Predicting subsurface thermohaline structure from remote sensing data based on long short-term memory neural networks

Record-Setting Ocean Warmth Continued in 2019

(2020) Lijing Cheng et al.   ADVANCES IN ATMOSPHERIC SCIENCES

A Dynamical‐Statistical Approach to Retrieve the Ocean Interior Structure From Surface Data: SQG‐mEOF‐R

(2020) Hengqian Yan et al.   JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS

Warming trends increasingly dominate global ocean

(2020) Gregory C. Johnson et al.   Nature Climate Change

OPEN: A New Estimation of Global Ocean Heat Content for Upper 2000 Meters from Remote Sensing Data

(2020) Hua Su et al.   Remote Sensing

A Deep Learning Network to Retrieve Ocean Hydrographic Profiles from Combined Satellite and In Situ Measurements

(2020) Bruno Buongiorno Nardelli   Remote Sensing

2018 Continues Record Global Ocean Warming

(2019) Lijing Cheng et al.   ADVANCES IN ATMOSPHERIC SCIENCES

Deep learning and process understanding for data-driven Earth system science

(2019) Markus Reichstein et al.   NATURE

Towards quantifying uncertainty in ocean heat content changes using synthetic profiles

(2019) Lesley C Allison et al.   Environmental Research Letters

Estimating Subsurface Thermohaline Structure of the Global Ocean Using Surface Remote Sensing Observations

(2019) Hua Su et al.   Remote Sensing

Subsurface temperature estimation from remote sensing data using a clustering-neural network method

(2019) Wenfang Lu et al.   REMOTE SENSING OF ENVIRONMENT

Reconstructing the Ocean Interior from High-Resolution Sea Surface Information

(2019) Lei Liu et al.   JOURNAL OF PHYSICAL OCEANOGRAPHY

Reconstructed 3-D Ocean Temperature Derived from Remotely Sensed Sea Surface Measurements for Mixed Layer Depth Analysis

(2019) Yubeen Jeong et al.   Remote Sensing

2017 was the warmest year on record for the global ocean

(2018) Lijing Cheng et al.   ADVANCES IN ATMOSPHERIC SCIENCES

Retrieving ocean subsurface temperature using a satellite-based geographically weighted regression model

(2018) Hua Su et al.   JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS

Reconstructing the Subsurface Temperature Field by Using Sea Surface Data Through Self-Organizing Map Method

(2018) Cheng Chen et al.   IEEE Geoscience and Remote Sensing Letters

Salinity Profile Estimation in the Pacific Ocean from Satellite Surface Salinity Observations

(2018) Senliang Bao et al.   JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY

Reconstruction of Subsurface Velocities From Satellite Observations Using Iterative Self-Organizing Maps

(2017) Christopher Chapman et al.   IEEE Geoscience and Remote Sensing Letters

Inconsistent Subsurface and Deeper Ocean Warming Signals During Recent Global Warming and Hiatus

(2017) Hua Su et al.   JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS

Improved estimates of ocean heat content from 1960 to 2015

(2017) Lijing Cheng et al.   Science Advances

Sensitivity of Global Upper-Ocean Heat Content Estimates to Mapping Methods, XBT Bias Corrections, and Baseline Climatologies*

(2016) Tim Boyer et al.   JOURNAL OF CLIMATE

Estimation of subsurface temperature anomaly in the Indian Ocean during recent global surface warming hiatus from satellite measurements: A support vector machine approach

(2015) Hua Su et al.   REMOTE SENSING OF ENVIRONMENT

Retrieving the evolution of vertical profiles of Chlorophyll-a from satellite observations using Hidden Markov Models and Self-Organizing Topological Maps

(2015) A.A. Charantonis et al.   REMOTE SENSING OF ENVIRONMENT

Uncertainties of the Ocean Heat Content Estimation Induced by Insufficient Vertical Resolution of Historical Ocean Subsurface Observations

(2014) Lijing Cheng et al.   JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY

Varying planetary heat sink led to global-warming slowdown and acceleration

(2014) X. Chen et al.   SCIENCE

Distinctive climate signals in reanalysis of global ocean heat content

(2013) Magdalena A. Balmaseda et al.   GEOPHYSICAL RESEARCH LETTERS

Reconstructing the Ocean's Interior from Surface Data

(2013) Jinbo Wang et al.   JOURNAL OF PHYSICAL OCEANOGRAPHY

Subsurface and deeper ocean remote sensing from satellites: An overview and new results

(2013) Victor Klemas et al.   PROGRESS IN OCEANOGRAPHY

A new estimate of the global 3D geostrophic ocean circulation based on satellite data and in-situ measurements

(2012) S. Mulet et al.   DEEP-SEA RESEARCH PART II-TOPICAL STUDIES IN OCEANOGRAPHY

Estimation of Subsurface Temperature Anomaly in the North Atlantic Using a Self-Organizing Map Neural Network

(2012) Xiangbai Wu et al.   JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY

Model-based evidence of deep-ocean heat uptake during surface-temperature hiatus periods

(2011) Gerald A. Meehl et al.   Nature Climate Change

Estimating the Four-Dimensional Structure of the Southern Ocean Using Satellite Altimetry

(2010) A. J. S. Meijers et al.   JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY

A Method to Estimate Three-Dimensional Thermal Structure from Satellite Altimetry Data

(2009) Akiko Takano et al.   JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY