Download Data Integration Procedures in Support of
Transcript
1. To identify data items and data sources that are commonly used in the State of Florida for transportation planning and modeling 2. To develop data integration procedures that allow the extraction and integration of variables from a variety of sources, formats, and levels of aggregation 3. To provide a mechanism by which planning and modeling databases can be easily updated as key data sources (e.g., census) get updated. METHODOLOGY The Department proposed to develop and implement a comprehensive set of data integration procedures in support of modeling and planning processes in the State of Florida. The procedures would not only focus on the extraction and integration of data derived from a wide variety of disparate data sources, but also on the updating and verification of the databases over time. The project involved close coordination with several other ongoing research projects dealing with the integration of state-of-the-art methodologies into Florida’s statewide model, the development of urban and statewide freight models, and the development of conflation (data or network matching) tools. This project also included an extensive effort to coordinate closely with MPOs, state agencies, Districts, the Turnpike District, and the agencies responsible for compiling the data sources from which input variables are derived. This section provides an overall description of the tasks undertaken to accomplish the mission of the project. The project was divided into two main phases. The first phase focused on the development of data integration procedures while the second phase focused on the development of procedures for data updating and verification. The first phase involved the development of data integration procedures that allowed the extraction of data items from a variety of data sources. Within this phase, the data items that are used for modeling and planning in the State of Florida were identified and the relevant data sources from which these items may be extracted were recognized. The major activities undertaken in the first phase are as follows: Review of Current Practice: A comprehensive review of the state-of-the-practice in data integration was conducted. The review focused on methods for integrating and matching data BC353, RPWO#20: Data Integration Procedures 2