Title: Forests for Forests: Combining vegetation indices and solar-induced chlorophyll fluorescence in random forest models improves gross primary production prediction in the Boreal Forest
Zoe Pierrat1, Jacob Bortnik2, Bruce Johnson3, Alan Barr4, Troy Magney5, David R Bowling6, Nicholas Parazoo7, Christian Frankenberg8, Ulrike Seibt9, Katja Grossmann10 and Jochen Stutz9, (1)University of California Los Angeles, Los Angeles, CA, United States, (2)University of California Los Angeles, Atmospheric and Oceanic Sciences, Los Angeles, United States, (3)University of Saskatchewan, Saskatoon, Canada, (4)University of Saskatchewan, School of Environment and Sustainability, Saskatoon, SK, Canada, (5)University of California Davis, Department of Plant Sciences, Davis, CA, United States, (6)University of Utah, School of Biological Sciences, Salt Lake City, UT, United States, (7)Jet Propulsion Laboratory (JPL), Pasadena, CA, United States, (8)NASA Jet Propulsion Laboratory, Pasadena, United States, (9)University of California Los Angeles, Department of Atmospheric and Oceanic Sciences, Los Angeles, CA, United States, (10)Heidelberg University, Institute of Environmental Physics, Heidelberg, Germany