Improving blank ocean satellite data through machine learning: Case study and application in the Bohai Sea, China

Spectral Temporal Information for Missing Data Reconstruction (STIMDR) of Landsat Reflectance Time Series

(2022) Zhipeng Tang et al.   Remote Sensing

Boosting riverine sediment by artificial flood in the Yellow River and the implication for delta restoration

(2022) Xiao Wu et al.   MARINE GEOLOGY

Decadal Variation and Regulation Mechanisms of the Suspended Sediment Concentration in the Bohai Sea, China

(2022) Gaibo Zhao et al.   JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS

STA-GAN: A Spatio-Temporal Attention Generative Adversarial Network for Missing Value Imputation in Satellite Data

(2022) Shuyu Wang et al.   Remote Sensing

Chlorophyll‐Based Model to Estimate Underwater Photosynthetically Available Radiation for Modeling, In‐Situ , and Remote‐Sensing Applications

(2021) Xiaogang Xing et al.   GEOPHYSICAL RESEARCH LETTERS

Application of a Partial Convolutional Neural Network for Estimating Geostationary Aerosol Optical Depth Data

(2021) Yannic Lops et al.   GEOPHYSICAL RESEARCH LETTERS

Cloudy-sky land surface temperature from VIIRS and MODIS satellite data using a surface energy balance-based method

(2021) Aolin Jia et al.   REMOTE SENSING OF ENVIRONMENT

Evaluation of Rainfall‐Snowfall Separation Performance in Remote Sensing Datasets

(2021) Yalei You et al.   GEOPHYSICAL RESEARCH LETTERS

Pathways of suspended sediments transported from the Yellow River mouth to the Bohai Sea and Yellow Sea

(2020) Xingmin Liu et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Purely satellite data–driven deep learning forecast of complicated tropical instability waves

(2020) Gang Zheng et al.   Science Advances

Comparison of Cloud-Filling Algorithms for Marine Satellite Data

(2020) Andy Stock et al.   Remote Sensing

A Machine Learning Approach to Estimate Surface Chlorophyll a Concentrations in Global Oceans From Satellite Measurements

(2020) Chuanmin Hu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Improving ocean color data coverage through machine learning

(2019) Shuangling Chen et al.   REMOTE SENSING OF ENVIRONMENT

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

(2019) Markus Reichstein et al.   NATURE

A review of machine learning applications to coastal sediment transport and morphodynamics

(2019) Evan B. Goldstein et al.   EARTH-SCIENCE REVIEWS

Missing Data Reconstruction in Remote Sensing Image With a Unified Spatial-Temporal-Spectral Deep Convolutional Neural Network

(2018) Qiang Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

An Adaptive Weighted Tensor Completion Method for the Recovery of Remote Sensing Images With Missing Data

(2017) Michael Kwok-Po Ng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Quantitative Assessment on Multiple Timescale Features and Dynamics of Sea Surface Suspended Sediment Concentration Using Remote Sensing Data

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

The Impact of Submesoscale Physics on Primary Productivity of Plankton

(2016) Amala Mahadevan   Annual Review of Marine Science

Cloud adjacency effects on top-of-atmosphere radiance and ocean color data products: A statistical assessment

(2016) Lian Feng et al.   REMOTE SENSING OF ENVIRONMENT

Quantifying natural delta variability using a multiple-point geostatistics prior uncertainty model

(2016) Céline Scheidt et al.   JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE

Deep learning

(2015) Yann LeCun et al.   NATURE

World’s Largest Macroalgal Blooms Altered Phytoplankton Biomass in Summer in the Yellow Sea: Satellite Observations

(2015) Qianguo Xing et al.   Remote Sensing

Impact of artificial water and sediment discharge regulation in the Huanghe (Yellow River) on the transport of particulate heavy metals to the sea

(2014) Naishuang Bi et al.   CATENA

Spatial and Temporal Distribution of Clouds Observed by MODIS Onboard the Terra and Aqua Satellites

(2013) Michael D. King et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Retrieval of the seawater reflectance for suspended solids monitoring in the East China Sea using MODIS, MERIS and GOCI satellite data

(2013) David Doxaran et al.   REMOTE SENSING OF ENVIRONMENT

Eddy-Driven Stratification Initiates North Atlantic Spring Phytoplankton Blooms

(2012) A. Mahadevan et al.   SCIENCE

Seasonal variation of suspended-sediment transport through the southern Bohai Strait

(2011) Naishuang Bi et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Backwater and river plume controls on scour upstream of river mouths: Implications for fluvio-deltaic morphodynamics

(2011) Michael P. Lamb et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Natural Processes in Delta Restoration: Application to the Mississippi Delta

(2010) Chris Paola et al.   Annual Review of Marine Science

Recent changes in sediment delivery by the Huanghe (Yellow River) to the sea: Causes and environmental implications in its estuary

(2010) Houjie Wang et al.   JOURNAL OF HYDROLOGY

A Decade of Satellite Ocean Color Observations

(2008) Charles R. McClain   Annual Review of Marine Science

Evaluation of MODIS SWIR and NIR-SWIR atmospheric correction algorithms using SeaBASS data

(2008) Menghua Wang et al.   REMOTE SENSING OF ENVIRONMENT