Comparison of Cloud-Filling Algorithms for Marine Satellite Data

Ocean Color Algorithms for estimating chlorophyll a , CDOM absorption, and particle backscattering in the Arctic Ocean

(2020) K. M. Lewis et al.   JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS

Accuracy of Empirical Satellite Algorithms for Mapping Phytoplankton Diagnostic Pigments in the Open Ocean: A Supervised Learning Perspective

(2020) Andy Stock et al.   Frontiers in Marine Science

Filling the Gaps of Missing Data in the Merged VIIRS SNPP/NOAA-20 Ocean Color Product Using the DINEOF Method

(2019) Xiaoming Liu et al.   Remote Sensing

Reconstructing Geostationary Satellite Land Surface Temperature Imagery Based on a Multiscale Feature Connected Convolutional Neural Network

(2019) Penghai Wu et al.   Remote Sensing

Improving ocean color data coverage through machine learning

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

Deep learning in remote sensing applications: A meta-analysis and review

(2019) Lei Ma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Reconstruction of Ocean Color Data Using Machine Learning Techniques in Polar Regions: Focusing on Off Cape Hallett, Ross Sea

(2019) Jinku Park et al.   Remote Sensing

Blind cloud and cloud shadow removal of multitemporal images based on total variation regularized low-rank sparsity decomposition

(2019) Yong Chen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Recent pace of change in human impact on the world’s ocean

(2019) Benjamin S. Halpern et al.   Scientific Reports

Uncertainty analysis and robust areas of high and low modeled human impact on the global oceans

(2018) Andy Stock et al.   CONSERVATION BIOLOGY

Gap Filling of Missing Data for VIIRS Global Ocean Color Products Using the DINEOF Method

(2018) Xiaoming Liu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

Applications of DINEOF to Satellite-Derived Chlorophyll-a from a Productive Coastal Region

(2018) Andrea Hilborn et al.   Remote Sensing

Interpolated fields of satellite-derived multi-algorithm chlorophyll-a estimates at global and European scales in the frame of the European Copernicus-Marine Environment Monitoring Service

(2018) Bertrand Saulquin et al.   Journal of Operational Oceanography

The operational method of filling information gaps in satellite imagery using numerical models

(2018) Marta Konik et al.   International Journal of Applied Earth Observation and Geoinformation

Optimizing and comparing gap-filling techniques using simulated NDVI time series from remotely sensed global data

(2018) Yves Julien et al.   International Journal of Applied Earth Observation and Geoinformation

Regional chlorophyll a algorithms in the Arctic Ocean and their effect on satellite-derived primary production estimates

(2016) K.M. Lewis et al.   DEEP-SEA RESEARCH PART II-TOPICAL STUDIES IN OCEANOGRAPHY

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Elevated surface chlorophyll associated with natural oil seeps in the Gulf of Mexico

(2016) N. A. D’souza et al.   Nature Geoscience

Wind climatology of Toronto based on the NCEP/NCAR reanalysis 1 data and its potential relation to solar activity

(2016) Djordje Romanic et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Recent developments in assessment methodology reveal that the Baltic Sea eutrophication problem is expanding

(2015) Vivi Fleming-Lehtinen et al.   ECOLOGICAL INDICATORS

Analysis of high frequency geostationary ocean colour data using DINEOF

(2015) Aida Alvera-Azcárate et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Estimating oceanic primary productivity from ocean color remote sensing: A strategic assessment

(2015) Zhongping Lee et al.   JOURNAL OF MARINE SYSTEMS

Continued increases in Arctic Ocean primary production

(2015) Kevin R. Arrigo et al.   PROGRESS IN OCEANOGRAPHY

Natural variability of surface oceanographic conditions in the offshore Gulf of Mexico

(2015) Frank E. Muller-Karger et al.   PROGRESS IN OCEANOGRAPHY

Spatial Feature Reconstruction of Cloud-Covered Areas in Daily MODIS Composites

(2015) Stephan Paul et al.   Remote Sensing

Missing Information Reconstruction of Remote Sensing Data: A Technical Review

(2015) Huanfeng Shen et al.   IEEE Geoscience and Remote Sensing Magazine

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

Recent Arctic Ocean sea ice loss triggers novel fall phytoplankton blooms

(2014) Mathieu Ardyna et al.   GEOPHYSICAL RESEARCH LETTERS

Deoxygenation of the Baltic Sea during the last century

(2014) J. Carstensen et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Estimating global chlorophyll changes over the past century

(2014) Daniel G. Boyce et al.   PROGRESS IN OCEANOGRAPHY

Spatial and temporal variability of SST and ocean color in the Gulf of Maine based on cloud-free SST and chlorophyll reconstructions in 2003–2012

(2014) Yizhen Li et al.   REMOTE SENSING OF ENVIRONMENT

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

Reconstruction of satellite chlorophyll images under heavy cloud coverage using a neural classification method

(2013) Manel Jouini et al.   REMOTE SENSING OF ENVIRONMENT

Geospatial interpolation of MODIS-derived salinity and temperature in the Chesapeake Bay

(2013) Erin A. Urquhart et al.   REMOTE SENSING OF ENVIRONMENT

Global imprint of climate change on marine life

(2013) Elvira S. Poloczanska et al.   Nature Climate Change

Evaluation of ocean color algorithms in the southeastern Beaufort Sea, Canadian Arctic: New parameterization using SeaWiFS, MODIS, and MERIS spectral bands

(2012) Sélima Ben Mustapha et al.   CANADIAN JOURNAL OF REMOTE SENSING

Did the northeastern Gulf of Mexico become greener after the Deepwater Horizon oil spill?

(2011) Chuanmin Hu et al.   GEOPHYSICAL RESEARCH LETTERS

Secular trends in Arctic Ocean net primary production

(2011) Kevin R. Arrigo et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Cloud filling of ocean colour and sea surface temperature remote sensing products over the Southern North Sea by the Data Interpolating Empirical Orthogonal Functions methodology

(2010) Damien Sirjacobs et al.   JOURNAL OF SEA RESEARCH

Identifying four phytoplankton functional types from space: An ecological approach

(2010) Dionysios E. Raitsos et al.   LIMNOLOGY AND OCEANOGRAPHY

Merged satellite ocean color data products using a bio-optical model: Characteristics, benefits and issues

(2010) Stéphane Maritorena et al.   REMOTE SENSING OF ENVIRONMENT

Comparison of Spatial Interpolation Methods for Water Quality Evaluation in the Chesapeake Bay

(2009) Rebecca R. Murphy et al.   JOURNAL OF ENVIRONMENTAL ENGINEERING

Comparison of cloud-reconstruction methods for time series of composite NDVI data

(2009) Yves Julien et al.   REMOTE SENSING OF ENVIRONMENT

A Decade of Satellite Ocean Color Observations

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

Variability of upwelling and chlorophyll in the equatorial Atlantic

(2008) Semyon A. Grodsky et al.   GEOPHYSICAL RESEARCH LETTERS

Impact of a shrinking Arctic ice cover on marine primary production

(2008) Kevin R. Arrigo et al.   GEOPHYSICAL RESEARCH LETTERS