A data calibration method for micro air quality detectors based on a LASSO regression and NARX neural network combined model
B Liu, Y **, D Xu, Y Wang, C Li - Scientific Reports, 2021 - nature.com
Studies have shown that there is a certain correlation between air pollution and various
human diseases, especially lung diseases, so it is very meaningful to monitor the …
human diseases, especially lung diseases, so it is very meaningful to monitor the …
Application of RR-XGBoost combined model in data calibration of micro air quality detector
B Liu, X Tan, Y **, W Yu, C Li - Scientific Reports, 2021 - nature.com
Grid monitoring is the current development direction of atmospheric monitoring. The micro
air quality detector is of great help to the grid monitoring of the atmosphere, so higher …
air quality detector is of great help to the grid monitoring of the atmosphere, so higher …
Research on data correction method of micro air quality detector based on combination of partial least squares and random forest regression
B Liu, W Yu, Y Wang, Q Lv, C Li - Ieee Access, 2021 - ieeexplore.ieee.org
The issue of air quality has attracted more and more attention. The main methods for
monitoring the concentration of pollutants in the air include national monitoring station …
monitoring the concentration of pollutants in the air include national monitoring station …
Advancing sustainable air quality through calibration of miniature air quality monitors with SRA-SVR combined model
X Wang - Frontiers in Environmental Science, 2024 - frontiersin.org
Effective calibration of miniature air quality monitor measurements is an important task to
ensure accurate measurements and guarantee sustainable air quality. The aim of this study …
ensure accurate measurements and guarantee sustainable air quality. The aim of this study …
Re-calibrating measurements of low-cost air quality monitors using PCR-GPR air quality forecasting models
B Liu, S Yang, J Wang - PloS one, 2025 - journals.plos.org
As a key tool for real-time monitoring of air pollutant concentrations, the chemical sensor, the
core component of the low-cost Air Quality Monitor (AQM), is susceptible to a variety of …
core component of the low-cost Air Quality Monitor (AQM), is susceptible to a variety of …
A framework to spatially cluster air quality monitoring stations in Peninsular Malaysia using the hybrid clustering method
Multiple variables must be analyzed in order to assess air quality trends. It turns into a
multidimensional issue that calls for dynamic methods. In order to provide an improved …
multidimensional issue that calls for dynamic methods. In order to provide an improved …
A method for calibrating measurement data of a micro air quality monitor based on MLR-BRT-ARIMA combined model
B Liu, P Jiang - RSC advances, 2023 - pubs.rsc.org
A micro air quality monitor can realize grid monitoring and real-time monitoring of air
pollutants. Its development can effectively help human beings to control air pollution and …
pollutants. Its development can effectively help human beings to control air pollution and …
Multi Kernel Support Vector Machine for Particulate Matter Estimation
The presence of particulate matter, in the atmospheric environment, affects the health of
living creatures as well as the ecosystem. Estimation of particulate matter has become one …
living creatures as well as the ecosystem. Estimation of particulate matter has become one …
[PDF][PDF] Bioscience Research
NA Azizan, A Azid, AAK Meramat, AS Othman… - isisn.org
This study focused on the pattern recognition of Malaysian air quality based on seven air
quality parameters in 47 monitoring stations in Peninsular Malaysia for two years (2018 …
quality parameters in 47 monitoring stations in Peninsular Malaysia for two years (2018 …