Applications of remote sensing vis-à-vis machine learning in air quality monitoring and modelling: a review

FT Bahadur, SR Shah, RR Nidamanuri - Environmental Monitoring and …, 2023 - Springer
Environmental contamination especially air pollution is an exponentially growing menace
requiring immediate attention, as it lingers on with the associated risks of health, economic …

Verification of the perception of the local community concerning air quality using ADMS-roads modeling

K Szopińska, A Cienciała, A Bieda, J Kwiecień… - International journal of …, 2022 - mdpi.com
Road transport is one among the sources of air pollution in a city, which results in lowering
the comfort of life and increases the occurrence of respiratory diseases. The level of …

Adaptive weighted least squares (AWLS): A new vector-based model to improve urban population estimation at small-area scale using morphology and attractiveness …

M Sadeghi, M Karimi, H Rabiei-Dastjerdi, D Sarkar - Applied Geography, 2023 - Elsevier
Fine-resolution urban population mapping is vital for many applications, including urban
planning and disaster management. However, these data are rarely available. Despite the …

A novel hyperspectral remote sensing technique with hour-hectometer level horizontal distribution of trace gases: To accurately identify emission sources

C Lu, Q Li, C Xing, Q Hu, W Tan, H Lin, J Lin… - Journal of Remote …, 2023 - spj.science.org
High spatial-temporal resolution distribution of atmospheric gaseous pollutant is an
important basis for tracing its emission, transport, and transformation. Typical methods for …

An ensemble model-based estimation of nitrogen dioxide in a southeastern coastal region of China

S He, H Dong, Z Zhang, Y Yuan - Remote Sensing, 2022 - mdpi.com
NO2 (nitrogen dioxide) is a common pollutant in the atmosphere that can have serious
adverse effects on the health of residents. However, the existing satellite and ground …

Green space coverage versus air pollution: a cloud-based remote sensing data analysis in Sichuan, Western China

A Naboureh, A Li, J Bian, G Lei, X Nan… - … Journal of Digital …, 2024 - Taylor & Francis
Air pollution is the greatest health risk to human health, as acknowledged in several
Sustainable Development Goals (SDG), such as SDG-1, SDG-3, SDG-7, and SDG-11 …

Air Pollution Patterns Mapping of SO2, NO2, and CO Derived from TROPOMI over Central-East Europe

B Wieczorek - Remote Sensing, 2023 - mdpi.com
The analysis of changes in the level of air pollution concentration allows for the control of air
quality and its compliance with the normative requirements. Currently, every country in …

Environmental conditions in middle eastern megacities: A comparative spatiotemporal analysis using remote sensing time series

S Mohammadi, M Saber, S Amini, MA Mostafavi… - Remote Sensing, 2022 - mdpi.com
Rapid and timely evaluation and monitoring of the urban environment has gained significant
importance in understanding the state of urban sustainability in metropolises. Multi-source …

[PDF][PDF] Spatial Distribution of PM10and NO2 in Ambient Air Quality in Cape Town CBD, South Africa.

O Ndletyana, BS Madonsela… - Nature Environment & …, 2023 - researchgate.net
Fixed air quality monitoring stations generally monitor the air quality in developing countries.
However, this practice, in addition to being costly, inherently contains drawbacks associated …

Identification of NOx emissions and source characteristics by TROPOMI observations–A case study in north-central Henan, China

H Sheng, L Fan, M Chen, H Wang, H Huang… - Science of The Total …, 2024 - Elsevier
With the development of industries, air pollution in north-central Henan is becoming
increasingly severe. The TROPOspheric Monitoring Instrument (TROPOMI) provides …