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All Journal Infotech Journal Jurnal Tataloka Journal of Information Technology and Computer Science (JOINTECS) JURNAL ILMIAH GEOMATIKA Jurnal Geografi, Edukasi dan Lingkungan JOURNAL OF APPLIED INFORMATICS AND COMPUTING JMM (Jurnal Masyarakat Mandiri) JITTER (Jurnal Ilmiah Teknologi Informasi Terapan) Krea-TIF: Jurnal Teknik Informatika Jambura Geoscience Review JATI (Jurnal Mahasiswa Teknik Informatika) JURNAL CITRA WIDYA EDUKASI Jurnal Riset Jakarta International Journal of Educational Research and Social Sciences (IJERSC) ETNIK : Jurnal Ekonomi dan Teknik JITSI : Jurnal Ilmiah Teknologi Sistem Informasi MASTER: Jurnal Manajemen Strategik Kewirausahaan Jurnal Penelitian Geografi (JPG) Jurnal Lemhannas RI KREATIF: Jurnal Pengabdian Masyarakat Nusantara Jurnal Taguchi : Jurnal Ilmiah Teknik dan Manajemen Industri Jurnal Penelitian dan Pengabdian Masyarakat Jurnal Pengabdian Masyarakat Inovatif Jurnal Pengabdian Masyarakat Inovatif
Erwin Hermawan
Program Studi Teknik Informatika, Universitas Ibn Khaldun Bogor
Agriculture, Biological Sciences & Forestry Humanities Astronomy Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Mechanical Engineering Social Sciences Other

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Journal : JOURNAL OF APPLIED INFORMATICS AND COMPUTING

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Spatial Distribution Patterns of Urban Growth, Dasymetric Mapping, and Air Pollution Standard Index (ISPU) in Bogor Regency (2018-2023) Ramadhan, Alfarisi; Hermawan, Erwin; Hudjimartsu, Sahid Agustian
Journal of Applied Informatics and Computing Vol. 9 No. 4 (2025): August 2025
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jaic.v9i4.9862

Abstract

Bogor Regency has undergone rapid industrialization and urban growth, raising concerns about deteriorating air quality and its health impacts. This study aims to analyze the spatial distribution of urban expansion and its relationship with air pollution levels between 2018 and 2023. Using Sentinel-5P and Sentinel-2A satellite imagery processed via Google Earth Engine (GEE), the research maps changes in land use and monitors key pollutants such as nitrogen dioxide (NO₂) and sulfur dioxide (SO₂). The Air Pollution Standard Index (ISPU) is used to classify air quality conditions. The results indicate a notable increase (16%) in urban areas, with population density rising from 178 to 180 inhabitants per hectare, and a shift toward higher pollution categories, with significant portions of the region now classified as "Unhealthy" increased from 17% in 2018 to 31% in 2023. The urban growth model demonstrated high accuracy (92.5%) and strong alignment with local monitoring data. Model evaluation showed a Mean Absolute Error (MAE) of 1.295 µg/m³ and Root Mean Square Error (RMSE) of 1.478 µg/m³, demonstrating strong agreement between predicted and observed data from the Bogor Regency Environmental Agency. These findings highlight the need for integrated urban planning and effective air quality management to reduce future health risks in Bogor Regency.
Co-Authors Aang Kuvaeni Aang Kuvaeni ABDUL MANAF Afifudin Rahman Agustian, Sahid AHMAD JUNAEDI Ahmad Zahid Alamsyah, Muhamad Alwi Andes Andes Andi Irawan Anisa Arlinda Putri Annisa Marliyani Arif K Wijayanto Bambang Riadi Budi Susetyo Budi Susetyo Budiharjo Budiharjo, Budiharjo Damanhuri, Nuri Abiyyah Damayanti, Intan Darwin Noviansyah Dewi Primasari Diah Adawiyah Dimas Mulya Saputra Disti Ayu Sadewa Dr. Budi Susetyo, Ir. , M. Sc Evi Novianti Fahrezi, Muhamad Azmi Faisal Fakhri Anara Fauzia, Vynnie Firdaus, Rizky Awaludin Firmansyah, Muhamad Geni Fitrah Satrya F.K Freza Riana Gibtha Fitri Laxmi Gustiawan, Ridho Hadjimartsu, Sahid Agustian Hafidz Hafidz Hakiki, Muhamad Rafi Haorah Haorah Hendriawan Nur, Wawan Iksal Yanuarsyah Iman Nugraha Setiady Imarananda Putri Imran Indarti Indarti`` Irma Damayanti Islahiyah Islahiyah Ismamudi Ismamudi Janaqi M. F Kamali, Alviyan Badro Lestari, Nur Annisa Indah Luthfi Khoirun Nisa M Veruj Abdul Wadud Mahfudoh Tunisa Marimin , Maya Azzahra Miftahul B.R. Khamid Mova R Sianturi muhamad iqbal Muhammad Iqbal Muhammad Ramdhan Muhammad, Rizky Mustofa Al Mujahidin Nazar, Muarief Ahlun Noviansyah, Darwin Nurandi Rachim, Yusril Nurfajar Noviana Gumelar, Muhammad Nurhakim Ar Rafei, Fauza Nurul Kamilah Nurul Kamilah Nurul Karmilah Ocky . Purwantoro, Susilo Adi Puspa Eosina Putri, Monika Rafli Farhan, Muhamad Rahmatullah, Andhika Ramadhan, Alfarisi Ratu Yustika Rini Rena Rena Risky Ramdhani Hidayatullah Riyadi Syahardani Rizky Haerudin, Asep Rudi Hariyanto Sahid Agustian Hudjimartsu Sahid Agustian2 Santun R.P. Sitorus Satriyah Triyastati Shinta Damayanti Sinta Lestari Sinta Lestari, Sinta Siti Nurjanah Sultoni - Suria Darma Tarigan Trisna Mukti Wadud, M Veruj Abdul Wahyudi, Ikmal Waluyo Wanahad, Udin Wulandari, Berlina Yana Armanto, Devi Yayan Hadiyat Yeni Lasmawati