Article Per Year (5 Year)
p-Index From 2021 - 2026
8.008
P-Index
This Author published in this journals
All Journal Media Teknik Sipil Jurnal Presipitasi : Media Komunikasi dan Pengembangan Teknik Lingkungan Jurnal Mahasiswa Jurusan Teknik Pengairan Jurnal Teknik Pengairan: Journal of Water Resources Engineering AGRIVITA, Journal of Agricultural Science REKAYASA Proceedings Konferensi Nasional Sistem dan Informatika (KNS&I) Wahana Teknik Sipil: Jurnal Pengembangan Teknik Sipil Jurnal Rekayasa Sipil dan Lingkungan Teras Jurnal Jurnal Penelitian Pendidikan IPA (JPPIPA) Civil Engineering Journal Jurnal Irigasi Civil and Environmental Science Journal (CIVENSE) BUANA SAINS Jurnal Teknik Sumber Daya Air Jurnal Teknologi dan Rekayasa Sumber Daya Air
Ery Suhartanto
Progra Studi Informatika Program Teknologi Informasi Dan Ilmu Komputer Universitas Brawijaya
Agriculture, Biological Sciences & Forestry Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Education Electrical & Electronics Engineering Energy Engineering Environmental Science Materials Science & Nanotechnology Mathematics Physics Transportation

Published : 106 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : Teras Jurnal

 1 
Model Prototipe Alih Ragam Hujan Ke Debit Menggunakan Data Satelit TRMM Dan Jaringan Syaraf Tiruan Suhartanto, Ery; Andawayanti, Ussy; Lufira, Rahmah Dara; Darmawan, Azhar Adi; Putri, Angelina Satya
Teras Jurnal : Jurnal Teknik Sipil Vol. 15 No. 1 (2025): Volume 15 Nomor 1, Maret 2025
Publisher : UNIVERSITAS MALIKUSSALEH

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29103/tj.v15i1.1219

Abstract

Abstrak Ketersediaan dan akurasi data hujan maupun debit menjadi masalah umum di setiap DAS termasuk Sub DAS Lesti. Penelitian ini fokus pada kalibrasi dan validasi data satelit TRMM terhadap pos hujan lapangan. selain itu, bertujuan untuk mengembangkan model prototipe alih ragam hujan ke debit menggunakan JST. Pemodelan ini memanfaatkan data masukan hidrologi, termasuk data satelit TRMM, hari hujan, evaporasi, dan penggunaan lahan, serta data target debit dari Sub DAS Lesti. Hasil kalibrasi dan validasi data satelit TRMM menghasilkan nilai NSE sebesar 0,97 (sangat baik) dan koefisien korelasi (R) sebesar 1,00 (sangat kuat). Selain itu, hasil pemodelan diperoleh kalibrasi terbaik model prototipe yang mengkonversi data hujan menjadi debit menggunakan JST dengan fungsi transfer logsig, menghasilkan nilai koefisien korelasi R = 0,98897 (sangat kuat) dengan skema arsitektur jaringan 8-2-10-1 (terdiri dari delapan lapisan masukan, dua lapisan tersembunyi, sepuluh neuron, satu lapisan keluaran) pada 3000 epochs. Kata kunci: Hujan, Debit, TRMM, Jaringan Syaraf Tiruan  Abstract The availability and accuracy of rain and discharge data is a common problem in every watershed, including the Lesti sub-watershed. This research focuses on the calibration and validation of TRMM satellite data on field rain posts. Apart from that, it aims to develop a prototype model for transferring rainfall variations to discharge using ANN. This modeling utilizes hydrological input data, including TRMM satellite data, rainy days, evaporation, and land use, as well as discharge target data from the Lesti Sub-watershed. The results of calibration and validation of TRMM satellite data produced an NSE value of 0.97 (very good) and a correlation coefficient (R) of 1.00 (very strong). In addition, the modeling results obtained the best calibration of the prototype model which converts rain data into discharge using ANN with the logsig transfer function, producing a correlation coefficient value of R = 0.98897 (very strong) with an 8-2-10-1 network architecture scheme (consisting of eight input layers, two hidden layers, ten neurons, one output layer) at 3000 epochs. Keywords:  Rainfall, Discharge, TRMM, Artificial Neural Network
Co-Authors Achsan Achsan Adelia Riska Pratama Agus Priombodo Agus Suharyanto Ainur Rofiq Kurniawan alby, lyn Alnino, Nugraha Faiz Amadea, Alzena Andriyani, Setinda Eka Anggara WWS Aniek Masrevaniah Anindya, Devita Putri Ari Murdhianti Arief Andy S, Arief Ariston Samosir Arrokhman, Naufal Achmad Astri, Novianti Sidi Astuti, Ika Wiji Atthahirah, Mutiara Aulia Zahira, Nabila Azhar Adi Darmawan Bagus Wicaksono Bias Angga Permana Briantama, R. Haryo Budi Prasetya Chandy, Poetri Mustika Chintya Ayu Permata Herdita Cipta, Dara Marreta Dewa, Faralisintia Junia Surya Dewita, Monika Dian Chandrasasi Dian Sisinggih Djafar, Azhari Firmansyah Donny Harisuseno Donny Harisuseno Dukhosagt, Aini Nurnabilla Dwi Priyantoro E. Ball, James edy djuwito, edy Emma Yuliani Erfarras, Nadia Nahda Erryanto, Sandi Estefanus Wolok Evi Nur Cahya Fatwa Ramdani, Fatwa Firdaus, Alfian Fitriani, Deshinta Ghaisani, Amalia hari siswoyo Harisuseno, Donny Harjono, Marie Augustin Alvidian Pangestuti Ais Hartawan, Muhammad Bobby Hawari, Hirzi Herdita, Chintya Ayu Permata Herdita, Chintya Ayu Permata Hutagaol, Bachtiar Malthus Ima Sholikhati Imani, Reyhan Satya Itratip Itratip Jadfan Sidqi Fidari Jarwanti, Dieta Putri Jauhari, M. Reza Kafidani, Firyal Sekar Khairunnisa Khairunnisa Kiki Frida Sulistyani Kusumabrata, Luffi Laksni Sedyowati Larasati, Chyntia Prima Lily Montarcih Limantara Limantara, Lily M. Linda Prasetyorini Listya, Amifta Farah Lu'luil Maknun Lucky Dyah Ekorini M Bisri M. Reza Jauhari Maharani, Amanda Putri Maharani, Fiadita Maria, Ana Marta, Silvia Dwi Masruroh, Sahirah Mike Yuanita Moh. Sholichin Mohammad Bisri Muarifah, Aulia Rahmawati Muhammad Ilham Muhammad Rifai nama, arnoldus NISA, ZUHROTUN Nomleni, Aprianto Noor Dinda Febrianingrum Novita, Firda Nurdiyanto Nurdiyanto, Nurdiyanto Nurviana, Syelawati Citra Kartika Nurwijayanti Partarini, Ni Made Candra Prasasti, Dwi Trisna Pratama, Rizki Ramadhani PRIAMBODO, DIDIT Pudyono . Pulasari, Luh Ayu Putri Wedayanti Putri, Angelina Satya Rachmawati, Turniningtyas A. Rahma, Novi Fadhilah Rahmah Dara Lufira Rakhmawati, Dinia Dwi Ramadhania, Salsabila Razianto, Muhamad Zakaria Rendra Arif Yudiarso Rini, Syafadilla Enggar Rispiningtati Rispiningtati Riyanto Haribowo Rizki Ramadhani Rizki Tri Utami Rossy Tamaya, Hana Arum Runi Asmaranto Rushafi Oktaverina, Devy Adlina Sapto Dwi Hari Oktavianto Sekar Padma Lestari Senna Ananggadipa Adhitama Setyaningrum, Anggun Shihab, Muhammad Qurais Siswanti, Yuvika Rega Soebroto, Arief A. Solikin Solikin Sri Wahyuni Suciana, Ajeng Titin Sudiarti, Sri Utami Suhardjono Suhardjono Sukoco, Arfinsyah Hanandha Sulfandi Sulfandi, Sulfandi Sumiadi, Sumiadi Suryoputro, Nugroho Syarief Fathoni, Syarief Tri Kurniawati, Tri Ussy Andawayanti Utami, Rizki Tri Very Dermawan Wahyuni, Sri Widandi Soetopo Yuliana Wardani