Using machine learning to estimate atmospheric pollen concentrations in Tulsa, OK

• Main Authors: Xun Liu (Author), Daji Wu (Author), Gebreab K Zewdie (Author), Lakitha Wijerante (Author), Christopher I Timms (Author), Alexander Riley (Author), Estelle Levetin (Author), David J Lary (Author)
• Format: Book
• Published: SAGE Publishing, 2017-03-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

This article describes an example of using machine learning to estimate the abundance of airborne Ambrosia pollen for Tulsa, OK. Twenty-seven years of historical pollen observations were used. These pollen observations were combined with machine learning and a very complete meteorological and land s...