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Pariabti Palloan
Jurusan Fisika FMIPA UNM
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Journal : Buletin GAW Bariri ( BGB)

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Pemanfaatan Metode Fuzzy Logic dalam Memprakirakan Hujan (2025 – 2030) di Stasiun Meteorologi Kelas I Sultan Hasanuddin Prasetiyo, Adi; Husain, Husain; Subaer, Subaer; Arsyad, Muhammad; Palloan, Pariabti
Buletin GAW Bariri (BGB) Vol 6 No 1 (2025): BULETIN GAW BARIRI
Publisher : Stasiun Pemantau Atmosfer Global Lore Lindu Bariri - Palu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31172/bgb.v6i1.146

Abstract

Sultan Hasanuddin International Airport is an airport with a unique topography, making the process of rainfall formation at this airport very dynamic. To ensure safe flight operations at Sultan Hasanuddin International Airport, rainfall forecasting is needed using fuzzy logic methods, with input data influencing rainfall formation, such as precipitable water, relative vorticity, and divergence. In this study, the data used for applying fuzzy logic can be divided into three types: training data (for developing the fuzzy logic method), validation data (for validating the fuzzy logic method), and testing data (for testing the fuzzy logic method). Therefore, validating the fuzzy logic method to obtain results and accuracy of rainfall events, as well as testing the fuzzy logic method for rainfall event forecasting, are the goals of this research. The precipitable water, relative vorticity, divergence, and rainfall data in this study are divided into three types: training data (2010 – 2021), validation data (2022 – 2024), and testing data (2025 – 2030). The validation results for 2022 – 2024 were dominated by non – rain events, with 7.051 occurrences, while there were 948 occurrences of rain events. The accuracy of the fuzzy logic validation method was found to be 78.58% during 2022 – 2024, allowing the fuzzy logic method to be applied for forecasting rainfall events in 2025 – 2030, beginning with the creation of input data using the moving linear regression algorithm. The forecasting results for 2025 – 2030 using the fuzzy logic method were dominated by non – rain events, with 15.232 occurrences, while there were 2.296 occurrences of rain events.
Co-Authors A. Hakim, A. A.A. Ketut Agung Cahyawan W Abdul Haris Abdul Haris Achmad Noerkhaerin Putra Adi Prasetiyo Adi Prasetiyo, Adi Afridha Nurfadhyla Agus Susanto Agus Susanto Agustinus Jarak Patandean Ahmad Dahlan Ahmad Swandi Ahmad Yani Aisyah Azis Akbar, Nur Ika Akhirta, Nabilla Aldena Aenun R Sakona Amernurfitra Andi Rusdin Andhi Ahmad Setiawan Anggi Ayu Ustari Arie Arma Arsyad Arsyi, Nurul Ayu Safitri Basri, Muh. Bahly Cahya Swastika Populasi Cynthia Cynthia Deni Aldian Destalina, Destalina Dian Mukarramah Dofiali Dwi Trisnakusumawati Eko Hadi Sujiono Eko Hadi Sujiono Eko Hadi Sujiono Farida Farida Fatmawati Fatmawati Fatmawati, Fatmawati Fauziah Rasyid H, Hasnawati Halim, Anis Diyana Hasan Hasan Hasyi, Mutahharah Herlina Bunga' Karongi Herlina Herlina Husain Husain Ida Ayu Putu Sri Widnyani Iftitah, Nur Imanuela Indah Pertiwi Irfandy, Jeszy Wan Jainuddin Jainuddin Jasruddin Daud Malago Jaya, Nur Azizah Jeszy Wan Irfandy Kaharuddin Kaharuddin Arafah Khaeruddin Khaeruddin Khaeruddin Khaeruddin Khaeruddin Khaeruddin, Khaeruddin M. A Martawijaya M. A. Martawijaya Mahir Mahir, Mahir Malino, Chaterina Restu Mardawiah Mardianti Rukmana Meytij Jeanne Rampe Miftafari Zakaria Minarty Pareken, Minarty Mirna Muh Arham Muhamad Arsyad Muhammad Arsyad Muhammad Arsyad Muhammad Sidin Ali Muhammad Sidin Ali Muhammad Sidin Ali Musgamy, Hijrah K. Musniar, Andi Mutahharah Hasyi Mutahharah Hasyim, Mutahharah Nabilla Akhirta Nasmur MT Kohar Nasrul Ihsan Nasrul Ihsan Nasrul Ihsan Nasrul Ihsan Ningrum, Agustin Wahyu Trisna Nisa, Ainin Zahratun Nur Aminuddin Ansar Nur Fadhilah Nurazizah Sarip Nurhasmi Nurhasmi Nursarita Nursarita Nursarita, Nursarita Nurul Arsyi Nurul Ulfiah Nurwati Nurwati Pabontongan, Santonius Sandi Rahmadhanningsih, Sri Rajab Rajab Rasyid, Juniar Ridwansyah Ridwansyah Rihan Muhammad Alghifari Rismanto Effendi Rizkika, Fitrah Rosmiati S Rusdin, Amernurfitra Andi S A Suharman S, Sulfianty Said, Sukmawati Santonius Sandi Pabontongan Sanusi, Dirga Kaso Saputra, M Reski Sembiring, Rinawati Siew Wei, Tho Simangunsong, Tiardo Sparisoma Viridi Sri Rahmadhanningsih Subaer - Subaer Subaer Subaer Subaer Suharlan, Lisa Sutami Sukmawati Sukmawati Sukmawati Sukmawati Sulfianty S sulis, sulistiawaty Sulistiawaty Sulistiawaty Sulistiawaty Sulistiawaty Sulistiawaty Sulistiawaty Sulistiawaty Sulistiawaty, Sulistiawaty Syahbani, Yulia Syahruni, Risda Tabita, Novelita Tiardo Simangunsong Tri Hastiti Fiskawarn Triatmoko, Danu Trisnakusumawati, Dofiali Dwi Trisno Setiawan Trisno Setiawan, Trisno Ulfiana, Amhar ulpiana, ulpiana Usman Usman Usman Usman Usman, U. Vicran Zharvan Vistarani Arini Tiwow Wahyu Nugraha Wiwik Handayani Yersi Yosa, Irna Zulfaniar Zulfikar Zulfikar