| Review of surrogate modeling in water resources S Razavi, BA Tolson, DH Burn Water Resources Research 48 (7), 2012 | 862 | 2012 |
| What do we mean by sensitivity analysis? The need for comprehensive characterization of “global” sensitivity in E arth and E nvironmental systems models S Razavi, HV Gupta Water Resources Research 51 (5), 3070-3092, 2015 | 307 | 2015 |
| The future of sensitivity analysis: an essential discipline for systems modeling and policy support S Razavi, A Jakeman, A Saltelli, C Prieur, B Iooss, E Borgonovo, ... Environmental Modelling & Software 137, 104954, 2021 | 267 | 2021 |
| Introductory overview: Optimization using evolutionary algorithms and other metaheuristics HR Maier, S Razavi, Z Kapelan, LS Matott, J Kasprzyk, BA Tolson Environmental modelling & software 114, 195-213, 2019 | 254 | 2019 |
| A new framework for comprehensive, robust, and efficient global sensitivity analysis: 1. Theory S Razavi, HV Gupta Water Resources Research 52 (1), 423-439, 2016 | 200 | 2016 |
| Progressive Latin Hypercube Sampling: An efficient approach for robust sampling-based analysis of environmental models R Sheikholeslami, S Razavi Environmental modelling & software 93, 109-126, 2017 | 199 | 2017 |
| The challenge of unprecedented floods and droughts in risk management H Kreibich, AF Van Loon, K Schröter, PJ Ward, M Mazzoleni, N Sairam, ... Nature 608 (7921), 80-86, 2022 | 171 | 2022 |
| A new formulation for feedforward neural networks S Razavi, BA Tolson IEEE Transactions on neural networks 22 (10), 1588-1598, 2011 | 155 | 2011 |
| Numerical assessment of metamodelling strategies in computationally intensive optimization S Razavi, BA Tolson, DH Burn Environmental Modelling & Software 34, 67-86, 2012 | 151 | 2012 |
| Introductory overview of identifiability analysis: A guide to evaluating whether you have the right type of data for your modeling purpose JHA Guillaume, JD Jakeman, S Marsili-Libelli, M Asher, P Brunner, ... Environmental Modelling & Software 119, 418-432, 2019 | 143 | 2019 |
| A new framework for comprehensive, robust, and efficient global sensitivity analysis: 2. Application S Razavi, H Gupta Water Resources Research 52 (1), 440-455, 0 | 135* | |
| Evaluation of Integrated Multisatellite Retrievals for GPM (IMERG) over southern Canada against ground precipitation observations: A preliminary assessment ZE Asong, S Razavi, HS Wheater, JS Wong Journal of hydrometeorology 18 (4), 1033-1050, 2017 | 131 | 2017 |
| Inter-comparison of daily precipitation products for large-scale hydro-climatic applications over Canada JS Wong, S Razavi, BR Bonsal, HS Wheater, ZE Asong Hydrology and Earth System Sciences 21 (4), 2163-2185, 2017 | 96 | 2017 |
| VARS-TOOL: A toolbox for comprehensive, efficient, and robust sensitivity and uncertainty analysis S Razavi, R Sheikholeslami, HV Gupta, A Haghnegahdar Environmental modelling & software 112, 95-107, 2019 | 94 | 2019 |
| Deep learning, explained: Fundamentals, explainability, and bridgeability to process-based modelling S Razavi Environmental Modelling & Software 144, 105159, 2021 | 92 | 2021 |
| Representation and improved parameterization of reservoir operation in hydrological and land-surface models F Yassin, S Razavi, M Elshamy, B Davison, G Sapriza-Azuri, H Wheater Hydrology and Earth System Sciences 23 (9), 3735-3764, 2019 | 91 | 2019 |
| Historical drought patterns over Canada and their teleconnections with large-scale climate signals ZE Asong, HS Wheater, B Bonsal, S Razavi, S Kurkute Hydrology and Earth System Sciences 22 (6), 3105-3124, 2018 | 90 | 2018 |
| Revisiting the basis of sensitivity analysis for dynamical earth system models HV Gupta, S Razavi Water Resources Research 54 (11), 8692-8717, 2018 | 81 | 2018 |
| Lo Piano S Razavi, A Jakeman, A Saltelli, C Prieur, B Iooss, E Borgonovo, ... S., Iwanaga, T., Becker, W., Tarantola, S., Guillaume, JHA, Jakeman, J …, 2021 | 80 | 2021 |
| Global sensitivity analysis for high-dimensional problems: How to objectively group factors and measure robustness and convergence while reducing computational cost R Sheikholeslami, S Razavi, HV Gupta, W Becker, A Haghnegahdar Environmental modelling & software 111, 282-299, 2019 | 77 | 2019 |
Howard WheaterCanada Excellence Research Chair in Water Security and Director, Global Institute for Water Security, University of SaskatchewanVerified email at usask.ca
