SBIR PHASE II- TOPIC 234- AUTOMATED PATTERN RECOGNITION IN SATELLITE IMAGERY

该项目的目标是开发第一个专门为集成、可视化而设计的软件 和时空分析，提供： 将卫星图像输入现有时空信息系统软件的接口， 通过空间-时间插值自动识别环境暴露模式， 判别分析、模式分析结果的动画显示和查询以及关系的探索 暴露指标和健康结果之间的关系。这些功能将 整合到BibMedware的时空可视化和分析技术中， 调查卫星图像中固有的时空动态，并超越 传统GIS。

The goal of this project is to develop the first software specifically designed for the integration, visualization and space-time analYSis of satellite imagery for environmental exposure assessment, providing: a userfriendly interface for importing satellite imagery into existing Space-Time Information System software, automatic identification of environmental exposure patterns through space-time interpolation and discriminant analysis, animated display and query of pattern analysis results, and exploration of relationships between exposure metrics and health outcomes through spatial regression. These functionalities will be incorporated into BibMedware's space-time visualization and analysis technology, making possible investigation of spatio-temporal dynamics inherent in satellite imagery, and going beyond the capabilities of conventional GIS.