| State-of-the-art stochastic data assimilation methods for high-dimensional non-Gaussian problems S Vetra-Carvalho, PJ Van Leeuwen, L Nerger, A Barth, MU Altaf, ... Tellus A: Dynamic Meteorology and Oceanography 70 (1), 1-43, 2018 | 117 | 2018 |
| Downscaling the 2D Bénard convection equations using continuous data assimilation MU Altaf, ES Titi, T Gebrael, OM Knio, L Zhao, MF McCabe, I Hoteit Computational Geosciences, 2017 | 102 | 2017 |
| Early season prediction of within-field crop yield variability by assimilating CubeSat data into a crop model MG Ziliani, MU Altaf, B Aragon, R Houborg, TE Franz, Y Lu, J Sheffield, ... Agricultural and forest meteorology 313, 108736, 2022 | 63 | 2022 |
| A reduced adjoint approach to variational data assimilation MU Altaf, M El Gharamti, AW Heemink, I Hoteit Computer Methods in Applied Mechanics and Engineering 254, 1-13, 2013 | 53 | 2013 |
| Data assimilation within the advanced circulation (ADCIRC) modeling framework for hurricane storm surge forecasting T Butler, MU Altaf, C Dawson, I Hoteit, X Luo, T Mayo Monthly Weather Review 140 (7), 2215-2231, 2012 | 49 | 2012 |
| A comparison of ensemble Kalman filters for storm surge assimilation MU Altaf, T Butler, T Mayo, X Luo, C Dawson, AW Heemink, I Hoteit Monthly Weather Review 142 (8), 2899-2914, 2014 | 35 | 2014 |
| Improving short-range ensemble Kalman storm surge forecasting using robust adaptive inflation MU Altaf, T Butler, X Luo, C Dawson, T Mayo, I Hoteit Monthly Weather Review 141 (8), 2705-2720, 2013 | 35 | 2013 |
| Inverse shallow-water flow modeling using model reduction MU Altaf, AW Heemink, M Verlaan International journal for multiscale computational engineering 7 (6), 2009 | 33 | 2009 |
| Mapping groundwater abstractions from irrigated agriculture: big data, inverse modeling and a satellite-model fusion approach O Lopez, K Johansen, B Aragon, T Li, R Houborg, Y Malbeteau, ... Hydrology and Earth System Sciences Discussions 2020, 1-41, 2020 | 30 | 2020 |
| OpenDA-NEMO framework for ocean data assimilation N van Velzen, MU Altaf, M Verlaan Ocean dynamics 66, 691-702, 2016 | 25 | 2016 |
| Inferring soil salinity in a drip irrigation system from multi-configuration EMI measurements using adaptive Markov chain Monte Carlo L Jadoon, K. Z., Altaf, M. U., McCabe, M. F., Hoteit, I., Muhammad, N ... Hydrol. Earth Syst. Sci 21 (10), 5375-5383, 2017 | 20* | 2017 |
| Efficient identification of uncertain parameters in a large‐scale tidal model of the European continental shelf by proper orthogonal decomposition MU Altaf, M Verlaan, AW Heemink International journal for numerical methods in fluids 68 (4), 422-450, 2012 | 18 | 2012 |
| Visualizing uncertainties in a storm surge ensemble data assimilation and forecasting system T Höllt, MU Altaf, KT Mandli, M Hadwiger, CN Dawson, I Hoteit Natural Hazards 77, 317-336, 2015 | 17 | 2015 |
| A study of reduced‐order 4DVAR with a finite element shallow water model MU Altaf, M Ambrozic, MF McCabe, I Hoteit International Journal for Numerical Methods in Fluids 80 (11), 631-647, 2016 | 14 | 2016 |
| Simultaneous perturbation stochastic approximation for tidal models MU Altaf, AW Heemink, M Verlaan, I Hoteit Ocean dynamics 61, 1093-1105, 2011 | 14 | 2011 |
| Model reduced variational data assimilation for shallow water flow models MU Altaf TU Delft, 2010 | 12 | 2010 |
| Hybrid vs adaptive ensemble kalman filtering for storm surge forecasting MU Altaf, N Raboudi, ME Gharamti, C Dawson, MF McCabe, I Hoteit AGU Fall Meeting Abstracts 2014, A33K-3352, 2014 | 5 | 2014 |
| Increasing detection performance of surveillance sensor networks N Litvak, MU Altaf, A Barbu, S Jain, D Miretskiy, L Mohammadi, E Onur, ... 63rd European Study Group Mathematics with Industry, SWI 2008, 85-115, 2008 | 4 | 2008 |
| Estimation of root zone soil moisture profile by reduced-order variational data assimilation using near surface soil moisture observations P Heidary, L Farhadi, MU Altaf IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2022 | 3 | 2022 |
| Corn-Yield Estimation through Assimilation of Remotely Sensed LAI Data into APSIM MG Ziliani, A Ershadi, B Zheng, B Ait-El-Fquih, MU Altaf, B Aragon, I Hoteit, ... AGU Fall Meeting Abstracts 2018, GC43I-1653, 2018 | 3 | 2018 |
Ibrahim HoteitProfessor of Earth Sciences and Engineering, Professor of Applied Mathematics and Computer ScienceEmail verificata su kaust.edu.sa