Latest Research in Marine Wave Forecasting

148 research papers · 2026 median publication year

Top Research Topics in Marine Wave Forecasting

Highest-Cited Papers

  1. Comparison Study of the Electrical Nature of Two Smoke‐Enhanced Sea Breeze Thunderstorm Cases During TRACER
  2. On Estimating the Convective Mixing‑Layer Height from Near‑Surface Horizontal Wind Spectra: A Comment on Liu & Otaki (1997) with New Proposals
  3. Estimation of the altitude profile of atmospheric optical turbulence intensity using gradient boosting
  4. Exploring the added value of assimilating satellite altimeter measurements in a North Sea wave model using the Deterministic Ensemble Kalman Filter
  5. Methods for measuring stratigraphic attitude and true thickness based on high-precision 3D real-scene models: A case study of the early Silurian Chongqing Lagerstätte Section, China
  6. Validation of PurpleAir PM2.5 Sensors in Temperate Urban Environments
  7. Process-oriented evaluation of machine learning and physics-based models for wave parameter prediction under extreme conditions in a fetch-limited sea
  8. AI-based multivariate analysis of environmental radiation dose trends in Taiwan
  9. Detection of linear deformation features in arctic landfast ice using InSAR and deep learning
  10. Enhancing Significant Wave Height Simulations Using Distribution‐Aware Deep Learning and Environmental Predictors
  11. Site‐Specific Post‐Processing of Spectral Wave Forecast by Learning From Buoy Measurements
  12. OceanMoE: Structured Conditional Sparse Computation for Long-Horizon Multivariate Ocean Forecasting
  13. Prospects for Mercury Observations with the BepiColombo Laser Altimeter (BELA): Implications for Estimating Surface Roughness from Laser Altimetry
  14. An AI-based algorithm for retrieving aerosol optical depth and single scattering albedo using All-Sky Imager observations
  15. Regional Marine Gravity Field Refinement by Integrating Region-Adaptive Fusion and Multi-Relational Graph Residual Learning
  16. No error was raised: twenty-six broken measurements from a cross-domain audit of free satellite data
  17. A Continuous-Time Ensemble Kalman-Bucy Smoother for Causal Inference and Model Discovery
  18. A global gridded dataset of significant wave height via fusion of multi-mission altimetry and numerical hindcast
  19. A multi-angle and polarization-based retrieval algorithm for aerosol layer height of smoke and dust
  20. Sea Surface Current Vector Reconstruction from Multitemporal Sentinel-1 Doppler Observations: A Trajectory-Crossing Approach with Spatial Registration

Sub-Regions

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
L2 Region - - 2026 Sep Q3

Marine Wave Forecasting

148 papers

Top Topics (10)

Air Quality Monitoring and Forecasting29
Ocean Waves and Remote Sensing17
Atmospheric aerosols and clouds7
Landslides and related hazards6
Meteorological Phenomena and Simulations5
Wind and Air Flow Studies4
Methodology4
Machine Learning3
Geophysics and Gravity Measurements3
Numerical Analysis3

Top Publications (20)

1.Comparison Study of the Electrical Nature of Two Smoke‐Enhanced Sea Breeze Thunderstorm Cases During TRACER2.On Estimating the Convective Mixing‑Layer Height from Near‑Surface Horizontal Wind Spectra: A Comment on Liu & Otaki (1997) with New Proposals3.Estimation of the altitude profile of atmospheric optical turbulence intensity using gradient boosting4.Exploring the added value of assimilating satellite altimeter measurements in a North Sea wave model using the Deterministic Ensemble Kalman Filter5.Methods for measuring stratigraphic attitude and true thickness based on high-precision 3D real-scene models: A case study of the early Silurian Chongqing Lagerstätte Section, China6.Validation of PurpleAir PM2.5 Sensors in Temperate Urban Environments7.Process-oriented evaluation of machine learning and physics-based models for wave parameter prediction under extreme conditions in a fetch-limited sea8.AI-based multivariate analysis of environmental radiation dose trends in Taiwan9.Detection of linear deformation features in arctic landfast ice using InSAR and deep learning10.Enhancing Significant Wave Height Simulations Using Distribution‐Aware Deep Learning and Environmental Predictors11.Site‐Specific Post‐Processing of Spectral Wave Forecast by Learning From Buoy Measurements12.OceanMoE: Structured Conditional Sparse Computation for Long-Horizon Multivariate Ocean Forecasting13.Prospects for Mercury Observations with the BepiColombo Laser Altimeter (BELA): Implications for Estimating Surface Roughness from Laser Altimetry14.An AI-based algorithm for retrieving aerosol optical depth and single scattering albedo using All-Sky Imager observations15.Regional Marine Gravity Field Refinement by Integrating Region-Adaptive Fusion and Multi-Relational Graph Residual Learning16.No error was raised: twenty-six broken measurements from a cross-domain audit of free satellite data17.A Continuous-Time Ensemble Kalman-Bucy Smoother for Causal Inference and Model Discovery18.A global gridded dataset of significant wave height via fusion of multi-mission altimetry and numerical hindcast19.A multi-angle and polarization-based retrieval algorithm for aerosol layer height of smoke and dust20.Sea Surface Current Vector Reconstruction from Multitemporal Sentinel-1 Doppler Observations: A Trajectory-Crossing Approach with Spatial Registration

Sub-Regions (6)

AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.