Spatiotemporal Prediction of $$PM_{2.5}$$ Concentrations Based on IoT Sensors

Bekkar, Abdellatif; Hssina, Badr; Douzi, Samira; Douzi, Khadija

doi:10.1007/978-3-030-90618-4_10

AI and IoT for Sustainable Development in Emerging Countries

2022

DOI: 10.1007/978-3-030-90618-4_10

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Spatiotemporal Prediction of $$PM_{2.5}$$ Concentrations Based on IoT Sensors

Abdellatif Bekkar

Badr Hssina

Samira Douzi

et al.

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2024

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Cited by 1 publication

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Forecasting Ozone Levels in Morocco

Bekkar,

Hssina,

Douzi

et al. 2024

Advancements in Climate and Smart Environment Technology

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Ozone pollution poses a significant environmental and health challenge in Marrakech, Morocco, intensified by urban and industrial growth. This study compares two statistical models, SARIMA and Facebook Prophet, for accurate O3-level forecasting in Marrakech. Through time series analysis, we assess their performance using metrics like MAE, MAPE, and RMSE. The findings highlight the Facebook Prophet model's superior accuracy, attributed to its better handling of seasonality and adaptability to unusual events. This research aids environmental and public health efforts in Marrakech by offering insights into ozone trends, supporting informed policymaking to combat ozone pollution.

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Forecasting Ozone Levels in Morocco

Bekkar,

Hssina,

Douzi

et al. 2024

Advancements in Climate and Smart Environment Technology

View full text Add to dashboard Cite

show abstract

scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.

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Spatiotemporal Prediction of $$PM_{2.5}$$ Concentrations Based on IoT Sensors

Cited by 1 publication

References 15 publications

Forecasting Ozone Levels in Morocco

Forecasting Ozone Levels in Morocco

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