Sledovat
Ehsan Foroumandi
Ehsan Foroumandi
PhD Candidate, University of Alabama
E-mailová adresa ověřena na: crimson.ua.edu - Domovská stránka
Název
Citace
Citace
Rok
Drought monitoring by downscaling GRACE-derived terrestrial water storage anomalies: A deep learning approach
E Foroumandi, V Nourani, JJ Huang, H Moradkhani
Journal of Hydrology 616, 128838, 2023
502023
Investigating the main reasons for the tragedy of large saline lakes: Drought, climate change, or anthropogenic activities? A call to action
E Foroumandi, V Nourani, SA Kantoush
Journal of Arid Environments 196, 104652, 2022
452022
A deep learning-based framework for multi-source precipitation fusion
K Gavahi, E Foroumandi, H Moradkhani
Remote Sensing of Environment 295, 113723, 2023
282023
Linking spatial–temporal changes of vegetation cover with hydroclimatological variables in terrestrial environments with a focus on the lake Urmia Basin
E Foroumandi, V Nourani, D Dąbrowska, SA Kantoush
Land 11 (1), 115, 2022
242022
Ecological-environmental quality estimation using remote sensing and combined artificial intelligence techniques
V Nourani, E Foroumandi, E Sharghi, D Dąbrowska
Journal of Hydroinformatics 23 (1), 47-65, 2021
242021
Climate change or regional human impacts? Remote sensing tools, artificial neural networks, and wavelet approaches aim to solve the problem
E Foroumandi, V Nourani, E Sharghi
Hydrology Research 52 (1), 176-195, 2021
232021
ChatGPT in hydrology and earth sciences: Opportunities, prospects, and concerns
E Foroumandi, H Moradkhani, X Sanchez‐Vila, K Singha, A Castelletti, ...
Water Resources Research 59 (10), e2023WR036288, 2023
202023
Spatiotemporal assessment of groundwater quality and quantity using geostatistical and ensemble artificial intelligence tools
V Nourani, A Ghaffari, N Behfar, E Foroumandi, A Zeinali, CQ Ke, ...
Journal of Environmental Management 355, 120495, 2024
62024
Generative adversarial network for real‐time flash drought monitoring: A deep learning study
E Foroumandi, K Gavahi, H Moradkhani
Water Resources Research 60 (5), e2023WR035600, 2024
42024
Enhancing streamflow prediction in ungauged basins using a nonlinear knowledge‐based framework and deep learning
P Ghaneei, E Foroumandi, H Moradkhani
Water Resources Research 60 (11), e2024WR037152, 2024
32024
A probabilistic machine learning framework for daily extreme events forecasting
A Sattari, E Foroumandi, K Gavahi, H Moradkhani
Expert Systems with Applications 265, 126004, 2025
12025
Ensemble data assimilation for operational streamflow predictions in the next generation (NextGen) framework
E Foroumandi, H Moradkhani, WF Krajewski, FL Ogden
Environmental Modelling & Software 185, 106306, 2025
12025
Global predictability of marine heatwave induced rapid intensification of tropical cyclones
S Radfar, E Foroumandi, H Moftakhari, H Moradkhani, GR Foltz, ...
Earth's Future 12 (12), e2024EF004935, 2024
2024
Improved Streamflow Forecasting by Deep Learning LSTM and Attention to Physical Rules
E Foroumandi, H Moradkhani
AGU23, 2023
2023
Baseflow prediction in ungauged basins using Bayesian multi-modeling to combine conceptual hydrological and deep learning models
P Ghaneei, E Foroumandi, H Moradkhani
AGU23, 2023
2023
Data Assimilation in the Nextgen Framework for Improved Streamflow Predictions
S Timilsina, J Oh, P Ghaneei, E Foroumandi, P Passalacqua, MD Bartos, ...
AGU23, 2023
2023
Development of an Ensemble Hydrologic Data Assimilation within NextGen Framework
E Foroumandi, P Ghaneei, J Oh, S Timilsina, JM Frame, M Kumar, ...
AGU23, 2023
2023
Generative Adversarial Network for Real-time Drought Monitoring
E Foroumandi, K Gavahi, H Moradkhani
AGU Fall Meeting Abstracts 2022, H22P-1038, 2022
2022
Natural Language Processing Insights from Twitter (X): An Ai-Powered Analysis of Public Sentiment and Humanitarian Concerns During the 2018 California Camp Fire
M Karimiziarani, E Foroumandi, H Moradkhani
Available at SSRN 5100814, 0
Generative Hydrologic Ensemble Data Assimilation
E Foroumandi, H Moradkhani
AGU24, 0
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Články 1–20