Hydrological Forecasting Using AI

53 ta ish

1. Mitigating coastal flood risks in the Sundarbans: A combined InVEST and machine learning approach

   Ismail Mondal, Vahnishikha Mishra, SK Ariful Hossain +3

   MaqolaFlood Risk Assessment and ManagementPhysics and Chemistry of the Earth Parts A/B/C20258 iqtibos

   ABIABI:AkademIndex/2025.article.000075

2. A Hybrid Statistical and Machine Learning Approach for Time-Series Forecasting of Traffic Accidents in Tashkent

   Sokhobiddin Akhatkulov, Islom Yalgoshev, Jamoliddin Jabbarov

   MaqolaTraffic Prediction and Management Techniques20263 iqtibos

   ABIABI:AkademIndex/2026.article.013999

3. Investigating Alternative Climate Data Sources for Hydrological Simulations in the Upstream of the Amu Darya River

   Ayetiguli Sidike, Xi Chen, Tie Liu +2

   MaqolaOAOchiq kirishHydrology and Watershed Management StudiesWater20162 iqtibos

   ABIABI:AkademIndex/2016.article.000055

4. Developing Mathematical Models to Study Changes in Groundwater Levels and Salt Concentration

   Sherzod Daliev, Fazliddin Sirojiddinov, Oxun Khaitov

   MaqolaOAOchiq kirishHydrological Forecasting Using AIE3S Web of Conferences20242 iqtibos

   ABIABI:AkademIndex/2024.article.008896

5. 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

   MaqolaMarine and coastal ecosystemsJournal of Water Process Engineering20252 iqtibos

   ABIABI:AkademIndex/2025.article.000453

6. Geo-Ecological Factors, Mathematical Models, and Algorithms in Creating a Hybrid Neural Network Training Dataset for an Intelligent Groundwater Monitoring System

   Farkhat Rajabov, Jamoljon Djumanov, Khudoyarkhan Jamolov +1

   MaqolaGroundwater and Watershed Analysis20252 iqtibos

   ABIABI:AkademIndex/2025.article.011152

7. An Optimized ANFIS Model for Predicting Water Hardness and TDS in Ion-Exchange Wastewater Treatment Systems

   Jaloliddin Eshbobaev, Adham Norkobilov, Komil Usmanov +4

   MaqolaOAOchiq kirishWastewater Treatment and Nitrogen Removal20261 iqtibos

   ABIABI:AkademIndex/2026.article.000186

8. AI-Powered Soil Temperature Modeling for Sustainable Agriculture in Arid Regions: A Case Study of Bustan, Uzbekistan

   Lakindu Mampitiya, Namal Rathnayake, Kenjabek Rozumbetov +4

   MaqolaOAOchiq kirishEngineering and Agricultural InnovationsJournal of Data Science and Intelligent Systems20261 iqtibos

   ABIABI:AkademIndex/2026.article.001197

9. Stochastic optimization of Gradient Boosting Decision Trees for interpretable prediction of heavy metal adsorption onto biochar

   Mahran Al-Zyoud, Salama A. Mostafa, Ibrahim Khersan +6

   MaqolaOAOchiq kirishStochastic Gradient Optimization TechniquesCurrent Research in Biotechnology20261 iqtibos

   ABIABI:AkademIndex/2026.article.021115

10. 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

    MaqolaOAOchiq kirishFlood Risk Assessment and ManagementWater Science & Technology20231 iqtibos

    ABIABI:AkademIndex/2026.other.265777

11. Uncertainty in hydrological change modelling

    L. P. Seaby

    MaqolaHydrology and Watershed Management StudiesResearch at the University of Copenhagen (University of Copenhagen)20130 iqtibos

    ABIABI:AkademIndex/2013.article.000347

12. A Neural Networks Approach for DORIS Time Series Prediction

    Fazilova, Dilbarkhon

    MaqolaOAOchiq kirishStock Market Forecasting MethodsCentre National d’Etudes Spatiales20180 iqtibos

    ABIABI:AkademIndex/2018.article.001250

13. RENFIS-MA: A Recurrent Neuro-Fuzzy Inference System for Time Series Water Level Prediction

    Mohammad Sultan Mahmud, Kuanishbay Sadatdiynov, Bayram Fayzullaev

    MaqolaNeural Networks and Applications2021 International Conference on Information Science and Communications Technologies (ICISCT)20210 iqtibos

    ABIABI:AkademIndex/2021.article.002166

14. Climate change and anthropological impacts on a karst aquifer: a multi- statistical assessment

    Leila Mahdavi, Nozar Samani

    PreprintHydrological Forecasting Using AIResearch Square20220 iqtibos

    ABIABI:AkademIndex/2022.preprint.000110

15. Enhancing the performance of deep learning technique by combining with gradient boosting in rainfall-runoff simulation

    Barno Abdullaeva

    MaqolaOAOchiq kirishHydrological Forecasting Using AIJournal of Water and Land Development20230 iqtibos

    ABIABI:AkademIndex/2023.article.002433

16. Numerical analysis of feed-forward network of the Saint-Venant equation for water resources management

    Imran Ho Abdullah, Sh. I. Juraev, Rakhmatillo Aloev

    MaqolaHydrological Forecasting Using AIAIP conference proceedings20230 iqtibos

    ABIABI:AkademIndex/2023.article.005783

17. Variability analysis of the river flow – case study of river Gornja Dobra, Croatia

    Lucija Plantak, Bojan Đurin, Sobir Kodirov +1

    MaqolaOAOchiq kirishHydrological Forecasting Using AIE-Zbornik elektronički zbornik radova Građevinskog fakulteta20230 iqtibos

    ABIABI:AkademIndex/2023.article.012284

18. 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

    MaqolaOAOchiq kirishTropical and Extratropical Cyclones ResearchAlexandria Engineering Journal20240 iqtibos

    ABIABI:AkademIndex/2024.article.000217

19. 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

    MaqolaOAOchiq kirishHydrology and Watershed Management StudiesJournal of Hydrology Regional Studies20240 iqtibos

    ABIABI:AkademIndex/2024.article.001843

20. Comparison of LSTM and ARIMA Algorithms in Predicting Water Levels in Jakarta

    Emil R. Kaburuan, Ratna Mutu Manikam, Olimjon Kucharov Kucharov Olimjon Ruzimurodovich +1

    MaqolaHydrological Forecasting Using AI20240 iqtibos

    ABIABI:AkademIndex/2024.article.002016

21. Assessment of the condition of water resources through intelligent data analysis

    Ezozbek Ozodov, Nilufar Ozodova, Nodira Alimova +2

    MaqolaHydrological Forecasting Using AIAIP conference proceedings20240 iqtibos

    ABIABI:AkademIndex/2024.article.009250

22. 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

    MaqolaOAOchiq kirishHydrology and Watershed Management StudiesEarth system science data20250 iqtibos

    ABIABI:AkademIndex/2025.article.000184

23. Reaction of Minimal Streamflow to Natural Factors in the Context of Climate Uncertainty

    Lyazzat Birimbayeva, Lyazzat Makhmudova, Sayat Alimkulov +8

    MaqolaOAOchiq kirishHydrology and Watershed Management StudiesWater Resources Management20250 iqtibos

    ABIABI:AkademIndex/2025.article.000605

24. 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

    MaqolaOAOchiq kirishHydraulic flow and structuresWater20250 iqtibos

    ABIABI:AkademIndex/2025.article.001455

25. Machine Learning-Based Weather Prediction for Agricultural Planning

    Yogendra Narayan, Gulora Yuldasheva, Tatyana Khorolskaya +1

    MaqolaHydrological Forecasting Using AI20250 iqtibos

    ABIABI:AkademIndex/2025.article.002560