Follow
Dr. Dilip Kumar Roy
Dr. Dilip Kumar Roy
Irrigation and Water Management Division, Bangladesh Agricultural Research Institute
Verified email at my.jcu.edu.au
Title
Cited by
Cited by
Year
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
612020
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
552016
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
542017
Multivariate adaptive regression spline ensembles for management of multilayered coastal aquifers
DK Roy, B Datta
Journal of Hydrologic Engineering 22 (9), 04017031, 2017
492017
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
422021
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
412021
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
342022
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
282018
Assessment of CMIP6 global climate models in reconstructing rainfall climatology of Bangladesh
M Kamruzzaman, S Shahid, DK Roy, ARMT Islam, S Hwang, J Cho, ...
International Journal of Climatology 42 (7), 3928-3953, 2022
252022
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
242019
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
242017
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
192017
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
182018
Trained meta-models and evolutionary algorithm based multi-objective management of coastal aquifers under parameter uncertainty
DK Roy, B Datta
Journal of Hydroinformatics, 2018
182018
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
152020
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
142021
Adaptive management of coastal aquifers using entropy-set pair analysis–based three-dimensional sequential monitoring network design
DK Roy, B Datta
Journal of hydrologic engineering 24 (3), 04018072, 2019
142019
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
132022
Hierarchical fuzzy systems integrated with particle swarm optimization for daily reference evapotranspiration prediction: A novel approach
DK Roy, KK Saha, M Kamruzzaman, SK Biswas, MA Hossain
Water Resources Management 35, 5383-5407, 2021
132021
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
122022
The system can't perform the operation now. Try again later.
Articles 1–20