A machine learning calibration model using random forests to improve sensor performance for lower-cost air quality monitoring

by N. Zimmerman, A. A. Presto, S. P. N. Kumar, J. Gu, A. Hauryliuk, E. S. Robinson, A. L. Robinson, R. Subramanian
Published 2018-01-01

Development of a general calibration model and long-term performance evaluation of low-cost sensors for air pollutant gas monitoring

by C. Malings, R. Tanzer, R. Tanzer, A. Hauryliuk, S. P. N. Kumar, N. Zimmerman, L. B. Kara, A. A. Presto, A. A. Presto, R. Subramanian
Published 2019-02-01

Application of low-cost fine particulate mass monitors to convert satellite aerosol optical depth to surface concentrations in North America and Africa

by C. Malings, C. Malings, C. Malings, D. M. Westervelt, A. Hauryliuk, A. A. Presto, A. Grieshop, A. Bittner, M. Beekmann, M. Beekmann, R. Subramanian, R. Subramanian
Published 2020-07-01