The Concentration Weighted Trajectory (CWT) model is a well-known tool which combines the residence time (trajectory points) of air masses over specific regions with ambient concentrations of air pollutants, aiming to identify potential long range transport impacts. An upgraded 3D-version of CWT model (3D-CWT), investigating not only the geographical origin of the exogenous emissions but also the altitudinal layers in which the transport occurs, was developed and coupled with PM-bound concentrations of water soluble ions (nss- SO (non-sea salt sulfates), NO, Cl, NH, Na, Mg, Ca and K) for the years 2017-2018, derived by the Auchencorth Moss supersite in Southeast Scotland, United Kingdom (UK). The 3D-CWT model was implemented in two distinct altitudinal layers above ground level (0 m ≤ Layer 1 < 1000 m, 1000 m ≤ Layer 2 < 2000 m), because few trajectory points exceeded the 2000 m limit. Transport of Secondary Inorganic Aerosols (SIA) from South - Southeast England were detected in both vertical layers, affecting SO, NO, and NH levels, whilst SIA intrusions from Northwest Europe were detected in Layer 2. Sea salt particle transport from North Atlantic and the North Sea, comprising Cl, Na and Mg, were detected in both layers whilst K contributions from Southeast England were also detected in both layers, suggesting also impacts from biomass burning. Moreover particle transport of a crustal origin, marked by Ca enhancement, mainly occurred in layer 1 and included soil/dust resuspension from areas around the station and infrequent dust intrusions from the Sahara desert.

Download full-text PDF

Source
http://dx.doi.org/10.1016/j.chemosphere.2021.129979DOI Listing

Publication Analysis

Top Keywords

cwt model
12
water soluble
8
soluble ions
8
auchencorth moss
8
moss supersite
8
weighted trajectory
8
trajectory cwt
8
altitudinal layers
8
sources pm-bound
4
pm-bound water
4

Similar Publications

The returns-connectedness between environment, social, and governance funds and biofuels.

J Environ Manage

January 2025

School of Management, China Institute for Studies in Energy Policy, Collaborative Innovation Center for Energy Economics and Energy Policy, Xiamen University, Fujian, 361005, China. Electronic address:

This study investigates the returns-connectedness (RC) between Environmental, Social, and Governance (ESG) funds and biofuel markets. RC analysis helps stakeholders understand the role of ESG funds in promoting biofuel transitions. Using econometric models such as the Time-Varying Parameter Vector AutoRegressive (TVP-VAR) and Continuous Wavelet Transform (CWT), we examine RC with data from January 2019 to December 2023.

View Article and Find Full Text PDF

A method is proposed for fault classification in milling machines using advanced image processing and machine learning. First, raw data are obtained from real-world industries, representing various fault types (tool, bearing, and gear faults) and normal conditions. These data are converted into two-dimensional continuous wavelet transform (CWT) images for superior time-frequency localization.

View Article and Find Full Text PDF

To realize abnormal-sound diagnosis in hydroelectric generating units, this study proposes a method based on continuous wavelet transform (CWT) and Transfer Learning (TL). A denoising algorithm utilizing spectral noise-gate technology is proposed to enhance fault characteristics in hydroelectric units. Subsequently, Continuous Wavelet Transform is applied to obtain frequency components, and the results are converted into a series of pseudo-color images to highlight information differences.

View Article and Find Full Text PDF

[Analysis of Ozone Pollution Characteristics and Transmission Pathways in the Main Urban Area of Urumqi].

Huan Jing Ke Xue

December 2024

Taklamakan National Station of Field Scientific Observation and Research for Desert Meteorology in Xinjiang, Xinjiang Key Laboratory of Desert Meteorology and Sandstorm, China Meteorological Administration Key Laboratory of Physical and Chemical Research on Tree Annuli, Atmospheric Background Field Science Test Base of China Meteorological Administration, China Meteorological Administration Urumqi Desert Meteorological Research Institute, Urumqi 830002, China.

Global climate change is becoming increasingly crucial. With the continuous strengthening of environmental supervision and governance in China, the haze (O) weather mainly caused by PM pollution has gradually improved, while the emissions of invisible ozone pollutants have been increasing annually. In particular, the problem of near-ground ozone pollution is more crucial, which poses a severe threat to urban production, life, and health of people.

View Article and Find Full Text PDF

Fusing CNNs and attention-mechanisms to improve real-time indoor Human Activity Recognition for classifying home-based physical rehabilitation exercises.

Comput Biol Med

January 2025

Faculty of Computer Science, October University for Modern Sciences and Arts (MSA), Egypt; Human-Computer Interaction (HCI-LAB), Faculty of Computing and Artificial Intelligence, Helwan University, Egypt. Electronic address:

Physical rehabilitation plays a critical role in enhancing health outcomes globally. However, the shortage of physiotherapists, particularly in developing countries where the ratio is approximately ten physiotherapists per million people, poses a significant challenge to effective rehabilitation services. The existing literature on rehabilitation often falls short in data representation and the employment of diverse modalities, limiting the potential for advanced therapeutic interventions.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!