Bio-optical model parametrization to study the chlorophyll-A concentration along a cascade of reservoirs

• Grant number: 12/19821-1
• Support Opportunities: Regular Research Grants
• Start date: June 01, 2013
• End date: May 31, 2015
• Field of knowledge: Physical Sciences and Mathematics - Geosciences
• Principal Investigator: Enner Herenio de Alcântara
• Grantee: Enner Herenio de Alcântara
• Host Institution: Faculdade de Ciências e Tecnologia (FCT). Universidade Estadual Paulista (UNESP). Campus de Presidente Prudente. Presidente Prudente , SP, Brazil
• Associated researchers: Arcilan Trevenzoli Assireu ; Cláudio Clemente Faria Barbosa ; Maria de Lourdes Bueno Trindade Galo ; Nilton Nobuhiro Imai

Abstract

The water represents a complex mixture of a variety of dissolved or particulate materials. This materials have different optical properties, that is, interact with light in different ways in function of their nature and concentration. The presence of these components in the water column is responsible for modifications in the water colour, because they absorbs and scattering selectively the incident light. The signal remotely detected is formed from the following contributions: the scattered light by the atmosphere; the reflected light by the water surface and the upwelling light from the water after been backscattered in the water column. Only the upwelling light from the water have useful information to be used in remote sensing. The quantitatively interpretations of the detected signal by remote sensors in terms of water components require to be identified and isolated the effects caused by variations in the incident light field over the remotely detected signal. Thereupon, the water colour modeling aims to express the remote sensing reflectance in terms of inherent optical properties (IOP), such as total absorption and backscattering coefficients. The objective of this research is to parameterize a bio-optical model to estimate the chlorophyll-a concentration in the water along reservoirs in cascade (Nova Avanhandava and Barra Bonita reservoirs). (AU)

Scientific publications

(39)

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

RODRIGUES, THANAN; MISHRA, DEEPAK R.; ALCANTARA, ENNER; WATANABE, FERNANDA; ROTTA, LUIZ; IMAI, NILTON NOBUHIRO. Retrieving Total Suspended Matter in Tropical Reservoirs Within a Cascade System With Widely Differing Optical Properties. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, v. 10, n. 12, 2, p. 5495-5512, DEC 2017. (15/21586-9, 15/18525-8, 12/19821-1, 13/09045-7)

BERNARDO, NARIANE; DO CARMO, ALISSON; PARK, EDWARD; ALCANTARA, ENNER. Retrieval of Suspended Particulate Matter in Inland Waters with Widely Differing Optical Properties Using a Semi-Analytical Scheme. REMOTE SENSING, v. 11, n. 19, OCT 2019. (15/21586-9, 12/19821-1, 19/00259-0, 15/18525-8)

COELHO DO CARMO, ALISSON FERNANDO; RIBEIRO BERNARDO, NARIANE MARSELHE; IMAI, NILTON NOBUHIRO; SHIMABUKURO, MILTON HIROKAZU. Improving the empirical line method applied to hyperspectral inland water images by combining reference targets and in situ water measurements. REMOTE SENSING LETTERS, v. 11, n. 2, p. 186-194, FEB 1 2020. (13/50426-4, 12/19821-1)

RODRIGUES, THANAN; ALCANTARA, ENNER; ROTTA, LUIZ; BERNARDO, NARIANE; WATANABE, FERNANDA. An investigation into the relationship between light absorption budget and trophic status in inland waters. ECOLOGICAL INDICATORS, v. 115, AUG 2020. (15/21586-9, 12/19821-1, 19/00259-0)

MACIEL, DANIEL ANDRADE; FARIA BARBOSA, CLAUDIO CLEMENTE; LEAO DE MORAES NOVO, EVLYN MARCIA; FLORES JUNIOR, ROGERIO; BEGLIOMINI, FELIPE NINCAO. Water clarity in Brazilian water assessed using Sentinel-2 and machine learning methods. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, v. 182, p. 134-152, DEC 2021. (19/15984-2, 11/19523-8, 11/23594-8, 03/06999-8, 08/56252-0, 12/19821-1, 18/12083-1, 13/09045-7, 14/23903-9)

WATANABE, FERNANDA; ALCANTARA, ENNER; RODRIGUES, THANAN; ROTTA, LUIZ; BERNARDO, NARIANE; IMAI, NILTON. Remote sensing of the chlorophyll-a based on OLI/Landsat-8 and MSI/Sentinel-2A (Barra Bonita reservoir, Brazil). Anais da Academia Brasileira de Ciências, v. 90, n. 2, 1, p. 1987-2000, AUG 2018. (12/19821-1, 13/09045-7, 15/18525-8)

ANDRADE, CAROLINE; ALCANTARA, ENNER; BERNARDO, NARIANE; KAMPEL, MILTON. An assessment of semi-analytical models based on the absorption coefficient in retrieving the chlorophyll-a concentration from a reservoir. Advances in Space Research, v. 63, n. 7, p. 2175-2188, APR 1 2019. (15/21586-9, 12/19821-1)

BERNARDO, NARIANE; ALCANTARA, ENNER; WATANABE, FERNANDA; RODRIGUES, THANAN; DO CARMO, ALISSON; CAMPOS GOMES, ANA CAROLINA; ANDRADE, CAROLINE. Light Absorption Budget in a Reservoir Cascade System with Widely Differing Optical Properties. WATER, v. 11, n. 2, FEB 2019. (15/21586-9, 12/19821-1)

FERNANDA SAYURI YOSHINO WATANABE; ENNER HERENIO DE ALCÂNTARA; THANAN WALESZA PEQUENO RODRIGUES; NARIANE MARSELHE RIBEIRO BERNARDO; LUIZ HENRIQUE DA SILVA ROTTA; NILTON NOBUHIRO IMAI. Detecção da dinâmica de comunidade fitoplanctônica a partir do coeficiente de absorção específico da clorofila em águas interiores produtivas. Acta Limnol. Bras., v. 29, 2017-10-09. (15/21586-9, 13/09045-7, 12/19821-1, 15/18525-8)

ALCANTARA, ENNER; WATANABE, FERNANDA; RODRIGUES, THANAN; BERNARDO, NARIANE; ROTTA, LUIZ; CARMO, ALISSON; CURTARELLI, MARCELO; IMAI, NILTON. Field measurements of the backscattering coefficient in a cascading reservoir system: first results from Nova Avanhandava and Barra Bonita Reservoirs (Sao Paulo, Brazil). REMOTE SENSING LETTERS, v. 7, n. 5, p. 417-426, MAY 3 2016. (12/19821-1)

WATANABE, FERNANDA; RODRIGUES, THANAN; DO CARMO, ALISSON; ALCANTARA, ENNER; SHIMABUKURO, MILTON; IMAI, NILTON; BERNARDO, NARIANE; ROTTA, LUIZ HENRIQUE. Assessment of Scattering Error Correction Techniques for AC-S Meter in a Tropical Eutrophic Reservoir. REMOTE SENSING, v. 10, n. 5, MAY 2018. (15/21586-9, 15/18525-8, 12/19821-1, 13/09045-7)

ROTTA, LUIZ H. S.; MISHRA, DEEPAK R.; ALCANTARA, ENNER H.; IMAI, NILTON N.. Analyzing the status of submerged aquatic vegetation using novel optical parameters. International Journal of Remote Sensing, v. 37, n. 16, p. 3786-3810, AUG 20 2016. (12/19821-1, 13/09045-7)

BERNARDO, NARIANE; WATANABE, FERNANDA; RODRIGUES, THANAN; ALCANTARA, ENNER. Atmospheric correction issues for retrieving total suspended matter concentrations in inland waters using OLI/Landsat-8 image. Advances in Space Research, v. 59, n. 9, p. 2335-2348, MAY 1 2017. (15/21586-9, 12/19821-1)

RODRIGUES, THANAN; ALCANTARA, ENNER; WATANABE, FERNANDA; IMAI, NILTON. Retrieval of Secchi disk depth from a reservoir using a semi-analytical scheme. REMOTE SENSING OF ENVIRONMENT, v. 198, p. 213-228, SEP 1 2017. (15/21586-9, 12/19821-1)

FREIRE DA SILVA, EDSON FILISBINO; LEAO DE MORAES NOVO, EVLYN MARCIA; LOBO, FELIPE DE LUCIA; FARIA BARBOSA, CLAUDIO CLEMENTE; CAIRO, CAROLLINE TRESSMANN; NOERNBERG, MAURICIO ALMEIDA; DA SILVA ROTTA, LUIZ HENRIQUE. A machine learning approach for monitoring Brazilian optical water types using Sentinel-2 MSI. REMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT, v. 23, AUG 2021. (12/19821-1, 13/09045-7, 14/23903-9, 08/56252-0)

RODRIGUES, THANAN; MISHRA, DEEPAK R.; ALCANTARA, ENNER; WATANABE, FERNANDA; ROTTA, LUIZ; IMAI, NILTON NOBUHIRO. Retrieving Total Suspended Matter in Tropical Reservoirs Within a Cascade System With Widely Differing Optical Properties. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, v. 10, n. 12, p. 18-pg., 2017-12-01. (13/09045-7, 15/21586-9, 15/18525-8, 12/19821-1)

CAMPOS GOMES, ANA CAROLINA; BERNARDO, NARIANE; ALCANTARA, ENNER. Accessing the southeastern Brazil 2014 drought severity on the vegetation health by satellite image. NATURAL HAZARDS, v. 89, n. 3, p. 1401-1420, DEC 2017. (15/21586-9, 12/19821-1)

GOMES, ANA CAROLINA; ALCANTARA, ENNER; RODRIGUES, THANAN; BERNARDO, NARIANE. Satellite estimates of euphotic zone and Secchi disk depths in a colored dissolved organic matter-dominated inland water. ECOLOGICAL INDICATORS, v. 110, MAR 2020. (15/21586-9, 12/19821-1, 19/00259-0)

CAMPOS GOMES, ANA CAROLINA; BERNARDO, NARIANE; DO CARMO, ALISSON COELHO; RODRIGUES, THANAN; ALCANTARA, ENNER. Diffuse Attenuation Coefficient Retrieval in CDOM Dominated Inland Water with High Chlorophyll-a Concentrations. REMOTE SENSING, v. 10, n. 7, JUL 2018. (15/21586-9, 12/19821-1)

ALCANTARA, ENNER; BERNARDO, NARIANE; WATANABE, FERNANDA; RODRIGUES, THANAN; ROTTA, LUIZ; CARMO, ALISSON; SHIMABUKURO, MILTON; GONCALVES, STELA; IMAI, NILTON. Estimating the CDOM absorption coefficient in tropical inland waters using OLI/Landsat-8 images. REMOTE SENSING LETTERS, v. 7, n. 7, p. 661-670, 2016. (12/19821-1)

WATANABE, FERNANDA; ALCANTARA, ENNER; BERNARDO, NARIANE; DE ANDRADE, CAROLINE; GOMES, ANA CAROLINA; DO CARMO, ALISSON; RODRIGUES, THANAN; ROTTA, LUIZ HENRIQUE. Mapping the chlorophyll-a horizontal gradient in a cascading reservoirs system using MSI Sentinel-2A images. Advances in Space Research, v. 64, n. 3, p. 581-590, AUG 1 2019. (15/21586-9, 12/19821-1, 15/18525-8)

ROTTA, LUIZ HENRIQUE; MISHRA, DEEPAK R.; ALCANTARA, ENNER; IMAI, NILTON; WATANABE, FERNANDA; RODRIGUES, THANAN. K-d(PAR) and a Depth Based Model to Estimate the Height of Submerged Aquatic Vegetation in an Oligotrophic Reservoir: A Case Study at Nova Avanhandava. REMOTE SENSING, v. 11, n. 3, FEB 1 2019. (13/09045-7, 12/19821-1, 15/21586-9)

ANDRADE, CAROLINE; BERNARDO, NARIANE; CARMO, ALISSON; ALCANTARA, ENNER; KAMPEL, MILTON. Assessment of quasi-analytical algorithm for estimating the inherent optical properties in a complex cascade system. JOURNAL OF APPLIED REMOTE SENSING, v. 12, n. 3, SEP 4 2018. (15/21586-9, 12/19821-1)

RODRIGUES, THANAN; ALCANTARA, ENNER; MISHRA, DEEPAK R.; WATANABE, FERNANDA; BERNARDO, NARIANE; ROTTA, LUIZ; IMAI, NILTON; ASTUTI, IKE. Performance of existing QAAs in Secchi disk depth retrieval in phytoplankton and dissolved organic matter dominated inland waters. JOURNAL OF APPLIED REMOTE SENSING, v. 12, n. 3, SEP 12 2018. (15/21586-9, 12/19821-1)

WATANABE, FERNANDA; RODRIGUES, THANAN; BERNARDO, NARIANE; NTARA, ENNER ALCA; IMAI, NILTON. Drought can cause phytoplankton growth intensification in Barra Bonita reservoir. MODELING EARTH SYSTEMS AND ENVIRONMENT, v. 2, n. 3, SEP 2016. (12/19821-1, 13/09045-7)

ROTTA, LUIZ HENRIQUE S.; MISHRA, DEEPAK R.; WATANABE, FERNANDA S. Y.; RODRIGUES, THANAN W. P.; ALCANTARA, ENNER H.; IMAI, NILTON N.. Analyzing the feasibility of a space-borne sensor (SPOT-6) to estimate the height of submerged aquatic vegetation (SAV) in inland waters. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, v. 144, p. 341-356, OCT 2018. (12/19821-1, 13/09045-7)

BERNARDO, NARIANE; ALCANTARA, ENNER; WATANABE, FERNANDA; RODRIGUES, THANAN; CARMO, ALISSON; GOMES, ANA; ANDRADE, CAROLINE. Glint Removal Assessment to Estimate the Remote Sensing Reflectance in Inland Waters with Widely Differing Optical Properties. REMOTE SENSING, v. 10, n. 10, OCT 2018. (15/21586-9, 12/19821-1)

DA SILVA, EDSON FILISBINO FREIRE; NOVO, EVLYN MARCIA LEAO DE MORAES; LOBO, FELIPE DE LUCIA; BARBOSA, CLAUDIO CLEMENTE FARIA; NOERNBERG, MAURICIO ALMEIDA; ROTTA, LUIZ HENRIQUE DA SILVA; CAIRO, CAROLLINE TRESSMANN; MACIEL, DANIEL ANDRADE; FLORES JUNIOR, ROGERIO. Optical water types found in Brazilian waters. LIMNOLOGY, v. 22, n. 1, JUL 2020. (13/09045-7, 14/23903-9, 12/19821-1, 08/56252-0)

THANAN WALESZA PEQUENO RODRIGUES; ULISSES SILVA GUIMARÃES; LUIZ HENRIQUE DA SILVA ROTTA; FERNANDA SAYURI YOSHINO WATANABE; ENNER ALCÂNTARA; NILTON NOBUHIRO IMAI. DELINEAMENTO AMOSTRAL EM RESERVATÓRIOS UTILIZANDO IMAGENS LANDSAT-8/OLI: UM ESTUDO DE CASO NO RESERVATÓRIO DE NOVA AVANHANDAVA (ESTADO DE SÃO PAULO, BRASIL). Bol. Ciênc. Geod., v. 22, n. 2, p. 303-323, 2016-06-00. (13/09045-7, 12/19821-1)

ALCANTARA, ENNER; BERNARDO, NARIANE; RODRIGUES, THANAN; WATANABE, FERNANDA. Modeling the spatio-temporal dissolved organic carbon concentration in Barra Bonita reservoir using OLI/Landsat-8 images. MODELING EARTH SYSTEMS AND ENVIRONMENT, v. 3, n. 1, APR 2017. (15/21586-9, 12/19821-1)

BERNARDO, NARIANE; ALCANTARA, ENNER. Comparing proximal remote sensing and orbital images to estimate the total suspended matter in inland water. MODELING EARTH SYSTEMS AND ENVIRONMENT, v. 3, n. 1, APR 2017. (15/21586-9, 12/19821-1)

YOSHINO WATANABE, FERNANDA SAYURI; ALCANTARA, ENNER; PEQUENO RODRIGUES, THANAN WALESZA; IMAI, NILTON NOBUHIRO; FARIA BARBOSA, CLAUDIO CLEMENTE; DA SILVA ROTTA, LUIZ HENRIQUE. Estimation of Chlorophyll-a Concentration and the Trophic State of the Barra Bonita Hydroelectric Reservoir Using OLI/Landsat-8 Images. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, v. 12, n. 9, p. 10391-10417, SEP 2015. (12/19821-1)

ALCANTARA, ENNER; WATANABE, FERNANDA; RODRIGUES, THANAN; BERNARDO, NARIANE. An investigation into the phytoplankton package effect on the chlorophyll-a specific absorption coefficient in Barra Bonita reservoir, Brazil. REMOTE SENSING LETTERS, v. 7, n. 8, p. 761-770, AUG 2016. (15/21586-9, 12/19821-1)

WATANABE, FERNANDA; ALCANTARA, ENNER; IMAI, NILTON; RODRIGUES, THANAN; BERNARDO, NARIANE. Estimation of Chlorophyll-a Concentration from Optimizing a Semi-Analytical Algorithm in Productive Inland Waters. REMOTE SENSING, v. 10, n. 2, FEB 2018. (15/21586-9, 13/09045-7, 15/18525-8, 12/19821-1)

WATANABE, FERNANDA; MISHRA, DEEPAK R.; ASTUTI, IKE; RODRIGUES, THANAN; ALCANTARA, ENNER; IMAI, NILTON N.; BARBOSA, CLAUDIO. Parametrization and calibration of a quasi-analytical algorithm for tropical eutrophic waters. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, v. 121, p. 28-47, NOV 2016. (15/21586-9, 12/19821-1, 13/09045-7, 15/18525-8)

RODRIGUES, THANAN; MISHRA, EEPAK R.; ALCANTARA, ENNER; ASTUTI, IKE; WATANABE, FERNANDA; IMAI, NILTON. Estimating the Optical Properties of Inorganic Matter-Dominated Oligo-to-Mesotrophic Inland Waters. WATER, v. 10, n. 4, APR 2018. (15/21586-9, 12/19821-1)

WATANABE, FERNANDA S. Y.; MIYOSHI, GABRIELA T.; RODRIGUES, THANAN W. P.; BERNARDO, NARIANE M. R.; ROTTA, LUIZ H. S.; ALCANTARA, ENNER; IMAI, NILTON N.. Inland water's trophic status classification based on machine learning and remote sensing data. REMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT, v. 19, AUG 2020. (15/21586-9, 12/19821-1, 13/09045-7, 19/00259-0)

COELHO DO CARMO, ALISSON FERNANDO; SHIMABUKURO, MILTON HIROKAZU; IMAI, NILTON NOBUHIRO; RIBEIRO BERNARDO, NARIANE MARSELHE; YOSHINO WATANABE, FERNANDA SAYURI; DE ALCANTARA, ENNER HERENIO. Aquopts: A multisource processing system for multidimensional bio-optical data integration and correction. Computers & Geosciences, v. 143, p. 10-pg., 2020-10-01. (19/00259-0, 12/19821-1)

MACIEL, DANIEL ANDRADE; PAHLEVAN, NIMA; BARBOSA, CLAUDIO CLEMENTE FARIA; DE NOVO, EVLYN MARCIA LEAO DE MORAES; PAULINO, REJANE SOUZA; MARTINS, VITOR SOUZA; VERMOTE, ERIC; CRAWFORD, CHRISTOPHER J.. Validity of the Landsat surface reflectance archive for aquatic science: Implications for cloud-based analysis. LIMNOLOGY AND OCEANOGRAPHY LETTERS, v. N/A, p. 9-pg., 2023-08-06. (18/12083-1, 03/06999-8, 20/14613-8, 11/19523-8, 13/09045-7, 12/19821-1, 11/23594-8, 08/56252-0, 14/23903-9)