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Qiu T, Aravena MC, Ascoli D, Bergeron Y, Bogdziewicz M, Boivin T, Bonal R, Caignard T, Cailleret M, Calama R, Calderon SD, Camarero JJ, Chang-Yang CH, Chave J, Chianucci F, Courbaud B, Cutini A, Das AJ, Delpierre N, Delzon S, Dietze M, Dormont L, Espelta JM, Fahey TJ, Farfan-Rios W, Franklin JF, Gehring CA, Gilbert GS, Gratzer G, Greenberg CH, Guignabert A, Guo Q, Hacket-Pain A, Hampe A, Han Q, Holik J, Hoshizaki K, Ibanez I, Johnstone JF, Journé V, Kitzberger T, Knops JMH, Kunstler G, Kurokawa H, Lageard JGA, LaMontagne JM, Lefevre F, Leininger T, Limousin JM, Lutz JA, Macias D, Marell A, McIntire EJB, Moore CM, Moran E, Motta R, Myers JA, Nagel TA, Naoe S, Noguchi M, Oguro M, Parmenter R, Pearse IS, Perez-Ramos IM, Piechnik L, Podgorski T, Poulsen J, Redmond MD, Reid CD, Rodman KC, Rodriguez-Sanchez F, Samonil P, Sanguinetti JD, Scher CL, Seget B, Sharma S, Shibata M, Silman M, Steele MA, Stephenson NL, Straub JN, Sutton S, Swenson JJ, Swift M, Thomas PA, Uriarte M, Vacchiano G, Whipple AV, Whitham TG, Wion AP, Wright SJ, Zhu K, Zimmerman JK, Zywiec M, Clark JS. Masting is uncommon in trees that depend on mutualist dispersers in the context of global climate and fertility gradients. NATURE PLANTS 2023:10.1038/s41477-023-01446-5. [PMID: 37386149 DOI: 10.1038/s41477-023-01446-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 05/17/2023] [Indexed: 07/01/2023]
Abstract
The benefits of masting (volatile, quasi-synchronous seed production at lagged intervals) include satiation of seed predators, but these benefits come with a cost to mutualist pollen and seed dispersers. If the evolution of masting represents a balance between these benefits and costs, we expect mast avoidance in species that are heavily reliant on mutualist dispersers. These effects play out in the context of variable climate and site fertility among species that vary widely in nutrient demand. Meta-analyses of published data have focused on variation at the population scale, thus omitting periodicity within trees and synchronicity between trees. From raw data on 12 million tree-years worldwide, we quantified three components of masting that have not previously been analysed together: (i) volatility, defined as the frequency-weighted year-to-year variation; (ii) periodicity, representing the lag between high-seed years; and (iii) synchronicity, indicating the tree-to-tree correlation. Results show that mast avoidance (low volatility and low synchronicity) by species dependent on mutualist dispersers explains more variation than any other effect. Nutrient-demanding species have low volatility, and species that are most common on nutrient-rich and warm/wet sites exhibit short periods. The prevalence of masting in cold/dry sites coincides with climatic conditions where dependence on vertebrate dispersers is less common than in the wet tropics. Mutualist dispersers neutralize the benefits of masting for predator satiation, further balancing the effects of climate, site fertility and nutrient demands.
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Affiliation(s)
- Tong Qiu
- Department of Ecosystem Science and Management, Pennsylvania State University, University Park, PA, USA.
| | - Marie-Claire Aravena
- Facultad de Ciencias Forestales y de la Conservacion de la Naturaleza (FCFCN), Universidad de Chile, La Pintana, Santiago, Chile
| | - Davide Ascoli
- Department of Agriculture, Forest and Food Sciences, University of Torino, Grugliasco, Torino, Italy
| | - Yves Bergeron
- Forest Research Institute, University of Quebec in Abitibi-Temiscamingue, Rouyn-Noranda, Quebec, Canada
| | - Michal Bogdziewicz
- Department of Systematic Zoology, Faculty of Biology, Adam Mickiewicz University, Poznan, Poland
| | - Thomas Boivin
- Institut National de Recherche pour Agriculture, Alimentation et Environnement (INRAE), Ecologie des Forets Mediterranennes, Avignon, France
| | - Raul Bonal
- Department of Biodiversity, Ecology and Evolution, Complutense University of Madrid, Madrid, Spain
| | - Thomas Caignard
- Universite Bordeaux, Institut National de Recherche pour Agriculture, Alimentation et Environnement (INRAE), Biodiversity, Genes, and Communities (BIOGECO), Pessac, France
| | - Maxime Cailleret
- NRAE, Aix-Marseille University, UMR RECOVER, Aix-en-Provence, France
| | - Rafael Calama
- Centro de Investigacion Forestal (INIA-CSIC), Madrid, Spain
| | - Sergio Donoso Calderon
- Facultad de Ciencias Forestales y de la Conservacion de la Naturaleza (FCFCN), Universidad de Chile, La Pintana, Santiago, Chile
| | - J Julio Camarero
- Instituto Pirenaico de Ecologla, Consejo Superior de Investigaciones Cientificas (IPE-CSIC), Zaragoza, Spain
| | - Chia-Hao Chang-Yang
- Department of Biological Sciences, National Sun Yat-sen University, Kaohsiung, Taiwan
| | - Jerome Chave
- Laboratoire Evolution et Diversite Biologique, Toulouse, France
| | | | - Benoit Courbaud
- Universite Grenoble Alpes, Institut National de Recherche pour Agriculture, Alimentation et Environnement (INRAE), Laboratoire EcoSystemes et Societes En Montagne (LESSEM), St. Martin-d'Heres, France
| | - Andrea Cutini
- Research Centre for Forestry and Wood, Arezzo, Italy
| | - Adrian J Das
- U.S. Geological Survey Western Ecological Research Center, Three Rivers, CA, USA
| | - Nicolas Delpierre
- Universite Paris-Saclay, Centre national de la recherche scientifique, AgroParisTech, Ecologie Systematique et Evolution, Orsay, France
| | - Sylvain Delzon
- Universite Bordeaux, Institut National de Recherche pour Agriculture, Alimentation et Environnement (INRAE), Biodiversity, Genes, and Communities (BIOGECO), Pessac, France
| | - Michael Dietze
- Earth and Environment, Boston University, Boston, MA, USA
| | - Laurent Dormont
- Centre d'Ecologie Fonctionnelle et Evolutive (CEFE), Centre National de la Recherche Scientifique (CNRS), Montpellier, France
| | - Josep Maria Espelta
- Centre de Recerca Ecologica i Aplicacions Forestals (CREAF), Bellaterra, Catalunya, Spain
| | | | - William Farfan-Rios
- Washington University in Saint Louis, Center for Conservation and Sustainable Development, Missouri Botanical Garden, St Louis, MO, USA
| | | | - Catherine A Gehring
- Department of Biological Sciences and Center for Adaptive Western Landscapes, Flagstaff, AZ, USA
| | - Gregory S Gilbert
- Department of Environmental Studies, University of California, Santa Cruz, CA, USA
| | - Georg Gratzer
- Institute of Forest Ecology, Department of Forest and Soil Sciences, University of Natural Resources and Life Sciences, Wien, Austria
| | | | | | - Qinfeng Guo
- Eastern Forest Environmental Threat Assessment Center, USDA Forest Service, Southern Research Station, Research Triangle Park, NC, USA
| | - Andrew Hacket-Pain
- Department of Geography and Planning, School of Environmental Sciences, University of Liverpool, Liverpool, UK
| | - Arndt Hampe
- Universite Bordeaux, Institut National de Recherche pour Agriculture, Alimentation et Environnement (INRAE), Biodiversity, Genes, and Communities (BIOGECO), Pessac, France
| | - Qingmin Han
- Department of Plant Ecology Forestry and Forest Products Research Institute (FFPRI), Tsukuba, Ibaraki, Japan
| | - Jan Holik
- Department of Forest Ecology, Silva Tarouca Research Institute, Brno, Czech Republic
| | - Kazuhiko Hoshizaki
- Department of Biological Environment, Akita Prefectural University, Akita, Japan
| | - Ines Ibanez
- School for Environment and Sustainability, University of Michigan, Ann Arbor, MI, USA
| | - Jill F Johnstone
- Institute of Arctic Biology, University of Alaska, Fairbanks, AK, USA
| | - Valentin Journé
- Universite Grenoble Alpes, Institut National de Recherche pour Agriculture, Alimentation et Environnement (INRAE), Laboratoire EcoSystemes et Societes En Montagne (LESSEM), St. Martin-d'Heres, France
| | - Thomas Kitzberger
- Department of Ecology, Instituto de Investigaciones en Biodiversidad y Medioambiente (Consejo Nacional de Investigaciones Cientificas y Tecnicas - Universidad Nacional del Comahue), Bariloche, Argentina
| | - Johannes M H Knops
- Health and Environmental Sciences Department, Xian Jiaotong-Liverpool University, Suzhou, China
| | - Georges Kunstler
- Universite Grenoble Alpes, Institut National de Recherche pour Agriculture, Alimentation et Environnement (INRAE), Laboratoire EcoSystemes et Societes En Montagne (LESSEM), St. Martin-d'Heres, France
| | - Hiroko Kurokawa
- Department of Forest Vegetation, Forestry and Forest Products Research Institute, Tsukuba, Japan, Ibaraki
| | - Jonathan G A Lageard
- Department of Natural Sciences, Manchester Metropolitan University, Manchester, UK
| | | | - Francois Lefevre
- Institut National de Recherche pour Agriculture, Alimentation et Environnement (INRAE), Ecologie des Forets Mediterranennes, Avignon, France
| | - Theodor Leininger
- USDA, Forest Service, Southern Research Station, Stoneville, MS, USA
| | | | - James A Lutz
- Department of Wildland Resources, and the Ecology Center, Utah State University, Logan, UT, USA
| | - Diana Macias
- Department of Biology, University of New Mexico, Albuquerque, NM, USA
| | | | | | | | - Emily Moran
- School of Natural Sciences, UC Merced, Merced, CA, USA
| | - Renzo Motta
- Department of Agriculture, Forest and Food Sciences, University of Torino, Grugliasco, Torino, Italy
| | - Jonathan A Myers
- Department of Biology, Washington University in St Louis, St Louis, MO, USA
| | - Thomas A Nagel
- Department of Forestry and Renewable Forest Resources, Biotechnical Faculty, University of Ljubljana, Ljubljana, Slovenia
| | - Shoji Naoe
- Tohoku Research Center, Forestry and Forest Products Research Institute, Morioka, Iwate, Japan
| | - Mahoko Noguchi
- Tohoku Research Center, Forestry and Forest Products Research Institute, Morioka, Iwate, Japan
| | - Michio Oguro
- Department of Forest Vegetation, Forestry and Forest Products Research Institute, Tsukuba, Japan, Ibaraki
| | - Robert Parmenter
- Valles Caldera National Preserve, National Park Service, Jemez Springs, NM, USA
| | - Ian S Pearse
- U.S. Geological Survey Fort Collins Science Center, Fort Collins, CO, USA
| | - Ignacio M Perez-Ramos
- Instituto de Recursos Naturales y Agrobiologia de Sevilla, Consejo Superior de Investigaciones Cientificas (IRNAS-CSIC), Seville, Andalucia, Spain
| | - Lukasz Piechnik
- W. Szafer Institute of Botany, Polish Academy of Sciences, Krakow, Poland
| | - Tomasz Podgorski
- Mammal Research Institute, Polish Academy of Sciences, Bialowieza, Poland
| | - John Poulsen
- Nicholas School of the Environment, Duke University, Durham, NC, USA
| | - Miranda D Redmond
- Department of Forest and Rangeland Stewardship, Colorado State University, Fort Collins, CO, USA
| | - Chantal D Reid
- Nicholas School of the Environment, Duke University, Durham, NC, USA
| | - Kyle C Rodman
- Ecological Restoration Institute, Northern Arizona University, Flagstaff, AZ, USA
| | | | - Pavel Samonil
- Department of Forest Ecology, Silva Tarouca Research Institute, Brno, Czech Republic
| | - Javier D Sanguinetti
- Bilogo Dpto. Conservacin y Manejo, Parque Nacional Lanin Elordi y Perito Moreno, San Marten de los Andes, Neuqun, Argentina
| | - C Lane Scher
- Nicholas School of the Environment, Duke University, Durham, NC, USA
| | - Barbara Seget
- W. Szafer Institute of Botany, Polish Academy of Sciences, Krakow, Poland
| | - Shubhi Sharma
- Nicholas School of the Environment, Duke University, Durham, NC, USA
| | - Mitsue Shibata
- Department of Forest Vegetation, Forestry and Forest Products Research Institute, Tsukuba, Japan, Ibaraki
| | - Miles Silman
- Department of Biology, Wake Forest University, Winston-Salem, NC, USA
| | | | - Nathan L Stephenson
- U.S. Geological Survey Western Ecological Research Center, Three Rivers, CA, USA
| | - Jacob N Straub
- Department of Environmental Science and Ecology, State University of New York-Brockport, Brockport, NY, USA
| | - Samantha Sutton
- Nicholas School of the Environment, Duke University, Durham, NC, USA
| | | | - Margaret Swift
- Nicholas School of the Environment, Duke University, Durham, NC, USA
| | - Peter A Thomas
- School of Life Sciences, Keele University, Staffordshire, UK
| | - Maria Uriarte
- Department of Ecology, Evolution and Environmental Biology, Columbia University, New York, NY, USA
| | - Giorgio Vacchiano
- Department of Agricultural and Environmental Sciences - Production, Territory, Agroenergy (DISAA), University of Milan, Milano, Italy
| | - Amy V Whipple
- Department of Biological Sciences, Northern Arizona University, Flagstaff, AZ, USA
| | - Thomas G Whitham
- Department of Biological Sciences, Northern Arizona University, Flagstaff, AZ, USA
| | - Andreas P Wion
- Department of Forest and Rangeland Stewardship, Colorado State University, Fort Collins, CO, USA
| | - S Joseph Wright
- Smithsonian Tropical Research Institute, Balboa, Republic of Panama
| | - Kai Zhu
- School for Environment and Sustainability, University of Michigan, Ann Arbor, MI, USA
| | - Jess K Zimmerman
- Department of Environmental Sciences, University of Puerto Rico, Rio Piedras, PR, USA
| | - Magdalena Zywiec
- W. Szafer Institute of Botany, Polish Academy of Sciences, Krakow, Poland
| | - James S Clark
- Universite Grenoble Alpes, Institut National de Recherche pour Agriculture, Alimentation et Environnement (INRAE), Laboratoire EcoSystemes et Societes En Montagne (LESSEM), St. Martin-d'Heres, France
- Nicholas School of the Environment, Duke University, Durham, NC, USA
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