[HTML][HTML] Assessment of climatic influences on net primary productivity along elevation gradients in temperate ecoregions
Elevation gradients significantly influence net primary productivity (NPP), but the relationship
between elevation, climate variables, and vegetation productivity remains underexplored …
between elevation, climate variables, and vegetation productivity remains underexplored …
Improving the quantification of fine particulates (PM2. 5) concentrations in Malaysia using simplified and computationally efficient models
Air pollution assessment in urban and rural areas is really challenging due to high spatio-
temporal variability of aerosols and pollutants and the uncertainties in measurements and …
temporal variability of aerosols and pollutants and the uncertainties in measurements and …
Deep optimization of water quality index and positive matrix factorization models for water quality evaluation and pollution source apportionment using a random forest …
H Zhang, X Ren, S Chen, G Xie, Y Hu, D Gao… - Environmental …, 2024 - Elsevier
Effective evaluation of water quality and accurate quantification of pollution sources are
essential for the sustainable use of water resources. Although water quality index (WQI) and …
essential for the sustainable use of water resources. Although water quality index (WQI) and …
Modeling spatial–temporal variability of PM2. 5 concentrations in Belt and Road Initiative (BRI) region via functional adaptive density approach
MA Hael - Environmental Science and Pollution Research, 2023 - Springer
The rapid development of the Belt and Road Initiative (BRI) has led to severe air pollution
dominated by PM2. 5 concentrations which can cause a profound negative impact on …
dominated by PM2. 5 concentrations which can cause a profound negative impact on …
Deriving PM2.5 from satellite observations with spatiotemporally weighted tree-based algorithms: enhancing modeling accuracy and interpretability
Tree-based machine learning algorithms, such as random forest, have emerged as effective
tools for estimating fine particulate matter (PM2. 5) from satellite observations. However, they …
tools for estimating fine particulate matter (PM2. 5) from satellite observations. However, they …
[HTML][HTML] Identifying the spatiotemporal dynamics of PM2. 5 concentration and its implications for national sustainable development experimental zone of China
XX Wang, L Qu, X Zhang, Y Liang - Environmental and Sustainability …, 2024 - Elsevier
The accelerated pace of urbanization and industrialization in China has given rise to air
pollution in the form of PM 2.5. This pollution poses significant threats to the atmospheric …
pollution in the form of PM 2.5. This pollution poses significant threats to the atmospheric …
Estimation of hourly one square kilometer fine particulate matter concentration over Thailand using aerosol optical depth
P Punpukdee, E Winijkul, PP Kyaw… - Frontiers in …, 2024 - frontiersin.org
In the recent years, concentration of fine particulate matter that are 2.5 microns or less in
diameter (PM2. 5) in Thailand has consistently exceeded the national ambient air quality …
diameter (PM2. 5) in Thailand has consistently exceeded the national ambient air quality …
Estimating visibility and understanding factors influencing its variations at Bangkok airport using machine learning and a game theory–based approach
N Aman, S Panyametheekul, S Sudhibrabha… - … Science and Pollution …, 2024 - Springer
In this study, six individual machine learning (ML) models and a stacked ensemble model
(SEM) were used for daytime visibility estimation at Bangkok airport during the dry season …
(SEM) were used for daytime visibility estimation at Bangkok airport during the dry season …
Estimating Ground-level Hourly PM2.5 Concentrations in Thailand using Satellite Data: A Log-linear Model with Sum Contrast Analysis
This study introduces a novel method for estimating hourly concentrations of particulate
matter 2.5 μm (PM 2.5) using satellite data. The pollution control department of Thailand …
matter 2.5 μm (PM 2.5) using satellite data. The pollution control department of Thailand …
A continuous 2011–2022 record of fine particulate matter (PM2.5) in East Asia at daily 2-km resolution from geostationary satellite observations: population exposure …
We construct a continuous 24-h daily fine particulate matter (PM 2.5) record with 2× 2 km 2
resolution over eastern China, South Korea, and Japan for 2011–2022 by applying a …
resolution over eastern China, South Korea, and Japan for 2011–2022 by applying a …