Predicting air quality with deep learning LSTM: Towards comprehensive models
R Navares, JL Aznarte - Ecological Informatics, 2020 - Elsevier
In this paper we approach the problem of predicting air quality in the region of Madrid using
long short term memory recurrent artificial neural networks. Air quality, in this study, is …
long short term memory recurrent artificial neural networks. Air quality, in this study, is …
Air quality forecasting using artificial neural networks with real time dynamic error correction in highly polluted regions
Air pollution is an important issue, especially in megacities across the world. There are
emission sources within and also in the regions around these cities, which cause …
emission sources within and also in the regions around these cities, which cause …
Mobile monitoring of urban air quality at high spatial resolution by low-cost sensors: impacts of COVID-19 pandemic lockdown
S Wang, Y Ma, Z Wang, L Wang, X Chi… - Atmospheric …, 2021 - acp.copernicus.org
The development of low-cost sensors and novel calibration algorithms provides new hints to
complement conventional ground-based observation sites to evaluate the spatial and …
complement conventional ground-based observation sites to evaluate the spatial and …
Unveiling the importance of VOCs from pesticides applicated in main crops for elevating ozone concentrations in China
S Chen, Y He, M Jiang, Q You, X Ma, Z Xu… - Journal of Hazardous …, 2024 - Elsevier
Volatile organic compounds (VOCs) are considered as important precursors of ozone in the
air, while the contribution of VOCs from pesticide application (PVOCs) to ozone production is …
air, while the contribution of VOCs from pesticide application (PVOCs) to ozone production is …
Sensitivity of air quality model responses to emission changes: comparison of results based on four EU inventories through FAIRMODE benchmarking methodology
Despite the application of an increasingly strict EU air quality legislation, air quality remains
problematic in large parts of Europe. To support the abatement of these remaining problems …
problematic in large parts of Europe. To support the abatement of these remaining problems …
The long-term assessment of air quality on an island in Malaysia
This study aims to evaluate the air quality on Langkawi Island, a famous tourist destination in
Malaysia, using 13 years of data (1999–2011) recorded by the Malaysian Department of …
Malaysia, using 13 years of data (1999–2011) recorded by the Malaysian Department of …
Use of GLM approach to assess the responses of tropical trees to urban air pollution in relation to leaf functional traits and tree characteristics
A Mukherjee, M Agrawal - Ecotoxicology and environmental safety, 2018 - Elsevier
Responses of urban vegetation to air pollution stress in relation to their tolerance and
sensitivity have been extensively studied, however, studies related to air pollution responses …
sensitivity have been extensively studied, however, studies related to air pollution responses …
[HTML][HTML] Examining the sensitivity of ozone to NOx and VOCs in the Salt Lake City urban region from spatiotemporal patterns observed using stationary and mobile …
Ozone (O 3) is a secondary atmospheric pollutant that can adversely impact human health,
with production rates dependent on chemical precursors such as nitrogen oxides (NOx) …
with production rates dependent on chemical precursors such as nitrogen oxides (NOx) …
Solution to the problem of calibration of low-cost air quality measurement sensors in networks
G Miskell, JA Salmond, DE Williams - ACS sensors, 2018 - ACS Publications
We provide a simple, remote, continuous calibration technique suitable for application in a
hierarchical network featuring a few well-maintained, high-quality instruments (“proxies”) …
hierarchical network featuring a few well-maintained, high-quality instruments (“proxies”) …
[HTML][HTML] Laboratory and field ageing of SBS modified bitumen: Chemical properties and microstructural characterization
Abstract Styrene-butadiene-styrene (SBS) modified bitumen is a widely-used civil
engineering material with a variety of applications. The properties and durability of bitumen …
engineering material with a variety of applications. The properties and durability of bitumen …