Modeling bird species distributions in a Mediterranean climate region with space-based measurements of habitat structure, chemistry and phenology

Matthew L Clark1, Leo A Salas2, Patrick Burns3, Akpona Okujeni4, Colin A Quinn5 and Scott J Goetz3, (1)Sonoma State University, Rohnert Park, CA, United States, (2)PRBO Conservation Science, Petaluma, CA, United States, (3)Northern Arizona University, SICCS, Flagstaff, United States, (4)Humboldt University of Berlin, Berlin, Germany, (5)Northern Arizona University, School of Informatics, Computing, & Cyber Systems, Flagstaff, United States