M. U. Altaf

Algonquin College — Canada

Earth and Planetary Sciences · Physical Sciences

13h-index641citations39works3.02yr avg
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Research Topics

Meteorological Phenomena and Simulations(13), Soil Moisture and Remote Sensing(7), Reservoir Engineering and Simulation Methods(6), Soil and Unsaturated Flow(5), Tropical and Extratropical Cyclones Research(5)

Publications39 total

A Bayesian framework for crop model calibration: A case study in the US Corn Belt
European Journal of Agronomy·2025· 5 cited
Coupled Estimation of Root zone Soil Moisture and Soil Hydraulic Parameters with Reduced-Adjoint Variational Data Assimilation using Near-Surface Soil Moisture Observations
SSRN Electronic Journal·2025Open Access
Analysis of unknown (unlabeled/mislabeled) drug products for active pharmaceutical ingredients and related substances by an international mail facility satellite laboratory equipped with rapid screening devices
Journal of Forensic Sciences·2024· 4 citedOpen Access
Estimation of Root Zone Soil Moisture Profile by Reduced-Order Variational Data Assimilation Using Near Surface Soil Moisture Observations
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2022· 7 citedOpen Access
Early season prediction of within-field crop yield variability by assimilating CubeSat data into a crop model
Agricultural and Forest Meteorology·2021· 84 citedOpen Access
A Reduced-Adjoint Variational Data Assimilation for Estimating Soil Moisture Profile from Surface Soil Moisture Observations
2021
A Reduced-Adjoint Variational Data Assimilation for Estimating Soil Moisture Profile and Soil Hydraulic Parameters from Surface Soil Moisture Observations
AGU Fall Meeting Abstracts·2020
Mapping groundwater abstractions from irrigated agriculture: big data, inverse modeling, and a satellite–model fusion approach
Hydrology and earth system sciences·2020· 33 citedOpen Access
Mapping groundwater abstractions from irrigated agriculture: big data, inverse modeling and a satellite-model fusion approach
2020· 1 citedOpen Access
Bayesian Statistical Calibration of Parameters in the APSIM-Maize Crop Model for Improved Yield Prediction.
AGU Fall Meeting Abstracts·2019
A Reduced-Adjoint Variational Data Assimilation for Estimating Soil Moisture Profile
AGU Fall Meeting Abstracts·2019
Corn-Yield Estimation through Assimilation of Remotely Sensed LAI Data into APSIM
AGU Fall Meeting Abstracts·2018· 1 cited
A variational approach for parameter estimation based on balanced proper orthogonal decomposition
Computer Methods in Applied Mechanics and Engineering·2018· 1 cited
State-of-the-art stochastic data assimilation methods for high-dimensional non-Gaussian problems
Tellus A Dynamic Meteorology and Oceanography·2018· 147 citedOpen Access
Inferring soil salinity in a drip irrigation system from multi-configuration EMI measurements using adaptive Markov chain Monte Carlo
Hydrology and earth system sciences·2017· 19 citedOpen Access
Nonlinear parameter optimization of PI observer for highly accurate SOC estimation of Li-ion batteries
IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society·2017· 10 cited
Downscaling the 2D Bénard convection equations using continuous data assimilation
Computational Geosciences·2017· 74 cited
Continuous data assimilation for downscaling large-footprint soil moisture retrievals
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE·2016
Inferring soil salinity in a drip irrigation system frommulti-configuration EMI measurements usingAdaptive Markov Chain Monte Carlo
2016· 2 citedOpen Access
OpenDA-NEMO framework for ocean data assimilation
Ocean Dynamics·2016· 38 citedOpen Access
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Frequent Co-authors

Ibrahim Hoteit(20), Matthew F. McCabe(16), Arnold Heemink(7), Martin Verlaan(6), Clint Dawson(5), Parisa Heidary(5), Leila Farhadi(5), Matteo G. Ziliani(4), B. Aragon(4), Trenton E. Franz(4), Rasmus Houborg(3), Troy Butler(3), Xiaodong Luo(3), Talea Mayo(3), Khan Zaib Jadoon(3), Justin Sheffield(2), Edriss S. Titi(2), Omar Knio(2), Lei Zhao(2), Mohamad El Gharamti(2)