A similarity distance-based space-time random forest model for estimating PM2. 5 concentrations over China
S Guan, X Zhang, W Zhao, Y Duan, S Yang… - Atmospheric …, 2023 - Elsevier
China has experienced persistent fine particulate matter (PM 2.5) pollution for the past few
years, which adversely affects both physical and mental health. The availability of high …
years, which adversely affects both physical and mental health. The availability of high …
On the opportunities of green computing: A survey
Artificial Intelligence (AI) has achieved significant advancements in technology and research
with the development over several decades, and is widely used in many areas including …
with the development over several decades, and is widely used in many areas including …
Constructing a spatiotemporally coherent long-term PM2. 5 concentration dataset over China during 1980–2019 using a machine learning approach
The lack of long-term observations and satellite retrievals of health-damaging fine
particulate matter in China has demanded the estimates of historical PM 2.5 (particulate …
particulate matter in China has demanded the estimates of historical PM 2.5 (particulate …
Long time series ozone prediction in China: A novel dynamic spatiotemporal deep learning approach
W Mao, L Jiao, W Wang - Building and Environment, 2022 - Elsevier
Ozone pollution is a global environmental problem becoming increasingly prominent in
China. It is of great significance to achieve long-term and high-precision ground-level ozone …
China. It is of great significance to achieve long-term and high-precision ground-level ozone …
[HTML][HTML] Visibility-derived aerosol optical depth over global land from 1959 to 2021
H Hao, K Wang, C Zhao, G Wu… - Earth System Science …, 2024 - essd.copernicus.org
Long-term and high spatial resolution aerosol optical depth (AOD) data are essential for
climate change detection and attribution. Global ground-based AOD observations are …
climate change detection and attribution. Global ground-based AOD observations are …
Benefits of refined NH3 emission controls on PM2. 5 mitigation in Central China
Z Zhang, Y Yan, S Kong, Q Deng, S Qin, L Yao… - Science of the Total …, 2022 - Elsevier
Atmospheric ammonia (NH 3) is one of the most crucial precursors of secondary inorganic
aerosols. However, its emission control is still weakness over China. NH 3 emission …
aerosols. However, its emission control is still weakness over China. NH 3 emission …
Prediction of daily PM2. 5 and ozone based on high-density weather stations in China: Nonlinear effects of meteorology, human and ecosystem health risks
L Wang, B Liu, R Li, X Chen, L Liu, X Tang, J Liu… - Atmospheric …, 2023 - Elsevier
In recent decade, despite the implementation of strict emission reductions, PM 2.5 and
surface ozone (O 3) in China are still at high pollution level. In this study, based on …
surface ozone (O 3) in China are still at high pollution level. In this study, based on …
Synergistic data fusion of satellite observations and in-situ measurements for hourly PM2. 5 estimation based on hierarchical geospatial long short-term memory
PM 2.5 as a primary air pollutant has adverse effects on the environment and public health.
The air quality monitoring stations are distributed sparsely and unevenly, making it difficult to …
The air quality monitoring stations are distributed sparsely and unevenly, making it difficult to …
Avoidable mortality due to long-term exposure to PM2.5 in Colombia 2014–2019
LA Rodriguez-Villamizar, LC Belalcazar-Ceron… - Environmental …, 2022 - Springer
Objective To compare estimates of spatiotemporal variations of surface PM2. 5
concentrations in Colombia from 2014 to 2019 derived from two global air quality models, as …
concentrations in Colombia from 2014 to 2019 derived from two global air quality models, as …
[PDF][PDF] 紫外多波长激光雷达的臭氧和气溶胶同步观测研究
赵忆睿， 曹念文， 贾鹏程， 沈吉 - Laser & Optoelectronics …, 2022 - researching.cn
摘要为了获取大气复合污染下臭氧和气溶胶的垂直分布信息, 利用紫外多波长激光雷达对河北
望都县进行了臭氧和气溶胶的同步观测. 结果表明: 双波长差分吸收反演算法中大气后向散射项 …
望都县进行了臭氧和气溶胶的同步观测. 结果表明: 双波长差分吸收反演算法中大气后向散射项 …