Hümeyra BOLAKAR TOSUN

Baseline-aware monthly PM10 prediction in Istanbul and Ankara: a city-level panel study comparing persistence, AR(1), and random forest models

Monthly PM 10 prediction was evaluated for Istanbul and Ankara with a 2020 − 2023 city-month panel combining air-quality, meteorological, and traffic-intensity variables. The calendar index comprised 96 city-months, of which 92 had observed PM 10 . Missing PM 10 targets were excl...