| Using ensembles of adaptive neuro-fuzzy inference system and optimization algorithms to predict reference evapotranspiration in subtropical climatic zones DK Roy, R Barzegar, J Quilty, J Adamowski Journal of Hydrology 591, 125509, 2020 | 76 | 2020 |
| Fuzzy C-mean clustering based inference system for saltwater intrusion processes prediction in coastal aquifers DK Roy, B Datta Water Resources Management 31, 355-376, 2017 | 62 | 2017 |
| Field performance of alternate wetting and drying furrow irrigation on tomato crop growth, yield, water use efficiency, quality and profitability KK Sarker, MAR Akanda, SK Biswas, DK Roy, A Khatun, MA Goffar Journal of integrative agriculture 15 (10), 2380-2392, 2016 | 61 | 2016 |
| Optimization algorithms as training approaches for prediction of reference evapotranspiration using adaptive neuro fuzzy inference system DK Roy, A Lal, KK Sarker, KK Saha, B Datta Agricultural Water Management 255, 107003, 2021 | 57 | 2021 |
| Multivariate adaptive regression spline ensembles for management of multilayered coastal aquifers DK Roy, B Datta Journal of Hydrologic Engineering 22 (9), 04017031, 2017 | 56 | 2017 |
| Daily prediction and multi-step forward forecasting of reference evapotranspiration using LSTM and Bi-LSTM models DK Roy, TK Sarkar, SSA Kamar, T Goswami, MA Muktadir, HM Al-Ghobari, ... Agronomy 12 (3), 594, 2022 | 55 | 2022 |
| Long short-term memory networks to predict one-step ahead reference evapotranspiration in a subtropical climatic zone DK Roy Environmental Processes 8, 911-941, 2021 | 52 | 2021 |
| Assessment of CMIP6 global climate models in reconstructing rainfall climatology of Bangladesh M Kamruzzaman, S Shahid, DK Roy, A Islam, S Hwang, J Cho, ... Int. J. Climatol 42 (7), 3928-3953, 2022 | 43 | 2022 |
| A surrogate based multi-objective management model to control saltwater intrusion in multi-layered coastal aquifer systems DK Roy, B Datta Civil Engineering and Environmental Systems 34 (3-4), 238-263, 2017 | 32 | 2017 |
| Influence of sea level rise on multiobjective management of saltwater intrusion in coastal aquifers DK Roy, B Datta Journal of Hydrologic Engineering 23 (8), 04018035, 2018 | 31 | 2018 |
| An ensemble meta-modelling approach using the Dempster-Shafer theory of evidence for developing saltwater intrusion management strategies in coastal aquifers DK Roy, B Datta Water Resources Management 33 (2), 775-795, 2019 | 27 | 2019 |
| Saltwater intrusion prediction in coastal aquifers utilizing a weighted-average heterogeneous ensemble of prediction models based on Dempster-Shafer theory of evidence DK Roy, B Datta Hydrological Sciences Journal, 2020 | 24 | 2020 |
| Future precipitation projection in Bangladesh using SimCLIM climate model: a multimodel ensemble approach HMT Islam, ARMT Islam, S Shahid, GMM Alam, JC Biswas, MM Rahman, ... International Journal of Climatology, 2022 | 23 | 2022 |
| Genetic algorithm tuned fuzzy inference system to evolve optimal groundwater extraction strategies to control saltwater intrusion in multi-layered coastal aquifers under … DK Roy, D Bithin Modeling Earth Systems and Environment, 2017 | 23 | 2017 |
| Groundwater Level Prediction Using a Multiple Objective Genetic Algorithm-Grey Relational Analysis Based Weighted Ensemble of ANFIS Models DK Roy, SK Biswas, MA Mattar, AA El-Shafei, KFI Murad, KK Saha, ... Water 13, 3130, 2021 | 20 | 2021 |
| A review of surrogate models and their ensembles to develop saltwater intrusion management strategies in coastal aquifers DK Roy, B Datta Earth Systems and Environment 2 (2), 193-211, 2018 | 20 | 2018 |
| Trained meta-models and evolutionary algorithm based multi-objective management of coastal aquifers under parameter uncertainty DK Roy, B Datta Journal of Hydroinformatics, 2018 | 19 | 2018 |
| Estimating the standardized precipitation evapotranspiration index using data-driven techniques: A regional study of Bangladesh A Elbeltagi, F AlThobiani, M Kamruzzaman, S Shaid, DK Roy, L Deb, ... Water 14 (11), 1764, 2022 | 18 | 2022 |
| Modelling and management of saltwater intrusion in a coastal aquifer system: A regional-scale study DK Roy, B Datta Groundwater for Sustainable Development 11, 100479, 2020 | 18 | 2020 |
| Optimal Management of Groundwater Extraction to Control Saltwater Intrusion in Multi-Layered Coastal Aquifers Using Ensembles of Adaptive Neuro-Fuzzy Inference System DK Roy, B Datta World Environmental and Water Resources Congress 2017, 139-150, 2017 | 17 | 2017 |
Bithin DattaCivil Engineering, College of Science and Engineering, James Cook University, AustraliaAdresă de e-mail confirmată pe jcu.edu.au