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dc.contributoren-US
dc.creatorArias, Fernando X.
dc.creatorZambrano, Maytee
dc.creatorArias, Fernando X.
dc.creatorZambrano, Maytee
dc.date2018-02-11
dc.date.accessioned2018-02-23T17:16:09Z
dc.date.available2018-02-23T17:16:09Z
dc.identifierhttps://knepublishing.com/index.php/KnE-Engineering/article/view/1516
dc.identifier10.18502/keg.v3i1.1516
dc.identifier.urihttp://ridda2.utp.ac.pa/handle/123456789/4161
dc.descriptionWhen high levels of urban development, and erratic patterns of high precipitation combine in a small geographical area, there is a significant increase in the risk of human and/or material losses due to flooding and related incidents. With the objective of providing a method for the estimation of precipitation patterns in an area with a high risk of flooding, the current document describes the design and implementation of a neural-network-based system as a potential solution. With the use of TRMM satellite data, and ground station flow measurements in the Juan Díaz river, two models are developed for the estimation of the behavior of these magnitudes: one for estimating precipitation levels based on time, and one that estimates the flow of the river as a function of precipitation.Keywords: modeling, estimation, precipitation, flow, river.en-US
dc.formatapplication/msword
dc.formatapplication/pdf
dc.formatapplication/xml
dc.languageeng
dc.publisherKnE Publishingen-US
dc.relationhttps://knepublishing.com/index.php/KnE-Engineering/article/view/1516/3306
dc.relationhttps://knepublishing.com/index.php/KnE-Engineering/article/view/1516/3597
dc.relationhttps://knepublishing.com/index.php/KnE-Engineering/article/view/1516/3598
dc.rightsinfo:eu-repo/semantics/openAccess
dc.rightshttps://creativecommons.org/licenses/by/4.0/
dc.source2518-6841
dc.sourceKnE Engineering; 6th Engineering, Science and Technology Conference - Panama 2017 (ESTEC 2017); 963-973en-US
dc.titleAnálisis y Estimación de Precipitación para Modelado de Caudal del Río Juan Díaz en el Distrito de Panamá Utilizando Redes Neuronalesen-US
dc.typeinfo:eu-repo/semantics/article
dc.typeinfo:eu-repo/semantics/publishedVersion


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