Support vector machine applications in the field of hydrology: a review NS Raghavendra, PC Deka Applied soft computing 19, 372-386, 2014 | 702 | 2014 |
Wavelet coupled MARS and M5 Model Tree approaches for groundwater level forecasting M Rezaie-balf, SR Naganna, A Ghaemi, PC Deka Journal of hydrology 553, 356-373, 2017 | 130 | 2017 |
Irrigation induced salinity and sodicity hazards on soil and groundwater: An overview of its causes, impacts and mitigation strategies A Mohanavelu, SR Naganna, N Al-Ansari Agriculture 11 (10), 983, 2021 | 115 | 2021 |
Dew point temperature estimation: application of artificial intelligence model integrated with nature-inspired optimization algorithms SR Naganna, PC Deka, MA Ghorbani, SM Biazar, N Al-Ansari, ... Water 11 (4), 742, 2019 | 90 | 2019 |
Investigation of concrete produced using recycled aluminium dross for hot weather concreting conditions G Mailar, NS Raghavendra, BM Sreedhara, DS Manu, P Hiremath, ... Resource-Efficient Technologies 2 (2), 68-80, 2016 | 76 | 2016 |
Hourly river flow forecasting: application of emotional neural network versus multiple machine learning paradigms ZM Yaseen, SR Naganna, Z Sa’adi, P Samui, MA Ghorbani, SQ Salih, ... Water Resources Management 34, 1075-1091, 2020 | 67 | 2020 |
Forecasting monthly groundwater level fluctuations in coastal aquifers using hybrid Wavelet packet–Support vector regression N Sujay Raghavendra, PC Deka Cogent Engineering 2 (1), 999414, 2015 | 65 | 2015 |
Sustainable development and management of groundwater resources in mining affected areas: a review NS Raghavendra, PC Deka Procedia Earth and Planetary Science 11, 598-604, 2015 | 56 | 2015 |
Eco-concrete for sustainability: utilizing aluminium dross and iron slag as partial replacement materials S Javali, AR Chandrashekar, SR Naganna, DS Manu, P Hiremath, ... Clean Technologies and Environmental Policy 19, 2291-2304, 2017 | 55 | 2017 |
Factors influencing streambed hydraulic conductivity and their implications on stream–aquifer interaction: a conceptual review SR Naganna, PC Deka, S Ch, WF Hansen Environmental Science and Pollution Research 24, 24765-24789, 2017 | 47 | 2017 |
Hybrid wavelet packet machine learning approaches for drought modeling P Das, SR Naganna, PC Deka, J Pushparaj Environmental Earth Sciences 79 (10), 221, 2020 | 45 | 2020 |
Enhancing streamflow forecasting using the augmenting ensemble procedure coupled machine learning models: case study of Aswan High Dam M Rezaie-Balf, SR Naganna, O Kisi, A El-Shafie Hydrological Sciences Journal 64 (13), 1629-1646, 2019 | 44 | 2019 |
Multiple AI model integration strategy—application to saturated hydraulic conductivity prediction from easily available soil properties MH Kashani, MA Ghorbani, M Shahabi, SR Naganna, L Diop Soil and Tillage Research 196, 104449, 2020 | 42 | 2020 |
On the evaluation of the gradient tree boosting model for groundwater level forecasting SR Naganna, BH Beyaztas, N Bokde, AM Armanuos Knowledge-Based Engineering and Sciences 1 (01), 48-57, 2020 | 41 | 2020 |
Multistep ahead groundwater level time-series forecasting using Gaussian process regression and ANFIS NS Raghavendra, PC Deka Advanced Computing and Systems for Security: Volume 2, 289-302, 2016 | 34 | 2016 |
Sourcing CHIRPS precipitation data for streamflow forecasting using intrinsic time-scale decomposition based machine learning models M Wang, M Rezaie-Balf, SR Naganna, ZM Yaseen Hydrological Sciences Journal 66 (9), 1437-1456, 2021 | 25 | 2021 |
Spatial variability of ground water quality: a case study of Udupi district, Karnataka State, India BV Deepika, CR Ramakrishnaiah, SR Naganna Journal of Earth System Science 129, 1-20, 2020 | 25 | 2020 |
Estimation of dew point temperature using SVM and ELM for humid and semi-arid regions of India PC Deka, AP Patil, P Yeswanth Kumar, SR Naganna ISH Journal of Hydraulic Engineering 24 (2), 190-197, 2018 | 19 | 2018 |
Application of gradient tree boosting regressor for the prediction of scour depth around bridge piers BM Sreedhara, AP Patil, J Pushparaj, G Kuntoji, SR Naganna Journal of Hydroinformatics 23 (4), 849-863, 2021 | 17 | 2021 |
Variability of streambed hydraulic conductivity in an intermittent stream reach regulated by vented dams: A case study SR Naganna, PC Deka Journal of hydrology 562, 477-491, 2018 | 17 | 2018 |