New Generation of Satellite-Derived Ocean Thermal Structure for the Western North Pacific Typhoon Intensity Forecasting
Abstract
Ocean thermal structure is critical for the intensity change of tropical cyclones (TCs). It has been operationally derived from satellite altimetry for TC forecasting and research. The existing derivation is, however, based on a simple two-layer method; as a result, only two isotherms can be obtained to coarsely characterize the subsurface ocean thermal structure. Improvement on the vertical resolution to enhance ocean characterization is desirable for more accurately estimating ocean s energy supply for TC intensity change. In this study, we present a new generation of derivation to improve ocean s subsurface characterization for the Western North Pacific Ocean (WNPO) because this region has the highest TC occurrence on the Earth. In addition to the presently used two isotherms for the depths of 20 C and 26 C isotherms (D20 and D26), we derive continuous isotherms from D4 up to D29 (maximum 26 subsurface layers) to characterize the subsurface ocean thermal structure in detail. This is achieved through applying a large set (>38,000) of in situ Argo thermal profiles to regression development. A smaller set of in situ Argo profiles (>7000), independent of those used for regression, is utilized for validation, to assess the accuracy of the new derivation. The root-mean-square differences (RMSDs) between the derived and the in situ isotherms are found to be within 10 20 m for the upper isotherms (D20 to D29) and within 40 60 m for the lower isotherms (D4 to D19). No significant biases of derived isotherms are found.
Document Details
- Document Type
- Technical Report
- Publication Date
- Oct 26, 2013
- Accession Number
- ADA609532
Entities
People
- Dong S. Ko
- I. Lin
- Iam-fei Pun
Organizations
- United States Naval Research Laboratory