Hydrological Forecasting Using AI

53 works

Mitigating coastal flood risks in the Sundarbans: A combined InVEST and machine learning approach
Ismail Mondal, Vahnishikha Mishra, SK Ariful Hossain +3
ArticleFlood Risk Assessment and ManagementPhysics and Chemistry of the Earth Parts A/B/C20256 citations
ABI
Investigating Alternative Climate Data Sources for Hydrological Simulations in the Upstream of the Amu Darya River
Ayetiguli Sidike, Xi Chen, Tie Liu +2
ArticleHydrology and Watershed Management StudiesWater20162 citations
ABI
AI-driven spatio-temporal prediction of chlorophyll-a dynamics and coastal productivity in the Northern Bay of Bengal
Ismail Mondal, Fahad Alshehri, SK Ariful Hossain +3
ArticleMarine and coastal ecosystemsJournal of Water Process Engineering20252 citations
ABI
An Optimized ANFIS Model for Predicting Water Hardness and TDS in Ion-Exchange Wastewater Treatment Systems
Jaloliddin Eshbobaev, Adham Norkobilov, Komil Usmanov +4
ArticleWastewater Treatment and Nitrogen Removal20261 citations
ABI
Run-off modelling of pervious and impervious areas using couple SWAT and a novel machine learning model in cross-rivers state Nigeria
Badiya Salele, Yakubu Aminu Dodo, Dalhatu Aliyu Sani +3
ArticleFlood Risk Assessment and ManagementWater Science & Technology20231 citations
ABI
Uncertainty in hydrological change modelling
L. P. Seaby
ArticleHydrology and Watershed Management StudiesResearch at the University of Copenhagen (University of Copenhagen)20130 citations
ABI
A Neural Networks Approach for DORIS Time Series Prediction
Fazilova, Dilbarkhon
ArticleStock Market Forecasting MethodsCentre National d’Etudes Spatiales20180 citations
ABI
RENFIS-MA: A Recurrent Neuro-Fuzzy Inference System for Time Series Water Level Prediction
Mohammad Sultan Mahmud, Kuanishbay Sadatdiynov, Bayram Fayzullaev
ArticleNeural Networks and Applications2021 International Conference on Information Science and Communications Technologies (ICISCT)20210 citations
ABI
Climate change and anthropological impacts on a karst aquifer: a multi- statistical assessment
Leila Mahdavi, Nozar Samani
PreprintHydrological Forecasting Using AIResearch Square20220 citations
ABI
Enhancing the performance of deep learning technique by combining with gradient boosting in rainfall-runoff simulation
Barno Abdullaeva
ArticleHydrological Forecasting Using AIJournal of Water and Land Development20230 citations
ABI
Numerical analysis of feed-forward network of the Saint-Venant equation for water resources management
Imran Ho Abdullah, Sh. I. Juraev, Rakhmatillo Aloev
ArticleHydrological Forecasting Using AIAIP conference proceedings20230 citations
ABI
Variability analysis of the river flow – case study of river Gornja Dobra, Croatia
Lucija Plantak, Bojan Đurin, Sobir Kodirov +1
ArticleHydrological Forecasting Using AIE-Zbornik elektronički zbornik radova Građevinskog fakulteta20230 citations
ABI
Advanced hybrid CNN-Bi-LSTM model augmented with GA and FFO for enhanced cyclone intensity forecasting
Franciskus Antonius Alijoyo, Taviti Naidu Gongada, Chamandeep Kaur +5
ArticleTropical and Extratropical Cyclones ResearchAlexandria Engineering Journal20240 citations
ABI
Sustainable groundwater regulation in typical irrigation areas of inland river basins based on ecological indicators and the MIKE-SHE hydrological model
Chenyu Guo, Tie Liu, Yue Huang +3
ArticleHydrology and Watershed Management StudiesJournal of Hydrology Regional Studies20240 citations
ABI
Comparison of LSTM and ARIMA Algorithms in Predicting Water Levels in Jakarta
Emil R. Kaburuan, Ratna Mutu Manikam, Olimjon Kucharov Kucharov Olimjon Ruzimurodovich +1
ArticleHydrological Forecasting Using AI20240 citations
ABI
Developing Mathematical Models to Study Changes in Groundwater Levels and Salt Concentration
Sherzod Daliev, Fazliddin Sirojiddinov, Oxun Khaitov
ArticleHydrological Forecasting Using AIE3S Web of Conferences20240 citations
ABI
Assessment of the condition of water resources through intelligent data analysis
Ezozbek Ozodov, Nilufar Ozodova, Nodira Alimova +2
ArticleHydrological Forecasting Using AIAIP conference proceedings20240 citations
ABI
CAMELS-FR dataset: a large-sample hydroclimatic dataset for France to explore hydrological diversity and support model benchmarking
Olivier Delaigue, Guilherme Mendoza Guimarães, Pierre Brigode +6
ArticleHydrology and Watershed Management StudiesEarth system science data20250 citations
ABI
Reaction of Minimal Streamflow to Natural Factors in the Context of Climate Uncertainty
Lyazzat Birimbayeva, Lyazzat Makhmudova, Sayat Alimkulov +8
ArticleHydrology and Watershed Management StudiesWater Resources Management20250 citations
ABI
Prediction and Uncertainty Quantification of Flow Rate Through Rectangular Top-Hinged Gate Using Hybrid Gradient Boosting Models
Pourya Nejatipour, Giuseppe Oliveto, I.B. Sapaev +2
ArticleHydraulic flow and structuresWater20250 citations
ABI
Machine Learning-Based Weather Prediction for Agricultural Planning
Yogendra Narayan, Gulora Yuldasheva, Tatyana Khorolskaya +1
ArticleHydrological Forecasting Using AI20250 citations
ABI
Advanced hybrid evaluation of water treatment using porous materials for adsorption separation via machine learning and mechanistic models
Pan Zhang, Usama S. Altimari, Krunal Vaghela +8
ArticleHydrological Forecasting Using AICase Studies in Thermal Engineering20250 citations
ABI
Flood study in downstream of river Sai Gon - Dong Nai
Irina Markova, Phan Khanh Khanh, Oybek Vokhidov +1
ArticleFlood Risk Assessment and ManagementAIP conference proceedings20250 citations
ABI
Changes in flow of rivers under influence of reservoirs
Fazliddin Khikmatov, Barkamol Rapikov, Alisher Umarov +2
ArticleHydrology and Watershed Management StudiesAIP conference proceedings20250 citations
ABI
Enhancing the Accuracy of Water–Air Flow Prediction via Hybrid CatBoost Modelling
Chilin Wei, Ruichao Hao, Delan Zhu +2
ArticleHydrological Forecasting Using AIIrrigation and Drainage20250 citations
ABI