Jurnal Ilmiah
Tahun 2023
Machine Learning & AI
PM2.5 Estimation using Machine Learning Models and Satellite Data: A Literature Review
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Dr. Mitra Unik, S.Kom., M.Kom, Hafiz Azhari
Terbit: 30 May 2023
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Abstrak Penelitian
Kajian literatur sistematis komprehensif mengenai metode machine learning (Random Forest, XGBoost, Support Vector Machine, dan Deep Neural Networks) dalam estimasi konsentrasi PM2.5 menggunakan data satelit aerosol optical depth (AOD) dari MODIS dan Himawari-8, dengan analisis perbandingan performa model global vs regional tropis.
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Format Sitasi Akademik
Dr. Mitra Unik, S.Kom., M.Kom, Hafiz Azhari (2023). "PM2.5 Estimation using Machine Learning Models and Satellite Data: A Literature Review". International Journal of Advanced Computer Science and Applications (IJACSA), Vol. 14 No. 5 - Scopus Q3 / WoS. https://doi.org/10.14569/IJACSA.2023.01405102