The overarching goal of this research is to improve tropical cyclone (TC) forecast accuracy. Three principle objectives ar designed to achieve the long-term goal: 1. Improve observational data quality, 2. Analyze variations between model and observed values of ocean heat content, and 3. Evaluate sensitivity of statistical-dynamical model TC intensity forecasts to observed values of ocean heat content.