarity assessment using Landsat multispectral data. Remote Sensing of Environment 82(1): 38–47.
Kutser, T., D. Pierson, L. Tranvik, A. Reinart, S. Sobek & K. Kallio, 2005. Using satellite remote sensing to estimate the colored dissolved organic matter absorption coefficient in lakes using satellite remote sensing. Ecosystems 8: 709–720.
Le, C., C. Hu, D. English, J. Cannizzaro, Z. Chen, C. Kovach, C. J. Anastasiou, J. Zhao & K. Carder, 2013. Inherent and apparent optical properties of the complex estuarine waters of Tampa Bay: What controls light? Estuarine, Coastal and Shelf Science 117: 54–69.
Lewis, M. R., M. Carr, G. Feldman, W. Esaias & C. McMclain, 1990. Influence of penetrating solar radiation on the heat budget of the equatorial Pacific Ocean. Nature 347: 543–545.
Lima, I. B. T., 2005. Biogeochemical distinction of methane releases from two Amazon hydroreservoirs. Chemosphere 59(11): 1697–1702.
Londe, L. R., 2008. Phytoplankton spectral behaviour in a Brazilian eutrophic reservoir – Ibitinga (SP). PhD Thesis (PhD in Remote Sensing), Brazilian Institute for Space Research, São José dos Campos.
Lund-Hansen, L. C., 2004. Diffuse attenuation coefficients Kd(PAR) at the estuarine North Sea–Baltic Sea transition: time-series, partitioning, absorption, and scattering. Estuarine, Coastal and Shelf Science 61: 251–259.
Luzia, A. P., 2009. Organizational structure of phytoplankton in lotic and lentic systems of the Tietê/Jacaré basin (UGRHI-Tietê-Jacare) in relation to water quality and trophic state. PhD Thesis (PhD in Biological Sciences), Postgraduate Program in Ecology and Natural Resources, University of São Paulo, São Carlos.
MacIntyre, H. L., T. M. Kana, T. Anning & R. J. Geider, 2002. Review: photoacclimation of photosynthesis irradiance response curves and photosynthetic pigments in microalgae and cyanobacteria. Journal of Phycology 38: 17–38.
Maiolini, B., L. Silveri & V. Lencioni, 2007. Hydroelectric power generation and disruption of the natural stream flow: effects on the zoobenthic community. Studi Trentini di Scienze Naturali, Acta Biologia 83: 21–26.
Margalef, R., 1975. Typology of reservoirs. Verhandlungen Internationale Vereinigung Limnologie 19: 1841–1848.
Martinelli, L. A. & S. Filoso, 2008. Expansion of sugarcane ethanol production in Brazil: environmental and social challenges. Ecological Applications 18(4): 885–898.
Miranda, M. J., H. S. Pinto, J. Z. Júnior, R. M. Fagundes, D. B. Fonsechi, L. Calve & G. Q. Pellegrino, 2014. Climate of the Municipalities of São Paulo State – The Köppen Climate Classification for the São Paulo State. Centre of Meteorological and Climate Research Applied to Agriculture (CEPAGRI). UNICAMP Meteorology [available on internet at http://www.cpa.unicamp.br/outras-informacoes/clima-dos-municipios-paulistas.html].
Mishra, D. R., S. Narumalani, D. Rundquist & M. Lawson, 2005. Characterizing the vertical diffuse attenuation coefficient for downwelling irradiance in coastal waters: implications for water penetration by high resolution satellite data. ISPRS Journal of Photogrammetry and Remote Sensing 60: 48–64.
Mobley, C. D., 1994. Light and Water: Radiative Transfer in Natural Waters. Academic, San Diego.
Mobley, C. D., 1999. Estimation of the remote-sensing reflectance from above-surface measurements. Applied Optics 38(36): 7442–7455.
Mueller, J. L., 2000. In-water radiometric profile measurements and data analysis protocols. In Fargion, G. S. & J. L. Mueller (eds), Ocean Optics Protocols for Satellite Ocean Color Sensor Validation, Revision 2, NASA/TM-2000-209966. Goddard Space Flight Center, Greenbelt: 87–97.
Novelli, A. S., 1996. Diagnosis of surface water resources of the hydrographic basin of Jacaré-Guaçu River. MSc Thesis (MSc in Environmental Engineering Science), School of Engineering at São Carlos, University of São Paulo, São Carlos.
Novo, E. M. L. M., L. R. Londe, C. Barbosa, C. A. S. Araujo & C. D. Rennó, 2013. Proposal for a remote sensing trophic state index based upon Thematic Mapper/Landsat images. Revista Ambiente and Água 8(3): 65–82.
Nush, E. A., 1980. Comparison of different methods for chlorophyll and phaeopigment determination. Archiv für Hydrobiologie 14: 14–39.
Ohlmann, J. C., D. Siegel & C. Gautier, 1996. Ocean mixed layer radiant heating and solar penetration: a global analysis. Journal of Climate 9: 2265–2280.
Peixoto, C. A. B., 2010. Geodiversity of São Paulo State. Geology Program of Brazil, Levantamento Survey of Geodiversity. Ministry of Mines and Energy of Brazil Department of Geology, Mining and Mineral Processing, CPRM, São Paulo [available on internet at <http://www.cprm.gov.br/publique/media/Geodiversidade_SP.pdf].
Pereira, P. S., B. V. Veiga & M. Dziedzic, 2010. Evaluation of phosphorus and nitrogen influence on eutrophication process of large reservoirs. Case study: Foz do Areia Hydroelectric Power Station. MSc Thesis, Positivo University, Curitiba.
Reynolds, C. S., 2006. Ecology of phytoplankton. Cambridge University Press, Cambridge.
Richardson, K., J. Beardall & J. A. Raven, 1983. Adaptation of unicellular algae to irradiance: an analysis of strategies. New Phytologist 93: 157–191.
Ross, J. L. S. & I. C. Moroz, 1996. Mapa geomorfológico do estado de São Paulo. Revista do Departamento de Geografia da FFLCH/USP 10: 41–59.
Ruban, V. & D. Demare, 1998. Sediment phosphorus and internal phosphate flux in the hydroelectric reservoir of Bort-les-Orgues, France. In Amiard, J.C., B. Le Rouzic, B. Berthet & G. Bertru (eds), Oceans, Rivers and Lakes: Energy and Substance Transfers at Interfaces. Kluwer Academic Publishers, Netherlands: 349–359.
Rudorff, B. F. T., D. A. Aguiar, W. F. Silva, L. M. Sugawara, M. Adami & M. A. Moreira, 2010. Studies on the rapid expansion of sugarcane for ethanol production in São Paulo State (Brazil) using Landsat data. Remote Sensing 2(4): 1057–1076.
Sarangi, R. K., P. Chauhan & S. R. Nayak, 2002. Vertical diffuse attenuation coefficient (Kd) based optical classification of IRS-P3 MOS-B satellite ocean colour data. Proceedings of the Indian Academy of Sciences (Earth and Planetary Sciences) 111(3): 237–245.
Sathyendranath, S., T. Platt, C. M. Caverhill, R. Warnock & M. Lewis, 1989. Remote sensing of oceanic primary production: computations using a spectral model. Deep-Sea Research 36(3): 431–453.
SIGRH-Integrated System of Water Resources Management of São Paulo State, 2014. Committee of Jacaré-Pepira Hydrographic Basin – Presentation [available on internet at [http://www.sigrh.sp.gov.br/cbhtj/apresentacao].
Smith, R. C. & K. S. Baker, 1978. The bio-optical state of ocean waters and remote sensing. Limnology and Oceanography 23(2): 247–259.
Son, S. & M. Wang, 2015. Diffuse attenuation coefficient of the photosynthetically available radiation Kd(PAR) for global open ocean and coastal waters. Remote Sensing of Environment 159: 250–258.
Song, K. S., D. W. Liu, L. Li, Z. M. Wang, Y. D. Wang & G. J. Jiang, 2010. Spectral absorption properties of colored dissolved organic matter (CDOM) and total suspended matter (TSM) of inland waters. Proceedings of the International Society for Optical Engineering 7811: 78110B.
Stech, J. L., I. B. T. Lima, E. M. L. M. Novo, A. T. Assireu, J. A. Lorenzzetti, J. C. Carvalho & R. R. Rosa, 2006. Telemetric monitoring system for meteorological and limnological data acquisition. Verhandlungen International en Verein Limnologie 29: 747–1750.
Streher, A. S., 2013. Occurrence and removal of sunglint effects in hyperspectral and high spatial resolution images from the SpecTIR sensor. MSc Thesis (MSc in Remote Sensing), Brazilian Institute for Space Research, São José dos Campos.
Tilstone, G. H., G. F. Moore, K. Sorensen, R. Doerffer, R. Rottgers, K. Ruddick, R. Pasterkamp & P. V. Jorgensen, 2002. REVAMP Protocols. European Space Agency [available on internet at http://www.brockmann-consult.de/revamp/pdfs/REVAMP_Protocols.pdf].
Tundisi, J. G. & T. Matsumura-Tundisi, 2003. Integration of research and management in optimizing multiple uses of reservoirs: the experience in South America and Brazilian case studies. Hydrobiologia 500: 231–242.
Tundisi, J. G., T. Matsumura-Tundisi & M. C. Calijuri, 1993. Limnology and management of reservoirs in Brazil. In Straskraba, M., J. G. Tundisi & A. Duncan (eds), Comparative Reservoir Limnology and Water Quality Management. Kluwer Academic Publishers, Netherlands: 25–55.
Tundisi, J. G., T. Matsumura-Tundisi, D. C. Pareschi, A. P. Luzia, P. H. Von Haeling & E. H. Frollini, 2008. A bacia hidrográfica do Tietê/Jacaré: estudo de caso em pesquisa e gerenciamento. Estudos Avançados 22(63): 159–172.
Wang, M., S. Son & L. W. Harding Jr., 2009. Retrieval of diffuse attenuation coefficient in the Chesapeake Bay and turbid ocean regions for satellite ocean color applications. Journal of Geophysical Research 114: 1–15.
Wetzel, R. G., 2001. Limnology: Lake and River Ecosystems, 3rd ed. Academic, San Diego.
Wetzel, R. G. & G. E. Likens, 1991. Limnological Analyses. Springer, New York.
Zhang, Y. L., B. Q. Qin, G. W. Zhu, G. Gao, L. C. Luo & W. M. Chen, 2006. Effect of sediment resuspension on underwater light field in shallow lakes in the middle and lower reaches of the Yangtze River: a case study in Longgan Lake and Taihu Lake. Science in China: Series D Earth Sciences 49: 114–125.
Acknowledgments
Carolline Tressmann Cairo thanks CNPq for the Master’s Degree Fellowship and INPE Postgraduate Program. The authors thank FAPESP (Project 2008/56252-0) and CAPES Foundation/PROEX for the financial support of data acquisition, coworkers (Renato Ferreira, Lino Sander de Carvalho, Daniel Schaffer, Joaquim Antônio Dionísio Leão, Leandro Coutinho, Conrrado Rudorff, Carlos Araujo) for their support in field campaigns and Dr. Felipe Lobo for his contribution in this paper.
Author information
Authors and Affiliations
Corresponding author
Additional information
Handling editor: John M. Melack
Rights and permissions
About this article
Cite this article
Cairo, C.T., Barbosa, C.C.F., de Moraes Novo, E.M.L. et al. Spatial and seasonal variation in diffuse attenuation coefficients of downward irradiance at Ibitinga Reservoir, São Paulo, Brazil. Hydrobiologia 784, 265–282 (2017). https://doi.org/10.1007/s10750-016-2883-7
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10750-016-2883-7