A review of clustering techniques and developments
This paper presents a comprehensive study on clustering: exiting methods and
developments made at various times. Clustering is defined as an unsupervised learning …
developments made at various times. Clustering is defined as an unsupervised learning …
Interaction Between Planetary Boundary Layer and PM2.5 Pollution in Megacities in China: a Review
Abstract Purpose of Review During the past decades, the number and size of megacities
have been growing dramatically in China. Most of Chinese megacities are suffering from …
have been growing dramatically in China. Most of Chinese megacities are suffering from …
Machine learning in weather prediction and climate analyses—applications and perspectives
B Bochenek, Z Ustrnul - Atmosphere, 2022 - mdpi.com
In this paper, we performed an analysis of the 500 most relevant scientific articles published
since 2018, concerning machine learning methods in the field of climate and numerical …
since 2018, concerning machine learning methods in the field of climate and numerical …
[HTML][HTML] Local and synoptic meteorological influences on daily variability in summertime surface ozone in eastern China
Ozone pollution in China is influenced by meteorological processes on multiple scales.
Using regression analysis and weather classification, we statistically assess the impacts of …
Using regression analysis and weather classification, we statistically assess the impacts of …
Winter particulate pollution severity in North China driven by atmospheric teleconnections
Elevated levels of particulate matter in the atmosphere are hazardous to human health and
the environment. Severe particulate pollution days, with daily mean PM2. 5 concentrations …
the environment. Severe particulate pollution days, with daily mean PM2. 5 concentrations …
Classification of summertime synoptic patterns in Beijing and their associations with boundary layer structure affecting aerosol pollution
Meteorological conditions within the planetary boundary layer (PBL) are closely governed
by large-scale synoptic patterns and play important roles in air quality by directly and …
by large-scale synoptic patterns and play important roles in air quality by directly and …
Contrasting climate change impact on river flows from high-altitude catchments in the Himalayan and Andes Mountains
S Ragettli, WW Immerzeel… - Proceedings of the …, 2016 - National Acad Sciences
Mountain ranges are the world's natural water towers and provide water resources for
millions of people. However, their hydrological balance and possible future changes in river …
millions of people. However, their hydrological balance and possible future changes in river …
Cost733cat–A database of weather and circulation type classifications
A new database of weather and circulation type catalogs is presented comprising 17
automated classification methods and five subjective classifications. It was compiled within …
automated classification methods and five subjective classifications. It was compiled within …
Assessment of wind and solar PV local complementarity for the hybridization of the wind power plants installed in Portugal
A Couto, A Estanqueiro - Journal of Cleaner Production, 2021 - Elsevier
To decarbonize electrical power systems, it is essential to incorporate a high share of
variable renewable energy sources while minimizing their costs. An important step towards …
variable renewable energy sources while minimizing their costs. An important step towards …
The impact of circulation patterns on regional transport pathways and air quality over Beijing and its surroundings
This study investigated the air pollution characteristics of synoptic-scale circulation in the
Beijing megacity, and provided quantitative evaluation of the impacts of circulation patterns …
Beijing megacity, and provided quantitative evaluation of the impacts of circulation patterns …