B088
Plant traits, adaptation and biogeochemical cycles – from measurements to models

Session ID#: 72619

Session Description:
Plant traits extend the range of earth observations to the level of individual organisms, providing a link to ecosystem function and modeling in the context of rapid global changes. However, overcoming the differences in temporal and spatial scales between plant trait data and biogeochemical cycles remains a challenge.

This session will address the role of plant species traits, biodiversity, acclimation and adaptation in the biogeochemical cycles of water, carbon, nitrogen and phosphorus. We welcome conceptual, observational, experimental and modeling approaches, and studies from the local to the global scale, including in-situ or remote sensing observations.

Index Terms:

0410 Biodiversity [BIOGEOSCIENCES]
0414 Biogeochemical cycles, processes, and modeling [BIOGEOSCIENCES]
0470 Nutrients and nutrient cycling [BIOGEOSCIENCES]
0476 Plant ecology [BIOGEOSCIENCES]


Primary Convener:  Jens Kattge, Max Planck Institute for Biogeochemistry, Jena, Germany
Conveners:  Michael Bahn, University of Innsbruck, Institute of Ecology, Innsbruck, Austria, Han Wang, Tsinghua University, Department of Earth System Science, Beijing, China and Oskar Franklin, IIASA International Institute for Applied Systems Analysis, Ecosystem Services and Management Program, Laxenburg, Austria
Primary Liaison:  Jens Kattge, Max Planck Institute for Biogeochemistry, Jena, Germany
 
Testing Intraspecific Coupling of Nutrient and Water-Conservative Plant Traits Across an Aridity Gradient (486184)
Suzanne Pierre, Leander DL Anderegg, Robert Paul Skelton and Todd Dawson, University of California Berkeley, Berkeley, CA, United States
 
Predictability of Leaf Traits with Climate and Elevation: A Case Study in Gongga Mountain, China. (489702)
Huiying Xu, Tsinghua University, Beijing, China, Han Wang, Tsinghua University, Department of Earth System Science, Beijing, China, Iain Colin Prentice, Imperial College London, London, United Kingdom, Sandy Harrison, University of Reading, School of Archaeology, Geography and Environmental Science (SAGES), Reading, United Kingdom, Wang Genxu, IMHE Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, Chengdu, China and Xiangyang Sun, Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, Chengdu, China
 
Controls on fine-root trait variation and implications for defining Root Functional Types (489772)
Yao Liu1, M. Luke McCormack2, Kiona Ogle3, Anthony P Walker1 and Colleen M. Iversen4, (1)Oak Ridge National Laboratory, Oak Ridge, TN, United States, (2)The Morton Arboretum, Center for Tree Science, Lisle, IL, United States, (3)Northern Arizona University, School of Informatics, Computing, and Cyber Systems, Flagstaff, AZ, United States, (4)Oak Ridge National Laboratory, Climate Change Science Institute and Environmental Sciences Division, Oak Ridge, TN, United States
 
Using optimization to better understand leaf-to-whole plant acclimation (493229)
Nicholas G Smith, Texas Tech University, Biological Sciences, Lubbock, TX, United States, Elizabeth F Waring, Texas Tech University, Biological Sciences, Lubbock, United States, Helen G Scott, Texas Tech University, Biotechnology, Lubbock, United States and Trevor F Keenan, Lawrence Berkeley National Laboratory, Berkeley, United States
 
Fine Root and Mycorrhizal Trait Adjustments to the Environment (495087)
Camille Defrenne1,2, Suzanne W Simard2, M. Luke McCormack3, W Jean Roach4, Timothy J Philpott5, Brian J Pickles6, Shalom D Addo-Danso7, Colleen M. Iversen8, Joanne Childs9 and Paul J Hanson9, (1)Oak Ridge National Lab, Oak Ridge, United States, (2)University of British Columbia, Vancouver, Canada, (3)The Morton Arboretum, Center for Tree Science, Lisle, IL, United States, (4)Skyline Forestry Consultants Ltd., Kamloops, BC, Canada, (5)Ministry of Forests, Lands, Natural Resource Operations and Rural Development, Williams Lake, Canada, (6)University of Reading, Reading, United Kingdom, (7)CSIR-Forestry Research Institute of Ghana, Kumasi, Ghana, (8)Oak Ridge National Laboratory, Climate Change Science Institute and Environmental Sciences Division, Oak Ridge, TN, United States, (9)Oak Ridge National Laboratory, Oak Ridge, TN, United States
 
Response of Simulated Foliar Dark Respiration to Long-Term Temperature Change (496792)
Anthony W King1, Jeffrey S. Amthor2, Mirindi Eric Dusenge3, Anna M Jensen4, Daniel M Ricciuto1, Eric Ward5 and Jeff Warren1, (1)Oak Ridge National Laboratory, Environmental Sciences Division and Climate Change Science Institute, Oak Ridge, TN, United States, (2)AIR Worldwide, Boston, MA, United States, (3)University of Western Ontario, London, ON, Canada, (4)Linnaeus University, Department of Forestry and Wood Technology, Växjö, Sweden, (5)U.S. Geological Survey, Wetland and Aquatic Research Center, Lafayette, LA, United States
 
Disentangling the role of phylogeny and climate on joint leaf traits distribution across Eastern United States (500411)
Sergio Marconi, University of Florida, School of Natural Resources and Environment, Gainesville, FL, United States, Benjamin Weinstein, University of Florida, Wildlife ecology and conservation, Gainesville, FL, United States, Stephanie Bohlman, University of Florida, Ft Walton Beach, FL, United States and Ethan P. White, University of Florida, Department of Wildlife Ecology and Conservation, Gainesville, United States
 
Partitioning of plant functional trait variation into phenotypic plasticity and neutral components reveals functional differences among neotropical tree species. (501085)
Florian Hofhansl, IIASA International Institute for Applied Systems Analysis, Laxenburg, Austria, Eduardo Chacón, University of Costa Rica, Escuela de Biología, San Jose, Costa Rica, Åke Brännström, Umeå University, Department of Mathematics and Mathematical Statistics, Umeå, Sweden, Ulf Dieckmann, IIASA International Institute for Applied Systems Analysis, Evolution and Ecology Program, Laxenburg, Austria and Oskar Franklin, IIASA International Institute for Applied Systems Analysis, Ecosystem Services and Management Program, Laxenburg, Austria
 
Drought stress has driven widespread shifts in forest hydraulic trait composition (503312)
Anna T Trugman1, Leander DL Anderegg2, John Shaw3 and William Anderegg1, (1)University of Utah, School of Biological Sciences, Salt Lake City, UT, United States, (2)University of California Berkeley, Berkeley, CA, United States, (3)US Forest Service, Logan, UT, United States
 
Stomatal characters of kidney-shaped stomata and dumb-bell-shaped stomata and their relationships with environmental factors in the typical plants of the Tibetan and Inner Mongolian Plateau. (504919)
Yuanyuan Wang1, Chengjun Ji2, Suhui Ma2, Qiong Cai2 and Lihua An2, (1)Institute of Botany, the Chinese Academy of Sciences, Beijing, China, (2)Peking University, Beijing, China
 
Arctic biodiversity and its functions (505286)
Gabriela Schaepman-Strub, Elena Plekhanova and Jacqueline Oehri, University of Zurich, Zurich, Switzerland
 
Acknowledging The Elephants: New Directions And Tests Of Least-Cost Optimality Theory (510511)
Ian J Wright1, Oscar Perez-Priego2, Andrea Westerband2, Iain Colin Prentice3, Ning Dong1 and Shubham Chhajed2, (1)Macquarie University, Sydney, NSW, Australia, (2)Macquarie University, Sydney, Australia, (3)Imperial College London, London, United Kingdom
 
Global bioclimatic controls of leaf nitrogen: an implementation of Least-Cost Optimality Theory (512824)
Ning Dong1, Ian J Wright1, Iain COLIN C Prentice2,3, Owen K Atkin4, Keith J Bloomfield5,6, Sean M Gleason7, Han Wang8, Vincent Maire9 and Nicholas G Smith10,11, (1)Macquarie University, Sydney, NSW, Australia, (2)Imperial College London, AXA Chair of Biosphere and Climate Impacts, Department of Life Sciences, London, United Kingdom, (3)Macquarie University, Sydney, Australia, (4)Australian National University, ARC Centre of Excellence in Plant Energy Biology, Research School of Biology, Canberra, Australia, (5)Australian National University, Division of Plant Sciences, Research School of Biology, Canberra, Australia, (6)Imperial College London, Department of Life Sciences, Ascot, United Kingdom, (7)USDA‐ARS, Water Management and Systems Research Unit, Fort Collins, United States, (8)Tsinghua University, Department of Earth System Science, Beijing, China, (9)University of Quebec in Trois-Rivières, Montreal, QC, Canada, (10)Texas Tech University, Biological Sciences, Lubbock, TX, United States, (11)Lawrence Berkeley National Laboratory, Berkeley, CA, United States
 
Can Leaf Inclination Angle Distribution and Foliage Clumping of a Mature Evergreen Eucalyptus Woodland Change with Elevated Atmospheric CO2? (515743)
Jan Pisek1, Ladislava Řezníčková2,3, Kairi Adamson1 and David Ellsworth4, (1)University of Tartu, Tartu Observatory, Tartu, Estonia, (2)Masaryk University, Institute of Geography, Brno, Czech Republic, (3)Czech Academy of Sciences, Global Change Research Institute, Brno, Czech Republic, (4)Hawkesbury Institute for the Environment, Western Sydney University, Richmond, NSW, Australia
 
Two-dimensional patterns of root traits in woody species and are controlled by phylogenetic history (516093)
Nannan An1, Nan Lu1 and Bojie Fu2, (1)Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, China, (2)Chinese Academy of Sciences, State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Beijing, China
 
Nitrogen uptake and allocation by an arctic grass: Impact of short-term warming on key functional plant traits (516444)
Verity G Salmon1, Colleen M. Iversen1, Breann Spencer2, Alistair Rogers3, Kim Ely4, Shawn Serbin3 and Stan Wullschleger5, (1)Oak Ridge National Laboratory, Climate Change Science Institute and Environmental Sciences Division, Oak Ridge, TN, United States, (2)Oak Ridge National Laboratory, Environmental Science Division, Climate Change Science Institute, Oak Ridge, TN, United States, (3)Brookhaven National Laboratory, Environmental and Climate Sciences Department, Upton, NY, United States, (4)Brookhaven National Laboratory, Environmental & Climate Sciences Department, Upton, NY, United States, (5)Oak Ridge National Laboratory, Climate Change Science Institute, Environmental Science Division, Oak Ridge, TN, United States
 
Litterfall inputs drive patterns of soil nitrogen heterogeneity in a diverse tropical forest (520767)
Brooke Bossert Osborne1, Fiona Soper2, Megan Nasto3, Siwook Hwang4, Megan Machmuller4, Benjamin W Sullivan5, Greg Asner6, Cory C. Cleveland7, Alan Townsend8 and Stephen Porder1, (1)Brown University, Ecology and Evolutionary Biology, Providence, RI, United States, (2)Cornell University, Ecology and Evolutionary Biology, Ithaca, NY, United States, (3)Utah State University, Utah Forest Institute, Logan, UT, United States, (4)Colorado State University, Natural Resource Ecology Laboratory, Fort Collins, CO, United States, (5)University of Nevada Reno, Department of Natural Resources and Environmental Science, Reno, NV, United States, (6)Arizona State University, Center for Global Discovery and Conservation Science, Tempe, AZ, United States, (7)University of Montana, Department of Ecosystem and Conservation Sciences, Missoula, MT, United States, (8)Colorado College, Environmental Science, Colorado Springs, CO, United States
 
Hydraulic responses of Cornus drummondii to fire frequency and drought in a tallgrass prairie (522764)
Kimberly O'Keefe1, Rachel Keen2, Jesse B Nippert2 and Kate McCulloh1, (1)University of Wisconsin Madison, Madison, WI, United States, (2)Kansas State University, Division of Biology, Manhattan, KS, United States
 
Understanding the Role of Nutrient Limitation on Plankton Biomass over Arabian Sea via 1-D Coupled Biogeochemical Model and Bio-Argo Observations. (535256)
Anju Mallissery1, Sreeush M G1, Vinu Valsala1, Smitha B R2, Faseela Hamza3, Bharathi G4 and Chennu Venkateswara Naidu4, (1)Indian Institute of Tropical Meteorology, Pune, India, (2)Centre for Marine Living Resources and Ecology, Ministry of Earth Sciences, Kochi, India, (3)Indian Institute of Tropical Meteorology, Development of Skilled Manpower in Earth System Science, Pune, India, (4)Andhra University, Department of Meteorology and Oceanography, Vishakhapatnam, India
 
Photosynthetic Optimality: Acclimation Or Adaptation? (538731)
Silvia Caldararu1, Tea Thum1, Dushan Kumarathunge2, Belinda Medlyn3 and Sönke Zaehle1, (1)Max Planck Institute for Biogeochemistry, Jena, Germany, (2)Western Sydney University, Hawkesbury Institute for the Environment, Penrith, NSW, Australia, (3)Western Sydney University, Hawkesbury Institute for the Environment, Sydney, Australia
 
A database of foliar functional trait maps over NEON domains (546168)
Zhihui Wang1, Adam Chlus1, Ryan Geygan1, Zhiwei Ye1, Ting Zheng1, Aditya Singh2, John Couture3, Jeannine Cavender-Bares4, Eric L Kruger1 and Philip A Townsend1, (1)University of Wisconsin-Madison, Department of Forest and Wildlife Ecology, Madison, WI, United States, (2)University of Florida, Department of Agricultural & Biological Engineering, Gainesville, FL, United States, (3)Purdue University, Departments of Entomology and Forestry and Natural Resources and Center for Plant Biology, West Lafayette, IN, United States, (4)University of Minnesota, Dept. of Ecology, Evolution and Behavior, Saint Paul, MN, United States
 
Biomes Through A Functional Lens: How Outdated Ideas Threaten Grasslands (550694)
Daniel M Griffith, Oregon State University, Forest Ecosystems and Society, Corvallis, OR, United States
 
Specific leaf area in a coastal temperate deciduous forest: species and salinity effects (557416)
Lillie Haddock, Stephanie Pennington and Ben P Bond-Lamberty, Pacific Northwest National Laboratory, Joint Global Change Research Institute, College Park, MD, United States
 
Quantitative prediction of leaf economics (569061)
Han Wang, Tsinghua University, Department of Earth System Science, Beijing, China, Iain COLIN C Prentice, Imperial College London, AXA Chair of Biosphere and Climate Impacts, Department of Life Sciences, London, United Kingdom and Ian J Wright, Macquarie University, Sydney, NSW, Australia
 
12 Years TRY Database – Towards a 3rd Generation of Data Assimilation (570367)
Jens Kattge, Max Planck Institute for Biogeochemistry, Jena, Germany, Gerhard W Boenisch, MPI Biogeochemie, Jena, Germany, Sandra Díaz, Universidad Nacionalde Córdoba, Instituto Multidisciplinario de Biología Vegetal, Córdoba, Argentina, Sandra Lavorel, Laboratoire d’Ecologie Alpine (LECA), CNRS, Grenoble, France, Iain Colin Prentice, Imperial College London, London, United Kingdom, Paul Leadley, University of Paris-Sud 11, Orsay, France, Christian Wirth, University of Leipzig, Leipzig, Germany and TRY Consortium
 
Disentangling phylogenetic and environmental influences over spectral traits of tropical woody species in a botanical garden setting. (580853)
Natalia Leonor Quinteros Casaverde, City University of New York & The New York Botanical Garden, Biology, New York, NY, United States, Shawn Serbin, Brookhaven National Laboratory, Environmental and Climate Sciences Department, Upton, NY, United States and Douglas Daly, New York Botanical Garden, Bronx, NY, United States
 
First-principle biophysical approach to resolve the global organization of root traits and plant-soil carbon dynamics (586294)
Avinash Subramanian, Mingzhen Lu, Julie Anne Tierney and Lars O. O. Hedin, Princeton University, Princeton, NJ, United States
 
Using remotely sensed foliar traits to capture spatial variation in tropical forest productivity across edaphic gradients with a dynamic global vegetation model (590349)
Elsa Ordway, Harvard University, Department of Organismic and Evolutionary Biology, Cambridge, MA, United States, Greg Asner, Arizona State University, Center for Global Discovery and Conservation Science, Tempe, AZ, United States and Paul R Moorcroft, Harvard Univ, Cambridge, MA, United States
 
Seed Dispersal Traits of Nitrogen-Fixing Plants May Influence Ecosystem Nutrient Cycling (590520)
Megan Wilcots, University of Minnesota, Ecology, Evolution, and Behavior, St. Paul, MN, United States, Benton Neil Taylor, Smithsonian Environmental Research Center Edgewater, Edgewater, MD, United States, Erin K Kuprewicz, University of Connecticut, Ecology and Evolutionary Biology, Storrs, United States and Duncan Menge, Columbia University, New York, NY, United States
 
Leaf size of woody dicots predicts ecosystem primary productivity (595588)
Yaoqi Li1, Peter B. Reich2, Nawal Shrestha3, Bernhard Schmid4, Xiao Feng5, Tong Lyu3, Brian S. Maitner6, Xiaoting Xu7, Xiaojuan Feng8, Brian Joseph Enquist9 and Macroecology lab in Peking University, (1)Peking University, Institute of Ecology, Beijing, China, (2)University of Minnesota Morris, Morris, MN, United States, (3)Peking University, Beijing, China, (4)University of Zurich, Institute of Evolutionary Biology and Environmental Studies, Zurich, Switzerland, (5)University of Arizona, Tucson, AZ, United States, (6)University of Arizona, Tucson, United States, (7)Sichuan University, Chengdu, China, (8)State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing, China, (9)University of Arizona, Ecology and Evolutionary Biology, Tucson, AZ, United States
 
Species richness and phylogenetic diversity as predictors of productivity across a diversity manipulation experiment (600081)
Laura Podzikowski1, Kristen Mecke2, Bryan Foster3 and James Bever3, (1)University of Kansas, Department of Ecology and Evolutionary Biology, Lawrence, KS, United States, (2)University of Kansas, Kansas Biological Survey, Lawrence, United States, (3)University of Kansas, Department of Ecology and Evolutionary Biology, Lawrence, United States
 
Does Diversity in Species Specific Leaf Traits and Resource Use Promote Stability of Forest Ecosystem Carbon and Water Fluxes? (601989)
Andrew Ouimette, Scott V Ollinger, Rebecca Sanders-DeMott, Zaixing Zhou, Jack Hastings and Kaitlyn Baillargeon, University of New Hampshire Main Campus, Durham, NH, United States
 
Functional Trait Comparisons and Trade-Offs in a Semi-Arid Shrub Community (610665)
Greg Vose, University of California Irvine, Irvine, CA, United States, Jennifer L Funk, Chapman University, Schmid College of Science and Technology; Biological Sciences, Orange, United States, Sarah Kimball, University of California, Irvine, Center for Environmental Biology, Irvine, CA, United States and Travis E Huxman, University of California at Irvine, Center for Environmental Biology, Irvine, CA, United States
 
Examining optimal photosynthetic profiles within vegetation canopies (611611)
Cecilia Chavana-Bryant, Lawrence Berkeley National Laboratory, Earth and Environmental Sciences Area, Berkeley, CA, United States, Trevor F Keenan, Macquarie University, Sydney, NSW, Australia; Lawrence Berkeley National Laboratory, Berkeley, United States and Nicholas G Smith, Purdue University, West Lafayette, IN, United States
 
Plant and mycorrhizal trait effects on soil carbon dynamics across six temperate forests (615656)
Adrienne Keller1, Edward R Brzostek1, Matthew Craig1 and Richard Phillips2, (1)Indiana University Bloomington, Department of Biology, Bloomington, IN, United States, (2)Indiana University, Department of Biology, Bloomington, IN, United States
 
Exploring parameter uncertainty in the presence of trait filtering, using the FATES model at a tropical forest site (617110)
Charles D Koven1, Ryan G Knox2, Rosie Fisher3, Jeff Chambers1, Bradley Christoffersen4, Stuart J Davies5, Detto Matteo6, Michael Dietze7, Boris Faybishenko1, Jennifer Holm1, Maoyi Huang8, Marlies Kovenock9, Lara M Kueppers10, David M Lawrence3, Gregory Lemieux1, Isabel Martinez Cano11, Elias Charbel Massoud12, Nate McDowell13, Helene C Muller-Landau14, Jessica Fay Needham15, Richard J Norby16, Tom Powell17, Alistair Rogers18, Shawn Serbin18, Jacquelyn K Shuman19, Abigail L. S. Swann20, Charuleka Varadharajan21, Anthony Walker22, S Joseph Wright23 and Chonggang Xu24, (1)Lawrence Berkeley National Laboratory, Berkeley, CA, United States, (2)MIT, Cambridge, MA, United States, (3)National Center for Atmospheric Research, Boulder, CO, United States, (4)University of Texas Rio Grande Valley, Edinburg, United States, (5)Smithsonian Tropical Research Institute, Washington DC, United States, (6)Organization Not Listed, Smithsonian Tropical Research Institute, Washington, DC, United States, (7)Boston University, Boston, MA, United States, (8)Pacific NW Nat'l Lab-Atmos Sci, Richland, WA, United States, (9)University of Washington, Department of Biology, Seattle, WA, United States, (10)University of California Berkeley, Energy and Resources Group, Berkeley, CA, United States, (11)Princeton University, Ecology and Evolutionary Biology, Princeton, United States, (12)University of California Irvine, Irvine, CA, United States, (13)Pacific Northwest National Laboratory, Richland, WA, United States, (14)Smithsonian Tropical Research Institute, Balboa, Ancon, Panama, (15)University of Oxford, Department of Plant Sciences, Oxford, United Kingdom, (16)Oak Ridge National Lab, Oak Ridge, TN, United States, (17)Lawrence Berkeley National Laboratory, Climate and Ecosystem Sciences Division, Berkeley, CA, United States, (18)Brookhaven National Laboratory, Environmental and Climate Sciences Department, Upton, NY, United States, (19)University of Virginia, Charlottesville, VA, United States, (20)University of Washington, Atmospheric Sciences and Biology, Seattle, WA, United States, (21)Lawrence Berkeley National Lab, Berkeley, CA, United States, (22)Oak Ridge National Laboratory, Oak Ridge, TN, United States, (23)Smithsonian Tropical Research Institute Gainesville, Gainesville, FL, United States, (24)Los Alamos National Laboratory, Los Alamos, NM, United States
 
Ecological Drivers of Plant Life-History Traits: Assessment of Seed Mass and Germination Variation Using Climate Cues and Nitrogen Resources in Conifer Species (622305)
Yang LIU, University of British Columbia, Vancouver, BC, Canada and Yousry A El-Kassaby, University of British Columbia, Vancouver, Canada
 
Drought responses in 1st-year pine seedlings in relation to seed size and vascular anatomy (626086)
Steven Augustine, Madison, Wisconsin, United States and Kate McCulloh, University of Wisconsin Madison, Madison, WI, United States
 
Modern foliar nitrogen-climate relationships in select Cupressaceae used to model middle Eocene high latitude foliar nitrogen (627716)
Molly Ng, University of Michigan Ann Arbor, Ann Arbor, MI, United States and Selena Y Smith, University of Michigan Ann Arbor, Earth and Environmental Sciences, Ann Arbor, MI, United States
 
Linking Soft Traits with the Environment: Trait Syndromes and Plant Adaptation Strategies (629681)
Yuechen Chu1, Han Wang1, Sandy Harrison2 and Iain COLIN C Prentice3, (1)Tsinghua University, Department of Earth System Science, Beijing, China, (2)University of Reading, School of Archaeology, Geography and Environmental Science (SAGES), Reading, United Kingdom, (3)Imperial College London, AXA Chair of Biosphere and Climate Impacts, Department of Life Sciences, London, United Kingdom
 
Competition alters predicted forest carbon cycle responses to nitrogen availability and elevated CO2: a game-theoretic modeling analysis (631429)
Ensheng Weng, NASA Goddard Institute for Space Studies, New York, NY, United States; Columbia University, Center for Climate Systems Research, New York, United States, Ray Dybzinski, Loyola University Chicago, Chicago, IL, United States, Caroline Farrior, University of Texas at Austin, Department of Integrative Biology, Austin, TX, United States and Stephen W Pacala, Princeton University, Ecology and Evolutionary Biology, Princeton, NJ, United States
 
The size and shape of global plant root systems (632109)
Shersingh Joseph Tumber-Davila, Stanford University, Earth System Science, Stanford, CA, United States, H. Jochen Schenk, California State University Fullerton, Biological Science, Fullerton, CA, United States and Robert B Jackson, Stanford University, Stanford, CA, United States
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