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All Journal Wahana Teknik Sipil: Jurnal Pengembangan Teknik Sipil Jurnal Rekayasa Sipil dan Lingkungan Journal of Geoscience, Engineering, Environment, and Technology Journal of the Civil Engineering Forum Syntax Literate : Jurnal Ilmiah Indonesia Civil Engineering Dimension Rang Teknik Journal Reka Buana : Jurnal Ilmiah Teknik Sipil dan Teknik Kimia Borneo Engineering : Jurnal Teknik Sipil JURNAL TEKNIK HIDRAULIK JMTS: Jurnal Mitra Teknik Sipil Lowland Technology International
Suharyanto Suharyanto
Department Of Civil Engineering Diponegoro University, Jalan Prof Sudharto SH Semarang, Central Java, Indonesia.
Humanities Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Decision Sciences, Operations Research & Management Earth & Planetary Sciences Education Electrical & Electronics Engineering Engineering Environmental Science Industrial & Manufacturing Engineering Law, Crime, Criminology & Criminal Justice Physics Transportation

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Journal : Civil Engineering Dimension

 1 
Prediction of Missing Streamflow Data using Principle of Information Entropy Santosa, B.; Legono, D.; , Suharyanto
Civil Engineering Dimension Vol. 16 No. 1 (2014): MARCH 2014
Publisher : Institute of Research and Community Outreach - Petra Christian University

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (389.975 KB) | DOI: 10.9744/ced.16.1.40-45

Abstract

Incomplete (missing) of streamflow data often occurs. This can be caused by a not continous data recording or poor storage. In this study, missing consecutive streamflow data are predicted using the principle of information entropy. Predictions are performed ​​using the complete monthly streamflow information from the nearby river. Data on average monthly streamflow used as a simulation sample are taken from observation stations Katulampa, Batubeulah, and Genteng, which are the Ciliwung Cisadane river areas upstream. The simulated prediction of missing streamflow data in 2002 and 2003 at Katulampa Station are based on information from Genteng Station, and Batubeulah Station. The mean absolute error (MAE) average obtained was 0,20 and 0,21 in 2002 and the MAE average in 2003 was 0,12 and 0,16. Based on the value of the error and pattern of filled gaps, this method has the potential to be developed further.
Co-Authors Adib Lathiful Huda Agus Supriyanto Agustinaputri Bintang Galaxy Ahmad Zaki Romadhoni Budiono Joko Nugroho Djoko Legono Dyah Ari Wulandari Goji Pamungkas Hari Nugroho Hayu Rahayu Henny Herawati Jennifer Gerina Putri Juan Indra Kartini Kartini Kazuhiko Otani Kresno Wikan Sadono Legono, D. M. Agung Wibowo Muchamad Ali Nidhom Muhrozi Muhrozi Najib Najib Nicko Fadhil Muhammad Pranoto Samto Atmojo Rais Buldan Rais Buldan S. Suripin Santosa, B. Sri Prabandiyani R.W. Sri Prabandiyani Retno Wardani Sri Sangkawati Sri Sangkawati Sachro Sriyana Sriyana Suseno Darsono Suseno Darsono Thomas Triadi Putranto, Thomas Triadi Tria Arrizki Trias Wigyarianto Yanuar Niko Priambodo