Research graph
References from Hydrodynamic controls of hypoxia formation in a shallow inverse estuary: Insights from Kuwait Bay. Local targets link to admitted publications; unresolved targets remain external evidence.
Hypoxia in the gulf of mexico: A machine learning approach for evaluation and prediction
2025 · External reference
Historic and contemporary contamination in the marine environment of kuwait: an overview
10.1016/j.marpolbul.2015.07.052 · 2015 · External reference
Marine life mortalities and harmful algal blooms in the northern arabian gulf
10.1080/14634988.2020.1798157 · 2020 · External reference
Environmental mechanisms associated with fish kill in a semi-enclosed water body: An integrated numerical modeling approach
10.1016/j.ecoenv.2021.112238 · 2021 · External reference
Hydro-environmental processes governing the formation of hypoxic parcels in an inverse estuarine water body: Model validation and discussion
10.1016/j.marpolbul.2019.04.067 · 2019 · External reference
Hydro-environmental processes governing the formation of hypoxic parcels in an inverse estuarine water body: Assessment of physical controls
10.1016/j.marpolbul.2020.111311 · 2020 · External reference
World record extreme sea surface temperatures in the northwestern arabian/persian gulf verified by in situ measurements
10.1016/j.marpolbul.2020.111766 · 2020 · External reference
Seasonal circulation assessments of the northern arabian/persian gulf
10.1016/j.marpolbul.2016.12.065 · 2017 · External reference
Unresolved reference
2015 · External reference
Balancing prediction accuracy and model complexity in groundwater forecasting: a multi-objective lstm framework for urban aquifers
2026 · External reference
Complexity-guided modeling for daily pan evaporation prediction using compact lstm models and nature-inspired optimization
10.1007/s11269-026-04728-7 · 2026 · External reference
Declining oxygen in the global ocean and coastal waters
10.1126/science.aam7240 · 2018 · External reference
Impact of trace metals and nutrients levels on phytoplankton from the Kuwait coast
10.1016/s0160-4120(00)00106-9 · 2001 · External reference
A numerical investigation of circulation in the Arabian Gulf
10.1029/92jc00841 · 1992 · External reference
Changes in the water quality conditions of Kuwait’s marine waters: long term impacts of nutrient enrichment
10.1016/j.marpolbul.2015.10.022 · 2015 · External reference
Spreading dead zones and consequences for marine ecosystems
10.1126/science.1156401 · 2008 · External reference
A fish kill of massive proportion in kuwait bay, arabian gulf, 2001: the roles of bacterial disease, harmful algae, and eutrophication
10.1016/s1568-9883(02)00013-6 · 2002 · External reference
Application of the cross wavelet transform and wavelet coherence to geophysical time series
10.5194/npg-11-561-2004 · 2004 · External reference
Empirical orthogonal functions and related techniques in atmospheric science: A review
10.1002/joc.1499 · 2007 · External reference
The role of wind field induced flow velocities in destratification and hypoxia reduction at meiling bay of large shallow Lake Taihu, China
10.1016/j.envpol.2017.09.095 · 2018 · External reference
Observations of seasonal exchange through the straits of hormuz and the inferred heat and freshwater budgets of the persian gulf
10.1029/2003jc001881 · 2003 · External reference
Observations of the lateral structure of wind-driven flow in a coastal plain estuary
10.1016/j.ecss.2018.11.018 · 2019 · External reference
Empirical orthogonal function analysis of ocean surface currents using complex and real-vector methods
10.1175/1520-0426(1998)015<0927:eofaoo>2.0.co;2 · 1998 · External reference
The circulation of the persian gulf: a numerical study
10.5194/os-2-27-2006 · 2006 · External reference
Effects of hypoxia and anoxia on the reproductive performance of the blue mussel mytilus edulis
10.1016/j.scitotenv.2025.179103 · 2025 · External reference
Highly variable bottom water oxygen concentration in the shallow arkona basin (baltic sea)
10.1016/j.jmarsys.2025.104134 · 2025 · External reference
Low-inflow estuaries: hypersaline, inverse, and thermal scenarios
2010 · External reference
Gravity currents and the release of salt from an inverse estuary
10.1038/327695a0 · 1987 · External reference
Temporal prediction of coastal water quality based on environmental factors with machine learning
10.3390/jmse11081608 · 2023 · External reference
Unresolved reference
1956 · External reference
A climatological overview of surface currents in the arabian gulf with special reference to the exclusive economic zone of Qatar
10.1002/joc.8603 · 2024 · External reference
Forecasting coastal hypoxia using a blend of mechanistic and artificial intelligence models
10.1038/s41598-025-17053-7 · 2025 · External reference
Coastal lagoons: transitional ecosystems between transitional and coastal waters
10.1007/s11852-010-0095-2 · 2011 · External reference
Summer flushing characteristics of kuwait bay
10.2112/jcoastres-d-13-00188.1 · 2014 · External reference
Estuarine hydrography
10.1016/s0065-2687(08)60208-3 · 1952 · External reference
Long short-term memory models of water quality in inland water environments
2023 · External reference
Gulf of mexico hypoxia, aka, the dead zone
10.1146/annurev.ecolsys.33.010802.150513 · 2002 · External reference
Deep learning and process understanding for data-driven earth system science
10.1038/s41586-019-0912-1 · 2019 · External reference
A transdisciplinary review of deep learning research and its relevance for water resources scientists
10.1029/2018wr022643 · 2018 · External reference
A modeling study of circulation and eddies in the persian gulf
10.1175/2010jpo4227.1 · 2010 · External reference
A practical guide to wavelet analysis
10.1175/1520-0477(1998)079<0061:apgtwa>2.0.co;2 · 1998 · External reference
Bottom water quality plasticity in the northern gulf of mexico hypoxic zone
10.1016/j.csr.2024.105295 · 2024 · External reference
Machine learning based predictions of dissolved oxygen in a small coastal embayment
10.3390/jmse8121007 · 2020 · External reference
Physical behaviour of a large, negative or inverse estuary
10.1016/0278-4343(90)90023-f · 1990 · External reference
Role of winds in interrupting the formation of coastal hypoxia
2022 · External reference
Influence of wind and river discharge on the hypoxia in a shallow bay
10.1007/s10236-015-0826-x · 2015 · External reference
A machine-learning-based model for water quality in coastal waters, taking dissolved oxygen and hypoxia in chesapeake bay as an example
10.1029/2020wr027227 · 2020 · External reference
Empirical orthogonal functions and related techniques in atmospheric science: A review
10.1002/joc.1499 · ExternalCitation · doi-reference
A climatological overview of surface currents in the arabian gulf with special reference to the exclusive economic zone of Qatar
10.1002/joc.8603 · ExternalCitation · doi-reference
Influence of wind and river discharge on the hypoxia in a shallow bay
10.1007/s10236-015-0826-x · ExternalCitation · doi-reference
Complexity-guided modeling for daily pan evaporation prediction using compact lstm models and nature-inspired optimization
10.1007/s11269-026-04728-7 · ExternalCitation · doi-reference
Coastal lagoons: transitional ecosystems between transitional and coastal waters
10.1007/s11852-010-0095-2 · ExternalCitation · doi-reference
Physical behaviour of a large, negative or inverse estuary
10.1016/0278-4343(90)90023-f · ExternalCitation · doi-reference
Bottom water quality plasticity in the northern gulf of mexico hypoxic zone
10.1016/j.csr.2024.105295 · ExternalCitation · doi-reference
Environmental mechanisms associated with fish kill in a semi-enclosed water body: An integrated numerical modeling approach
10.1016/j.ecoenv.2021.112238 · ExternalCitation · doi-reference
Observations of the lateral structure of wind-driven flow in a coastal plain estuary
10.1016/j.ecss.2018.11.018 · ExternalCitation · doi-reference
The role of wind field induced flow velocities in destratification and hypoxia reduction at meiling bay of large shallow Lake Taihu, China
10.1016/j.envpol.2017.09.095 · ExternalCitation · doi-reference
Highly variable bottom water oxygen concentration in the shallow arkona basin (baltic sea)
10.1016/j.jmarsys.2025.104134 · ExternalCitation · doi-reference
Historic and contemporary contamination in the marine environment of kuwait: an overview
10.1016/j.marpolbul.2015.07.052 · ExternalCitation · doi-reference
Changes in the water quality conditions of Kuwait’s marine waters: long term impacts of nutrient enrichment
10.1016/j.marpolbul.2015.10.022 · ExternalCitation · doi-reference
Seasonal circulation assessments of the northern arabian/persian gulf
10.1016/j.marpolbul.2016.12.065 · ExternalCitation · doi-reference
Hydro-environmental processes governing the formation of hypoxic parcels in an inverse estuarine water body: Model validation and discussion
10.1016/j.marpolbul.2019.04.067 · ExternalCitation · doi-reference
Hydro-environmental processes governing the formation of hypoxic parcels in an inverse estuarine water body: Assessment of physical controls
10.1016/j.marpolbul.2020.111311 · ExternalCitation · doi-reference
World record extreme sea surface temperatures in the northwestern arabian/persian gulf verified by in situ measurements
10.1016/j.marpolbul.2020.111766 · ExternalCitation · doi-reference
Effects of hypoxia and anoxia on the reproductive performance of the blue mussel mytilus edulis
10.1016/j.scitotenv.2025.179103 · ExternalCitation · doi-reference
Estuarine hydrography
10.1016/s0065-2687(08)60208-3 · ExternalCitation · doi-reference
Impact of trace metals and nutrients levels on phytoplankton from the Kuwait coast
10.1016/s0160-4120(00)00106-9 · ExternalCitation · doi-reference
A fish kill of massive proportion in kuwait bay, arabian gulf, 2001: the roles of bacterial disease, harmful algae, and eutrophication
10.1016/s1568-9883(02)00013-6 · ExternalCitation · doi-reference
Observations of seasonal exchange through the straits of hormuz and the inferred heat and freshwater budgets of the persian gulf
10.1029/2003jc001881 · ExternalCitation · doi-reference
A transdisciplinary review of deep learning research and its relevance for water resources scientists
10.1029/2018wr022643 · ExternalCitation · doi-reference
A machine-learning-based model for water quality in coastal waters, taking dissolved oxygen and hypoxia in chesapeake bay as an example
10.1029/2020wr027227 · ExternalCitation · doi-reference
A numerical investigation of circulation in the Arabian Gulf
10.1029/92jc00841 · ExternalCitation · doi-reference
Gravity currents and the release of salt from an inverse estuary
10.1038/327695a0 · ExternalCitation · doi-reference
Deep learning and process understanding for data-driven earth system science
10.1038/s41586-019-0912-1 · ExternalCitation · doi-reference
Forecasting coastal hypoxia using a blend of mechanistic and artificial intelligence models
10.1038/s41598-025-17053-7 · ExternalCitation · doi-reference
Marine life mortalities and harmful algal blooms in the northern arabian gulf
10.1080/14634988.2020.1798157 · ExternalCitation · doi-reference
Spreading dead zones and consequences for marine ecosystems
10.1126/science.1156401 · ExternalCitation · doi-reference
Declining oxygen in the global ocean and coastal waters
10.1126/science.aam7240 · ExternalCitation · doi-reference
Gulf of mexico hypoxia, aka, the dead zone
10.1146/annurev.ecolsys.33.010802.150513 · ExternalCitation · doi-reference
Empirical orthogonal function analysis of ocean surface currents using complex and real-vector methods
10.1175/1520-0426(1998)015<0927:eofaoo>2.0.co;2 · ExternalCitation · doi-reference
A practical guide to wavelet analysis
10.1175/1520-0477(1998)079<0061:apgtwa>2.0.co;2 · ExternalCitation · doi-reference
A modeling study of circulation and eddies in the persian gulf
10.1175/2010jpo4227.1 · ExternalCitation · doi-reference
Summer flushing characteristics of kuwait bay
10.2112/jcoastres-d-13-00188.1 · ExternalCitation · doi-reference
Temporal prediction of coastal water quality based on environmental factors with machine learning
10.3390/jmse11081608 · ExternalCitation · doi-reference
Machine learning based predictions of dissolved oxygen in a small coastal embayment
10.3390/jmse8121007 · ExternalCitation · doi-reference
Application of the cross wavelet transform and wavelet coherence to geophysical time series
10.5194/npg-11-561-2004 · ExternalCitation · doi-reference
The circulation of the persian gulf: a numerical study
10.5194/os-2-27-2006 · ExternalCitation · doi-reference
