Basinwide Atlantic Ocean water mass classification and climatic variability from machine learning
2026
Lanham, Joshua, Srinivasan, Kaushik, Cimoli, Laura, Mashayek, Ali
Salinity , Potential Temperature
Capturing Mesoscale and Submesoscale Ocean Fronts in the Gulf of Mexico
2026
Cruz, Ethan, Subrahmanyam, Bulusu
Salinity
Classification of sea-ice concentration from ship-board S-band radar images using open-source machine learning tools
2026
Westbrook, Elizabeth, Gaube, Peter, Culhane, Emmett, Bingham, Frederick, Pacini, Astrid, Schmidgall, Carlyn, Schanze, Julian, Drushka, Kyla
Sea Surface Temperature , Ocean Surface Salinity, SURFACE CONDUCTIVITY, Ocean Temperature, Salinity , Conductivity, Ocean Salinity, Sea Ice Concentration, Sea Ice Concentration, RADAR IMAGERY, RADAR
Assessing the Regional Accuracy of Arctic Satellite Sea Surface Salinity: Insights from Reanalyses and In Situ Observations
2026
Sanchez-Urrea, Maria, Umbert, Marta, Gali, Marti, De Andres, Eva, Garcia-Espriu, Aina, Gonzalez-Gambau, Veronica, Olmedo, Estrella, McPherson, Rebecca, Gabarro, Carolina
Salinity , Salinity , Surface Winds
Investigating the contributions of herbaceous vegetation biomass to soil
2026
Jensen, Daniel, Solohin, Elena, Castaneda-Moya, Edward, Simard, Marc, Thompson, David R., Jones, Cathleen E., Christensen, Alexandra, Rovai, Andre, Fontenot, Andy, Twilley, Robert
REFLECTED INFRARED, Deltas, VISIBLE IMAGERY, Wetlands , Reflectance , Salinity , Water Depth, Water Depth, Inundation, Surface Water Processes/Measurements, Sedimentation , Erosion/Sedimentation , Accretion, Soil Bulk Density, Organic Matter, Soil Organic Carbon (SOC), Sedimentation , Infrared Radiance, Estuary, Sediments, VIEWING GEOMETRY, Vegetation Cover, Geolocation, Visible Radiance, Biomass, Forests, Wetlands , Soil Rooting Depth, Vegetation Fraction, Primary Production
Delta-X: AVIRIS-NG L2 Surface Reflectance, MRD Louisiana, 2021 Delta-X: Delft3D FM, Extended Domain Hydrodynamic Model Delta-X: AVIRIS-NG BRDF-Adjusted Surface Reflectance and Mosaics, MRD, LA, 2021, V3 Delta-X: Feldspar Sediment Accretion Measurements, MRD, LA, USA, 2019-2023, Version 4 Delta-X: AVIRIS-NG L1B Spectral Radiance Products, MRD, Louisiana, 2021 Delta-X AVIRIS-NG and UAVSAR L3 Derived Forest Aboveground Biomass, MRD, LA Delta-X: Belowground Biomass and Necromass across Wetlands, MRD, LA, USA, 2021, V2 Delta-X: Aboveground Biomass and Necromass across Wetlands, MRD, Louisiana, 2021, V2 Delta-X: AVIRIS-NG L2B Derived Fractional Cover, MRD, LA, USA, 2021 Delta-X: AVIRIS-NG L3 Derived Herbaceous Aboveground Biomass, MRD, Louisiana, USA, V3
Estimating Meridional Energy Fluxes by Internal Waves in the Southern
2026
Li, Youran, Mazloff, Matthew R., Gille, Sarah T.
Potential Temperature, Salinity , Ocean Currents, Fresh Water Flux, Heat Flux
Deep Seafloor Ambient Seismic Noise Monitoring for Oceanic and Atmospheric Pressure Changes
2026
Luo, Bingxu, Zhang, Shuo, Takeuchi, Nozomu, Lumley, David, Li, Dou, Zhu, Hejun, Beck, Susan L.
Salinity , Potential Temperature, Wind Speed , Surface Winds , Sea Level Pressure, Specific Humidity, Air Temperature, Sea Surface Height , Ocean Pressure, Water Pressure, Salinity/Density, Density, Water Pressure
Heavy precipitation-induced Yangtze River runoff greatly regulates heterotrophic prokaryotes production and induces P-limited growth in the northern East China Sea
2026
Baek, Yong-Jae, Kim, Bomina, Youn, Seok-Hyun, Lee, Sang-Heon, Jang, Hyo-Keun, Han, Heejun, Ducklow, Hugh W., Kim, Sung-Han, Hyun, Jung-Ho
Salinity , Surface Winds
Delta-X: An airborne remote sensing framework to calibrate hydrodynamic
2026
Simard, Marc, Jones, Cathleen E., Twilley, Robert R., Castaneda-Moya, Edward, Fagherazzi, Sergio, Fichot, Cedric G., Lamb, Michael P., Passalacqua, Paola, Pavelsky, Tamlin M., Thompson, David R., Belhadj-aissa, Saoussen, Biswas, Pradipta, Christensen, Alexandra, Cortese, Luca, Denbina, Michael, Donatelli, Carmine, Flores, Sarah, Fontenot, Andy, Harringmeyer, Joshua P., Jensen, Daniel, Mallard, John, Nghiem, Justin, Oliver-Cabrera, Talib, Payandeh, Ali Reza, Rovai, Andre S., Solohin, Elena, Soloy, Antoine, Varugu, Bhuvan, Wang, Dongchen, Wright, Kyle, Zhang, Xiaohe, Zheng, Yang
Hydroperiod, Inundation, Water Channels, Surface Water Processes/Measurements, Estuary, Water Depth, Coastal Bathymetry, Rivers/Stream, Wetlands , Deltas, Digital Elevation/Terrain Model (DEM) , Coastal Elevation, Wetlands , Stage Height, Salt Marsh, Coastal, Biomass, Wetlands , Forests, Suspended Solids, Terrain Elevation , Primary Production, Vegetation Species, Plant Characteristics, Sedimentation , Accretion, Isotopic Age, Soil Horizons/Profile, Infrared Radiance, Sedimentation , Sediments, VIEWING GEOMETRY, Vegetation Cover, Geolocation, Visible Radiance, Sediment Transport, Sediment Transport, Attenuation/Transmission, Vegetation Fraction, Sea Level Changes , REFLECTED INFRARED, VISIBLE IMAGERY, Reflectance , Isotopes, Nutrients , Nutrient Cycling, Isotope Ratios, Sediment Transport, Sediment Transport, Nitrogen, Organic Matter, Soil Bulk Density, Carbon , Potassium, Nitrogen, Dominant Species, Discharge/Flow , Soil Rooting Depth, Salinity , Sediment Composition, Organic Matter, Solids, Surface Water Chemistry, Soil Organic Carbon (SOC), Sedimentation , Water Depth, Water Characteristics, Turbidity, Water Temperature , Chlorophyll Concentrations, Sedimentation
Delta-X: Delft3D FM, Weighted Mean Hydroperiod, MRD, Louisiana, USA Delta-X: Sonar Bathymetry Survey of Channels, MRD, Louisiana, 2021 Pre-Delta-X: Channel Bathymetry of the Atchafalaya Basin, LA, USA, 2016 Delta-X: Digital Elevation Model, MRD, LA, USA, 2021 Delta-X: UAVSAR L3 Water Level Changes, MRD, Louisiana, 2021 Delta-X: Aboveground Biomass and Necromass across Wetlands, MRD, Louisiana, 2021, V2 Delta-X AVIRIS-NG and UAVSAR L3 Derived Forest Aboveground Biomass, MRD, LA Delta-X: Total Suspended Solids Concentration across MRD, LA, USA, 2021, Version 2 Delta-X: UAVSAR L1 Single Look Complex (SLC) Stack Products, MRD, Louisiana, 2021 Delta-X: AirSWOT Level 1B Interferogram Products in Radar Coordinates, 2021 Delta-X: AVIRIS-NG L3 Derived Herbaceous Aboveground Biomass, MRD, Louisiana, USA, V3 Delta-X: UAVSAR L3 Gridded Open Water Channels, MRD, LA, USA, 2021, V2 Delta-X: Aboveground Vegetation Structure, Herbaceous Wetlands, MRD, LA, USA, V2 Delta-X: Soil Accretion Rates from Cs-137 Activity and NUMAR Validation, MRD, LA Delta-X: AVIRIS-NG L1B Spectral Radiance Products, MRD, Louisiana, 2021 Delta-X: Delft3D Broad-Scale Sediment Model, Terrebonne Basin, MRD, Louisiana, USA Pre-Delta-X: UAVSAR-derived Water Level Change Maps, Atchafalaya Basin, LA, USA, 2016 Delta-X: In situ Beam Attenuation and Particle Size from LISST-200X, 2021 Delta-X: AVIRIS-NG L2B Derived Fractional Cover, MRD, LA, USA, 2021 Delta-X: UAVSAR L2 Interferometric Products, MRD, Louisiana, 2021 Delta-X: AVIRIS-NG L2 Surface Reflectance, MRD Louisiana, 2021 Delta-X: Root Stable Isotopes from Herbaceous Wetlands, MRD, LA, USA, August 2021 Delta-X: NUMAR Predictive Model for Marsh Accretion Rates and Chemical Properties Delta-X: Matlab Model for Wax Lake Delta Land Accretion Delta-X: Delft3D Sediment Model, Site 421, Terrebonne Basin, MRD, Louisiana, USA Delta-X: Soil Properties for Herbaceous Wetlands, MRD, Louisiana, 2021, V3 Delta-X: Foliar Stable Isotopes, MRD, LA, USA, 2021 Delta-X: Acoustic Doppler Current Profiler Channel Surveys, MRD, Louisiana, 2021, V2 Delta-X: Ecogeomorphic Cell Products across the MRD, LA, USA, 2021 Delta-X: UAVSAR L1B Interferometric Products, MRD, Louisiana, 2021 Delta-X: Belowground Biomass and Necromass across Wetlands, MRD, LA, USA, 2021, V2 Delta-X: Delft3D FM, Weighted Mean Salinity, MRD, Louisiana, USA Delta-X: Delft3D Broad-Scale Sediment Model, Atchafalaya Basin, MRD, Louisiana, USA Delta-X: Particulate Organic Carbon Concentration from Water Samples, MRD, LA, 2021 Delta-X: Feldspar Sediment Accretion Measurements, MRD, LA, USA, 2019-2023, Version 4 Delta-X: Delft3D FM, Extended Domain Hydrodynamic Model Delta-X: In-situ Water Surface Elevation, MRD, Louisiana, USA, 2021 Delta-X: In Situ Water Quality Indicators across MRD, LA, USA, 2021, Version 2 Delta-X: NUMAR Soil Accretion Modeled to 2100, MRD, Louisiana, USA
Expanding Access to Science Participation: A FAIR Framework for
2026
Panta, Aashish, Sahistan, Alper, Huang, Xuan, Gooch, Amy A., Scorzelli, Giorgio, Torres, Hector, Klein, Patrice, Ovando-Montejo, Gustavo A., Lindstrom, Peter, Pascucci, Valerio
Potential Temperature, Salinity , Ocean Currents, Fresh Water Flux, Heat Flux
Comparing Sea Surface Salinity Variability from Spaceborne and In Situ
2026
Ferola, Antonino Ian, Sabia, Roberto, Cotroneo, Yuri, Cesarano, Cinzia, Olmedo, Estrella, Gonzalez-Gambau, Veronica, Wadhams, Peter, Aulicino, Giuseppe
Salinity
Persistent Topographic Trapping of the Middle Atlantic Bight Shelfbreak Front
2026
Taenzer, Lukas L., Gawarkiewicz, Glen G., Plueddemann, Albert J.
Salinity
Pathways of forward energy cascades in the northern Bay of Bengal
2026
Jagannathan, Arjun, Srinivasan, Kaushik, Damien, Pierre, Molemaker, M. Jeroen, Barkan, Roy, Patnaik, Nikhil, McWilliams, James C., Mathur, Manikandan, Sengupta, Debasis
Surface Winds , Salinity
Multi-Sensor Airborne Remote Sensing for Calibrating Hydrodynamic and
2026
Payandeh, Ali Reza, Simard, Marc, Jones, Cathleen E., Christensen, Alexandra, Jensen, Daniel, Denbina, Michael, OliverCabrera, Talib
Deltas, Digital Elevation/Terrain Model (DEM) , Coastal Elevation, Surface Water Processes/Measurements, Land Use/Land Cover Classification , Vegetation Cover, Wetlands , Stage Height, Inundation, Rivers/Stream, Estuary, Salt Marsh, Coastal, Salinity , Water Depth, Water Depth, Hydroperiod, Turbidity, Suspended Solids, Sediments
Delta-X: Digital Elevation Model, MRD, LA, USA, 2021 Delta-X: In-situ Water Surface Elevation, MRD, Louisiana, USA, 2021 Delta-X AVIRIS-NG L3 Derived Vegetation Types, MRD, Louisiana, USA Delta-X: UAVSAR L3 Water Level Changes, MRD, Louisiana, 2021 Delta-X: Delft3D FM, Extended Domain Hydrodynamic Model Delta-X: Delft3D FM, Weighted Mean Hydroperiod, MRD, Louisiana, USA Delta-X: Delft3D FM, Weighted Mean Salinity, MRD, Louisiana, USA Delta-X: AVIRIS-NG L3-derived Water Quality, TSS, and Turbidity, MRD, V3
Observed physical and biogeochemical variability due to tropical cyclone Mocha using glider observations in the Bay of Bengal
2026
Thangaprakash, V. P., Sureshkumar, N., Srinivas, K. Siva, Chandramouli, A., Theagarajan, Sai, Rajasekhar, Y., Kumar, Virendra, Kumar, M. Ramesh
Salinity
Sea surface salinity variability assessment in a tropical coast using integrated all-weather satellite data
2026
Ajibola-James, Opeyemi, Okeke, Francis I., Ojinnaka, Oliver C.
Surface Winds , Salinity , Salinity
Sea surface salinity variability in the Gulf of Anadyr: Inferences from satellite observations and a coupled iceocean model
2026
Jung, Jihun, Durski, Scott M., Kurapov, Alexander L.
Salinity
Validation of forecasted surface sensible and latent heat fluxes by GFS
2026
Hunter, Hope, Zhang, Chidong, Zhang, Dongxiao, Horowitz, Hannah M.
Salinity , TEMPERATURE PROFILES, Conductivity, Sea Surface Temperature , Oxygen, Chlorophyll , Fluorescence, Photosynthetically Active Radiation , Surface Winds , Wave Height, Wave Period, Ocean Currents, Sea Level Pressure, Water Vapor Indicators, Air Temperature, Surface Winds
An approach for good modeling and forecasting of sea surface salinity in
2025
Ajibola-James, Opeyemi, Okeke, Francis I.
Surface Winds , Salinity , Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Airborne Remote Sensing of Concurrent Submesoscale Dynamics and
2025
Lang, Sarah E., Omand, Melissa M., Lenain, Luc
Visible Wavelengths, Infrared Wavelengths, Visible Radiance, VISIBLE IMAGERY, Ocean Chemistry, Silicate, Phosphate, Inorganic Carbon, Organic Carbon, Nitrite, Nitrate, Chlorophyll , Conductivity, Salinity , Salinity/Density, Sea Surface Temperature , Relative Humidity, Atmospheric Pressure Measurements, Surface Temperature , Chlorophyll Concentration
An assessment of seawater desalination impact on salinities in the
2025
Nesterov, Oleksandr
Salinity
An Eastern Gulf of Maine Salinity Index for Monitoring Winter Scotian
2025
Grodsky, Semyon A., Vandemark, Doug, Levin, Julia C.
Salinity
A Reassessment of the Role of Atmospheric and Oceanic Forcing on Ice
2025
Picton, H. J., Nienow, P. W., Slater, D. A., Chudley, T. R.
Radar Backscatter, Glacier Extent, Density, TEMPERATURE PROFILES, Salinity , Conductivity, Water Temperature, Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation
Mapping of a middepth Salinity Maximum Intrusion south of New England in June 2021 and implications for crossshelf exchange
2025
Gawarkiewicz, Glen G., Taenzer, Lukas L., Silver, Adrienne, Ryan, Svenja, Green, Erica, Gangopadhyay, Avijit, Musgrave, Ruth, Bahr, Frank, Kukulya, Amy, Yoder, Noa
Sea Surface Temperature , Salinity , Surface Winds
Leveraging satellite observations and machine learning for underwater sound speed estimation
2025
Madiligama, Madusanka, Zou, Zheguang, Zhang, Likun
Sea Ice Concentration, Sea Surface Temperature , Salinity