Calibration of miniature air quality detector monitoring data with PCA–RVM–NAR combination model

Abstract The development of miniature air quality detectors makes it possible for humans to monitor air quality in real time and grid. However, the accuracy of measuring pollutants by miniature air quality detectors needs to be improved. In this paper, the PCA–RVM–NAR combined model is proposed to c...

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Bibliographic Details
Main Authors: Bing Liu, Yirui Zhang
Format: Article
Language:English
Published: Nature Portfolio 2022-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-13531-4