Deep learning for air pollutant concentration prediction: A review

B Zhang, Y Rong, R Yong, D Qin, M Li, G Zou… - Atmospheric …, 2022 - Elsevier
Air pollution has become one of the critical environmental problem in the 21st century and
has attracted worldwide attentions. To mitigate it, many researchers have investigated the …

SmartAirQ: A big data governance framework for urban air quality management in smart cities

A Kaginalkar, S Kumar, P Gargava… - Frontiers in …, 2022 - frontiersin.org
Rapid urbanization across the world has put an enormous burden on our environment.
Cities from develo** countries, in particular, are experiencing high air pollution levels. To …

Improving PM2.5 prediction in New Delhi using a hybrid extreme learning machine coupled with snake optimization algorithm

A Masood, MM Hameed, A Srivastava, QB Pham… - Scientific Reports, 2023 - nature.com
Abstract Fine particulate matter (PM2. 5) is a significant air pollutant that drives the most
chronic health problems and premature mortality in big metropolitans such as Delhi. In such …

Observational evidence of elevated smoke layers during crop residue burning season over Delhi: Potential implications on associated heterogeneous PM2. 5 …

A Mhawish, C Sarangi, P Babu, M Kumar… - Remote Sensing of …, 2022 - Elsevier
Abstract Post monsoonal agricultural Crop Residue Burning (CRB) over northwestern India
is believed to severely affect the air quality of the megacity of Delhi. However, the …

Characteristics of VOC composition at urban and suburban sites of New Delhi, India in winter

N Tripathi, LK Sahu, L Wang, P Vats… - Journal of …, 2022 - Wiley Online Library
Simultaneous measurements of volatile organic compounds (VOCs) using two PTR‐TOF‐
MS instruments were conducted at urban and suburban sites of New Delhi during the winter …

Enhanced secondary aerosol formation driven by excess ammonia during fog episodes in Delhi, India

P Acharja, K Ali, SD Ghude, V Sinha, B Sinha… - Chemosphere, 2022 - Elsevier
Abstract The Indo-Gangetic Plain (IGP) has high wintertime fine aerosol loadings that
significantly modulate the widespread fog formation and sustenance. Here, we investigate …

Evaluation of WRF-Chem-simulated meteorology and aerosols over northern India during the severe pollution episode of 2016

P Agarwal, DS Stevenson… - Atmospheric Chemistry and …, 2024 - acp.copernicus.org
We use a state-of-the-art regional chemistry transport model (WRF-Chem v4. 2.1) to simulate
particulate air pollution over northern India during September–November 2016. This period …

[HTML][HTML] Low-cost nature-inspired deep learning system for PM2. 5 forecast over Delhi, India

D Pruthi, Y Liu - Environment International, 2022 - Elsevier
Air quality has a tremendous impact on India's health and prosperity. Air quality models are
crucial tools for surveying and projecting air pollution episodes, which can be used to issue …

[HTML][HTML] WiFEX: walk into the warm fog over Indo-Gangetic Plain region

SD Ghude, RK Jenamani, R Kulkarni… - Bulletin of the …, 2023 - journals.ametsoc.org
Acharja, P., K. Ali, SD Ghude, V. Sinha, B. Sinha, R. Kulkarni, I. Gultepe, and MN Rajeevan,
2022: Enhanced secondary aerosol formation driven by excess ammonia during fog …

Is a more physical representation of aerosol chemistry needed for fog forecasting?

M Bhowmik, A Hazra, SD Ghude… - Quarterly Journal of …, 2024 - Wiley Online Library
With the changing climate, the study of fog formation is essential due to the impact of the
complexity of natural and anthropogenic aerosols. The evolution of the droplet size …