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Proceedings of GeoFlorida 2010, Advances in Analysis, Modeling, and Design, held in West Palm Beach, Florida, February 20-24, 2010. Sponsored by the Geo-Institute of ASCE. This Geotechnical Special Publication contains 337 technical papers that represent the most current thinking on key issues such as: geotechnical modeling, microbehavior of soils and granular media, soil and geotechnical system characterization, foundation engineering design problems, reliability problems in geotechnical engineering, geotechnical engineering construction problems, pavement systems, geoenvironmental engineering problems, geohazard mitigation problems, and geotechnical engineering education.