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

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Nonlinear Regression Analysis and Its Applications
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Merged series of normalized water leaving radiances obtained from multiple satellite missions for the Mediterranean Sea
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Tower-based radiometric observations at a coastal site in the Baltic Proper
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Assimilation of SeaWiFS data into a global ocean-biogeochemical model using a local SEIK filter
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Skill assessment in ocean biological data assimilation
inferredcites →https://doi.org/10.1016/j.rse.2004.08.014openalex-snapshot
Consistent merging of satellite ocean color data sets using a bio-optical model
inferredcites →https://doi.org/10.1016/j.rse.2005.07.001openalex-snapshot
An improved in-situ bio-optical data set for ocean color algorithm development and satellite data product validation
inferredcites →https://doi.org/10.1016/j.rse.2006.01.015openalex-snapshot
A multi-sensor approach for the on-orbit validation of ocean color satellite data products
inferredcites →https://doi.org/10.1016/j.rse.2007.09.001openalex-snapshot
HYDROPT: A fast and flexible method to retrieve chlorophyll-a from multispectral satellite observations of optically complex coastal waters
inferredcites →https://doi.org/10.1016/s0034-4257(00)00206-6openalex-snapshot
How precise are SeaWiFS ocean color estimates? Implications of digitization-noise errors
inferredcites →https://doi.org/10.1029/1999jc000028openalex-snapshot
Global seasonal climatologies of ocean chlorophyll: Blending in situ and satellite data for the Coastal Zone Color Scanner era
inferredcites →https://doi.org/10.1029/2004jc002527openalex-snapshot
Independence and interdependencies among global ocean color properties: Reassessing the bio‐optical assumption
inferredcites →https://doi.org/10.1029/2005gl024310openalex-snapshot
Colored dissolved organic matter and its influence on the satellite‐based characterization of the ocean biosphere
inferredcites →https://doi.org/10.1029/2006gl025778openalex-snapshot
Comparison of SeaWiFS, MODIS and MERIS radiometric products at a coastal site
inferredcites →https://doi.org/10.1029/2006jc003829openalex-snapshot
Error characterization of infrared and microwave satellite sea surface temperature products for merging and analysis
inferredcites →https://doi.org/10.1029/2007jc004472openalex-snapshot
Assessment of uncertainty in the ocean reflectance determined by three satellite ocean color sensors (MERIS, SeaWiFS and MODIS‐A) at an offshore site in the Mediterranean Sea (BOUSSOLE project)
inferredcites →https://doi.org/10.1029/2007jc004558openalex-snapshot
Arctic sea ice variability and trends, 1979–2006
inferredcites →https://doi.org/10.1029/2008jd011183openalex-snapshot
Impact of data gaps on satellite broadband radiation records
inferredcites →https://doi.org/10.1109/lgrs.2005.858486openalex-snapshot
A Time-Series of Above-Water Radiometric Measurements for Coastal Water Monitoring and Remote Sensing Product Validation
inferredcites →https://doi.org/10.1109/tgrs.2006.878441openalex-snapshot
Merging SeaWiFS and MODIS/Aqua Ocean Color Data in North and Equatorial Atlantic Using Weighted Averaging and Objective Analysis
inferredcites →https://doi.org/10.1117/1.2957964openalex-snapshot
Moderate Resolution Imaging Spectroradiometer on Terra: limitations for ocean color applications
inferredcites →https://doi.org/10.1117/12.466833openalex-snapshot
Merger of ocean color data from multiple satellite missions within the SIMBIOS project
inferredcites →https://doi.org/10.1146/annurev.marine.010908.163650openalex-snapshot
A Decade of Satellite Ocean Color Observations
inferredcites →https://doi.org/10.1175/2007jcli1824.1openalex-snapshot
Daily High-Resolution-Blended Analyses for Sea Surface Temperature
inferredcites →https://doi.org/10.1175/2007jtecho563.1openalex-snapshot
The “BOUSSOLE” Buoy—A New Transparent-to-Swell Taut Mooring Dedicated to Marine Optics: Design, Tests, and Performance at Sea
inferredcites →https://doi.org/10.1364/ao.39.003573openalex-snapshot
Atmospheric correction of SeaWiFS imagery: assessment of the use of alternative bands
inferredcites →https://doi.org/10.1364/ao.41.002705openalex-snapshot
Optimization of a semianalytical ocean color model for global-scale applications
inferredcites →https://doi.org/10.1364/ao.43.004254openalex-snapshot
Above-water radiometry in shallow coastal waters
inferredcites →https://doi.org/10.1364/ao.44.004074openalex-snapshot
Uncertainties of inherent optical properties obtained from semianalytical inversions of ocean color
inferredcites →https://doi.org/10.17226/10944openalex-snapshot
Climate Data Records from Environmental Satellites
inferredcites →https://doi.org/10.25607/obp-100openalex-snapshot
Ocean-Colour Data Merging.
inferredcites →https://doi.org/10.5194/os-6-61-2010openalex-snapshot
Comparison of global ocean colour data records
inferredcites →https://doi.org/10.5860/choice.27-5158openalex-snapshot
Numerical recipes in Pascal: the art of scientific computing

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Regional to global assessments of phytoplankton dynamics from the SeaWiFS mission
inferred← citeshttps://doi.org/10.1016/j.rse.2013.05.009openalex-snapshot
A model for remote estimation of ultraviolet absorption by chromophoric dissolved organic matter based on the global distribution of spectral slope
inferred← citeshttps://doi.org/10.1016/j.rse.2013.05.025openalex-snapshot
Intra-annual and interannual non-stationary cycles of chlorophyll concentration in the Northeast Atlantic
inferred← citeshttps://doi.org/10.1016/j.rse.2013.09.016openalex-snapshot
The Ocean Colour Climate Change Initiative: III. A round-robin comparison on in-water bio-optical algorithms
inferred← citeshttps://doi.org/10.1016/j.rse.2013.09.029openalex-snapshot
Improbability mapping: A metric for satellite-detection of submarine volcanic eruptions
inferred← citeshttps://doi.org/10.1016/j.rse.2014.11.025openalex-snapshot
Characterizing the uncertainties in spectral remote sensing reflectance for SeaWiFS and MODIS-Aqua based on global in situ matchup data sets
inferred← citeshttps://doi.org/10.1016/j.rse.2015.04.002openalex-snapshot
Snow cover variability in a forest ecotone of the Oregon Cascades via MODIS Terra products
inferred← citeshttps://doi.org/10.1016/j.rse.2015.04.024openalex-snapshot
Regional ocean-colour chlorophyll algorithms for the Red Sea
inferred← citeshttps://doi.org/10.1016/j.rse.2015.07.018openalex-snapshot
Validation of standard and alternative satellite ocean-color chlorophyll products off Western Iberia
inferred← citeshttps://doi.org/10.1016/j.rse.2015.12.048openalex-snapshot
Dependence of satellite ocean color data products on viewing angles: A comparison between SeaWiFS, MODIS, and VIIRS
inferred← citeshttps://doi.org/10.1016/j.rse.2016.02.014openalex-snapshot
Uncertainty estimates of remote sensing reflectance derived from comparison of ocean color satellite data sets
inferred← citeshttps://doi.org/10.1016/j.rse.2016.03.022openalex-snapshot
Uncertainties in coastal ocean color products: Impacts of spatial sampling
inferred← citeshttps://doi.org/10.1016/j.rse.2016.05.005openalex-snapshot
Underway spectrophotometry along the Atlantic Meridional Transect reveals high performance in satellite chlorophyll retrievals
inferred← citeshttps://doi.org/10.1016/j.rse.2016.08.028openalex-snapshot
Retrieval of Colored Detrital Matter (CDM) light absorption coefficients in the Mediterranean Sea using field and satellite ocean color radiometry: Evaluation of bio-optical inversion models
inferred← citeshttps://doi.org/10.1016/j.rse.2016.11.012openalex-snapshot
Which ocean colour algorithm for MERIS in North West European waters?
inferred← citeshttps://doi.org/10.1016/j.rse.2016.11.020openalex-snapshot
An evaluation of marine regions relevant for ocean color system vicarious calibration
inferred← citeshttps://doi.org/10.1016/j.rse.2017.03.039openalex-snapshot
Assessing the fitness-for-purpose of satellite multi-mission ocean color climate data records: A protocol applied to OC-CCI chlorophyll- a data
inferred← citeshttps://doi.org/10.1016/j.rse.2017.03.040openalex-snapshot
Global marine biogeochemical reanalyses assimilating two different sets of merged ocean colour products
inferred← citeshttps://doi.org/10.1016/j.rse.2018.08.010openalex-snapshot
Bio-optical discrimination of diatoms from other phytoplankton in the surface ocean: Evaluation and refinement of a model for the Northwest Atlantic
inferred← citeshttps://doi.org/10.1016/j.rse.2018.10.034openalex-snapshot
Validation of VIIRS and MODIS reflectance data in coastal and oceanic waters: An assessment of methods
inferred← citeshttps://doi.org/10.1016/j.rse.2018.12.023openalex-snapshot
Improving ocean color data coverage through machine learning
inferred← citeshttps://doi.org/10.1016/j.rse.2019.111339openalex-snapshot
The impact of hurricanes on the oceanographic conditions in the Exclusive Economic Zone of Cuba
inferred← citeshttps://doi.org/10.1016/j.rse.2021.112317openalex-snapshot
Performance of OLCI Sentinel-3A satellite in the Northeast Pacific coastal waters
inferred← citeshttps://doi.org/10.1016/j.rse.2021.112435openalex-snapshot
Wind speed and mesoscale features drive net autotrophy in the South Atlantic Ocean
inferred← citeshttps://doi.org/10.1016/j.rse.2021.112537openalex-snapshot
A three-step semi analytical algorithm (3SAA) for estimating inherent optical properties over oceanic, coastal, and inland waters from remote sensing reflectance
inferred← citeshttps://doi.org/10.1016/j.rse.2021.112848openalex-snapshot
An ensemble neural network atmospheric correction for Sentinel-3 OLCI over coastal waters providing inherent model uncertainty estimation and sensor noise propagation
inferred← citeshttps://doi.org/10.1016/j.rse.2022.112911openalex-snapshot
Assessment of OLCI-A and OLCI-B radiometric data products across European seas
inferred← citeshttps://doi.org/10.1016/j.rse.2023.113885openalex-snapshot
“Extreme Highest” and “Extreme Anomalous”: Proposed indices for chlorophyll-a extreme events in European seas between 2003 and 2021
inferred← citeshttps://doi.org/10.1016/j.rse.2024.114305openalex-snapshot
Comprehensive gridded dataset of photosynthetically active radiation in the upper ocean from 1958 to 2022
inferred← citeshttps://doi.org/10.1016/j.rse.2025.115209openalex-snapshot
IHMSC: A novel iterative hybrid multiple scattering-corrected retrieval method for enhancing accuracy in ocean lidar profiling inversions
inferred← citeshttps://doi.org/10.1016/j.rsma.2025.104032openalex-snapshot
Potential drivers for chlorophyll-a variability in the southwestern Caribbean of Colombia
inferred← citeshttps://doi.org/10.1016/j.scitotenv.2017.08.303openalex-snapshot
Spatiotemporal evolution of the chlorophyll a trend in the North Atlantic Ocean
inferred← citeshttps://doi.org/10.1016/j.scitotenv.2019.135270openalex-snapshot
Changes in higher trophic level productivity, diversity and niche space in a rapidly warming continental shelf ecosystem
inferred← citeshttps://doi.org/10.1016/j.scitotenv.2024.174076openalex-snapshot
Change in water column total chlorophyll-a in the Mediterranean revealed by satellite observation
inferred← citeshttps://doi.org/10.1016/j.seares.2018.03.004openalex-snapshot
Influence on phytoplankton of different developmental stages of mesoscale eddies off eastern Australia
inferred← citeshttps://doi.org/10.1016/j.spasta.2017.01.006openalex-snapshot
Spatial clustering of curves with an application of satellite data
inferred← citeshttps://doi.org/10.1016/j.srs.2025.100212openalex-snapshot
CIAO: A machine-learning algorithm for mapping Arctic Ocean Chlorophyll-a from space
inferred← citeshttps://doi.org/10.1016/j.watres.2019.115403openalex-snapshot
Space-time chlorophyll-a retrieval in optically complex waters that accounts for remote sensing and modeling uncertainties and improves remote estimation accuracy
inferred← citeshttps://doi.org/10.1021/acs.est.5c04964openalex-snapshot
Oxic Methane Photoproduction in Global Great Lakes
inferred← citeshttps://doi.org/10.1029/2010jc006500openalex-snapshot
Global correlations between winds and ocean chlorophyll
inferred← citeshttps://doi.org/10.1029/2011gl047660openalex-snapshot
Bio-optical footprints created by mesoscale eddies in the Sargasso Sea
inferred← citeshttps://doi.org/10.1029/2011jc007395openalex-snapshot
Chlorophyll a algorithms for oligotrophic oceans: A novel approach based on three‐band reflectance difference
inferred← citeshttps://doi.org/10.1029/2012jc008052openalex-snapshot
Abnormal upwelling and chlorophyll‐a concentration off South Vietnam in summer 2007
inferred← citeshttps://doi.org/10.1029/2017gl076928openalex-snapshot
Assessing the Presence of Discontinuities in the Ocean Color Satellite Record and Their Effects on Chlorophyll Trends and Their Uncertainties
inferred← citeshttps://doi.org/10.1029/2017jc013225openalex-snapshot
Influence of the Interaction Between Typhoons and Oceanic Mesoscale Eddies on Phytoplankton Blooms
inferred← citeshttps://doi.org/10.1029/2017jc013629openalex-snapshot
Quantifying Tropical Cyclone's Effect on the Biogeochemical Processes Using Profiling Float Observations in the Bay of Bengal
inferred← citeshttps://doi.org/10.1029/2017ms001250openalex-snapshot
A New Hybrid Coupled Model of Atmosphere, Ocean Physics, and Ocean Biogeochemistry to Represent Biogeophysical Feedback Effects in the Tropical Pacific
inferred← citeshttps://doi.org/10.1029/2018jc013992openalex-snapshot
A Coupled Ocean Physics‐Biology Modeling Study on Tropical Instability Wave‐Induced Chlorophyll Impacts in the Pacific
inferred← citeshttps://doi.org/10.1029/2018jc014329openalex-snapshot
Assimilation of Global Total Chlorophyll OC‐CCI Data and Its Impact on Individual Phytoplankton Fields
inferred← citeshttps://doi.org/10.1029/2019gl085026openalex-snapshot
Unprecedented Surface Chlorophyll Blooms in the Southeastern Arabian Sea During an Extreme Negative Indian Ocean Dipole
inferred← citeshttps://doi.org/10.1029/2019jc014938openalex-snapshot
Observed Upper Ocean Seasonal and Intraseasonal Variability in the Andaman Sea
inferred← citeshttps://doi.org/10.1029/2019jc014941openalex-snapshot
Improving Satellite Global Chlorophyll a Data Products Through Algorithm Refinement and Data Recovery
inferred← citeshttps://doi.org/10.1029/2019jc015013openalex-snapshot
Benguela Niños and Benguela Niñas in Forced Ocean Simulation From 1958 to 2015
inferred← citeshttps://doi.org/10.1029/2019jc015371openalex-snapshot
Eddy‐Induced Chlorophyll Anomalies in the Western South China Sea
inferred← citeshttps://doi.org/10.1029/2019jc015402openalex-snapshot
Estimation of Vertical Heat Diffusivity at the Base of the Mixed Layer in the Bay of Bengal
inferred← citeshttps://doi.org/10.1029/2019jc015498openalex-snapshot
An Assessment and Improvement of Satellite Ocean Color Algorithms for the Tropical Pacific Ocean
inferred← citeshttps://doi.org/10.1029/2019jc015586openalex-snapshot
Global Assimilation of Ocean‐Color Data of Phytoplankton Functional Types: Impact of Different Data Sets
inferred← citeshttps://doi.org/10.1029/2019jc015790openalex-snapshot
Effects on Ocean Biology Induced by El Niño‐Accompanied Positive Freshwater Flux Anomalies in the Tropical Pacific
inferred← citeshttps://doi.org/10.1029/2019ms001739openalex-snapshot
UKESM1: Description and Evaluation of the U.K. Earth System Model
inferred← citeshttps://doi.org/10.1029/2020gb006574openalex-snapshot
Amplification of the Ocean Carbon Sink During El Niños: Role of Poleward Ekman Transport and Influence on Atmospheric CO2
inferred← citeshttps://doi.org/10.1029/2020gb006808openalex-snapshot
A Threshold Sea‐Surface Temperature at 14°C for Phytoplankton Nonlinear Responses to Ocean Warming
inferred← citeshttps://doi.org/10.1029/2020gb006901openalex-snapshot
Isoscape Models of the Southern Ocean: Predicting Spatial and Temporal Variability in Carbon and Nitrogen Isotope Compositions of Particulate Organic Matter
inferred← citeshttps://doi.org/10.1029/2020gl091277openalex-snapshot
Eddies Connect the Tropical Atlantic Ocean and the Gulf of Mexico
inferred← citeshttps://doi.org/10.1029/2020gl091975openalex-snapshot
Eddy‐Induced Near‐Surface Chlorophyll Anomalies in the Subtropical Gyres: Biomass or Physiology?
inferred← citeshttps://doi.org/10.1029/2020jc016641openalex-snapshot
Tropical Instability Waves in the Atlantic Ocean: Investigating the Relative Role of Sea Surface Salinity and Temperature From 2010 to 2018
inferred← citeshttps://doi.org/10.1029/2020jc017127openalex-snapshot
Global Chlorophyll a Concentrations of Phytoplankton Functional Types With Detailed Uncertainty Assessment Using Multisensor Ocean Color and Sea Surface Temperature Satellite Products
inferred← citeshttps://doi.org/10.1029/2021gl094367openalex-snapshot
Simulated Global Coastal Ecosystem Responses to a Half‐Century Increase in River Nitrogen Loads
inferred← citeshttps://doi.org/10.1029/2021gl095451openalex-snapshot
Influence of Vertical Wind Shear on the Ocean Response to Tropical Cyclones Based on Satellite Observations
inferred← citeshttps://doi.org/10.1029/2021gl095528openalex-snapshot
Assessing Net Growth of Phytoplankton Biomass on Hourly to Annual Time Scales Using the Geostationary Ocean Color Instrument
inferred← citeshttps://doi.org/10.1029/2021jc017263openalex-snapshot
Rectified Effects of Interannual Chlorophyll Variability on the Tropical Pacific Climate Revealed by a Hybrid Coupled Physics‐Biology Model
inferred← citeshttps://doi.org/10.1029/2021jc017348openalex-snapshot
Linking Phytoplankton Variability to Atmospheric Blocking in an Eastern Boundary Upwelling System
inferred← citeshttps://doi.org/10.1029/2021jc017686openalex-snapshot
Using Dynamic Ocean Color Provinces to Elucidate Drivers of North Sea Hydrography and Ecology
inferred← citeshttps://doi.org/10.1029/2021ms002620openalex-snapshot
Improved Quantification of Ocean Carbon Uptake by Using Machine Learning to Merge Global Models and pCO 2 Data
inferred← citeshttps://doi.org/10.1029/2021ms002960openalex-snapshot
Explicit Physical Knowledge in Machine Learning for Ocean Carbon Flux Reconstruction: The pCO 2 ‐Residual Method
inferred← citeshttps://doi.org/10.1029/2022gl098632openalex-snapshot
Variability in the Global Ocean Carbon Sink From 1959 to 2020 by Correcting Models With Observations
inferred← citeshttps://doi.org/10.1029/2022jc018495openalex-snapshot
Influence of the Amazon‐Orinoco Discharge Interannual Variability on the Western Tropical Atlantic Salinity and Temperature
inferred← citeshttps://doi.org/10.1029/2022jc018631openalex-snapshot
Impact of the Deep Chlorophyll Maximum in the Equatorial Pacific as Revealed in a Coupled Ocean GCM‐Ecosystem Model
inferred← citeshttps://doi.org/10.1029/2022jc019121openalex-snapshot
Attribution and Predictability of Climate‐Driven Variability in Global Ocean Color
inferred← citeshttps://doi.org/10.1029/2022jc019587openalex-snapshot
Increasing Shortwave Penetration Through the Bottom of the Oceanic Mixed Layer in a Warmer Climate
inferred← citeshttps://doi.org/10.1029/2023gl104272openalex-snapshot
Global Warming Increases Interannual and Multidecadal Variability of Subarctic Atlantic Nutrients and Biological Production in the CESM1‐LE
inferred← citeshttps://doi.org/10.1029/2023gl106577openalex-snapshot
Long‐Term Trends in the Distribution of Ocean Chlorophyll
inferred← citeshttps://doi.org/10.1029/2023jc019865openalex-snapshot
Patterns and Trends in Chlorophyll‐a Concentration and Phytoplankton Phenology in the Biogeographical Regions of Southwestern Atlantic
inferred← citeshttps://doi.org/10.1029/2023jc020681openalex-snapshot
Emerging Hotspots of Surface Chlorophyll Trend in the Tropical Oceans
inferred← citeshttps://doi.org/10.1029/2023jd040398openalex-snapshot
Contribution of Smoke Aerosols From Wildfires in Indo‐China Peninsula to the Western Pacific Ocean Carbon Sink
inferred← citeshttps://doi.org/10.1029/2024gl108841openalex-snapshot
Dissolved Oxygen Recovery in the Oxygen Minimum Zone of the Arabian Sea in Recent Decade as Observed by BGC‐Argo Floats
inferred← citeshttps://doi.org/10.1029/2024gl108916openalex-snapshot
Contrasted Trends in Chlorophyll‐ a Satellite Products
inferred← citeshttps://doi.org/10.1029/2024gl111817openalex-snapshot
Phytoplankton Dynamics in Subtropical Gyres: New Insights Into Biomass and Physiology From 25 Years of Satellite Observations
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