Study of Data-Merging and Interpolation Methods for Use in an Interactive Online Analysis System: MODIS Terra and Aqua Daily Aerosol Case

Data merging with interpolation is a method of combining near-coincident satellite observations to provide complete global or regional maps for comparison with models and ground station observations. We investigate various methods and limitations of data merging (or data fusion), with and without in...

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Veröffentlicht in:	IEEE transactions on geoscience and remote sensing 2010-12, Vol.48 (12), p.4219-4235
Hauptverfasser:	Zubko, Viktor, Leptoukh, Gregory G, Gopalan, Arun
Format:	Artikel
Sprache:	eng
Schlagworte:	Aerosol optical thickness (AOT) Aerosols Applied geophysics Aqua Atmospheric aerosols Data analysis data fusion data merging Data visualization Earth sciences Earth, ocean, space Exact sciences and technology Geoscience Information analysis Interactive Internal geophysics Interpolation Mathematical models Maximum likelihood estimation Merging Meteorology Methods MODerate resolution Imaging Spectroradiometer (MODIS) MODIS On-line systems Online optimal estimation Pixels remote sensing satellite applications Satellite ground stations Studies Terra
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