A cloud‐free, satellite‐derived, sea surface temperature analysis for the West Florida Shelf
Ruoying He, Robert H. Weisberg, Haiying Zhang, Frank Müller‐Karger, Robert W. Helber
Abstract
Open-access reader
Ruoying He, Robert H. Weisberg, Haiying Zhang, Frank Müller‐Karger, Robert W. Helber
Abstract
Open-access reader
Clouds are problematic in using Advanced Very High Resolution Radiometer (AVHRR) imagery for describing sea surface temperature (SST). The Tropical Rainfall Measuring Mission Microwave Imager (TMI) observes SST through clouds, providing daily, 1/4° maps under all weather conditions excepting rain. A TMI limitation, however, is coarse resolution. Optimal interpolation (OI) is used to generate a cloud‐free, 5‐km, daily SST analysis for the West Florida Shelf (WFS) by merging the high‐resolution (cloud‐covered) AVHRR with the coarse‐resolution (cloud‐free) TMI SST products. Comparisons with in‐situ data show good agreements. Given large spatial gradients by coastal ocean processes, this regional analysis has advantage over the global, weekly, 1° Reynolds SST. A 5‐year (1998–2002) OI SST analysis is diagnosed using Empirical Orthogonal Functions. The first two modes represent annual cycles, one by surface heat flux and another by shelf circulation dynamics.
OpenAlex reports 54 citations for this work. Citation counts describe recorded attention and do not establish research quality.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
Clouds are problematic in using Advanced Very High Resolution Radiometer (AVHRR) imagery for describing sea surface temperature (SST). The Tropical Rainfall Measuring Mission Microwave Imager (TMI) observes SST through clouds, providing daily, 1/4° maps under all weather conditions excepting rain. A TMI limitation, however, is coarse resolution. Optimal interpolation (OI) is used to generate a cloud‐free, 5‐km, daily SST analysis for the West Florida Shelf (WFS) by merging the high‐resolution (cloud‐covered) AVHRR with the coarse‐resolution (cloud‐free) TMI SST products. Comparisons with in‐situ data show good agreements. Given large spatial gradients by coastal ocean processes, this regional analysis has advantage over the global, weekly, 1° Reynolds SST. A 5‐year (1998–2002) OI SST analysis is diagnosed using Empirical Orthogonal Functions. The first two modes represent annual cycles, one by surface heat flux and another by shelf circulation dynamics.
Key concepts: Advanced very-high-resolution radiometer, Sea surface temperature, Environmental science, Climatology, Microwave radiometer, Satellite, Empirical orthogonal functions, Meteorology