3 papers
stat.AP2026
Geographically Weighted Regression for Air Quality Low-Cost Sensor Calibration
Jean-Michel Poggi, Bruno Portier, Emma Thulliez
This article focuses on the use of Geographically Weighted Regression (GWR) method to correct air quality low-cost sensors measurements. Those sensors are of major interest in the…
stat.AP2026
Using low-cost sensors to improve NO2 concentration maps derived from physico-chemical models
Emma Thulliez, Camille Coron
Urban air quality is a major concern today. Concentrations of pollutants, such as nitrogen dioxide, must be monitored to ensure that they do not exceed hazardous thresholds. For th…
stat.AP2025
Debiasing physico-chemical models in air quality monitoring by combining different pollutant concentration measures
Benjamin Auder, Camille Coron, Jean-Michel Poggi +1
Air quality monitoring requires to produce accurate estimation of nitrogen dioxide or fine particulate matter concentration maps, at different moments. A typical strategy is to com…