Inconsistency between mixed layer depth and near sea surface stratification over the global ocean
2026
Liu, Hao, Nie, Xunwei, Xu, Tengfei, Wang, Dingqi, Cui, Chaoran, Shao, Qiuli, Li, Yunzhou, Gong, Xun, Wei, Zexun
Sea Surface Foundation Temperature
Characterizing Spatial and Temporal Variability of California's Coastal Upwelling Using a Satellite-Derived CUTI Index
2026
Egerer, Ulrike, Ghate, Virendra P., Miller, Lee, Mitra, Arka, Xia, Geng, Krishnamurthy, Raghavendra
Ocean Currents, Sea Ice Concentration, Sea Surface Temperature
High-Resolution Thermal Remote Sensing in Marine and Freshwater Environments: State of Knowledge, Instrumentation Needs, and Implications for Future Studies
2026
Wethey, David S., Woodin, Sarah A., Vazquez-Cuervo, Jorge
Sea Surface Temperature , Sea Surface Temperature , Sea Ice Concentration, Sea Surface Temperature , Sea Surface Foundation Temperature
Multi-Source Data-Driven CNNTransformer Hybrid Modeling for Wind Energy Database Reconstruction in the Tropical Indian Ocean
2026
Xu, Jintao, Luo, Yao, Wu, Guanglin, Wang, Weiqiang, Zhang, Zhenqiu, Kanapathipillai, Arulananthan
Surface Winds , Surface Winds
Upper-Ocean Thermal Rejuvenation Within the Typhoon Inactivity Duration
2026
Li, Zhengbao, Zheng, Zhaofeng, Wang, Zixuan, Ju, Xia, Song, Zhuanling, Su, Ruitong, Sun, Kang, Hu, Xiaomin, Sun, Jia
Sea Surface Foundation Temperature
Marine heatwave in the Bohai-Yellow Seas enhanced the July 2025 rainstorm in Beijing and its surrounding areas
2026
Yang, Mengzhou, Zhao, Ning, Wang, Shuya, Li, Shixue, Zhou, Xiaohui, Qiao, Yu-Xiang, Lu, Er
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Sea Ice Concentration, Sea Surface Temperature , Sea Ice Concentration, Sea Surface Temperature
Phaseresolved attribution of tropical cyclone cold wakes from an interpretable datadriven model
2026
Liu, Yingjie, Shen, Dongliang, Wang, Haoyu, Wang, Yue, Li, Xiaofeng, Mu, Shanshan
Sea Ice Concentration, Sea Surface Temperature
Preto postmonsoon shifts in cyclonedriven sea surface temperature, salinity, and Chlorophylla responses in the Arabian Sea
2026
Abdulmawjood, Arwa Najah, Liu, Guoqiang, Zhang, Xiaoxiong, Abdul Gafoor, Fahim, Al Shehhi, Maryam R.
Sea Surface Foundation Temperature
Datasets for wind energy forecasting applications: A comprehensive
2026
Akhtar, Rabbaya, Mohammadi-Ivatloo, Behnam, Lassila, Jukka
Convergence/Divergence, Vorticity, Surface Winds , Wind Stress, WIND VELOCITY/SPEED, Ocean Currents, Planetary Boundary Layer Height, Sea Surface Temperature , Surface Temperature , Surface Winds , Air Temperature, Precipitation Rate , Wind Direction, Relative Humidity, Surface Winds , Surface Winds , Radar Cross-Section, Surface Winds , Radar Reflectivity, Surface Winds , Sea Surface Temperature , Sea Surface Temperature
Simulating oceanic responses to Super Typhoon Bolaven (2023) in the Northwest Pacific Ocean using a numerical model coupled with machine learning-based ocean vertical mixing parameterization
2026
Shen, Dongliang, Li, Xiaofeng
Sea Ice Concentration, Sea Surface Temperature
Integrated Spatio-Hydrological Modeling for Hydro-Power Management in North East India
2026
Kurbah, Shanbor, Barman, Diganta, Arjun, B. M., Das, Ranjit
Total Surface Precipitation Rate, Cloud Liquid Water/Ice, Precipitation Amount, Precipitation Rate
Subtropical mode water intrusion into the South China Sea through the Luzon strait revealed by radioactive dispersion from Fukushima power plant
2026
Lee, Seung-Tae, Cho, Yang-Ki, Seo, Seongbong, Kim, Kyeong Ok
Sea Ice Concentration, Sea Surface Temperature
Attention Enhanced ResNet for Ocean Surface Wind Speed Retrieval Using CYGNSS Observables
2025
Zhu, Yongchao, Lu, Qiuling, Ge, Maorong, Qu, Xiaochuan, Tao, Tingye, Yu, Kegen, Li, Shuiping
Radar Cross-Section, Radar Reflectivity, Surface Winds , Surface Winds
Application and Comparison of Satellite-Derived Sea Surface Temperature Gradients to Identify Seasonal and Interannual Variability off the California Coast: Preliminary Results and Future Perspectives
2025
Vazquez-Cuervo, Jorge, Garcia-Reyes, Marisol, Wethey, David S., Ciani, Daniele, Gomez-Valdes, Jose
Sea Surface Temperature , Sea Ice Concentration, Sea Surface Temperature
A global daily mesoscale front dataset from satellite observations: in
2025
Xing, Qinwang, Yu, Haiqing, Yu, Wei, Chen, Xinjun, Wang, Hui
Sea Surface Temperature , Sea Surface Temperature
Mixed layer depth parameterization and ocean surface cooling induced by
2025
Kudryavtsev, Vladimir N., Pivaev, Pavel D.
Sea Surface Temperature
Prescribing the aerosol effective radiative forcing in the Simple
2025
Mahfouz, Naser, Beydoun, Hassan, Mulmenstadt, Johannes, Keen, Noel, Varble, Adam C., Bertagna, Luca, Bogenschutz, Peter, Bradley, Andrew, Christensen, Matthew W., Clevenger, T. Conrad, Donahue, Aaron, Fast, Jerome, Foucar, James, Golaz, Jean-Christophe, Guba, Oksana, Hannah, Walter, Hillman, Benjamin, Jacob, Robert, Lin, Wuyin, Ma, Po-Lun, Qian, Yun, Singh, Balwinder, Terai, Christopher, Wang, Hailong, Wu, Mingxuan, Zhang, Kai, Gettelman, Andrew, Taylor, Mark, Leung, L. Ruby, Caldwell, Peter, Burrows, Susannah
Atmospheric Ozone, Sea Level Pressure, Surface Pressure, Pressure Thickness, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Cloud Fraction, Altitude, Geopotential Height, Ozone Profiles, Sea Ice Concentration, Sea Surface Temperature
Effect of Desert Dust Intrusion on the Detection of Marine Heatwaves
2025
Kishcha, Pavel, Starobinets, Boris
Geopotential Height, Altitude, Surface Temperature , Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Sea Surface Temperature , Sea Surface Foundation Temperature
Composite Three-Dimensional Biogeochemical Responses to Tropical
2025
Zheng, Hui, Zhang, WenZhou, Mei, Zhiguo
Salinity , Sea Surface Foundation Temperature
Intercomparison of bias of global sea surface temperature products associated with tropical cyclone passages in the western North Pacific
2025
Nakada, Eitaro, Tomita, Hiroyuki
Sea Ice Concentration, Sea Surface Temperature
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
Generative Data Assimilation for Surface Ocean State Estimation From
2025
Martin, Scott A., Manucharyan, Georgy E., Klein, Patrice
Sea Surface Height , Sea Surface Height Anomaly (SSHA), Sea Level Anomaly, SURFACE CURRENTS, MESOSCALE EDDIES, Sea Surface Temperature
On the global reconstruction of ocean interior variables: a feasibility data-driven study with simulated surface and water column observations
2025
Garcia-Espriu, Aina, Gonzalez-Haro, Cristina, Aguilar-Gomez, Fernando
Sea Surface Temperature , Sea Surface Temperature , Salinity , Surface Winds , Ocean Currents, Salinity , Salinity
Variations in marine heatwaves and cold spells in the Northwest Atlantic during 19932023
2025
Sea Surface Temperature , Sea Surface Temperature
Using machine learning to generate a GISS ModelE calibrated physics ensemble (CPE)
2025
Elsaesser, Gregory S., van LierWalqui, Marcus, Yang, Qingyuan, Kelley, Maxwell, Ackerman, Andrew S., Fridlind, Ann M., Cesana, Gregory V., Schmidt, Gavin A., Wu, Jingbo, Behrangi, Ali, Camargo, Suzana J., De, Bithi, Inoue, Kuniaki, LeitmannNiimi, Nicolas M., Strong, Jeffrey D. O.
Cloud Liquid Water/Ice, Atmospheric Water Vapor, Precipitation , Water Vapor Profiles, Convective Surface Precipitation Rate, Cloud Precipitable Water, Precipitation Rate , Rain , Atmospheric Heating