2
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LaMontagne JM, Greene DF, Holland EP, Johnstone JF, Schulze M, Zimmerman JK, Lyon NJ, Chen A, Miller TEX, Nigro KM, Snell RS, Barton JH, Chaudhary VB, Cleavitt NL, Crone EE, Koenig WD, Macias D, Pearse IS, Redmond MD. Community Synchrony in Seed Production is Associated With Trait Similarity and Climate Across North America. Ecol Lett 2024; 27:e14498. [PMID: 39739306 DOI: 10.1111/ele.14498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 07/01/2024] [Accepted: 07/04/2024] [Indexed: 01/02/2025]
Abstract
Mast seeding, the synchronous and highly variable production of seed crops by perennial plants, is a population-level phenomenon and has cascading effects in ecosystems. Mast seeding studies are typically conducted at the population/species level. Much less is known about synchrony in mast seeding between species because the necessary long-term data are rarely available. To investigate synchrony between species within communities, we used long-term data from seven forest communities in the U.S. Long-Term Ecological Research (LTER) network, ranging from tropical rainforest to boreal forest. We focus on cross-species synchrony and (i) quantify synchrony in reproduction overall and within LTER sites, (ii) test for relationships between synchrony with trait and phylogenetic similarity and (iii) investigate how climate conditions at sites are related to levels of synchrony. Overall, reproductive synchrony between woody plant species was greater than expected by chance, but spanned a wide range of values between species. Based on 11 functional and reproductive traits for 103 species (plus phylogenetic relatedness), cross-species synchrony in reproduction was driven primarily by trait similarity with phylogeny being largely unimportant, and synchrony was higher in sites with greater climatic water deficit. Community-level synchrony in masting has consequences for understanding forest regeneration dynamics and consumer-resource interactions.
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Affiliation(s)
- Jalene M LaMontagne
- Department of Biology, University of Missouri - St. Louis, St. Louis, Missouri, United States
- Whitney R. Harris World Ecology Center, University of Missouri - St. Louis, St. Louis, Missouri, United States
- Science and Conservation Division, Missouri Botanical Garden, St. Louis, Missouri, United States
| | - David F Greene
- Department of Forestry, Fire, and Range Management, Cal Poly Humboldt, Arcata, California, USA
| | | | - Jill F Johnstone
- Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, Alaska, USA
| | - Mark Schulze
- H.J. Andrews Experimental Forest, Oregon State University, Blue River, Oregon, USA
| | - Jess K Zimmerman
- Department of Environmental Sciences, University of Puerto Rico, San Juan, Puerto Rico, USA
| | - Nicholas J Lyon
- Long-Term Ecological Research Network Office, National Center for Ecological Analysis and Synthesis, University of California Santa Barbara, Santa Barbara, California, USA
| | - Angel Chen
- Long-Term Ecological Research Network Office, National Center for Ecological Analysis and Synthesis, University of California Santa Barbara, Santa Barbara, California, USA
| | - Tom E X Miller
- Department of BioSciences, Rice University, Houston, Texas, USA
| | - Katherine M Nigro
- Rocky Mountain Research Station, USDA Forest Service, Fort Collins, Colorado, USA
| | - Rebecca S Snell
- Department of Environmental and Plant Biology, Ohio University, Athens, Ohio, USA
| | - Jessica H Barton
- Department of Biology, University of Missouri - St. Louis, St. Louis, Missouri, United States
| | - V Bala Chaudhary
- Environmental Studies Department, Dartmouth College, Hanover, New Hampshire, USA
| | - Natalie L Cleavitt
- Department of Natural Resources and the Environment, Cornell University, Ithaca, New York, USA
| | - Elizabeth E Crone
- Department of Evolution & Ecology, University of California Davis, Davis, California, USA
| | - Walter D Koenig
- Hastings Reservation, University of California Berkeley, Carmel Valley, California, USA
| | - Diana Macias
- Department of Environmental Science, Policy, and Management, University of California Berkeley, Berkeley, California, USA
| | - Ian S Pearse
- Fort Collins Science Center, U.S. Geological Survey, Fort Collins, Colorado, USA
| | - Miranda D Redmond
- Department of Environmental Science, Policy, and Management, University of California Berkeley, Berkeley, California, USA
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3
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Journé V, Bogdziewicz M, Courbaud B, Kunstler G, Qiu T, Acuña MCA, Ascoli D, Bergeron Y, Berveiller D, Boivin T, Bonal R, Caignard T, Cailleret M, Calama R, Camarero JJ, Chang-Yang CH, Chave J, Chianucci F, Curt T, Cutini A, Das A, Daskalakou E, Davi H, Delpierre N, Delzon S, Dietze M, Calderon SD, Dormont L, Espelta JM, Farfan-Rios W, Fenner M, Franklin J, Gehring C, Gilbert G, Gratzer G, Greenberg CH, Guignabert A, Guo Q, Hacket-Pain A, Hampe A, Han Q, Hanley ME, Lambers JHR, Holík J, Hoshizaki K, Ibanez I, Johnstone JF, Knops JMH, Kobe RK, Kurokawa H, Lageard J, LaMontagne J, Ledwon M, Lefèvre F, Leininger T, Limousin JM, Lutz J, Macias D, Mårell A, McIntire E, Moran EV, Motta R, Myers J, Nagel TA, Naoe S, Noguchi M, Norghauer J, Oguro M, Ourcival JM, Parmenter R, Pearse I, Pérez-Ramos IM, Piechnik Ł, Podgórski T, Poulsen J, Redmond MD, Reid CD, Samonil P, Scher CL, Schlesinger WH, Seget B, Sharma S, Shibata M, Silman M, Steele M, Stephenson N, Straub J, Sutton S, Swenson JJ, Swift M, Thomas PA, Uriarte M, Vacchiano G, Whipple A, Whitham T, Wright SJ, Zhu K, Zimmerman J, Żywiec M, Clark JS. The Relationship Between Maturation Size and Maximum Tree Size From Tropical to Boreal Climates. Ecol Lett 2024; 27:e14500. [PMID: 39354911 DOI: 10.1111/ele.14500] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 08/12/2024] [Accepted: 08/13/2024] [Indexed: 10/03/2024]
Abstract
The fundamental trade-off between current and future reproduction has long been considered to result in a tendency for species that can grow large to begin reproduction at a larger size. Due to the prolonged time required to reach maturity, estimates of tree maturation size remain very rare and we lack a global view on the generality and the shape of this trade-off. Using seed production from five continents, we estimate tree maturation sizes for 486 tree species spanning tropical to boreal climates. Results show that a species' maturation size increases with maximum size, but in a non-proportional way: the largest species begin reproduction at smaller sizes than would be expected if maturation were simply proportional to maximum size. Furthermore, the decrease in relative maturation size is steepest in cold climates. These findings on maturation size drivers are key to accurately represent forests' responses to disturbance and climate change.
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Affiliation(s)
- Valentin Journé
- Universite Grenoble Alpes, Institut National de Recherche Pour Agriculture, Alimentation et Environnement (INRAE), Laboratoire EcoSystemes et Societes En Montagne (LESSEM), Grenoble, France
| | - Michał Bogdziewicz
- Forest Biology Center, Institute of Environmental Biology, Adam Mickiewicz University, Poznań, Poland
| | - Benoit Courbaud
- Universite Grenoble Alpes, Institut National de Recherche Pour Agriculture, Alimentation et Environnement (INRAE), Laboratoire EcoSystemes et Societes En Montagne (LESSEM), Grenoble, France
| | - Georges Kunstler
- Universite Grenoble Alpes, Institut National de Recherche Pour Agriculture, Alimentation et Environnement (INRAE), Laboratoire EcoSystemes et Societes En Montagne (LESSEM), Grenoble, France
| | - Tong Qiu
- Department of Ecosystem Science and Management, Pennsylvania State University, University Park, Pennsylvania, USA
| | - Marie-Claire Aravena Acuña
- Centro Austral de Investigaciones Científicas (CADIC), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), B. Houssay 200 (9410), Ushuaia, Tierra del Fuego, Argentina
| | - Davide Ascoli
- Department of Agriculture, Forest and Food Sciences, University of Torino, Turin, Italy
| | - Yves Bergeron
- Forest Research Institute, University of Quebec in Abitibi-Temiscamingue, Rouyn-Noranda, Quebec, Canada
| | - Daniel Berveiller
- Université Paris-Saclay, CNRS, AgroParisTech, Ecologie Systématique et Evolution, Gif-sur-Yvette, France
| | - Thomas Boivin
- Institut National de Recherche Pour Agriculture, Alimentation et Environnement (INRAE), Ecologie des Forets Mediterranennes, Avignon, France
| | - Raul Bonal
- Universite Bordeaux, Institut National de Recherche Pour Agriculture, Alimentation et Environnement (INRAE), biodiversity, Genes, and Communities (BIOGECO), Pessac, France
| | - Thomas Caignard
- Department of Biodiversity, Ecology and Evolution, Complutense University of Madrid, Madrid, Spain
| | - Maxime Cailleret
- INRAE, Aix-Marseille University, UMR RECOVER, Aix-En-Provence, France
| | - Rafael Calama
- ICIFOR (Forest Research Institute), INIA-CSIC, Madrid, Spain
| | - 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
- Unité Evolution et Diversité Biologique (EDB), CNRS, IRD, UPS, Toulouse, France
| | | | - Thomas Curt
- Aix Marseille Universite, Institut National de Recherche Pour Agriculture, Alimentation et Environnement (INRAE), Aix-en-Provence, France
| | - Andrea Cutini
- Research Centre for Forestry and Wood, Arezzo, Italy
| | - Adrian Das
- USGS Western Ecological Research Center, Three Rivers, California, USA
| | - Evangelia Daskalakou
- Institute of Mediterranean and Forest Ecosystems, Hellenic Agricultural Organization, Athens, Greece
| | - Hendrik Davi
- Institut National de Recherche Pour Agriculture, Alimentation et Environnement (INRAE), Ecologie des Forets Mediterranennes, Avignon, France
| | - Nicolas Delpierre
- Université Paris-Saclay, CNRS, AgroParisTech, Ecologie Systématique et Evolution, Gif-sur-Yvette, France
| | - Sylvain Delzon
- Department of Biodiversity, Ecology and Evolution, Complutense University of Madrid, Madrid, Spain
| | - Michael Dietze
- Earth and Environment, Boston University, Boston, Massachusetts, USA
| | - Sergio Donoso Calderon
- Facultad de Ciencias Forestales y de la Conservacion de la Naturaleza (FCFCN), Universidad de Chile, Santiago, Chile
| | - 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
- Biology Department, Center for Energy, Environment, and Sustainability, Wake Forest University, Winston Salem, North Carolina, USA
| | - Michael Fenner
- Biology Department, University of Southampton, Southampton, UK
| | - Jerry Franklin
- Forest Resources, University of Washington, Seattle, Washington, USA
| | - Catherine Gehring
- Department of Biological Sciences, Center for Adaptive Western Landscapes, Flagstaff, Arizona, USA
| | - Gregory Gilbert
- Department of Environmental Studies, University of California, Santa Cruz, California, USA
| | - Georg Gratzer
- Department of Forest- and Soil Sciences, Institute of Forest Ecology, University of Natural Resources and Life Sciences, Vienna, Austria
| | - Cathryn H Greenberg
- Bent Creek Experimental Forest, USDA Forest Service, Asheville, North Carolina, USA
| | - Arthur Guignabert
- INRAE, Bordeaux Sciences Agro, UMR 1391 ISPA, Villenave d'Ornon, France
| | - Qinfeng Guo
- Eastern Forest Environmental Threat Assessment Center, USDA Forest Service, Southern Research Station, Research Triangle Park, Durham, North Carolina, USA
| | - Andrew Hacket-Pain
- Department of Geography and Planning, School of Environmental Sciences, University of Liverpool, Liverpool, UK
| | - Arndt Hampe
- BIOGECO, INRAE, University of Bordeaux, Cestas, France
| | - Qingmin Han
- Department of Plant Ecology, Forestry and Forest Products Research Institute (FFPRI), Tsukuba, Japan
| | - Mick E Hanley
- School of Biological and Marine Sciences, University of Plymouth, Plymouth, UK
| | | | - Jan Holík
- 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, Michigan, USA
| | - Jill F Johnstone
- Institute of Arctic Biology, University of Alaska, Fairbanks, Alaska, USA
| | - Johannes M H Knops
- Health and Environmental Sciences Department, Xian Jiaotong-Liverpool University, Suzhou, China
| | - Richard K Kobe
- Department of Plant Biology, Program in Ecology, Evolutionary Biology, and Behavior, Michigan State University, East Lansing, Michigan, USA
| | - Hiroko Kurokawa
- Department of Forest Vegetation, Forestry and Forest Products Research Institute, Tsukuba, Ibaraki, Japan
| | - Jonathan Lageard
- Department of Natural Sciences, Manchester Metropolitan University, Manchester, UK
| | - Jalene LaMontagne
- Department of Biological Sciences, DePaul University, Chicago, Illinois, USA
| | - Mateusz Ledwon
- Institute of Systematics and Evolution of Animals, Polish Academy of Sciences, Krakow, Poland
| | - François Lefèvre
- Institut National de Recherche Pour Agriculture, Alimentation et Environnement (INRAE), Ecologie des Forets Mediterranennes, Avignon, France
| | | | | | - James Lutz
- Department of Wildland Resources, and The Ecology Center, Utah State University, Logan, Utah, USA
| | - Diana Macias
- Department of Biology, University of New Mexico, Albuquerque, New Mexico, USA
| | | | - Eliot McIntire
- Pacific Forestry Centre, Victoria, British Columbia, Canada
| | - Emily V Moran
- School of Natural Sciences, UC Merced, Merced, California, USA
| | - Renzo Motta
- Department of Agriculture, Forest and Food Sciences, University of Torino, Turin, Italy
| | - Jonathan Myers
- Department of Biology, Washington University in St. Louis, St. Louis, Missouri, 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
| | - Julian Norghauer
- Institute of Plant Sciences, University of Bern, Bern, Switzerland
| | - Michio Oguro
- Department of Forest Vegetation, Forestry and Forest Products Research Institute, Tsukuba, Ibaraki, Japan
| | | | - Robert Parmenter
- Valles Caldera National Preserve, National Park Service, Jemez Springs, Jemez Springs, New Mexico, USA
| | - Ian Pearse
- Fort Collins Science Center, Fort Collins, Colorado, USA
| | - Ignacio M Pérez-Ramos
- Inst. de Recursos Naturales y Agrobiologia de Sevilla, Consejo Superior de Investigaciones Cientificas (IRNAS-CSIC), Andalucia, Spain
| | - Łukasz Piechnik
- W. Szafer Institute of Botany, Polish Academy of Sciences, Krakow, Poland
| | - Tomasz Podgórski
- Department of GameManagement and Wildlife Biology, Faculty of Forestry and Wood Sciences, Czech University of Life Sciences Prague, Prague, Czech Republic
| | | | - Miranda D Redmond
- Department of Environmental Science Policy and Management, University of California Berkeley, Berkeley, California, USA
| | - Chantal D Reid
- Nicholas School of the Environment, Duke University, Durham, North Carolina, USA
| | - Pavel Samonil
- Department of Forest Ecology, Silva Tarouca Research Institute, Brno, Czech Republic
| | - C Lane Scher
- Nicholas School of the Environment, Duke University, Durham, North Carolina, USA
| | | | - Barbara Seget
- W. Szafer Institute of Botany, Polish Academy of Sciences, Krakow, Poland
| | - Shubhi Sharma
- Ecology and Evolutionary Biology Department, Yale University, New Haven, Connecticut, USA
| | - Mitsue Shibata
- Department of Forest Vegetation, Forestry and Forest Products Research Institute, Tsukuba, Ibaraki, Japan
| | - Miles Silman
- Department of Biology, Wake Forest University, Winston-Salem, North Carolina, USA
| | - Michael Steele
- Department of Biology, Wilkes University, Wilkes-Barre, Pennsylvania, USA
| | - Nathan Stephenson
- USGS Western Ecological Research Center, Three Rivers, California, USA
| | - Jacob Straub
- Department of Environmental Science and Ecology, State University of New York-Brockport, Brockport, New York, USA
| | - Samantha Sutton
- Nicholas School of the Environment, Duke University, Durham, North Carolina, USA
| | | | - Margaret Swift
- Nicholas School of the Environment, Duke University, Durham, North Carolina, 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, New York, USA
| | - Giorgio Vacchiano
- Department of Agricultural and Environmental Sciences-Production, Territory, Agroenergy (DISAA), University of Milan, Milano, Italy
| | - Amy Whipple
- Department of Biological Sciences, Northern Arizona University, Flagstaff, Arizona, USA
| | - Thomas Whitham
- Department of Biological Sciences, Northern Arizona University, Flagstaff, Arizona, USA
| | - S Joseph Wright
- Smithsonian Tropical Research Institute, Panama, Republic of Panama
| | - Kai Zhu
- School for Environment and Sustainability, University of Michigan, Ann Arbor, Michigan, USA
| | - Jess Zimmerman
- Department of Environmental Sciences, University of Puerto Rico, Rio Piedras, Puerto Rico, USA
| | - Magdalena Żywiec
- 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), Grenoble, France
- Nicholas School of the Environment, Duke University, Durham, North Carolina, USA
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5
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Bogdziewicz M, Kelly D, Ascoli D, Caignard T, Chianucci F, Crone EE, Fleurot E, Foest JJ, Gratzer G, Hagiwara T, Han Q, Journé V, Keurinck L, Kondrat K, McClory R, LaMontagne JM, Mundo IA, Nussbaumer A, Oberklammer I, Ohno M, Pearse IS, Pesendorfer MB, Resente G, Satake A, Shibata M, Snell RS, Szymkowiak J, Touzot L, Zwolak R, Zywiec M, Hacket-Pain AJ. Evolutionary ecology of masting: mechanisms, models, and climate change. Trends Ecol Evol 2024; 39:851-862. [PMID: 38862358 DOI: 10.1016/j.tree.2024.05.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 05/10/2024] [Accepted: 05/14/2024] [Indexed: 06/13/2024]
Abstract
Many perennial plants show mast seeding, characterized by synchronous and highly variable reproduction across years. We propose a general model of masting, integrating proximate factors (environmental variation, weather cues, and resource budgets) with ultimate drivers (predator satiation and pollination efficiency). This general model shows how the relationships between masting and weather shape the diverse responses of species to climate warming, ranging from no change to lower interannual variation or reproductive failure. The role of environmental prediction as a masting driver is being reassessed; future studies need to estimate prediction accuracy and the benefits acquired. Since reproduction is central to plant adaptation to climate change, understanding how masting adapts to shifting environmental conditions is now a central question.
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Affiliation(s)
- Michal Bogdziewicz
- Forest Biology Center, Institute of Environmental Biology, Faculty of Biology, Adam Mickiewicz University, Uniwersytetu Poznanskiego 6, 61-614 Poznan, Poland.
| | - Dave Kelly
- Centre for Integrative Ecology, School of Biological Sciences, University of Canterbury, Christchurch, New Zealand.
| | - Davide Ascoli
- Department of Agriculture, Forest, and Food Sciences, University of Torino, Largo Paolo Braccini 2, Grugliasco, (TO), Italy
| | - Thomas Caignard
- University of Bordeaux, INRAE, BIOGECO, F-33610 Cestas, France
| | - Francesco Chianucci
- CREA - Research Centre for Forestry and Wood, viale S. Margherita 80, Arezzo, Italy
| | - Elizabeth E Crone
- Department of Evolution and Ecology, University of California, Davis, CA 95616, USA
| | - Emilie Fleurot
- Department of Agriculture, Forest, and Food Sciences, University of Torino, Largo Paolo Braccini 2, Grugliasco, (TO), Italy; Laboratoire de Biométrie et Biologie Evolutive, UMR 5558, Université de Lyon, Université Claude Bernard Lyon 1, Villeurbanne, France
| | - Jessie J Foest
- Department of Geography and Planning, School of Environmental Sciences, University of Liverpool, Liverpool, UK
| | - Georg Gratzer
- Institute of Forest Ecology, Department of Forest and Soil Sciences, BOKU University, Vienna, Peter-Jordan-Strasse 82, A-1190 Vienna, Austria
| | - Tomika Hagiwara
- Department of Biology, Faculty of Science, Kyushu University, Fukuoka, Japan
| | - Qingmin Han
- Department of Plant Ecology, Forestry, and Forest Products Research Institute, Matsunosato 1, Tsukuba, Ibaraki 305-8687, Japan
| | - Valentin Journé
- Forest Biology Center, Institute of Environmental Biology, Faculty of Biology, Adam Mickiewicz University, Uniwersytetu Poznanskiego 6, 61-614 Poznan, Poland
| | - Léa Keurinck
- Laboratoire de Biométrie et Biologie Evolutive, UMR 5558, Université de Lyon, Université Claude Bernard Lyon 1, Villeurbanne, France
| | - Katarzyna Kondrat
- Forest Biology Center, Institute of Environmental Biology, Faculty of Biology, Adam Mickiewicz University, Uniwersytetu Poznanskiego 6, 61-614 Poznan, Poland
| | - Ryan McClory
- School of Agriculture, Policy, and Development, University of Reading, Reading, UK
| | - Jalene M LaMontagne
- Department of Biological Sciences, DePaul University, Chicago, IL 60614, USA
| | - Ignacio A Mundo
- Laboratorio de Dendrocronología e Historia Ambiental, IANIGLA-CONICET, Mendoza, Argentina; Facultad de Ciencias Exactas y Naturales, Universidad Nacional de Cuyo, Mendoza, Argentina
| | - Anita Nussbaumer
- Swiss Federal Institute for Forest, Snow, and Landscape Research WSL, Birmensdorf, Switzerland
| | - Iris Oberklammer
- Institute of Forest Ecology, Department of Forest and Soil Sciences, BOKU University, Vienna, Peter-Jordan-Strasse 82, A-1190 Vienna, Austria
| | - Misuzu Ohno
- Department of Biology, Faculty of Science, Kyushu University, Fukuoka, Japan
| | - Ian S Pearse
- US Geological Survey, Fort Collins Science Center, Fort Collins, CO 80526, USA
| | - Mario B Pesendorfer
- Institute of Forest Ecology, Department of Forest and Soil Sciences, BOKU University, Vienna, Peter-Jordan-Strasse 82, A-1190 Vienna, Austria
| | - Giulia Resente
- Department of Agriculture, Forest, and Food Sciences, University of Torino, Largo Paolo Braccini 2, Grugliasco, (TO), Italy
| | - Akiko Satake
- Department of Biology, Faculty of Science, Kyushu University, Fukuoka, Japan
| | - Mitsue Shibata
- Department of Forest Vegetation, Forestry, and Forest Products Research Institute, Matsunosato 1, Tsukuba, Ibaraki 305-8687, Japan
| | - Rebecca S Snell
- Department of Environmental and Plant Biology, Ohio University, Athens, OH, USA
| | - Jakub Szymkowiak
- Forest Biology Center, Institute of Environmental Biology, Faculty of Biology, Adam Mickiewicz University, Uniwersytetu Poznanskiego 6, 61-614 Poznan, Poland; Population Ecology Research Unit, Institute of Environmental Biology, Faculty of Biology, Adam Mickiewicz University, Uniwersytetu Poznanskiego 6, 61-614 Poznan, Poland
| | - Laura Touzot
- Institut National de Recherche Pour Agriculture (INRAE), Alimentation et Environnement (IN23-RAE), Laboratoire EcoSystemes et Societes En Montagne (LESSEM), Université Grenoble Alpes, St Martin-d'Hères, 38402, France
| | - Rafal Zwolak
- Department of Systematic Zoology, Institute of Environmental Biology, Faculty of Biology, Adam Mickiewicz University, Uniwersytetu Poznanskiego 6, 61-614 Poznan, Poland
| | - Magdalena Zywiec
- W. Szafer Institute of Botany, Polish Academy of Sciences, Lubicz 46, 31-512 Kraków, Poland
| | - Andrew J Hacket-Pain
- Department of Geography and Planning, School of Environmental Sciences, University of Liverpool, Liverpool, UK.
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