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Title: Certain investigations on the application of neural networks for river water level prediction from satellite images
Researcher: Kalaivani, R
Guide(s): Thangaraj, P
Keywords: Artificial neural networks
Information and communication engineering
Remote sensing
River water level
Satellite images
Upload Date: 8-Sep-2014
University: Anna University
Completed Date: 01/06/2012
Abstract: The area of research undertaken in this work is to predict the water level in the river by using the satellite images In order to predict the water level artificial neural networks are used Yet using remotely sensed images for prediction of river water level involves a lot of preprocessing To begin with remote sensing makes it possible to collect data on newlinedangerous or inaccessible areas Remote sensing provides real time updates and it does not require active human assistance It can detect things that are not normally present in the visible spectrum for example detecting land forms underneath the surface of the ground or ocean An easy coverage of large areas of land as measurements can be made from a long distance and it is considered as one of the benefits of remote sensing In a few cases periodic observation of a target daily or even multiple times per day is possible only with satellite instruments The Artificial Neural Networks are information processing newlinemodels that are developed by taking inspiration from the working principles of the human brain The most essential property of ANN models is its ability to learn from sample sets newline
Pagination: xx,130p.
Appears in Departments:Faculty of Information and Communication Engineering

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02_certificates.pdf2.12 MBAdobe PDFView/Open
03_abstract.pdf11.16 kBAdobe PDFView/Open
04_ackowledgement.pdf6.19 kBAdobe PDFView/Open
05_contents.pdf23.29 kBAdobe PDFView/Open
06_chapter1.pdf157.35 kBAdobe PDFView/Open
07_chapter2.pdf45.88 kBAdobe PDFView/Open
08_chapter3.pdf1.96 MBAdobe PDFView/Open
09_chapter4.pdf568.23 kBAdobe PDFView/Open
10_chapter5.pdf884.55 kBAdobe PDFView/Open
11_chapter6.pdf1.47 MBAdobe PDFView/Open
12_chapter7.pdf11.6 kBAdobe PDFView/Open
13_references.pdf26.12 kBAdobe PDFView/Open
14_publications.pdf7.51 kBAdobe PDFView/Open
15_vitae.pdf5.29 kBAdobe PDFView/Open

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