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All Journal Wahana Matematika dan Sains Matematika: Jurnal Teori dan Terapan ELKHA : Jurnal Teknik Elektro JURNAL DERIVAT: JURNAL MATEMATIKA DAN PENDIDIKAN MATEMATIKA SITEKIN: Jurnal Sains, Teknologi dan Industri Kubik Jurnal Fourier Jurnal Sains Matematika dan Statistika NUMERICAL (Jurnal Matematika dan Pendidikan Matematika) Desimal: Jurnal Matematika Seminar Nasional Teknologi Informasi Komunikasi dan Industri BAREKENG: Jurnal Ilmu Matematika dan Terapan Zeta - Math Journal Math Educa Journal Square : Journal of Mathematics and Mathematics Education InPrime: Indonesian Journal Of Pure And Applied Mathematics Jurnal Lebesgue : Jurnal Ilmiah Pendidikan Matematika, Matematika dan Statistika KUBIK: Jurnal Publikasi Ilmiah Matematika Euler : Jurnal Ilmiah Matematika, Sains dan Teknologi Mathematics and Applications (MAp) Journal Journal of Fundamental Mathematics and Applications (JFMA) Lattice Journal : Journal of Mathematics Education and Applied Indonesian Council of Premier Statistical Science Jurnal Ecotipe (Electronic, Control, Telecommunication, Information, and Power Engineering)
Elfira Safitri
Universitas Islam Negeri Sultan Syarif Kasim Riau
Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Industrial & Manufacturing Engineering Mathematics Mechanical Engineering Physics Public Health Social Sciences Transportation Other

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Journal : InPrime: Indonesian Journal Of Pure And Applied Mathematics

 1 
Statistical Modelling of Extreme Data of Air Pollution in Pekanbaru City Ari Pani Desvina; Elfira Safitri; Ade Novia Rahma
InPrime: Indonesian Journal of Pure and Applied Mathematics Vol 1, No 1 (2019)
Publisher : Department of Mathematics, Faculty of Sciences and Technology, UIN Syarif Hidayatullah

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1036.992 KB) | DOI: 10.15408/inprime.v1i1.12839

Abstract

AbstractAir pollution is a phenomenon that is often discussed, especially regarding air quality in urban areas. This has become a major contributor to health problems and environmental issues in Asian countries, such as Indonesia, especially Riau Province. The event of forest fires is one of the many events that occurred in Indonesia, especially Riau Province which harmed the population of Indonesia and neighboring countries. The phenomenon of forest forestry generally occurs due to a shift in the season towards drought and can occur in areas prone to forest fires. Therefore, it is necessary to know the model of air pollution distribution by Particulate Matter (PM10) in Pekanbaru City. This study aims to obtain the distribution model for daily air pollution PM10 in Pekanbaru City from 2014 to February 2015. Data was taken from three stations i.e. Sukajadi Station, Tampan Station, and Kulim Station. Four distributions will be tested i.e. Log Pearson III distribution, Gumbel distribution, Generalized Pareto Distribution, and Generalized Extreme Value (GEV) distribution. We test the goodness of fit from these distribution using the Kolmogorov-Smirnov and the Anderson-Darling tests. The result shows that the Generalized Extreme Value (GEV) distribution model was better than the Log Pearson III, Gumbel and Generalized Pareto distribution models for modeling city air pollution data Pekanbaru with three stations namely Sukajadi, Tampan, and Kulim.Keywords: Anderson-Darling; Generalized Extreme Value (GEV); Kolmogorov-Smirnov. AbstrakPencemaran udara merupakan satu fenomena yang sering dibicarakan, apalagi mengenai kualitas udara di daerah perkotaan. Hal ini menjadi penyumbang utama tentang masalah kesehatan dan isu lingkungan hidup di negara-negara Asia, seperti Negara Indonesia khususnya Provinsi Riau. Peristiwa kebakaran hutan merupakan salah satu peristiwa yang banyak terjadi di Indonesia khususnya Provinsi Riau yang berdampak negatif  terhadap penduduk Indonesia dan negara tetangga. Fenomena kebarakan hutan pada umumnya terjadi karena adanya pergeseran musim kearah kemarau dan dapat terjadi di daerah rawan kebakaran hutan. Oleh karena itu, perlu diketahui model distribusi pencemaran udara oleh Particulate Matter (PM10) Kota Pekanbaru. Penelitian ini bertujuan untuk mendapatkan model distribusi data harian pencemaran udara oleh Particulate Matter (PM10) Kota Pekanbaru Tahun 2014 sampai Februari 2015 dengan tiga stasiun yaitu stasiun sukajadi, stasiun tampan dan stasiun kulim. Adapun distribusi yang digunakan adalah distribusi Log Pearson III, distribusi Gumbel, Distribusi Generalized Pareto dan distribusi Generalized Extreme Value (GEV). Berdasarkan pembahasan uji kebaikan (Goodness of Fit) yaitu uji Kolmogorov-Smirnov dan Anderson-Darling, maka diperoleh bahwa model distribusi Generalized Extreme Value (GEV) lebih baik dari pada model distribusi Log Pearson III, Gumbel dan Generalized Pareto untuk memodelkan data  pencemaran udara kota Pekanbaru dengan tiga stasiun yaitu Sukajadi, Tampan dan Kulim.Kata Kunci: Anderson-Darling, Generalized Extreme Value (GEV), Kolmogorov-Smirnov
Co-Authors A Martino Ade Novia Rahma Agustiawan Agus Ahmad Ahmad Faizal Ahmad Faizal Ahmad Faizal Ahmad Faizal Alfadri, Ramadhan Alfaizan Darman Alfitra Martino Amelia Zahara Andini, Chania Tri Anggraini, Resi Ari Pani Desvina Ayu - Octariana Clara Ramadhania Corry Corazon Marzuki Desasri, Rifa Dewi Sartika Dian Mursyitah Elvina Andiani Gamal, M.D.H Habibis Saleh Hasyratul Najmi Hazirah, Azra Irma Suryani Juliesty Huswina Khotimah Khotimah Kisty, Teshi Amelia Hakilla Latifah Hanum Lestari, Winda Ayu M.D.H Gamal Meli Ermanita Melvy Utari Permadhi Mexdika, Raja Putra Mohammad - Soleh Mohammad Soleh Mohammad Soleh Mohammad Soleh Muhammad Rizki muhammad soleh muhammad soleh Mulyani, Septia Mulyono Mulyono Nanda Putri Miefthawati Nazvira, Mutia Nilwan Andiraja Nilwan Andiraja Nilwan Andiraja Nur Azizah Br Barus Nur Ulfa Nuraisyah, Puteri Nurul Izzah Nusantoro, Dinda Kurniyawan Oktavia, Dhea Rizki Pebriani, Sovi Rahma, Adlul Finy Rahmadeni Rahmadeni Rahmadeni Rahmadeni Rahmadeni Rahmadeni Rahmadeni Rahmadeni Rahmawati Rahmi Yatul Husna M Rahmi, Nafia Resi Anggraini Resti Molina Resti Riafani Retno Ayu Puji Lestari Rielsa, Risca Amelya Rini Eka Putri Rini Erawati Riry Sriningsih Riska Armeliza Riska Wulandari Rudy Kurniawan Rudy Kurniawan Sarbaini Sarbaini Sarbaini Sarbaini Sari, Kiki Indah She Arssy Yesti Soleh, Mohammad Soleh Spastika, Galuh Mreta Sri Basriati Sri Sukmawati Syafrika Yuliarti Wartono Wartono Wartono Wartono Wazna Ulya Wina Yustari Winda Widiarti Yuhandi - - Yulanda, Rahmi Zukrianto, Zukrianto