SELECTED PUBLICATIONS
Kloog I, Nordio N, Coull B and Schwartz J (2012), Incorporating local land use regression and satellite Aerosol Optical Depth in Hybrid Model Of spatio-temporal PM2.5 exposures in the mid-Atlantic states. Environmental Science & Technology 46 (21):11913–11921.PMCID: 23013112
I. Kloog, A. A. Chudnovsky, A. C. Just, F. Nordio, P. Koutrakis, B. A. Coull, A. Lyapustin, Y. Wang & J. D. Schwartz, 2014. A New Hybrid Spatio-Temporal Model For Estimating Daily Multi-Year PM 2.5 Concentrations Across Northeastern USA Using High Resolution Aerosol Optical Depth Data. Atmospheric Environmen, 49(14):8576-84., PMCID: 28966552
A.C. Just, R. O. Wright, J. D. Schwartz, B. A. Coull, A. Baccarelli, M. M. Tellez-Rojo, E. Moody, Y. Wang, A. Lyapustin, I. Kloog, 2015. Using high-resolution satellite aerosol optical depth to estimate daily PM2.5 geographical distribution in Mexico City, Environmental Science & Technology. 49(14):8576-84., PMID: 26061488
Stafoggia, M., Schwartz, J., Badaloni, C., Bellander, T., Alessandrini, E., Cattani, G., de'Donato, F., Gaeta, A., Leone, G., Lyapustin, A., Sorek-Hamer, M., De Hoogh, K., Di, Q., Forastiere, F., Kloog, I., 2016. Estimation of daily PM 10 concentrations in Italy (2006–2012) using finely resolved satellite data, land use variables and meteorology. Environment International, 99, pp. 234-244. PMCID: 28017360
Shtein, A., Karnieli, A., Katra, I., Raz, R., Levy, I., Lyapustin, A., Dorman, M., Broday, D.M. and Kloog, I., 2018. Estimating daily and intra-daily PM10 and PM2. 5 in Israel using a spatio-temporal hybrid modeling approach. Atmospheric Environment, 191, pp.142-152.
I. Kloog, F. Nordio, B. A. Coull, & J. D. Schwartz, 2014. Predicting spatiotemporal mean air temperature using MODIS satellite surface temperature measurements across the Northeastern USA. Remote Sensing of the Environment 150, 132-139
I. Kloog, S. Melly, B. Coull, F. Nordio & J. D. Schwartz. 2015. Using Satellite-Based Spatiotemporal Resolved Air Temperature Exposure to Study the Association between Ambient Air Temperature and Birth Outcomes in Massachusetts. Environmental Health Perspective, 123(10):1053-8, PMCID: 25850104
Rosenfeld, A., Dorman, M., Schwartz, J., Novack, V., Just, A.C. and Kloog, I., 2017. Estimating daily minimum, maximum, and mean near surface air temperature using hybrid satellite models across Israel. Environmental Research, 159, pp.297-312, PMCID: 28837902
Harouvi, O., Ben-Elia, E., Factor, R., De Hoogh, K. and Kloog, I., 2018, Noise Estimation Model Development Using High-Resolution Transportation and Land Use Regression. Journal of Exposure Science & Environmental Epidemiology, 28, pp. 559–567, PMCID: 29789670
Zhou, B., Erell, E., Hough, I., Rosenblatt, J., Just, A.C., Novack, V. and Kloog, I., 2020. Estimating near‐surface air temperature across Israel using a machine learning based hybrid approach. International Journal of Climatology.
