Publications
- Alifa, M., S. Castruccio, D. Bolster, M.A. Bravo, and P. Crippa, (2023). Uncertainty reduction and environmental justice in air pollution epidemiology: the importance of minority representation, GeoHealth, 7(10): p. e2023GH000854.
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Zhang, J., Crippa, P., Genton, M.G. and Castruccio, S. (2023+). Sensitivity Analysis of Wind Energy Resources with Bayesian non-Gaussian and nonstationary Functional ANOVA, Annals of Applied Statistics, in press (arXiv)
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Giani, P., Genton, M.G., Crippa, P. (2022). Modeling the convective boundary layer in the Terra Incognita: Evaluation of different strategies with real-case simulations. Monthly Weather Review, doi.org/10.1175/MWR-D-21-0216.1.
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Alifa, M., Castruccio, S., Diogo, B., Bravo, M., Crippa, P., (2022). Information entropy tradeoffs for efficient uncertainty reduction in estimates of air pollution mortality, Environmental Research, 212: 113587, doi.org/10.1016/j.envres.2022.113587.
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Zhang, J., Crippa P., Genton, M.G. and Castruccio, S. (2021): Assessing the reliability of wind power operations under a changing climate with a non-Gaussian bias correction, Annals of Applied Statistics, 15 (4) 1831 - 1849, doi:10.1214/21-AOAS1460.
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Shen, P., Crippa, P. and Castruccio, S. (2021). Assessing Urban Mortality from Wildfires with a Citizen Science Network, Air Quality, Atmosphere & Health, doi.org/10.1007/s11869-021-01072-0.
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Crippa, P., Alifa M., Bolster, D., Genton, M.G. and Castruccio, S. (2021): A temporal model for vertical extrapolation of wind speed and wind energy assessment, Applied Energy, 301, 117378, doi.org/10.1016/j.apenergy.2021.117378.
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Guo Y., Crippa P., Thota A. and Pryor S.C. (2021): Extreme aerosol events over eastern North America. Part 2: Responses to changing emissions, Journal of Geophysical Research-Atmospheres, 126, e2020JD033759, doi:10.1029/2020JD033759.
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Guo Y., Crippa P., Thota A. and Pryor S.C. (2021): Extreme aerosol events over eastern North America. Part 1: Characterizing and simulating historical events, Journal of Geophysical Research-Atmospheres, 126, e2020JD033758, doi:10.1029/2020JD033758.
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Sicard, P., Crippa, P., De Marco, A., Castruccio, S., Giani, P., Cuesta, J., Paoletti, E., Feng, Z. and Anav, A. (2020), High spatial resolution WRF-Chem model over Asia: Physics and chemistry evaluation, Atmospheric Environment, 118004, doi:https://doi.org/10.1016/j.atmosenv.2020.118004.
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Giani, P., S. Castruccio, A. Anav, D. Howard, W. Hu, and Crippa, P. (2020), Short-term and long-term health impacts of air pollution reductions from COVID-19 lockdowns in China and Europe: a modelling study, The Lancet Planetary Health, doi:10.1016/S2542-5196(20)30224-2.
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Bruni Zani, N., Lonati, G., Mead, M.I., Latif, M.T., and Crippa, P. (2020), Long-term satellite-based estimates of air quality and premature mortality in Equatorial Asia through Deep Neural Networks, Environmental Research Letters, https://doi.org/10.1088/1748-9326/abb733.
- Jin, Q., Crippa, P. and Pryor, S.C. (2020): Spatial characteristics and temporal evolution of the relationship between PM2.5 and aerosol optical depth over the eastern USA during 2003-2017, Atmospheric Environment, 117718, doi:10.1016/j.atmosenv.2020.117718.
- Alifa M., Bolster, D., Mead, M.I., Latif, M.T. and Crippa, P. (2020): The influence of meteorology and emissions on the spatio-temporal variability of PM10 in Malaysia, Atmospheric Research, 246, 105107, doi:10.1016/j.atmosres.2020.105107.
- Giani, P., Tagle, F., Genton, M.G., Castruccio, C. and Crippa, P. (2020): Closing the gap between wind energy targets and implementation for emerging countries, Applied Energy, 269, 115085, doi:10.1016/j.apenergy.2020.115085.
- Giani P., Anav A., De Marco A., Zhaozhong F. and Crippa, P. (2020): Exploring sources of uncertainty in premature mortality estimates from fine particulate matter: the case of China, Environmental Research Letters, doi:10.1088/1748-9326/ab7f0f.
- Crippa, P., Sullivan, R.C., Thota, A., Pryor, S.C. (2019): Sensitivity of simulated aerosol properties over eastern North America to WRF-Chem parameterizations, Journal of Geophysical Research - Atmospheres,124, doi: 10.1029/2018JD029900.
- Porcu E., Castruccio S., Alegría, A. and Crippa P. (2019). Axially Symmetric Models for Global Data: a Journey between Geostatistics and Stochastic Generators, Environmetrics,30:e2555, doi:10.1002/env.2555.
- Tagle, F., Castruccio, S., Crippa, P., and Genton, M.G., (2019): A Non-Gaussian Spatio-Temporal Model for Daily Wind Speeds Based on a Multivariate Skew-t Distribution, Journal of Time Series Analysis, 40: 312-326, doi: 10.1111/jtsa.12437.
- Yu, C., Li, Z., Penna, N., Crippa, P. (2018): Generic atmospheric correction model for Interferometric Synthetic Aperture Radar observations, Journal of Geophysical Research-Solid Earth, 123, 9202–9222, doi:10.1029/2017JB015305.
- Chen, W., Castruccio, S., Genton, M.G., Crippa, P. (2018): Current and Future Estimates of Wind Energy Potential over Saudi Arabia, Journal of Geophysical Research-Atmospheres, 123, doi: 10.1029/2017JD028212.
- Mead, M.I., Castruccio, S., Latif, M.T., Nadzir, M.S.M., Dominick, D., Thota, A., Crippa, P. (2018): Impact of the 2015 Wildfires on Malaysian Air Quality and Exposure: A Comparative Study of Observed and Modeled Data, Environmental Research Letters, 13 044023.
- Sullivan, R.C., Crippa, P. , Matsui, I., Leung, R.L., Zhao, C., Thota, A., and Pryor, S.C. (2018): New particle formation leads to cloud dimming, Nature Partner Journals: Climate and Atmospheric Science, 1(1), 9, doi:10.1038/s41612-018-0019-7.
- Jeong, J., Castruccio S., Crippa, P., and Genton, M.G (2018), Reducing storage of global wind ensembles with stochastic generators, Annals of Applied Statistics, 12, 1, 490-509.
- Crippa, P., Castruccio, S., Pryor, S.C. (2017), Forecasting Ultrafine Particle Concentrations from Satellite and In-Situ Observations, Journal of Geophysical Research-Atmospheres, 122, 1828-1837, doi:10.1002/2016JD026021.
- Crippa, P., Castruccio, S., Archer-Nicholls, S., Lebron, G.B., Kuwata, M., Thota, A., Sumin, S., Butt, E., Wiedinmyer, C., Spracklen, D.V. (2016): Population exposure to hazardous air quality due to the 2015 fires in Equatorial Asia, Nature Scientific Reports, 6, 37074, doi:10.1038/srep37074.
- Crippa, P., Sullivan, R.C., Thota, A., Pryor, S.C. (2016), The impact of resolution on meteorological, chemical and aerosol properties in regional simulations with WRF-Chem, Atmospheric Chemistry and Physics, 17, 1511-1528, doi:10.5194/acp-2016-453.
- Sullivan, R.C., Crippa, P., Hallar A.G., Clarisse, L., Whitburn, S., Van Damme, M., Leaitch, W.R., Walker, J.T., Khlystov, A., and Pryor S.C. (2016), Using satellite-based measurements to explore spatiotemporal scales and variability of drivers of new particle formation, Journal of Geophysical Research- Atmospheres, 121, doi:10.1002/2016JD025568.
- Crippa, P., Sullivan, R.C., Thota, A., Pryor, S.C. (2016), Evaluating the skill of high-resolution WRFChem simulations in describing drivers of aerosol direct climate forcing on the regional scale, Atmospheric Chemistry and Physics, 16, 397-416, doi:10.5194/acp-16-397-2016.
- Li, Z., Wright, T., Hooper, A., Crippa, P., Gonzalez, P., Walters, R., Elliott, J., Ebmeier, S., Hatton, E. and Parsons, B. (2016),Towards InSAR everywhere, all the time, with Sentinel-1, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLI-B4, 763-766, doi:10.5194/isprs-archives-XLI-B4-763-2016.
- Genton, M. G., Castruccio, S., Crippa, P., Dutta, S., Huser, R., Sun, Y., Vettori, S. (2015), Visuanimation in Statistics, Stat, 4(1), 81-96.
- Wang, H., Barthelmie, R.J., Crippa, P., Doubrawa, P., Pryor, S.C. (2014), Profiles of Wind and Turbulence in the Coastal Atmospheric Boundary Layer of Lake Erie, Journal of Physics: Conference Series 524 012117, Lyngby.
- Barthelmie, R.J., Crippa, P., Wang, H., Smith, C. M., Krishnamurthy, R., Calhoun, R., Valyou, D., Marzocca, P., Matthiesen, D., Brown, G., and Pryor, S. C. (2014), 3D wind and turbulence characteristics or the atmospheric boundary-layer, Bulletin of the American Meteorological Society, 95, 743-756.
- Crippa, P., Spracklen, D., and Pryor, S. C. (2013), Satellite derived estimates of ultrafine particle concentrations over eastern North America, Journal of Geophysical Research-Atmospheres, 118, 9968- 9981. ;
- Crippa, P. and Pryor, S. C. (2013), Spatial and temporal scales of new particle formation events in eastern North America, Atmospheric Environment, 75, 257-264.
- Crippa, P., Petäjä, T., Korhonen, H., El Afandi, G. S., and Pryor, S. C. (2012) Evidence of an elevated source of nucleation based on model simulations and data from the NIFTy experiment, Atmospheric Chemistry and Physics, 12, 8021-8036.