Chang Liu

Title: Chang Liu: Innovator in Marine Environmental Analysis

Introduction

Chang Liu is a prominent inventor based in Heilongjiang, China. He has made significant contributions to the field of marine environmental analysis, holding two patents that showcase his innovative approach to understanding marine dynamics.

Latest Patents

Chang Liu's latest patents include a "Marine transportation platform guarantee-oriented analysis and prediction method for three-dimensional temperature and salinity field." This method involves analyzing multi-source marine environmental data to study the spatiotemporal distribution characteristics of marine dynamic environmental elements. It establishes a statistical prediction model of marine environmental dynamic elements and corrects marine environment forecast fields using real-time analysis technology. His second patent, "Actually-measured marine environment data assimilation method based on sequence recursive filtering three-dimensional variation," improves traditional methods by effectively extracting multi-scale information from marine environment data. This method utilizes a high-order recursive Gaussian filter to enhance the data assimilation process.

Career Highlights

Chang Liu is affiliated with Harbin Engineering University, where he applies his expertise in marine environmental analysis. His work has significantly advanced the understanding of marine dynamics and contributed to the development of innovative solutions in this field.

Collaborations

Chang Liu has collaborated with notable colleagues, including Yuxin Zhao and Rixu Hao, to further enhance his research and innovations in marine environmental analysis.

Conclusion

Chang Liu's contributions to marine environmental analysis through his innovative patents reflect his dedication to advancing this critical field. His work not only enhances our understanding of marine dynamics but also provides practical solutions for marine transportation and environmental management.