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Air quality

Machine learning framework for forecasting air pollution: Evaluating seasonal and climatic influences in Istanbul, Turkey

Nadia AL-Rousan, Hazem Al-Najjar, Ismail A. Elhaty

Regional PM_2.5 pollution forecasting using a hybrid model based on multi-scales feature fusion and deep learning algorithms

Yong Zhang, Wenya Zhang, Bo Wu, Weichen Yi

Machine learning-based forecasting of air quality index under long-term environmental patterns: A comparative approach with XGBoost, LightGBM, and SVM

Sevtap Tırınk

Exploring regional air pollution transition dynamics: A multi-state markov model approach

Md. Ismail Hossain, Shuvongkar Sarkar, Md. Injamul Haq Methun, Azizur Rahman

Efficient multi-station air quality prediction in Delhi with wavelet and optimization-based models

Lakshmi Sankar, Krishnamoorthy Arasu

Filling gaps in PM2.5 time series: A broad evaluation from statistical to advanced neural network models

Ruslan Safarov, Zhanat Shomanova, [ ... ], Ruslan Kamatov

Exploring the association between socioeconomic status and cardiopulmonary exercise testing measures: A cohort study based on routinely collected data

Donna Shrestha, Nicholas A. Wisely, [ ... ], Christopher J. Gaffney

Effects of germicidal far-UVC on ozone and particulate matter in a conference room

Farideh Hosseini Narouei, Zifeng Tang, [ ... ], V. Faye McNeill

STGATN: A novel spatiotemporal graph attention network for predicting pollutant concentrations at multiple stations

Huazhen Xu, Wei Song, [ ... ], Guojian Zou

The spatial and dynamic impact of air pollution on public health: Evidence from China 2000–2021

YuMing Qin, XueQin Lin, Ye Duan

Quantitative attribution of spatio-temporal pattern of pm2.5 concentration based on geodetector and GWR model: Evidence from China’s three major urban agglomerations

Zeduo Zou, Xiuyan Zhao, [ ... ], Chunshan Zhou

Seasonal and periodic patterns of PM2.5 in Manhattan using the variable bandpass periodic block bootstrap

Yanan Sun, Edward L. Valachovic

Atmospheric pollution in Ulaanbaatar: Persistence and long-run trends

Ariundelger Ariunsaikhan, Chultem Batbold, Sonomdagva Chonokhuu, Luis Alberiko Gil-Alana

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