Julian Dann¹, Katrina E Bennett¹, Emma Lathrop², Richard H Chen³, Mahta Moghaddam⁴ and Cathy Jean Wilson², (1)Los Alamos National Laboratory, Los Alamos, NM, United States, (2)Los Alamos National Laboratory, Earth and Environmental Science Division, Los Alamos, NM, United States, (3)Jet Propulsion Laboratory, Pasadena, CA, United States, (4)University of Southern California, Ming Hsieh Department of Electrical and Computer Engineering, Los Angeles, CA, United States

Yue WU¹, Jingyi Chen², Michael O'Connor³, Stephen Bruce Ferencz³, M. Bayani Cardenas⁴ and George W Kling⁵, (1)University of Texas at Austin, Department of Aerospace Engineering & Engineering Mechanics, Austin, TX, United States, (2)University of Texas at Austin, Aerospace Engineering & Engineering Mechanics, Austin, TX, United States, (3)University of Texas at Austin, Department of Geological Sciences, Jackson School of Geosciences, Austin, TX, United States, (4)University of Texas at Austin, Department of Geological Sciences, Austin, TX, United States, (5)University of Michigan, Ecology and Evolutionary Biology, Ann Arbor, MI, United States

Solomon Vimal¹, Ethan D. Kyzivat², Yongwei Sheng³ and Laurence C Smith², (1)University of California Los Angeles, Geography, Los Angeles, CA, United States, (2)Brown University, Providence, RI, United States, (3)UCLA Geography, Los Angeles, CA, United States

Natalie Tyler¹, Melanie J Engram², Guido Grosse³ and Katey M Walter Anthony¹, (1)University of Alaska Fairbanks, Water and Environmental Research Center, Fairbanks, AK, United States, (2)Water and Environmental Research Center, University of Alaska Fairbanks, Fairbanks, AK, United States, (3)Alfred Wegener Institute Helmholtz-Center for Polar and Marine Research Potsdam, Permafrost Research Section, Potsdam, Germany

Martha K Raynolds, University of Alaska Fairbanks, Institute of Arctic Biology, Fairbanks, AK, United States, Helga Bültmann, Institute of Biology and Biotechnology of Plants, Münster University,, Münster, Germany, Shawnee A Kasanke, Washington State University, Richland, United States, Jonathan Raberg, University of Colorado at Boulder, Department of Geological Sciences and the Institute of Arctic and Alpine Research, Boulder, CO, United States and Gifford H Miller, University of Colorado, INSTAAR and Geological Sciences, Boulder, United States

Erin M M Nicholls¹, Gordon B Drewitt² and Sean Kevin Carey¹, (1)McMaster University, School of Geography and Earth Sciences, Hamilton, ON, Canada, (2)McMaster University, Hamilton, ON, Canada

Venkata Shashank Konduri¹, Jitendra Kumar², Forrest M. Hoffman³, Verity G Salmon⁴, Colleen M. Iversen⁴, Amy Lynn Breen⁵ and William Walter Hargrove⁶, (1)Northeastern University, Civil and Environmental Engineering, Boston, MA, United States, (2)Oak Ridge National Laboratory, Oak Ridge, TN, United States, (3)Oak Ridge National Laboratory, Computational Sciences & Engineering Division and Climate Change Science Institute, Oak Ridge, TN, United States, (4)Oak Ridge National Laboratory, Climate Change Science Institute and Environmental Sciences Division, Oak Ridge, TN, United States, (5)University of Alaska, Fairbanks, International Arctic Research Center, Fairbanks, AK, United States, (6)USDA Forest Service, Vallejo, CA, United States

Evan Margiotta¹, Michael Alonzo¹, Hans-Erik Andersen² and Bruce Cook³, (1)American University, Department of Environmental Science, Washington, DC, United States, (2)USDA Forest Service Pacific Northwest Research Station, Seattle, WA, United States, (3)NASA Goddard Space Flight Center, Greenbelt, MD, United States

Anna-Maria Virkkala¹, Pekka Niittynen², Julia Kemppinen², Geert Hensgens³, Johanna Kerttula⁴, Carolina Voigt^5,6, Maija E Marushchak⁷, Jenni Hultman², Janne Rinne², Christina Biasi⁴ and Miska Luoto², (1)Woods Hole Research Center, Falmouth, United States, (2)University of Helsinki, Helsinki, Finland, (3)Lund University, Lund, Sweden, (4)University of Eastern Finland, Kuopio, Finland, (5)Université de Montréal, Département de géographie, Montréal, QC, Canada, (6)University of Montreal, Montreal, QC, Canada, (7)University of Eastern Finland, Joensuu, Finland

Abhishek Chatterjee, NASA Goddard Space Flight Center, GMAO, Greenbelt, MD, United States, Sourish Basu, NOAA, ESRL/GMD, Boulder, CO, United States, Colm Sweeney, NOAA Global Monitoring Laboratory, Boulder, CO, United States, Brendan Byrne, Jet Propulsion Laboratory, California Institute of Technology, Pasadena, United States, Roisin Commane, Columbia University in the City of New York, New York, NY, United States, Kathryn McKain, NOAA ESRL Global Monitoring Division, Boulder, CO, United States, Lesley E Ott, NASA Goddard Space Flight Center, Greenbelt, MD, United States, Nicholas Parazoo, University of California Los Angeles, JIFRESSE, Los Angeles, CA, United States, Benjamin Poulter, NASA GSFC, Biospheric Science, Greenbelt, MD, United States, Luke D Schiferl, Harvard University, Cambridge, MA, United States, Brad Weir, NASA Goddard Space Flight Center, Global Modeling and Assimilation Office, Greenbelt, MD, United States, Sonja Wolter, NOAA Boulder, Global Monitoring Division, Boulder, CO, United States and Charles E Miller, Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, United States

Tamara Harms, University of Alaska Fairbanks, Fairbanks, AK, United States, Peter M Groffman, Cary Inst Ecosystem Studies, Millbrook, NY, United States and Melanie Burnett, University of Alaska Fairbanks, Biology and Wildlife, Fairbanks, AK, United States

Arden Llewellyn Burrell¹, Scott J Goetz², Sol Cooperdock³, Richard Massey⁴, Xanthe J Walker⁵, Michelle C Mack^6,7, Robbie A Hember⁸, Logan T. Berner², Adrianna Foster⁹, Stefano Potter¹⁰ and Brendan M Rogers¹⁰, (1)Woods Hole Research Center, Woods Hole, MA, United States, (2)Northern Arizona University, SICCS, Flagstaff, AZ, United States, (3)University of California Los Angeles, Department of Atmospheric and Oceanic Sciences, Los Angeles, CA, United States, (4)Northern Arizona University, School of Informatics, Computing, and Cybersystems, Flagstaff, AZ, United States, (5)Northern Arizona University, Flagstaff, United States, (6)Northern Arizona University, Flagstaff, AZ, United States, (7)Natural Resources Canada, Victoria, BC, Canada, (8)University of Virginia Main Campus, Charlottesville, VA, United States, (9)Woods Hole Research Center, Falmouth, MA, United States

Eric Deutsch, Syracuse University, Syracuse, NY, United States and Melissa L Chipman, Syracuse University, Earth and Environmnetal Sciences, Syracuse, NY, United States

Jiaying He, University of Maryland College Park, College Park, MD, United States, Tatiana V Loboda, University of Maryland, College Park, MD, United States, Nancy H F French, Michigan Technological University, Houghton, MI, United States and Dong Chen, University of Maryland College Park, College Park, United States