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Radiation availability is the primary limiting factor for SAV and it is a function of water transparency measured by Kd(PAR) (downwelling attenuation coefficient of Photosynthetically Active Radiation) and depth. The aim of this study was to develop a Kd(PAR) and depth based model to estimate the height of submerged aquatic vegetation in a tropical oligotrophic reservoir. This work proposed a new graphical model to represent the SAV height in relation to Kd(PAR) and depth. Based on the visual analysis of the model, it was possible to establish a set of Boolean rules to classify the SAV height and identify regions where SAV can grow with greater or lesser vigor. Kd(PAR) was estimated using a model based on satellite data. Overall, the occurrence and height of SAV were directly influenced by the Kd(PAR), depending on the depth. This study highlights the importance of optical parameters in examining the occurrence and status of SAV in Brazilian Reservoirs. It was concluded that the digital model and its graphical representation overcomes the limitations found by other researchers to understand the SAV behavior in relation to those independent variables: depth and Kd(PAR).<\/jats:p>","DOI":"10.3390\/rs11030317","type":"journal-article","created":{"date-parts":[[2019,2,6]],"date-time":"2019-02-06T03:03:05Z","timestamp":1549422185000},"page":"317","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Kd(PAR) and a Depth Based Model to Estimate the Height of Submerged Aquatic Vegetation in an Oligotrophic Reservoir: A Case Study at Nova Avanhandava"],"prefix":"10.3390","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9392-1690","authenticated-orcid":false,"given":"Luiz Henrique","family":"Rotta","sequence":"first","affiliation":[{"name":"Department of Cartography\u2014Presidente Prudente, S\u00e3o Paulo State University (UNESP), S\u00e3o Paulo, SP 19160-900, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8192-7681","authenticated-orcid":false,"given":"Deepak R.","family":"Mishra","sequence":"additional","affiliation":[{"name":"Department of Geography, University of Georgia (UGA), Athens, GA 30609, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7777-2119","authenticated-orcid":false,"given":"Enner","family":"Alc\u00e2ntara","sequence":"additional","affiliation":[{"name":"Department of Environmental Engineering\u2014S\u00e3o Jos\u00e9 dos Campos, S\u00e3o Paulo State University (UNESP), S\u00e3o Paulo, SP 12245-000, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0516-0567","authenticated-orcid":false,"given":"Nilton","family":"Imai","sequence":"additional","affiliation":[{"name":"Department of Cartography\u2014Presidente Prudente, S\u00e3o Paulo State University (UNESP), S\u00e3o Paulo, SP 19160-900, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8077-2865","authenticated-orcid":false,"given":"Fernanda","family":"Watanabe","sequence":"additional","affiliation":[{"name":"Department of Cartography\u2014Presidente Prudente, S\u00e3o Paulo State University (UNESP), S\u00e3o Paulo, SP 19160-900, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4302-4216","authenticated-orcid":false,"given":"Thanan","family":"Rodrigues","sequence":"additional","affiliation":[{"name":"Federal Institute of Education, Science and Technology of Par\u00e1 State (IFPA), Castanhal, PA 68740-970, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2019,2,5]]},"reference":[{"key":"ref_1","unstructured":"Wetzel, R.G. 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