| Improving artificial intelligence models accuracy for monthly streamflow forecasting using grey Wolf optimization (GWO) algorithm Y Tikhamarine, D Souag-Gamane, AN Ahmed, O Kisi, A El-Shafie Journal of Hydrology 582, 124435, 2020 | 198 | 2020 |
| Drought forecasting using neural networks, wavelet neural networks, and stochastic models: case of the Algerois Basin in North Algeria S Djerbouai, D Souag-Gamane Water Resources Management 30, 2445-2464, 2016 | 128 | 2016 |
| Rainfall-runoff modelling using improved machine learning methods: Harris hawks optimizer vs. particle swarm optimization Y Tikhamarine, D Souag-Gamane, AN Ahmed, SS Sammen, O Kisi, ... Journal of Hydrology 589, 125133, 2020 | 120 | 2020 |
| Estimation of monthly reference evapotranspiration using novel hybrid machine learning approaches Y Tikhamarine, A Malik, A Kumar, D Souag-Gamane, O Kisi Hydrological sciences journal 64 (15), 1824-1842, 2019 | 117 | 2019 |
| Support vector regression optimized by meta-heuristic algorithms for daily streamflow prediction A Malik, Y Tikhamarine, D Souag-Gamane, O Kisi, QB Pham Stochastic Environmental Research and Risk Assessment 34, 1755-1773, 2020 | 106 | 2020 |
| Artificial intelligence models versus empirical equations for modeling monthly reference evapotranspiration Y Tikhamarine, A Malik, D Souag-Gamane, O Kisi Environmental Science and Pollution Research 27, 30001-30019, 2020 | 89 | 2020 |
| A new intelligent method for monthly streamflow prediction: hybrid wavelet support vector regression based on grey wolf optimizer (WSVR–GWO) Y Tikhamarine, D Souag-Gamane, O Kisi Arabian Journal of Geosciences 12, 1-20, 2019 | 76 | 2019 |
| Detecting hydro-climatic change using spatiotemporal analysis of rainfall time series in Western Algeria L Hamlaoui-Moulai, M Mesbah, D Souag-Gamane, A Medjerab Natural Hazards 65, 1293-1311, 2013 | 72 | 2013 |
| Évolution et régionalisation des précipitations au nord de l’Algérie (1936–2009) S Taibi, M Meddi, D Souag, G Mahé Climate and land surface changes in hydrology, IAHS Publ 359, 191-197, 2013 | 61 | 2013 |
| Support vector regression integrated with novel meta-heuristic algorithms for meteorological drought prediction A Malik, Y Tikhamarine, D Souag-Gamane, P Rai, SS Sammen, O Kisi Meteorology and Atmospheric Physics 133, 891-909, 2021 | 58 | 2021 |
| Monthly evapotranspiration estimation using optimal climatic parameters: efficacy of hybrid support vector regression integrated with whale optimization algorithm Y Tikhamarine, A Malik, K Pandey, SS Sammen, D Souag-Gamane, ... Environmental Monitoring and Assessment 192, 1-19, 2020 | 57 | 2020 |
| Monthly streamflow estimation in ungauged catchments of northern Algeria using regionalization of conceptual model parameters S Zamoum, D Souag-Gamane Arabian Journal of Geosciences 12 (11), 342, 2019 | 39 | 2019 |
| Spatio-temporal analysis of maximum drought severity using Copulas in Northern Algeria S Mellak, D Souag-Gamane Journal of Water and Climate Change 11 (S1), 68-84, 2020 | 23 | 2020 |
| Exploring causes of streamflow alteration in the Medjerda river, Algeria M Kadir, R Fehri, D Souag, M Vanclooster Journal of Hydrology: Regional Studies 32, 100750, 2020 | 20 | 2020 |
| Regionalization of drought in Northern Algeria using a standardized precipitation index (1936–2010) S Taibi, D Souag From prediction to prevention of hydrological risk in Mediterranean …, 2011 | 16 | 2011 |
| Contribution à l’analyse du régime pluviométrique sur le littoral algérien N Dechemi, DA Mouhoub, D Souag Science et changements planétaires/Sécheresse 11 (1), 5-10, 2000 | 14 | 2000 |
| Simulation de la pluviométrie journalière en zone semi-aride par l’analyse en composantes principales D Souag-Gamane, N Dechemi, A Bermad Science et changements planétaires/Sécheresse 18 (2), 97-105, 2007 | 10 | 2007 |
| Long-term monthly streamflow forecasting in humid and semiarid regions A Fouchal, D Souag-Gamane Acta Geophysica 67, 1223-1240, 2019 | 7 | 2019 |
| Improving a stochastic multi-site generation model of daily rainfall using discrete wavelet de-noising: a case study to a semi-arid region S Hellassa, D Souag-Gamane Arabian Journal of Geosciences 12, 1-19, 2019 | 6 | 2019 |
| Hybrid artificial intelligence models for predicting daily runoff A Malik, A Kumar, Y Tikhamarine, D Souag-Gamane, Ö Kişi Advances in streamflow forecasting, 305-329, 2021 | 4 | 2021 |
